warning: commands will be executed using /bin/sh
job 1564 at Fri Jul 26 02:25:00 2013
FileBase	/isis4/andresg/Bud/buddy140_060113_reo/buddy140_060113_reo
ElecNo	1
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 1388067 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 462689 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 24325 members 
Mstep: Class 3 contains 24301 members 
Mstep: Class 4 contains 24504 members 
Mstep: Class 5 contains 24299 members 
Mstep: Class 6 contains 24591 members 
Mstep: Class 7 contains 23969 members 
Mstep: Class 8 contains 24239 members 
Mstep: Class 9 contains 24446 members 
Mstep: Class 10 contains 24247 members 
Mstep: Class 11 contains 24430 members 
Mstep: Class 12 contains 24240 members 
Mstep: Class 13 contains 24289 members 
Mstep: Class 14 contains 24302 members 
Mstep: Class 15 contains 24471 members 
Mstep: Class 16 contains 24342 members 
Mstep: Class 17 contains 24357 members 
Mstep: Class 18 contains 24382 members 
Mstep: Class 19 contains 24284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 863.570618 but Gain 2119.781250
Score: -21646664.000000 Penalty: 38156.070312
Iteration 0F: 19 clusters Score -2.164666e+07 nChanged 433358
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 3 contains 31799 members 
Mstep: Class 4 contains 29282 members 
Mstep: Class 5 contains 21943 members 
Mstep: Class 6 contains 36536 members 
Mstep: Class 7 contains 20808 members 
Mstep: Class 8 contains 21821 members 
Mstep: Class 9 contains 18632 members 
Mstep: Class 10 contains 24290 members 
Mstep: Class 11 contains 22165 members 
Mstep: Class 12 contains 31453 members 
Mstep: Class 13 contains 24418 members 
Mstep: Class 14 contains 21275 members 
Mstep: Class 15 contains 19574 members 
Mstep: Class 16 contains 29742 members 
Mstep: Class 17 contains 28562 members 
Mstep: Class 18 contains 21232 members 
Mstep: Class 19 contains 24383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22580340.000000 Penalty: 38156.070312
Iteration 1F: 19 clusters Score -2.258034e+07 nChanged 101157
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 3 contains 34692 members 
Mstep: Class 4 contains 29674 members 
Mstep: Class 5 contains 20774 members 
Mstep: Class 6 contains 43886 members 
Mstep: Class 7 contains 18451 members 
Mstep: Class 8 contains 25019 members 
Mstep: Class 9 contains 14604 members 
Mstep: Class 10 contains 26308 members 
Mstep: Class 11 contains 21361 members 
Mstep: Class 12 contains 32882 members 
Mstep: Class 13 contains 22907 members 
Mstep: Class 14 contains 18570 members 
Mstep: Class 15 contains 16597 members 
Mstep: Class 16 contains 30042 members 
Mstep: Class 17 contains 28322 members 
Mstep: Class 18 contains 18848 members 
Mstep: Class 19 contains 22791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22677268.000000 Penalty: 38156.070312
Iteration 2F: 19 clusters Score -2.267727e+07 nChanged 83332
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 3 contains 36005 members 
Mstep: Class 4 contains 31195 members 
Mstep: Class 5 contains 19362 members 
Mstep: Class 6 contains 51583 members 
Mstep: Class 7 contains 15590 members 
Mstep: Class 8 contains 32055 members 
Mstep: Class 9 contains 11206 members 
Mstep: Class 10 contains 28619 members 
Mstep: Class 11 contains 20326 members 
Mstep: Class 12 contains 33283 members 
Mstep: Class 13 contains 19956 members 
Mstep: Class 14 contains 16228 members 
Mstep: Class 15 contains 13161 members 
Mstep: Class 16 contains 29675 members 
Mstep: Class 17 contains 27415 members 
Mstep: Class 18 contains 17159 members 
Mstep: Class 19 contains 21946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22745578.000000 Penalty: 38156.070312
Iteration 3F: 19 clusters Score -2.274558e+07 nChanged 71901
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 3 contains 36567 members 
Mstep: Class 4 contains 32813 members 
Mstep: Class 5 contains 17764 members 
Mstep: Class 6 contains 60712 members 
Mstep: Class 7 contains 12532 members 
Mstep: Class 8 contains 41158 members 
Mstep: Class 9 contains 8583 members 
Mstep: Class 10 contains 30538 members 
Mstep: Class 11 contains 18919 members 
Mstep: Class 12 contains 32720 members 
Mstep: Class 13 contains 16586 members 
Mstep: Class 14 contains 13922 members 
Mstep: Class 15 contains 9680 members 
Mstep: Class 16 contains 28598 members 
Mstep: Class 17 contains 26166 members 
Mstep: Class 18 contains 16217 members 
Mstep: Class 19 contains 21383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22798718.000000 Penalty: 38156.070312
Iteration 4F: 19 clusters Score -2.279872e+07 nChanged 63396
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 3 contains 36384 members 
Mstep: Class 4 contains 33944 members 
Mstep: Class 5 contains 16738 members 
Mstep: Class 6 contains 72084 members 
Mstep: Class 7 contains 9644 members 
Mstep: Class 8 contains 49348 members 
Mstep: Class 9 contains 6761 members 
Mstep: Class 10 contains 31704 members 
Mstep: Class 11 contains 16871 members 
Mstep: Class 12 contains 31906 members 
Mstep: Class 13 contains 13097 members 
Mstep: Class 14 contains 11407 members 
Mstep: Class 15 contains 6871 members 
Mstep: Class 16 contains 26416 members 
Mstep: Class 17 contains 25158 members 
Mstep: Class 18 contains 16162 members 
Mstep: Class 19 contains 20994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22843626.000000 Penalty: 38156.070312
Iteration 5F: 19 clusters Score -2.284363e+07 nChanged 57519
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 3 contains 35567 members 
Mstep: Class 4 contains 34547 members 
Mstep: Class 5 contains 16517 members 
Mstep: Class 6 contains 85521 members 
Mstep: Class 7 contains 7089 members 
Mstep: Class 8 contains 55339 members 
Mstep: Class 9 contains 5535 members 
Mstep: Class 10 contains 32026 members 
Mstep: Class 11 contains 14508 members 
Mstep: Class 12 contains 30475 members 
Mstep: Class 13 contains 9982 members 
Mstep: Class 14 contains 9090 members 
Mstep: Class 15 contains 4877 members 
Mstep: Class 16 contains 23145 members 
Mstep: Class 17 contains 24413 members 
Mstep: Class 18 contains 17133 members 
Mstep: Class 19 contains 20978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22884888.000000 Penalty: 38156.070312
Iteration 6F: 19 clusters Score -2.288489e+07 nChanged 54149
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 3 contains 34173 members 
Mstep: Class 4 contains 34684 members 
Mstep: Class 5 contains 16832 members 
Mstep: Class 6 contains 100723 members 
Mstep: Class 7 contains 5018 members 
Mstep: Class 8 contains 59395 members 
Mstep: Class 9 contains 4768 members 
Mstep: Class 10 contains 31652 members 
Mstep: Class 11 contains 11961 members 
Mstep: Class 12 contains 28247 members 
Mstep: Class 13 contains 7269 members 
Mstep: Class 14 contains 6997 members 
Mstep: Class 15 contains 3415 members 
Mstep: Class 16 contains 19007 members 
Mstep: Class 17 contains 24025 members 
Mstep: Class 18 contains 19131 members 
Mstep: Class 19 contains 21421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22924654.000000 Penalty: 38156.070312
Iteration 7F: 19 clusters Score -2.292465e+07 nChanged 50566
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 3 contains 31966 members 
Mstep: Class 4 contains 34682 members 
Mstep: Class 5 contains 17488 members 
Mstep: Class 6 contains 116696 members 
Mstep: Class 7 contains 3457 members 
Mstep: Class 8 contains 61650 members 
Mstep: Class 9 contains 4211 members 
Mstep: Class 10 contains 30613 members 
Mstep: Class 11 contains 9430 members 
Mstep: Class 12 contains 25247 members 
Mstep: Class 13 contains 5103 members 
Mstep: Class 14 contains 5301 members 
Mstep: Class 15 contains 2469 members 
Mstep: Class 16 contains 14844 members 
Mstep: Class 17 contains 23946 members 
Mstep: Class 18 contains 21871 members 
Mstep: Class 19 contains 22337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2002.975220 but Gain 2119.781250
Score: -22962590.000000 Penalty: 36036.289062
Iteration 8F: 18 clusters Score -2.296259e+07 nChanged 47877
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 3 contains 28984 members 
Mstep: Class 4 contains 34811 members 
Mstep: Class 5 contains 18216 members 
Mstep: Class 6 contains 132169 members 
Mstep: Class 7 contains 2404 members 
Mstep: Class 8 contains 62929 members 
Mstep: Class 9 contains 3827 members 
Mstep: Class 10 contains 29113 members 
Mstep: Class 11 contains 7147 members 
Mstep: Class 12 contains 22282 members 
Mstep: Class 13 contains 3761 members 
Mstep: Class 14 contains 3963 members 
Mstep: Class 16 contains 11415 members 
Mstep: Class 17 contains 24082 members 
Mstep: Class 18 contains 25138 members 
Mstep: Class 19 contains 23576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22998282.000000 Penalty: 36036.289062
Iteration 9F: 18 clusters Score -2.299828e+07 nChanged 40675
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 3 contains 25517 members 
Mstep: Class 4 contains 35030 members 
Mstep: Class 5 contains 18788 members 
Mstep: Class 6 contains 145608 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 63095 members 
Mstep: Class 9 contains 3453 members 
Mstep: Class 10 contains 27113 members 
Mstep: Class 11 contains 5218 members 
Mstep: Class 12 contains 19078 members 
Mstep: Class 13 contains 2854 members 
Mstep: Class 14 contains 2855 members 
Mstep: Class 16 contains 9138 members 
Mstep: Class 17 contains 24099 members 
Mstep: Class 18 contains 28287 members 
Mstep: Class 19 contains 24641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1809.553955 but Gain 2119.781250
Score: -23027286.000000 Penalty: 33916.507812
Iteration 10F: 17 clusters Score -2.302729e+07 nChanged 36078
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 3 contains 22431 members 
Mstep: Class 4 contains 35761 members 
Mstep: Class 5 contains 19300 members 
Mstep: Class 6 contains 157278 members 
Mstep: Class 8 contains 62889 members 
Mstep: Class 9 contains 3188 members 
Mstep: Class 10 contains 24941 members 
Mstep: Class 11 contains 3773 members 
Mstep: Class 12 contains 16165 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 2009 members 
Mstep: Class 16 contains 8281 members 
Mstep: Class 17 contains 23989 members 
Mstep: Class 18 contains 31058 members 
Mstep: Class 19 contains 25375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1632.696167 but Gain 2119.783203
Score: -23051706.000000 Penalty: 31796.724609
Iteration 11F: 16 clusters Score -2.305171e+07 nChanged 30650
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 3 contains 19736 members 
Mstep: Class 4 contains 36826 members 
Mstep: Class 5 contains 19721 members 
Mstep: Class 6 contains 166814 members 
Mstep: Class 8 contains 62358 members 
Mstep: Class 9 contains 3010 members 
Mstep: Class 10 contains 22899 members 
Mstep: Class 11 contains 2717 members 
Mstep: Class 12 contains 13501 members 
Mstep: Class 13 contains 2000 members 
Mstep: Class 16 contains 8485 members 
Mstep: Class 17 contains 23534 members 
Mstep: Class 18 contains 33572 members 
Mstep: Class 19 contains 25713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2092.608154 but Gain 2119.781250
Score: -23071104.000000 Penalty: 29676.943359
Iteration 12F: 15 clusters Score -2.30711e+07 nChanged 26912
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 3 contains 17527 members 
Mstep: Class 4 contains 38268 members 
Mstep: Class 5 contains 20141 members 
Mstep: Class 6 contains 174838 members 
Mstep: Class 8 contains 61821 members 
Mstep: Class 9 contains 2807 members 
Mstep: Class 10 contains 20949 members 
Mstep: Class 12 contains 11161 members 
Mstep: Class 13 contains 1868 members 
Mstep: Class 16 contains 9523 members 
Mstep: Class 17 contains 22912 members 
Mstep: Class 18 contains 35445 members 
Mstep: Class 19 contains 25661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23087448.000000 Penalty: 29676.943359
Iteration 13F: 15 clusters Score -2.308745e+07 nChanged 20758
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 3 contains 15705 members 
Mstep: Class 4 contains 39772 members 
Mstep: Class 5 contains 20579 members 
Mstep: Class 6 contains 180793 members 
Mstep: Class 8 contains 61206 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 19162 members 
Mstep: Class 12 contains 9014 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 16 contains 10489 members 
Mstep: Class 17 contains 22180 members 
Mstep: Class 18 contains 36673 members 
Mstep: Class 19 contains 25180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23097104.000000 Penalty: 29676.943359
Iteration 14Q: 15 clusters Score -2.30971e+07 nChanged 17532
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 3 contains 14151 members 
Mstep: Class 4 contains 41496 members 
Mstep: Class 5 contains 21117 members 
Mstep: Class 6 contains 185778 members 
Mstep: Class 8 contains 60673 members 
Mstep: Class 9 contains 2517 members 
Mstep: Class 10 contains 17647 members 
Mstep: Class 12 contains 7176 members 
Mstep: Class 13 contains 1692 members 
Mstep: Class 16 contains 11443 members 
Mstep: Class 17 contains 21407 members 
Mstep: Class 18 contains 37466 members 
Mstep: Class 19 contains 24461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23104772.000000 Penalty: 29676.943359
Iteration 15Q: 15 clusters Score -2.310477e+07 nChanged 14873
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 3 contains 12852 members 
Mstep: Class 4 contains 43135 members 
Mstep: Class 5 contains 21618 members 
Mstep: Class 6 contains 189958 members 
Mstep: Class 8 contains 60198 members 
Mstep: Class 9 contains 2444 members 
Mstep: Class 10 contains 16357 members 
Mstep: Class 12 contains 5745 members 
Mstep: Class 13 contains 1643 members 
Mstep: Class 16 contains 12412 members 
Mstep: Class 17 contains 20622 members 
Mstep: Class 18 contains 37940 members 
Mstep: Class 19 contains 23611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23110638.000000 Penalty: 29676.943359
Iteration 16Q: 15 clusters Score -2.311064e+07 nChanged 12643
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 3 contains 11735 members 
Mstep: Class 4 contains 44618 members 
Mstep: Class 5 contains 22045 members 
Mstep: Class 6 contains 193540 members 
Mstep: Class 8 contains 59805 members 
Mstep: Class 9 contains 2410 members 
Mstep: Class 10 contains 15283 members 
Mstep: Class 12 contains 4657 members 
Mstep: Class 13 contains 1602 members 
Mstep: Class 16 contains 13319 members 
Mstep: Class 17 contains 19899 members 
Mstep: Class 18 contains 38182 members 
Mstep: Class 19 contains 22665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23115324.000000 Penalty: 29676.943359
Iteration 17Q: 15 clusters Score -2.311532e+07 nChanged 10966
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 3 contains 10652 members 
Mstep: Class 4 contains 46082 members 
Mstep: Class 5 contains 22454 members 
Mstep: Class 6 contains 196715 members 
Mstep: Class 8 contains 59440 members 
Mstep: Class 9 contains 2390 members 
Mstep: Class 10 contains 14342 members 
Mstep: Class 12 contains 3799 members 
Mstep: Class 13 contains 1567 members 
Mstep: Class 16 contains 14106 members 
Mstep: Class 17 contains 19220 members 
Mstep: Class 18 contains 38188 members 
Mstep: Class 19 contains 21729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23119016.000000 Penalty: 29676.943359
Iteration 18Q: 15 clusters Score -2.311902e+07 nChanged 9559
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 3 contains 9794 members 
Mstep: Class 4 contains 47363 members 
Mstep: Class 5 contains 22781 members 
Mstep: Class 6 contains 199475 members 
Mstep: Class 8 contains 59069 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 13512 members 
Mstep: Class 12 contains 3183 members 
Mstep: Class 13 contains 1556 members 
Mstep: Class 16 contains 14835 members 
Mstep: Class 17 contains 18598 members 
Mstep: Class 18 contains 38125 members 
Mstep: Class 19 contains 20778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23122042.000000 Penalty: 29676.943359
Iteration 19Q: 15 clusters Score -2.312204e+07 nChanged 8383
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 3 contains 9049 members 
Mstep: Class 4 contains 48463 members 
Mstep: Class 5 contains 23106 members 
Mstep: Class 6 contains 201976 members 
Mstep: Class 8 contains 58607 members 
Mstep: Class 9 contains 2376 members 
Mstep: Class 10 contains 12802 members 
Mstep: Class 12 contains 2689 members 
Mstep: Class 13 contains 1547 members 
Mstep: Class 16 contains 15451 members 
Mstep: Class 17 contains 18056 members 
Mstep: Class 18 contains 37993 members 
Mstep: Class 19 contains 19884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23124410.000000 Penalty: 29676.943359
Iteration 20F: 15 clusters Score -2.312441e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 3 contains 8402 members 
Mstep: Class 4 contains 49325 members 
Mstep: Class 5 contains 23409 members 
Mstep: Class 6 contains 204246 members 
Mstep: Class 8 contains 58173 members 
Mstep: Class 9 contains 2371 members 
Mstep: Class 10 contains 12218 members 
Mstep: Class 12 contains 2294 members 
Mstep: Class 13 contains 1540 members 
Mstep: Class 16 contains 16009 members 
Mstep: Class 17 contains 17578 members 
Mstep: Class 18 contains 37729 members 
Mstep: Class 19 contains 19111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23126494.000000 Penalty: 29676.943359
Iteration 21Q: 15 clusters Score -2.312649e+07 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 3 contains 7822 members 
Mstep: Class 4 contains 49969 members 
Mstep: Class 5 contains 23669 members 
Mstep: Class 6 contains 206377 members 
Mstep: Class 8 contains 57784 members 
Mstep: Class 9 contains 2360 members 
Mstep: Class 10 contains 11737 members 
Mstep: Class 12 contains 2000 members 
Mstep: Class 13 contains 1537 members 
Mstep: Class 16 contains 16481 members 
Mstep: Class 17 contains 17158 members 
Mstep: Class 18 contains 37448 members 
Mstep: Class 19 contains 18368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23127942.000000 Penalty: 29676.943359
Iteration 22Q: 15 clusters Score -2.312794e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 3 contains 7310 members 
Mstep: Class 4 contains 50496 members 
Mstep: Class 5 contains 23839 members 
Mstep: Class 6 contains 208375 members 
Mstep: Class 8 contains 57446 members 
Mstep: Class 9 contains 2347 members 
Mstep: Class 10 contains 11328 members 
Mstep: Class 12 contains 1788 members 
Mstep: Class 13 contains 1535 members 
Mstep: Class 16 contains 16858 members 
Mstep: Class 17 contains 16788 members 
Mstep: Class 18 contains 37146 members 
Mstep: Class 19 contains 17692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2043.605347 but Gain 2119.781250
Score: -23128922.000000 Penalty: 27557.162109
Iteration 23Q: 14 clusters Score -2.312892e+07 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 3 contains 6875 members 
Mstep: Class 4 contains 50972 members 
Mstep: Class 5 contains 24132 members 
Mstep: Class 6 contains 211004 members 
Mstep: Class 8 contains 57249 members 
Mstep: Class 9 contains 2364 members 
Mstep: Class 10 contains 11018 members 
Mstep: Class 13 contains 1529 members 
Mstep: Class 16 contains 17179 members 
Mstep: Class 17 contains 16501 members 
Mstep: Class 18 contains 36949 members 
Mstep: Class 19 contains 17143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23131768.000000 Penalty: 27557.162109
Iteration 24Q: 14 clusters Score -2.313177e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 3 contains 6370 members 
Mstep: Class 4 contains 51244 members 
Mstep: Class 5 contains 24244 members 
Mstep: Class 6 contains 212919 members 
Mstep: Class 8 contains 56830 members 
Mstep: Class 9 contains 2371 members 
Mstep: Class 10 contains 10701 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 16 contains 17457 members 
Mstep: Class 17 contains 16204 members 
Mstep: Class 18 contains 36665 members 
Mstep: Class 19 contains 16529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23132846.000000 Penalty: 27557.162109
Iteration 25Q: 14 clusters Score -2.313285e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 3 contains 5892 members 
Mstep: Class 4 contains 51387 members 
Mstep: Class 5 contains 24343 members 
Mstep: Class 6 contains 214768 members 
Mstep: Class 8 contains 56493 members 
Mstep: Class 9 contains 2383 members 
Mstep: Class 10 contains 10428 members 
Mstep: Class 13 contains 1532 members 
Mstep: Class 16 contains 17697 members 
Mstep: Class 17 contains 15923 members 
Mstep: Class 18 contains 36377 members 
Mstep: Class 19 contains 15991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23133526.000000 Penalty: 27557.162109
Iteration 26Q: 14 clusters Score -2.313353e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 3 contains 5479 members 
Mstep: Class 4 contains 51403 members 
Mstep: Class 5 contains 24420 members 
Mstep: Class 6 contains 216520 members 
Mstep: Class 8 contains 56208 members 
Mstep: Class 9 contains 2389 members 
Mstep: Class 10 contains 10208 members 
Mstep: Class 13 contains 1546 members 
Mstep: Class 16 contains 17883 members 
Mstep: Class 17 contains 15684 members 
Mstep: Class 18 contains 36139 members 
Mstep: Class 19 contains 15490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23134058.000000 Penalty: 27557.162109
Iteration 27Q: 14 clusters Score -2.313406e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 3 contains 5129 members 
Mstep: Class 4 contains 51310 members 
Mstep: Class 5 contains 24457 members 
Mstep: Class 6 contains 218281 members 
Mstep: Class 8 contains 55945 members 
Mstep: Class 9 contains 2393 members 
Mstep: Class 10 contains 10053 members 
Mstep: Class 13 contains 1562 members 
Mstep: Class 16 contains 18041 members 
Mstep: Class 17 contains 15423 members 
Mstep: Class 18 contains 35909 members 
Mstep: Class 19 contains 15024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23134562.000000 Penalty: 27557.162109
Iteration 28Q: 14 clusters Score -2.313456e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 3 contains 4827 members 
Mstep: Class 4 contains 51139 members 
Mstep: Class 5 contains 24510 members 
Mstep: Class 6 contains 219959 members 
Mstep: Class 8 contains 55724 members 
Mstep: Class 9 contains 2398 members 
Mstep: Class 10 contains 9917 members 
Mstep: Class 13 contains 1570 members 
Mstep: Class 16 contains 18202 members 
Mstep: Class 17 contains 15182 members 
Mstep: Class 18 contains 35656 members 
Mstep: Class 19 contains 14609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23134900.000000 Penalty: 27557.162109
Iteration 29Q: 14 clusters Score -2.31349e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 3 contains 4545 members 
Mstep: Class 4 contains 50957 members 
Mstep: Class 5 contains 24550 members 
Mstep: Class 6 contains 221642 members 
Mstep: Class 8 contains 55510 members 
Mstep: Class 9 contains 2413 members 
Mstep: Class 10 contains 9778 members 
Mstep: Class 13 contains 1591 members 
Mstep: Class 16 contains 18303 members 
Mstep: Class 17 contains 14965 members 
Mstep: Class 18 contains 35410 members 
Mstep: Class 19 contains 14193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23135300.000000 Penalty: 27557.162109
Iteration 30Q: 14 clusters Score -2.31353e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 3 contains 4305 members 
Mstep: Class 4 contains 50672 members 
Mstep: Class 5 contains 24602 members 
Mstep: Class 6 contains 223273 members 
Mstep: Class 8 contains 55319 members 
Mstep: Class 9 contains 2417 members 
Mstep: Class 10 contains 9680 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 16 contains 18385 members 
Mstep: Class 17 contains 14759 members 
Mstep: Class 18 contains 35163 members 
Mstep: Class 19 contains 13827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23135616.000000 Penalty: 27557.162109
Iteration 31Q: 14 clusters Score -2.313562e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 3 contains 4076 members 
Mstep: Class 4 contains 50399 members 
Mstep: Class 5 contains 24635 members 
Mstep: Class 6 contains 224878 members 
Mstep: Class 8 contains 55129 members 
Mstep: Class 9 contains 2421 members 
Mstep: Class 10 contains 9592 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 16 contains 18436 members 
Mstep: Class 17 contains 14580 members 
Mstep: Class 18 contains 34930 members 
Mstep: Class 19 contains 13448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23135880.000000 Penalty: 27557.162109
Iteration 32Q: 14 clusters Score -2.313588e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 50030 members 
Mstep: Class 5 contains 24666 members 
Mstep: Class 6 contains 226497 members 
Mstep: Class 8 contains 54926 members 
Mstep: Class 9 contains 2429 members 
Mstep: Class 10 contains 9510 members 
Mstep: Class 13 contains 1681 members 
Mstep: Class 16 contains 18501 members 
Mstep: Class 17 contains 14427 members 
Mstep: Class 18 contains 34681 members 
Mstep: Class 19 contains 13100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23136060.000000 Penalty: 27557.162109
Iteration 33Q: 14 clusters Score -2.313606e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 3 contains 3726 members 
Mstep: Class 4 contains 49602 members 
Mstep: Class 5 contains 24679 members 
Mstep: Class 6 contains 228116 members 
Mstep: Class 8 contains 54759 members 
Mstep: Class 9 contains 2444 members 
Mstep: Class 10 contains 9438 members 
Mstep: Class 13 contains 1727 members 
Mstep: Class 16 contains 18550 members 
Mstep: Class 17 contains 14278 members 
Mstep: Class 18 contains 34447 members 
Mstep: Class 19 contains 12733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23136348.000000 Penalty: 27557.162109
Iteration 34Q: 14 clusters Score -2.313635e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 3 contains 3563 members 
Mstep: Class 4 contains 49117 members 
Mstep: Class 5 contains 24707 members 
Mstep: Class 6 contains 229809 members 
Mstep: Class 8 contains 54550 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 9374 members 
Mstep: Class 13 contains 1781 members 
Mstep: Class 16 contains 18558 members 
Mstep: Class 17 contains 14120 members 
Mstep: Class 18 contains 34224 members 
Mstep: Class 19 contains 12408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23136650.000000 Penalty: 27557.162109
Iteration 35Q: 14 clusters Score -2.313665e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 48623 members 
Mstep: Class 5 contains 24721 members 
Mstep: Class 6 contains 231518 members 
Mstep: Class 8 contains 54360 members 
Mstep: Class 9 contains 2464 members 
Mstep: Class 10 contains 9308 members 
Mstep: Class 13 contains 1809 members 
Mstep: Class 16 contains 18568 members 
Mstep: Class 17 contains 13958 members 
Mstep: Class 18 contains 34019 members 
Mstep: Class 19 contains 12095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23136834.000000 Penalty: 27557.162109
Iteration 36Q: 14 clusters Score -2.313683e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 3 contains 3274 members 
Mstep: Class 4 contains 48074 members 
Mstep: Class 5 contains 24761 members 
Mstep: Class 6 contains 233213 members 
Mstep: Class 8 contains 54159 members 
Mstep: Class 9 contains 2467 members 
Mstep: Class 10 contains 9250 members 
Mstep: Class 13 contains 1846 members 
Mstep: Class 16 contains 18598 members 
Mstep: Class 17 contains 13789 members 
Mstep: Class 18 contains 33782 members 
Mstep: Class 19 contains 11792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23137168.000000 Penalty: 27557.162109
Iteration 37Q: 14 clusters Score -2.313717e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 3 contains 3162 members 
Mstep: Class 4 contains 47489 members 
Mstep: Class 5 contains 24792 members 
Mstep: Class 6 contains 234880 members 
Mstep: Class 8 contains 53961 members 
Mstep: Class 9 contains 2472 members 
Mstep: Class 10 contains 9207 members 
Mstep: Class 13 contains 1899 members 
Mstep: Class 16 contains 18610 members 
Mstep: Class 17 contains 13612 members 
Mstep: Class 18 contains 33548 members 
Mstep: Class 19 contains 11514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23137342.000000 Penalty: 27557.162109
Iteration 38Q: 14 clusters Score -2.313734e+07 nChanged 2229
Entering ConstructFrom: 
Score: -23137342.000000 Penalty: 27557.162109
Entering ConstructFrom: 
Trying to split cluster 1 (7408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Entering Unmasked Estep 
Score: -394291.843750 Penalty: 1447.926270
	Iteration 0F: 2 clusters Score -394291.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -388773.187500 Penalty: 2895.852539
	Iteration 0F: 3 clusters Score -388773.2 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -390479.218750 Penalty: 2895.852539
	Iteration 1F: 3 clusters Score -390479.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -390727.875000 Penalty: 2895.852539
	Iteration 2F: 3 clusters Score -390727.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -390996.531250 Penalty: 2895.852539
	Iteration 3F: 3 clusters Score -390996.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -391289.531250 Penalty: 2895.852539
	Iteration 4F: 3 clusters Score -391289.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -391597.375000 Penalty: 2895.852539
	Iteration 5F: 3 clusters Score -391597.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -391865.437500 Penalty: 2895.852539
	Iteration 6F: 3 clusters Score -391865.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -392125.718750 Penalty: 2895.852539
	Iteration 7Q: 3 clusters Score -392125.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -392392.093750 Penalty: 2895.852539
	Iteration 8Q: 3 clusters Score -392392.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -392616.968750 Penalty: 2895.852539
	Iteration 9Q: 3 clusters Score -392617 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -392777.156250 Penalty: 2895.852539
	Iteration 10Q: 3 clusters Score -392777.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -392891.437500 Penalty: 2895.852539
	Iteration 11Q: 3 clusters Score -392891.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -392970.406250 Penalty: 2895.852539
	Iteration 12Q: 3 clusters Score -392970.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -393024.031250 Penalty: 2895.852539
	Iteration 13Q: 3 clusters Score -393024 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -393058.937500 Penalty: 2895.852539
	Iteration 14Q: 3 clusters Score -393058.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -393084.000000 Penalty: 2895.852539
	Iteration 15Q: 3 clusters Score -393084 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -393100.656250 Penalty: 2895.852539
	Iteration 16Q: 3 clusters Score -393100.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -393120.875000 Penalty: 2895.852539
	Iteration 17Q: 3 clusters Score -393120.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -393138.156250 Penalty: 2895.852539
	Iteration 18Q: 3 clusters Score -393138.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -393146.781250 Penalty: 2895.852539
	Iteration 19Q: 3 clusters Score -393146.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -393150.843750 Penalty: 2895.852539
	Iteration 20F: 3 clusters Score -393150.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -393153.781250 Penalty: 2895.852539
	Iteration 21Q: 3 clusters Score -393153.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -393154.250000 Penalty: 2895.852539
	Iteration 22Q: 3 clusters Score -393154.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -393156.500000 Penalty: 2895.852539
	Iteration 23Q: 3 clusters Score -393156.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -393158.312500 Penalty: 2895.852539
	Iteration 24Q: 3 clusters Score -393158.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -393160.187500 Penalty: 2895.852539
	Iteration 25Q: 3 clusters Score -393160.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -393161.875000 Penalty: 2895.852539
	Iteration 26Q: 3 clusters Score -393161.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -393162.718750 Penalty: 2895.852539
	Iteration 27Q: 3 clusters Score -393162.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -393163.718750 Penalty: 2895.852539
	Iteration 28Q: 3 clusters Score -393163.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -393165.093750 Penalty: 2895.852539
	Iteration 29Q: 3 clusters Score -393165.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -393165.937500 Penalty: 2895.852539
	Iteration 30Q: 3 clusters Score -393165.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -393166.406250 Penalty: 2895.852539
	Iteration 31Q: 3 clusters Score -393166.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -393168.281250 Penalty: 2895.852539
	Iteration 32Q: 3 clusters Score -393168.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -393170.968750 Penalty: 2895.852539
	Iteration 33Q: 3 clusters Score -393171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -393172.375000 Penalty: 2895.852539
	Iteration 34Q: 3 clusters Score -393172.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -393173.031250 Penalty: 2895.852539
	Iteration 35Q: 3 clusters Score -393173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -393173.500000 Penalty: 2895.852539
	Iteration 36Q: 3 clusters Score -393173.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -393174.093750 Penalty: 2895.852539
	Iteration 37Q: 3 clusters Score -393174.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -393175.500000 Penalty: 2895.852539
	Iteration 38Q: 3 clusters Score -393175.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -393175.656250 Penalty: 2895.852539
	Iteration 39Q: 3 clusters Score -393175.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -393175.656250 Penalty: 2895.852539
	Iteration 40F: 3 clusters Score -393175.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -393176.718750 Penalty: 2895.852539
	Iteration 41Q: 3 clusters Score -393176.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -393177.156250 Penalty: 2895.852539
	Iteration 42Q: 3 clusters Score -393177.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -393177.156250 Penalty: 2895.852539
	Iteration 43F: 3 clusters Score -393177.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Entering Unmasked Estep 
Score: -176486.625000 Penalty: 1303.720703
	Iteration 0F: 2 clusters Score -176486.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -173653.875000 Penalty: 2607.441406
	Iteration 0F: 3 clusters Score -173653.9 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -174287.546875 Penalty: 2607.441406
	Iteration 1F: 3 clusters Score -174287.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -174411.171875 Penalty: 2607.441406
	Iteration 2F: 3 clusters Score -174411.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -174487.671875 Penalty: 2607.441406
	Iteration 3Q: 3 clusters Score -174487.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -174548.125000 Penalty: 2607.441406
	Iteration 4Q: 3 clusters Score -174548.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -174593.406250 Penalty: 2607.441406
	Iteration 5Q: 3 clusters Score -174593.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -174619.359375 Penalty: 2607.441406
	Iteration 6Q: 3 clusters Score -174619.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -174642.375000 Penalty: 2607.441406
	Iteration 7Q: 3 clusters Score -174642.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -174660.437500 Penalty: 2607.441406
	Iteration 8Q: 3 clusters Score -174660.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -174675.890625 Penalty: 2607.441406
	Iteration 9Q: 3 clusters Score -174675.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -174687.546875 Penalty: 2607.441406
	Iteration 10Q: 3 clusters Score -174687.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -174698.281250 Penalty: 2607.441406
	Iteration 11Q: 3 clusters Score -174698.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -174714.812500 Penalty: 2607.441406
	Iteration 12Q: 3 clusters Score -174714.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -174733.515625 Penalty: 2607.441406
	Iteration 13Q: 3 clusters Score -174733.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -174748.890625 Penalty: 2607.441406
	Iteration 14Q: 3 clusters Score -174748.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -174766.593750 Penalty: 2607.441406
	Iteration 15Q: 3 clusters Score -174766.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -174782.531250 Penalty: 2607.441406
	Iteration 16Q: 3 clusters Score -174782.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -174806.203125 Penalty: 2607.441406
	Iteration 17Q: 3 clusters Score -174806.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -174829.796875 Penalty: 2607.441406
	Iteration 18Q: 3 clusters Score -174829.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -174853.281250 Penalty: 2607.441406
	Iteration 19Q: 3 clusters Score -174853.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -174882.968750 Penalty: 2607.441406
	Iteration 20F: 3 clusters Score -174883 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -174916.156250 Penalty: 2607.441406
	Iteration 21Q: 3 clusters Score -174916.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -174953.234375 Penalty: 2607.441406
	Iteration 22Q: 3 clusters Score -174953.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -174993.765625 Penalty: 2607.441406
	Iteration 23Q: 3 clusters Score -174993.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -175024.687500 Penalty: 2607.441406
	Iteration 24Q: 3 clusters Score -175024.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -175049.000000 Penalty: 2607.441406
	Iteration 25Q: 3 clusters Score -175049 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -175071.953125 Penalty: 2607.441406
	Iteration 26Q: 3 clusters Score -175072 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -175087.921875 Penalty: 2607.441406
	Iteration 27Q: 3 clusters Score -175087.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -175106.078125 Penalty: 2607.441406
	Iteration 28Q: 3 clusters Score -175106.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -175125.562500 Penalty: 2607.441406
	Iteration 29Q: 3 clusters Score -175125.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -175136.500000 Penalty: 2607.441406
	Iteration 30Q: 3 clusters Score -175136.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -175156.093750 Penalty: 2607.441406
	Iteration 31Q: 3 clusters Score -175156.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -175180.000000 Penalty: 2607.441406
	Iteration 32Q: 3 clusters Score -175180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -175201.031250 Penalty: 2607.441406
	Iteration 33Q: 3 clusters Score -175201 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -175220.718750 Penalty: 2607.441406
	Iteration 34Q: 3 clusters Score -175220.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -175247.796875 Penalty: 2607.441406
	Iteration 35Q: 3 clusters Score -175247.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -175267.687500 Penalty: 2607.441406
	Iteration 36Q: 3 clusters Score -175267.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -175279.390625 Penalty: 2607.441406
	Iteration 37Q: 3 clusters Score -175279.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -175288.593750 Penalty: 2607.441406
	Iteration 38Q: 3 clusters Score -175288.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -175296.515625 Penalty: 2607.441406
	Iteration 39Q: 3 clusters Score -175296.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -175305.203125 Penalty: 2607.441406
	Iteration 40F: 3 clusters Score -175305.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -175313.031250 Penalty: 2607.441406
	Iteration 41Q: 3 clusters Score -175313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -175320.656250 Penalty: 2607.441406
	Iteration 42Q: 3 clusters Score -175320.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -175330.078125 Penalty: 2607.441406
	Iteration 43Q: 3 clusters Score -175330.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -175331.781250 Penalty: 2607.441406
	Iteration 44Q: 3 clusters Score -175331.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -175334.500000 Penalty: 2607.441406
	Iteration 45Q: 3 clusters Score -175334.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -175334.500000 Penalty: 2607.441406
	Iteration 46F: 3 clusters Score -175334.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46865 members 
Entering Unmasked Estep 
Score: -2446762.250000 Penalty: 1747.691895
	Iteration 0F: 2 clusters Score -2446762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -2415517.750000 Penalty: 3495.383789
	Iteration 0F: 3 clusters Score -2415518 nChanged 21806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -2427607.250000 Penalty: 3495.383789
	Iteration 1F: 3 clusters Score -2427607 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -2427993.750000 Penalty: 3495.383789
	Iteration 2Q: 3 clusters Score -2427994 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -2428403.250000 Penalty: 3495.383789
	Iteration 3Q: 3 clusters Score -2428403 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -2428946.750000 Penalty: 3495.383789
	Iteration 4Q: 3 clusters Score -2428947 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -2429779.750000 Penalty: 3495.383789
	Iteration 5Q: 3 clusters Score -2429780 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2431180.750000 Penalty: 3495.383789
	Iteration 6F: 3 clusters Score -2431181 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -2433239.000000 Penalty: 3495.383789
	Iteration 7F: 3 clusters Score -2433239 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2435843.750000 Penalty: 3495.383789
	Iteration 8F: 3 clusters Score -2435844 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -2438454.500000 Penalty: 3495.383789
	Iteration 9F: 3 clusters Score -2438454 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2440771.750000 Penalty: 3495.383789
	Iteration 10F: 3 clusters Score -2440772 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43743 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2442614.750000 Penalty: 3495.383789
	Iteration 11Q: 3 clusters Score -2442615 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44951 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2443884.250000 Penalty: 3495.383789
	Iteration 12Q: 3 clusters Score -2443884 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2444494.500000 Penalty: 3495.383789
	Iteration 13Q: 3 clusters Score -2444494 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2444816.000000 Penalty: 3495.383789
	Iteration 14Q: 3 clusters Score -2444816 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2444972.000000 Penalty: 3495.383789
	Iteration 15Q: 3 clusters Score -2444972 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45941 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2445065.750000 Penalty: 3495.383789
	Iteration 16Q: 3 clusters Score -2445066 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45990 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2445123.750000 Penalty: 3495.383789
	Iteration 17Q: 3 clusters Score -2445124 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46024 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2445167.750000 Penalty: 3495.383789
	Iteration 18Q: 3 clusters Score -2445168 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46048 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2445192.750000 Penalty: 3495.383789
	Iteration 19Q: 3 clusters Score -2445193 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46062 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2445208.250000 Penalty: 3495.383789
	Iteration 20F: 3 clusters Score -2445208 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2445222.500000 Penalty: 3495.383789
	Iteration 21Q: 3 clusters Score -2445222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2445241.750000 Penalty: 3495.383789
	Iteration 22Q: 3 clusters Score -2445242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2445251.250000 Penalty: 3495.383789
	Iteration 23Q: 3 clusters Score -2445251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46117 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2445251.000000 Penalty: 3495.383789
	Iteration 24Q: 3 clusters Score -2445251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46118 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2445258.750000 Penalty: 3495.383789
	Iteration 25Q: 3 clusters Score -2445259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46119 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2445261.750000 Penalty: 3495.383789
	Iteration 26Q: 3 clusters Score -2445262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46123 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2445262.750000 Penalty: 3495.383789
	Iteration 27Q: 3 clusters Score -2445263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46126 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2445260.500000 Penalty: 3495.383789
	Iteration 28Q: 3 clusters Score -2445260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46126 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2445263.500000 Penalty: 3495.383789
	Iteration 29Q: 3 clusters Score -2445264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46127 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2445260.500000 Penalty: 3495.383789
	Iteration 30Q: 3 clusters Score -2445260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46129 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2445261.500000 Penalty: 3495.383789
	Iteration 31Q: 3 clusters Score -2445262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2445266.250000 Penalty: 3495.383789
	Iteration 32Q: 3 clusters Score -2445266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2445267.750000 Penalty: 3495.383789
	Iteration 33Q: 3 clusters Score -2445268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46137 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2445268.250000 Penalty: 3495.383789
	Iteration 34Q: 3 clusters Score -2445268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46139 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2445268.250000 Penalty: 3495.383789
	Iteration 35Q: 3 clusters Score -2445268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2445268.000000 Penalty: 3495.383789
	Iteration 36Q: 3 clusters Score -2445268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2445269.500000 Penalty: 3495.383789
	Iteration 37Q: 3 clusters Score -2445270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46144 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2445266.750000 Penalty: 3495.383789
	Iteration 38Q: 3 clusters Score -2445267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2445270.500000 Penalty: 3495.383789
	Iteration 39Q: 3 clusters Score -2445270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2445271.000000 Penalty: 3495.383789
	Iteration 40F: 3 clusters Score -2445271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2445274.000000 Penalty: 3495.383789
	Iteration 41Q: 3 clusters Score -2445274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2445272.250000 Penalty: 3495.383789
	Iteration 42Q: 3 clusters Score -2445272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2445273.250000 Penalty: 3495.383789
	Iteration 43Q: 3 clusters Score -2445273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2445274.250000 Penalty: 3495.383789
	Iteration 44Q: 3 clusters Score -2445274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46161 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2445275.750000 Penalty: 3495.383789
	Iteration 45Q: 3 clusters Score -2445276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46163 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2445276.500000 Penalty: 3495.383789
	Iteration 46Q: 3 clusters Score -2445276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2445275.000000 Penalty: 3495.383789
	Iteration 47Q: 3 clusters Score -2445275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2445275.250000 Penalty: 3495.383789
	Iteration 48Q: 3 clusters Score -2445275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46167 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2445276.750000 Penalty: 3495.383789
	Iteration 49Q: 3 clusters Score -2445277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2445273.500000 Penalty: 3495.383789
	Iteration 50Q: 3 clusters Score -2445274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46168 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2445274.750000 Penalty: 3495.383789
	Iteration 51Q: 3 clusters Score -2445275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2445274.500000 Penalty: 3495.383789
	Iteration 52Q: 3 clusters Score -2445274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2445279.000000 Penalty: 3495.383789
	Iteration 53Q: 3 clusters Score -2445279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2445281.000000 Penalty: 3495.383789
	Iteration 54Q: 3 clusters Score -2445281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46181 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2445279.250000 Penalty: 3495.383789
	Iteration 55Q: 3 clusters Score -2445279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2445282.500000 Penalty: 3495.383789
	Iteration 56Q: 3 clusters Score -2445282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2445282.500000 Penalty: 3495.383789
	Iteration 57F: 3 clusters Score -2445282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Entering Unmasked Estep 
Score: -1319417.375000 Penalty: 1644.396729
	Iteration 0F: 2 clusters Score -1319417 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 12348 members 
Entering Unmasked Estep 
Score: -1302714.250000 Penalty: 3288.793457
	Iteration 0F: 3 clusters Score -1302714 nChanged 11284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1308894.000000 Penalty: 3288.793457
	Iteration 1F: 3 clusters Score -1308894 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1309272.750000 Penalty: 3288.793457
	Iteration 2Q: 3 clusters Score -1309273 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1309652.625000 Penalty: 3288.793457
	Iteration 3Q: 3 clusters Score -1309653 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1310059.625000 Penalty: 3288.793457
	Iteration 4Q: 3 clusters Score -1310060 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1310553.500000 Penalty: 3288.793457
	Iteration 5Q: 3 clusters Score -1310554 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1311229.750000 Penalty: 3288.793457
	Iteration 6F: 3 clusters Score -1311230 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1312086.500000 Penalty: 3288.793457
	Iteration 7F: 3 clusters Score -1312086 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1313134.750000 Penalty: 3288.793457
	Iteration 8F: 3 clusters Score -1313135 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1314315.500000 Penalty: 3288.793457
	Iteration 9F: 3 clusters Score -1314316 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1315534.250000 Penalty: 3288.793457
	Iteration 10F: 3 clusters Score -1315534 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1316486.375000 Penalty: 3288.793457
	Iteration 11Q: 3 clusters Score -1316486 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1317113.250000 Penalty: 3288.793457
	Iteration 12Q: 3 clusters Score -1317113 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1317491.875000 Penalty: 3288.793457
	Iteration 13Q: 3 clusters Score -1317492 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1317692.375000 Penalty: 3288.793457
	Iteration 14Q: 3 clusters Score -1317692 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1317811.000000 Penalty: 3288.793457
	Iteration 15Q: 3 clusters Score -1317811 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1317897.500000 Penalty: 3288.793457
	Iteration 16Q: 3 clusters Score -1317898 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1317940.750000 Penalty: 3288.793457
	Iteration 17Q: 3 clusters Score -1317941 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1317971.750000 Penalty: 3288.793457
	Iteration 18Q: 3 clusters Score -1317972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1317988.000000 Penalty: 3288.793457
	Iteration 19Q: 3 clusters Score -1317988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1317997.125000 Penalty: 3288.793457
	Iteration 20F: 3 clusters Score -1317997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1317997.750000 Penalty: 3288.793457
	Iteration 21Q: 3 clusters Score -1317998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1317998.125000 Penalty: 3288.793457
	Iteration 22Q: 3 clusters Score -1317998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1318005.625000 Penalty: 3288.793457
	Iteration 23Q: 3 clusters Score -1318006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1318010.625000 Penalty: 3288.793457
	Iteration 24Q: 3 clusters Score -1318011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1318013.250000 Penalty: 3288.793457
	Iteration 25Q: 3 clusters Score -1318013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1318015.625000 Penalty: 3288.793457
	Iteration 26Q: 3 clusters Score -1318016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1318017.875000 Penalty: 3288.793457
	Iteration 27Q: 3 clusters Score -1318018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1318017.875000 Penalty: 3288.793457
	Iteration 28F: 3 clusters Score -1318018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (236597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236597 members 
Entering Unmasked Estep 
Score: -12149851.000000 Penalty: 2010.793335
	Iteration 0F: 2 clusters Score -1.214985e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117943 members 
Mstep: Class 2 contains 118654 members 
Entering Unmasked Estep 
Score: -11990388.000000 Penalty: 4021.586670
	Iteration 0F: 3 clusters Score -1.199039e+07 nChanged 115088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105357 members 
Mstep: Class 2 contains 131240 members 
Entering Unmasked Estep 
Score: -12059291.000000 Penalty: 4021.586670
	Iteration 1F: 3 clusters Score -1.205929e+07 nChanged 8920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97933 members 
Mstep: Class 2 contains 138664 members 
Entering Unmasked Estep 
Score: -12062384.000000 Penalty: 4021.586670
	Iteration 2Q: 3 clusters Score -1.206238e+07 nChanged 12396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86361 members 
Mstep: Class 2 contains 150236 members 
Entering Unmasked Estep 
Score: -12068292.000000 Penalty: 4021.586670
	Iteration 3F: 3 clusters Score -1.206829e+07 nChanged 17264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69395 members 
Mstep: Class 2 contains 167202 members 
Entering Unmasked Estep 
Score: -12079805.000000 Penalty: 4021.586670
	Iteration 4F: 3 clusters Score -1.20798e+07 nChanged 21867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47602 members 
Mstep: Class 2 contains 188995 members 
Entering Unmasked Estep 
Score: -12098857.000000 Penalty: 4021.586670
	Iteration 5F: 3 clusters Score -1.209886e+07 nChanged 22430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 211405 members 
Entering Unmasked Estep 
Score: -12122182.000000 Penalty: 4021.586670
	Iteration 6F: 3 clusters Score -1.212218e+07 nChanged 15737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 227142 members 
Entering Unmasked Estep 
Score: -12138998.000000 Penalty: 4021.586670
	Iteration 7F: 3 clusters Score -1.2139e+07 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 233902 members 
Entering Unmasked Estep 
Score: -12145687.000000 Penalty: 4021.586670
	Iteration 8Q: 3 clusters Score -1.214569e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 235869 members 
Entering Unmasked Estep 
Score: -12147409.000000 Penalty: 4021.586670
	Iteration 9Q: 3 clusters Score -1.214741e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 236315 members 
Entering Unmasked Estep 
Score: -12147774.000000 Penalty: 4021.586670
	Iteration 10Q: 3 clusters Score -1.214777e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 236427 members 
Entering Unmasked Estep 
Score: -12147915.000000 Penalty: 4021.586670
	Iteration 11Q: 3 clusters Score -1.214792e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 236456 members 
Entering Unmasked Estep 
Score: -12147981.000000 Penalty: 4021.586670
	Iteration 12Q: 3 clusters Score -1.214798e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 236462 members 
Entering Unmasked Estep 
Score: -12148004.000000 Penalty: 4021.586670
	Iteration 13Q: 3 clusters Score -1.2148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 236466 members 
Entering Unmasked Estep 
Score: -12148010.000000 Penalty: 4021.586670
	Iteration 14Q: 3 clusters Score -1.214801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 236466 members 
Entering Unmasked Estep 
Score: -12148010.000000 Penalty: 4021.586670
	Iteration 15F: 3 clusters Score -1.214801e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (53767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53767 members 
Entering Unmasked Estep 
Score: -2760718.000000 Penalty: 1770.017456
	Iteration 0F: 2 clusters Score -2760718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -2724787.250000 Penalty: 3540.034912
	Iteration 0F: 3 clusters Score -2724787 nChanged 25322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -2738926.750000 Penalty: 3540.034912
	Iteration 1F: 3 clusters Score -2738927 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -2739525.250000 Penalty: 3540.034912
	Iteration 2Q: 3 clusters Score -2739525 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -2740268.500000 Penalty: 3540.034912
	Iteration 3Q: 3 clusters Score -2740268 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -2741447.000000 Penalty: 3540.034912
	Iteration 4Q: 3 clusters Score -2741447 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -2743129.500000 Penalty: 3540.034912
	Iteration 5F: 3 clusters Score -2743130 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31958 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -2745448.000000 Penalty: 3540.034912
	Iteration 6F: 3 clusters Score -2745448 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -2748312.500000 Penalty: 3540.034912
	Iteration 7F: 3 clusters Score -2748312 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -2751417.750000 Penalty: 3540.034912
	Iteration 8F: 3 clusters Score -2751418 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2753964.500000 Penalty: 3540.034912
	Iteration 9F: 3 clusters Score -2753964 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41070 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -2755577.250000 Penalty: 3540.034912
	Iteration 10F: 3 clusters Score -2755577 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2756552.250000 Penalty: 3540.034912
	Iteration 11Q: 3 clusters Score -2756552 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43386 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2757166.250000 Penalty: 3540.034912
	Iteration 12Q: 3 clusters Score -2757166 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2757566.250000 Penalty: 3540.034912
	Iteration 13Q: 3 clusters Score -2757566 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2757889.250000 Penalty: 3540.034912
	Iteration 14Q: 3 clusters Score -2757889 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2758151.500000 Penalty: 3540.034912
	Iteration 15Q: 3 clusters Score -2758152 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2758473.250000 Penalty: 3540.034912
	Iteration 16Q: 3 clusters Score -2758473 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46781 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -2758951.250000 Penalty: 3540.034912
	Iteration 17Q: 3 clusters Score -2758951 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -2759616.750000 Penalty: 3540.034912
	Iteration 18Q: 3 clusters Score -2759617 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47522 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2760257.500000 Penalty: 3540.034912
	Iteration 19Q: 3 clusters Score -2760258 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -2760587.000000 Penalty: 3540.034912
	Iteration 20F: 3 clusters Score -2760587 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47758 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -2760697.250000 Penalty: 3540.034912
	Iteration 21Q: 3 clusters Score -2760697 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -2760743.500000 Penalty: 3540.034912
	Iteration 22Q: 3 clusters Score -2760744 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -2760760.250000 Penalty: 3540.034912
	Iteration 23Q: 3 clusters Score -2760760 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47864 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -2760786.000000 Penalty: 3540.034912
	Iteration 24Q: 3 clusters Score -2760786 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47881 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -2760784.000000 Penalty: 3540.034912
	Iteration 25Q: 3 clusters Score -2760784 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47910 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2760789.750000 Penalty: 3540.034912
	Iteration 26Q: 3 clusters Score -2760790 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47943 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -2760792.750000 Penalty: 3540.034912
	Iteration 27Q: 3 clusters Score -2760793 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47984 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -2760813.500000 Penalty: 3540.034912
	Iteration 28Q: 3 clusters Score -2760814 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48036 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -2760841.000000 Penalty: 3540.034912
	Iteration 29Q: 3 clusters Score -2760841 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -2760859.750000 Penalty: 3540.034912
	Iteration 30Q: 3 clusters Score -2760860 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2760871.750000 Penalty: 3540.034912
	Iteration 31Q: 3 clusters Score -2760872 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48210 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -2760905.750000 Penalty: 3540.034912
	Iteration 32Q: 3 clusters Score -2760906 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -2760949.750000 Penalty: 3540.034912
	Iteration 33Q: 3 clusters Score -2760950 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48369 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -2760991.000000 Penalty: 3540.034912
	Iteration 34Q: 3 clusters Score -2760991 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48469 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -2761085.000000 Penalty: 3540.034912
	Iteration 35Q: 3 clusters Score -2761085 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48587 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2761196.250000 Penalty: 3540.034912
	Iteration 36Q: 3 clusters Score -2761196 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48738 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2761370.250000 Penalty: 3540.034912
	Iteration 37Q: 3 clusters Score -2761370 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48873 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -2761518.250000 Penalty: 3540.034912
	Iteration 38Q: 3 clusters Score -2761518 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48991 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -2761664.250000 Penalty: 3540.034912
	Iteration 39Q: 3 clusters Score -2761664 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49085 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2761772.500000 Penalty: 3540.034912
	Iteration 40F: 3 clusters Score -2761772 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49157 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -2761845.250000 Penalty: 3540.034912
	Iteration 41Q: 3 clusters Score -2761845 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49229 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2761884.250000 Penalty: 3540.034912
	Iteration 42Q: 3 clusters Score -2761884 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49278 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2761918.250000 Penalty: 3540.034912
	Iteration 43Q: 3 clusters Score -2761918 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49319 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -2761945.000000 Penalty: 3540.034912
	Iteration 44Q: 3 clusters Score -2761945 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49360 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -2761959.000000 Penalty: 3540.034912
	Iteration 45Q: 3 clusters Score -2761959 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49391 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -2761980.250000 Penalty: 3540.034912
	Iteration 46Q: 3 clusters Score -2761980 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49415 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2761976.750000 Penalty: 3540.034912
	Iteration 47Q: 3 clusters Score -2761977 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49441 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -2761986.250000 Penalty: 3540.034912
	Iteration 48Q: 3 clusters Score -2761986 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49467 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2761997.750000 Penalty: 3540.034912
	Iteration 49Q: 3 clusters Score -2761998 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49491 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -2762001.000000 Penalty: 3540.034912
	Iteration 50Q: 3 clusters Score -2762001 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49508 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -2762017.000000 Penalty: 3540.034912
	Iteration 51Q: 3 clusters Score -2762017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49518 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2762017.250000 Penalty: 3540.034912
	Iteration 52Q: 3 clusters Score -2762017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49527 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -2762017.500000 Penalty: 3540.034912
	Iteration 53Q: 3 clusters Score -2762018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49534 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2762019.750000 Penalty: 3540.034912
	Iteration 54Q: 3 clusters Score -2762020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49536 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -2762019.000000 Penalty: 3540.034912
	Iteration 55Q: 3 clusters Score -2762019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49536 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -2762019.000000 Penalty: 3540.034912
	Iteration 56F: 3 clusters Score -2762019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 4231 members 
Mstep: Class 3 contains 3050 members 
Mstep: Class 4 contains 46865 members 
Mstep: Class 5 contains 24819 members 
Mstep: Class 6 contains 236597 members 
Mstep: Class 8 contains 49536 members 
Mstep: Class 9 contains 2481 members 
Mstep: Class 10 contains 9168 members 
Mstep: Class 13 contains 1937 members 
Mstep: Class 16 contains 18606 members 
Mstep: Class 17 contains 13422 members 
Mstep: Class 18 contains 33300 members 
Mstep: Class 19 contains 11268 members 
Entering Unmasked Estep 
Score: -23138256.000000 Penalty: 29676.943359
Splitting cluster 8 changes total score from -23137342.000000 to -23138256.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 9 (2481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Entering Unmasked Estep 
Score: -108133.007812 Penalty: 1270.167725
	Iteration 0F: 2 clusters Score -108133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -105726.828125 Penalty: 2540.335449
	Iteration 0F: 3 clusters Score -105726.8 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -106372.070312 Penalty: 2540.335449
	Iteration 1F: 3 clusters Score -106372.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -106586.156250 Penalty: 2540.335449
	Iteration 2F: 3 clusters Score -106586.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -106713.523438 Penalty: 2540.335449
	Iteration 3F: 3 clusters Score -106713.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -106822.335938 Penalty: 2540.335449
	Iteration 4Q: 3 clusters Score -106822.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -106918.492188 Penalty: 2540.335449
	Iteration 5Q: 3 clusters Score -106918.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -107017.046875 Penalty: 2540.335449
	Iteration 6Q: 3 clusters Score -107017 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -107148.585938 Penalty: 2540.335449
	Iteration 7Q: 3 clusters Score -107148.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -107301.085938 Penalty: 2540.335449
	Iteration 8Q: 3 clusters Score -107301.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -107408.031250 Penalty: 2540.335449
	Iteration 9Q: 3 clusters Score -107408 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -107468.804688 Penalty: 2540.335449
	Iteration 10Q: 3 clusters Score -107468.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -107515.718750 Penalty: 2540.335449
	Iteration 11Q: 3 clusters Score -107515.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -107553.601562 Penalty: 2540.335449
	Iteration 12Q: 3 clusters Score -107553.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -107581.695312 Penalty: 2540.335449
	Iteration 13Q: 3 clusters Score -107581.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -107595.867188 Penalty: 2540.335449
	Iteration 14Q: 3 clusters Score -107595.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -107608.031250 Penalty: 2540.335449
	Iteration 15Q: 3 clusters Score -107608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -107619.531250 Penalty: 2540.335449
	Iteration 16Q: 3 clusters Score -107619.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -107625.562500 Penalty: 2540.335449
	Iteration 17Q: 3 clusters Score -107625.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -107634.632812 Penalty: 2540.335449
	Iteration 18Q: 3 clusters Score -107634.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -107639.312500 Penalty: 2540.335449
	Iteration 19Q: 3 clusters Score -107639.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -107643.992188 Penalty: 2540.335449
	Iteration 20F: 3 clusters Score -107644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -107648.507812 Penalty: 2540.335449
	Iteration 21Q: 3 clusters Score -107648.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -107651.851562 Penalty: 2540.335449
	Iteration 22Q: 3 clusters Score -107651.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -107653.906250 Penalty: 2540.335449
	Iteration 23Q: 3 clusters Score -107653.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -107655.539062 Penalty: 2540.335449
	Iteration 24Q: 3 clusters Score -107655.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -107657.726562 Penalty: 2540.335449
	Iteration 25Q: 3 clusters Score -107657.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -107658.875000 Penalty: 2540.335449
	Iteration 26Q: 3 clusters Score -107658.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -107659.070312 Penalty: 2540.335449
	Iteration 27Q: 3 clusters Score -107659.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -107659.070312 Penalty: 2540.335449
	Iteration 28F: 3 clusters Score -107659.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Entering Unmasked Estep 
Score: -444783.531250 Penalty: 1482.564575
	Iteration 0F: 2 clusters Score -444783.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -438149.781250 Penalty: 2965.129150
	Iteration 0F: 3 clusters Score -438149.8 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -440330.937500 Penalty: 2965.129150
	Iteration 1F: 3 clusters Score -440330.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -440591.875000 Penalty: 2965.129150
	Iteration 2F: 3 clusters Score -440591.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -440871.562500 Penalty: 2965.129150
	Iteration 3F: 3 clusters Score -440871.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -441293.312500 Penalty: 2965.129150
	Iteration 4F: 3 clusters Score -441293.3 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -441848.687500 Penalty: 2965.129150
	Iteration 5F: 3 clusters Score -441848.7 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -442428.250000 Penalty: 2965.129150
	Iteration 6F: 3 clusters Score -442428.2 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -442942.937500 Penalty: 2965.129150
	Iteration 7F: 3 clusters Score -442942.9 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -443349.718750 Penalty: 2965.129150
	Iteration 8F: 3 clusters Score -443349.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -443608.906250 Penalty: 2965.129150
	Iteration 9Q: 3 clusters Score -443608.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -443763.718750 Penalty: 2965.129150
	Iteration 10Q: 3 clusters Score -443763.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -443852.812500 Penalty: 2965.129150
	Iteration 11Q: 3 clusters Score -443852.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -443906.500000 Penalty: 2965.129150
	Iteration 12Q: 3 clusters Score -443906.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -443939.718750 Penalty: 2965.129150
	Iteration 13Q: 3 clusters Score -443939.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -443962.218750 Penalty: 2965.129150
	Iteration 14Q: 3 clusters Score -443962.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -443983.156250 Penalty: 2965.129150
	Iteration 15Q: 3 clusters Score -443983.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -444005.468750 Penalty: 2965.129150
	Iteration 16Q: 3 clusters Score -444005.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -444022.500000 Penalty: 2965.129150
	Iteration 17Q: 3 clusters Score -444022.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -444039.906250 Penalty: 2965.129150
	Iteration 18Q: 3 clusters Score -444039.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -444058.250000 Penalty: 2965.129150
	Iteration 19Q: 3 clusters Score -444058.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -444076.218750 Penalty: 2965.129150
	Iteration 20F: 3 clusters Score -444076.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -444103.156250 Penalty: 2965.129150
	Iteration 21Q: 3 clusters Score -444103.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -444141.843750 Penalty: 2965.129150
	Iteration 22Q: 3 clusters Score -444141.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -444185.687500 Penalty: 2965.129150
	Iteration 23Q: 3 clusters Score -444185.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -444246.500000 Penalty: 2965.129150
	Iteration 24Q: 3 clusters Score -444246.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -444311.625000 Penalty: 2965.129150
	Iteration 25Q: 3 clusters Score -444311.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -444380.000000 Penalty: 2965.129150
	Iteration 26Q: 3 clusters Score -444380 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -444435.656250 Penalty: 2965.129150
	Iteration 27Q: 3 clusters Score -444435.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -444472.968750 Penalty: 2965.129150
	Iteration 28Q: 3 clusters Score -444473 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -444490.937500 Penalty: 2965.129150
	Iteration 29Q: 3 clusters Score -444490.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -444513.937500 Penalty: 2965.129150
	Iteration 30Q: 3 clusters Score -444513.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -444521.531250 Penalty: 2965.129150
	Iteration 31Q: 3 clusters Score -444521.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -444525.187500 Penalty: 2965.129150
	Iteration 32Q: 3 clusters Score -444525.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -444527.968750 Penalty: 2965.129150
	Iteration 33Q: 3 clusters Score -444528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -444531.187500 Penalty: 2965.129150
	Iteration 34Q: 3 clusters Score -444531.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -444534.937500 Penalty: 2965.129150
	Iteration 35Q: 3 clusters Score -444534.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -444536.593750 Penalty: 2965.129150
	Iteration 36Q: 3 clusters Score -444536.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -444537.531250 Penalty: 2965.129150
	Iteration 37Q: 3 clusters Score -444537.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -444539.375000 Penalty: 2965.129150
	Iteration 38Q: 3 clusters Score -444539.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -444540.937500 Penalty: 2965.129150
	Iteration 39Q: 3 clusters Score -444540.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -444540.937500 Penalty: 2965.129150
	Iteration 40F: 3 clusters Score -444540.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Entering Unmasked Estep 
Score: -106938.257812 Penalty: 1229.945557
	Iteration 0F: 2 clusters Score -106938.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -104857.039062 Penalty: 2459.891113
	Iteration 0F: 3 clusters Score -104857 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -105292.179688 Penalty: 2459.891113
	Iteration 1F: 3 clusters Score -105292.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -105400.351562 Penalty: 2459.891113
	Iteration 2F: 3 clusters Score -105400.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -105462.843750 Penalty: 2459.891113
	Iteration 3Q: 3 clusters Score -105462.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -105503.609375 Penalty: 2459.891113
	Iteration 4Q: 3 clusters Score -105503.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -105528.007812 Penalty: 2459.891113
	Iteration 5Q: 3 clusters Score -105528 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -105548.109375 Penalty: 2459.891113
	Iteration 6Q: 3 clusters Score -105548.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -105561.367188 Penalty: 2459.891113
	Iteration 7Q: 3 clusters Score -105561.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -105565.359375 Penalty: 2459.891113
	Iteration 8Q: 3 clusters Score -105565.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -105568.148438 Penalty: 2459.891113
	Iteration 9Q: 3 clusters Score -105568.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -105571.937500 Penalty: 2459.891113
	Iteration 10Q: 3 clusters Score -105571.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -105573.851562 Penalty: 2459.891113
	Iteration 11Q: 3 clusters Score -105573.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -105574.906250 Penalty: 2459.891113
	Iteration 12Q: 3 clusters Score -105574.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -105577.632812 Penalty: 2459.891113
	Iteration 13Q: 3 clusters Score -105577.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -105578.281250 Penalty: 2459.891113
	Iteration 14Q: 3 clusters Score -105578.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -105578.664062 Penalty: 2459.891113
	Iteration 15Q: 3 clusters Score -105578.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -105578.664062 Penalty: 2459.891113
	Iteration 16F: 3 clusters Score -105578.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Entering Unmasked Estep 
Score: -992433.000000 Penalty: 1597.576416
	Iteration 0F: 2 clusters Score -992433 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 9297 members 
Entering Unmasked Estep 
Score: -979658.937500 Penalty: 3195.152832
	Iteration 0F: 3 clusters Score -979658.9 nChanged 8358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -984097.500000 Penalty: 3195.152832
	Iteration 1F: 3 clusters Score -984097.5 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -984379.937500 Penalty: 3195.152832
	Iteration 2Q: 3 clusters Score -984379.9 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -984598.875000 Penalty: 3195.152832
	Iteration 3Q: 3 clusters Score -984598.9 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -984799.562500 Penalty: 3195.152832
	Iteration 4Q: 3 clusters Score -984799.6 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -985005.250000 Penalty: 3195.152832
	Iteration 5Q: 3 clusters Score -985005.2 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -985221.562500 Penalty: 3195.152832
	Iteration 6Q: 3 clusters Score -985221.6 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -985451.625000 Penalty: 3195.152832
	Iteration 7Q: 3 clusters Score -985451.6 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -985773.750000 Penalty: 3195.152832
	Iteration 8Q: 3 clusters Score -985773.8 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -986242.125000 Penalty: 3195.152832
	Iteration 9Q: 3 clusters Score -986242.1 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -986878.312500 Penalty: 3195.152832
	Iteration 10Q: 3 clusters Score -986878.3 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -987715.062500 Penalty: 3195.152832
	Iteration 11F: 3 clusters Score -987715.1 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -988650.875000 Penalty: 3195.152832
	Iteration 12F: 3 clusters Score -988650.9 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -989331.062500 Penalty: 3195.152832
	Iteration 13Q: 3 clusters Score -989331.1 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -989766.937500 Penalty: 3195.152832
	Iteration 14Q: 3 clusters Score -989766.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -990065.937500 Penalty: 3195.152832
	Iteration 15Q: 3 clusters Score -990065.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -990260.937500 Penalty: 3195.152832
	Iteration 16Q: 3 clusters Score -990260.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -990407.937500 Penalty: 3195.152832
	Iteration 17Q: 3 clusters Score -990407.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -990516.375000 Penalty: 3195.152832
	Iteration 18Q: 3 clusters Score -990516.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -990601.625000 Penalty: 3195.152832
	Iteration 19Q: 3 clusters Score -990601.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -990682.937500 Penalty: 3195.152832
	Iteration 20F: 3 clusters Score -990682.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -990728.500000 Penalty: 3195.152832
	Iteration 21Q: 3 clusters Score -990728.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -990773.312500 Penalty: 3195.152832
	Iteration 22Q: 3 clusters Score -990773.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -990826.937500 Penalty: 3195.152832
	Iteration 23Q: 3 clusters Score -990826.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -990866.562500 Penalty: 3195.152832
	Iteration 24Q: 3 clusters Score -990866.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -990891.500000 Penalty: 3195.152832
	Iteration 25Q: 3 clusters Score -990891.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -990914.687500 Penalty: 3195.152832
	Iteration 26Q: 3 clusters Score -990914.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -990942.562500 Penalty: 3195.152832
	Iteration 27Q: 3 clusters Score -990942.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -990964.437500 Penalty: 3195.152832
	Iteration 28Q: 3 clusters Score -990964.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -990979.000000 Penalty: 3195.152832
	Iteration 29Q: 3 clusters Score -990979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -990987.062500 Penalty: 3195.152832
	Iteration 30Q: 3 clusters Score -990987.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -990990.125000 Penalty: 3195.152832
	Iteration 31Q: 3 clusters Score -990990.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -990994.812500 Penalty: 3195.152832
	Iteration 32Q: 3 clusters Score -990994.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -990997.437500 Penalty: 3195.152832
	Iteration 33Q: 3 clusters Score -990997.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -990998.500000 Penalty: 3195.152832
	Iteration 34Q: 3 clusters Score -990998.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -991000.750000 Penalty: 3195.152832
	Iteration 35Q: 3 clusters Score -991000.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -991004.500000 Penalty: 3195.152832
	Iteration 36Q: 3 clusters Score -991004.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -991006.312500 Penalty: 3195.152832
	Iteration 37Q: 3 clusters Score -991006.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -991013.312500 Penalty: 3195.152832
	Iteration 38Q: 3 clusters Score -991013.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -991021.500000 Penalty: 3195.152832
	Iteration 39Q: 3 clusters Score -991021.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -991031.000000 Penalty: 3195.152832
	Iteration 40F: 3 clusters Score -991031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -991044.875000 Penalty: 3195.152832
	Iteration 41Q: 3 clusters Score -991044.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -991048.437500 Penalty: 3195.152832
	Iteration 42Q: 3 clusters Score -991048.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -991057.312500 Penalty: 3195.152832
	Iteration 43Q: 3 clusters Score -991057.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -991063.000000 Penalty: 3195.152832
	Iteration 44Q: 3 clusters Score -991063 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -991069.937500 Penalty: 3195.152832
	Iteration 45Q: 3 clusters Score -991069.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -991080.687500 Penalty: 3195.152832
	Iteration 46Q: 3 clusters Score -991080.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -991086.750000 Penalty: 3195.152832
	Iteration 47Q: 3 clusters Score -991086.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -991092.875000 Penalty: 3195.152832
	Iteration 48Q: 3 clusters Score -991092.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -991094.937500 Penalty: 3195.152832
	Iteration 49Q: 3 clusters Score -991094.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -991096.375000 Penalty: 3195.152832
	Iteration 50Q: 3 clusters Score -991096.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -991097.937500 Penalty: 3195.152832
	Iteration 51Q: 3 clusters Score -991097.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -991099.812500 Penalty: 3195.152832
	Iteration 52Q: 3 clusters Score -991099.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -991099.875000 Penalty: 3195.152832
	Iteration 53Q: 3 clusters Score -991099.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -991099.875000 Penalty: 3195.152832
	Iteration 54F: 3 clusters Score -991099.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Entering Unmasked Estep 
Score: -720193.187500 Penalty: 1544.505615
	Iteration 0F: 2 clusters Score -720193.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -710825.312500 Penalty: 3089.011230
	Iteration 0F: 3 clusters Score -710825.3 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -714228.687500 Penalty: 3089.011230
	Iteration 1F: 3 clusters Score -714228.7 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -714652.937500 Penalty: 3089.011230
	Iteration 2F: 3 clusters Score -714652.9 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -715096.062500 Penalty: 3089.011230
	Iteration 3F: 3 clusters Score -715096.1 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -715632.312500 Penalty: 3089.011230
	Iteration 4F: 3 clusters Score -715632.3 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -716183.500000 Penalty: 3089.011230
	Iteration 5F: 3 clusters Score -716183.5 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -716741.375000 Penalty: 3089.011230
	Iteration 6F: 3 clusters Score -716741.4 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -717258.750000 Penalty: 3089.011230
	Iteration 7F: 3 clusters Score -717258.8 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -717631.375000 Penalty: 3089.011230
	Iteration 8Q: 3 clusters Score -717631.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -717826.437500 Penalty: 3089.011230
	Iteration 9Q: 3 clusters Score -717826.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -717910.500000 Penalty: 3089.011230
	Iteration 10Q: 3 clusters Score -717910.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -717951.562500 Penalty: 3089.011230
	Iteration 11Q: 3 clusters Score -717951.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -717980.187500 Penalty: 3089.011230
	Iteration 12Q: 3 clusters Score -717980.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -718002.937500 Penalty: 3089.011230
	Iteration 13Q: 3 clusters Score -718002.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -718017.437500 Penalty: 3089.011230
	Iteration 14Q: 3 clusters Score -718017.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -718038.312500 Penalty: 3089.011230
	Iteration 15Q: 3 clusters Score -718038.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -718051.812500 Penalty: 3089.011230
	Iteration 16Q: 3 clusters Score -718051.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -718064.812500 Penalty: 3089.011230
	Iteration 17Q: 3 clusters Score -718064.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -718077.562500 Penalty: 3089.011230
	Iteration 18Q: 3 clusters Score -718077.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -718087.437500 Penalty: 3089.011230
	Iteration 19Q: 3 clusters Score -718087.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -718097.187500 Penalty: 3089.011230
	Iteration 20F: 3 clusters Score -718097.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -718106.812500 Penalty: 3089.011230
	Iteration 21Q: 3 clusters Score -718106.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -718113.625000 Penalty: 3089.011230
	Iteration 22Q: 3 clusters Score -718113.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -718126.187500 Penalty: 3089.011230
	Iteration 23Q: 3 clusters Score -718126.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -718137.500000 Penalty: 3089.011230
	Iteration 24Q: 3 clusters Score -718137.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -718151.375000 Penalty: 3089.011230
	Iteration 25Q: 3 clusters Score -718151.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -718169.812500 Penalty: 3089.011230
	Iteration 26Q: 3 clusters Score -718169.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -718184.937500 Penalty: 3089.011230
	Iteration 27Q: 3 clusters Score -718184.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -718204.250000 Penalty: 3089.011230
	Iteration 28Q: 3 clusters Score -718204.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -718221.687500 Penalty: 3089.011230
	Iteration 29Q: 3 clusters Score -718221.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -718236.062500 Penalty: 3089.011230
	Iteration 30Q: 3 clusters Score -718236.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -718249.625000 Penalty: 3089.011230
	Iteration 31Q: 3 clusters Score -718249.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -718264.625000 Penalty: 3089.011230
	Iteration 32Q: 3 clusters Score -718264.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -718286.437500 Penalty: 3089.011230
	Iteration 33Q: 3 clusters Score -718286.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -718309.250000 Penalty: 3089.011230
	Iteration 34Q: 3 clusters Score -718309.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -718333.187500 Penalty: 3089.011230
	Iteration 35Q: 3 clusters Score -718333.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -718356.625000 Penalty: 3089.011230
	Iteration 36Q: 3 clusters Score -718356.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -718374.437500 Penalty: 3089.011230
	Iteration 37Q: 3 clusters Score -718374.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -718398.062500 Penalty: 3089.011230
	Iteration 38Q: 3 clusters Score -718398.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -718417.375000 Penalty: 3089.011230
	Iteration 39Q: 3 clusters Score -718417.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -718438.437500 Penalty: 3089.011230
	Iteration 40F: 3 clusters Score -718438.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -718461.812500 Penalty: 3089.011230
	Iteration 41Q: 3 clusters Score -718461.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -718478.562500 Penalty: 3089.011230
	Iteration 42Q: 3 clusters Score -718478.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -718499.000000 Penalty: 3089.011230
	Iteration 43Q: 3 clusters Score -718499 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -718527.375000 Penalty: 3089.011230
	Iteration 44Q: 3 clusters Score -718527.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -718554.250000 Penalty: 3089.011230
	Iteration 45Q: 3 clusters Score -718554.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -718576.562500 Penalty: 3089.011230
	Iteration 46Q: 3 clusters Score -718576.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -718595.125000 Penalty: 3089.011230
	Iteration 47Q: 3 clusters Score -718595.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -718609.562500 Penalty: 3089.011230
	Iteration 48Q: 3 clusters Score -718609.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -718615.500000 Penalty: 3089.011230
	Iteration 49Q: 3 clusters Score -718615.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -718626.687500 Penalty: 3089.011230
	Iteration 50Q: 3 clusters Score -718626.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -718643.062500 Penalty: 3089.011230
	Iteration 51Q: 3 clusters Score -718643.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -718658.500000 Penalty: 3089.011230
	Iteration 52Q: 3 clusters Score -718658.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -718668.937500 Penalty: 3089.011230
	Iteration 53Q: 3 clusters Score -718668.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -718678.937500 Penalty: 3089.011230
	Iteration 54Q: 3 clusters Score -718678.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -718688.500000 Penalty: 3089.011230
	Iteration 55Q: 3 clusters Score -718688.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -718700.312500 Penalty: 3089.011230
	Iteration 56Q: 3 clusters Score -718700.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -718712.562500 Penalty: 3089.011230
	Iteration 57Q: 3 clusters Score -718712.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -718726.875000 Penalty: 3089.011230
	Iteration 58Q: 3 clusters Score -718726.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -718742.687500 Penalty: 3089.011230
	Iteration 59Q: 3 clusters Score -718742.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -718756.187500 Penalty: 3089.011230
	Iteration 60F: 3 clusters Score -718756.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -718766.062500 Penalty: 3089.011230
	Iteration 61Q: 3 clusters Score -718766.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -718777.125000 Penalty: 3089.011230
	Iteration 62Q: 3 clusters Score -718777.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -718783.875000 Penalty: 3089.011230
	Iteration 63Q: 3 clusters Score -718783.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -718791.750000 Penalty: 3089.011230
	Iteration 64Q: 3 clusters Score -718791.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -718802.125000 Penalty: 3089.011230
	Iteration 65Q: 3 clusters Score -718802.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -718811.000000 Penalty: 3089.011230
	Iteration 66Q: 3 clusters Score -718811 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -718816.750000 Penalty: 3089.011230
	Iteration 67Q: 3 clusters Score -718816.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -718823.687500 Penalty: 3089.011230
	Iteration 68Q: 3 clusters Score -718823.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -718829.437500 Penalty: 3089.011230
	Iteration 69Q: 3 clusters Score -718829.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -718829.625000 Penalty: 3089.011230
	Iteration 70Q: 3 clusters Score -718829.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -718833.875000 Penalty: 3089.011230
	Iteration 71Q: 3 clusters Score -718833.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -718836.812500 Penalty: 3089.011230
	Iteration 72Q: 3 clusters Score -718836.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -718842.437500 Penalty: 3089.011230
	Iteration 73Q: 3 clusters Score -718842.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -718848.687500 Penalty: 3089.011230
	Iteration 74Q: 3 clusters Score -718848.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -718852.312500 Penalty: 3089.011230
	Iteration 75Q: 3 clusters Score -718852.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -718856.062500 Penalty: 3089.011230
	Iteration 76Q: 3 clusters Score -718856.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -718860.625000 Penalty: 3089.011230
	Iteration 77Q: 3 clusters Score -718860.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -718863.625000 Penalty: 3089.011230
	Iteration 78Q: 3 clusters Score -718863.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -718866.062500 Penalty: 3089.011230
	Iteration 79Q: 3 clusters Score -718866.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -718868.187500 Penalty: 3089.011230
	Iteration 80F: 3 clusters Score -718868.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -718874.000000 Penalty: 3089.011230
	Iteration 81Q: 3 clusters Score -718874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -718875.562500 Penalty: 3089.011230
	Iteration 82Q: 3 clusters Score -718875.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -718879.562500 Penalty: 3089.011230
	Iteration 83Q: 3 clusters Score -718879.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -718880.312500 Penalty: 3089.011230
	Iteration 84Q: 3 clusters Score -718880.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -718880.375000 Penalty: 3089.011230
	Iteration 85Q: 3 clusters Score -718880.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -718880.437500 Penalty: 3089.011230
	Iteration 86Q: 3 clusters Score -718880.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -718878.750000 Penalty: 3089.011230
	Iteration 87Q: 3 clusters Score -718878.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -718879.000000 Penalty: 3089.011230
	Iteration 88Q: 3 clusters Score -718879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -718879.437500 Penalty: 3089.011230
	Iteration 89Q: 3 clusters Score -718879.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -718878.750000 Penalty: 3089.011230
	Iteration 90Q: 3 clusters Score -718878.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -718879.625000 Penalty: 3089.011230
	Iteration 91Q: 3 clusters Score -718879.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -718879.937500 Penalty: 3089.011230
	Iteration 92Q: 3 clusters Score -718879.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -718880.437500 Penalty: 3089.011230
	Iteration 93Q: 3 clusters Score -718880.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -718882.625000 Penalty: 3089.011230
	Iteration 94Q: 3 clusters Score -718882.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -718881.562500 Penalty: 3089.011230
	Iteration 95Q: 3 clusters Score -718881.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -718883.000000 Penalty: 3089.011230
	Iteration 96Q: 3 clusters Score -718883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -718882.875000 Penalty: 3089.011230
	Iteration 97Q: 3 clusters Score -718882.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -718885.875000 Penalty: 3089.011230
	Iteration 98Q: 3 clusters Score -718885.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -718886.562500 Penalty: 3089.011230
	Iteration 99Q: 3 clusters Score -718886.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -718885.625000 Penalty: 3089.011230
	Iteration 100F: 3 clusters Score -718885.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -718886.937500 Penalty: 3089.011230
	Iteration 101Q: 3 clusters Score -718886.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -718886.500000 Penalty: 3089.011230
	Iteration 102Q: 3 clusters Score -718886.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -718886.437500 Penalty: 3089.011230
	Iteration 103Q: 3 clusters Score -718886.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -718886.437500 Penalty: 3089.011230
	Iteration 104Q: 3 clusters Score -718886.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -718886.437500 Penalty: 3089.011230
	Iteration 105F: 3 clusters Score -718886.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (33300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Entering Unmasked Estep 
Score: -1715967.500000 Penalty: 1692.163330
	Iteration 0F: 2 clusters Score -1715968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -1693604.000000 Penalty: 3384.326660
	Iteration 0F: 3 clusters Score -1693604 nChanged 15395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -1702191.375000 Penalty: 3384.326660
	Iteration 1F: 3 clusters Score -1702191 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -1702685.625000 Penalty: 3384.326660
	Iteration 2Q: 3 clusters Score -1702686 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -1703215.000000 Penalty: 3384.326660
	Iteration 3Q: 3 clusters Score -1703215 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -1703833.250000 Penalty: 3384.326660
	Iteration 4Q: 3 clusters Score -1703833 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -1704722.500000 Penalty: 3384.326660
	Iteration 5Q: 3 clusters Score -1704722 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -1706110.000000 Penalty: 3384.326660
	Iteration 6F: 3 clusters Score -1706110 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -1708037.875000 Penalty: 3384.326660
	Iteration 7F: 3 clusters Score -1708038 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -1710269.375000 Penalty: 3384.326660
	Iteration 8F: 3 clusters Score -1710269 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -1712166.000000 Penalty: 3384.326660
	Iteration 9F: 3 clusters Score -1712166 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -1713386.875000 Penalty: 3384.326660
	Iteration 10Q: 3 clusters Score -1713387 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -1713978.375000 Penalty: 3384.326660
	Iteration 11Q: 3 clusters Score -1713978 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -1714231.500000 Penalty: 3384.326660
	Iteration 12Q: 3 clusters Score -1714232 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -1714324.250000 Penalty: 3384.326660
	Iteration 13Q: 3 clusters Score -1714324 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -1714374.625000 Penalty: 3384.326660
	Iteration 14Q: 3 clusters Score -1714375 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -1714410.125000 Penalty: 3384.326660
	Iteration 15Q: 3 clusters Score -1714410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -1714435.000000 Penalty: 3384.326660
	Iteration 16Q: 3 clusters Score -1714435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -1714452.125000 Penalty: 3384.326660
	Iteration 17Q: 3 clusters Score -1714452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -1714461.500000 Penalty: 3384.326660
	Iteration 18Q: 3 clusters Score -1714462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -1714470.250000 Penalty: 3384.326660
	Iteration 19Q: 3 clusters Score -1714470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -1714474.500000 Penalty: 3384.326660
	Iteration 20F: 3 clusters Score -1714474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -1714475.625000 Penalty: 3384.326660
	Iteration 21Q: 3 clusters Score -1714476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -1714476.875000 Penalty: 3384.326660
	Iteration 22Q: 3 clusters Score -1714477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -1714476.250000 Penalty: 3384.326660
	Iteration 23Q: 3 clusters Score -1714476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -1714476.250000 Penalty: 3384.326660
	Iteration 24F: 3 clusters Score -1714476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Entering Unmasked Estep 
Score: -605750.937500 Penalty: 1516.079834
	Iteration 0F: 2 clusters Score -605750.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -597706.625000 Penalty: 3032.159668
	Iteration 0F: 3 clusters Score -597706.6 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -600450.812500 Penalty: 3032.159668
	Iteration 1F: 3 clusters Score -600450.8 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -600847.250000 Penalty: 3032.159668
	Iteration 2F: 3 clusters Score -600847.2 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -601308.687500 Penalty: 3032.159668
	Iteration 3F: 3 clusters Score -601308.7 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -601846.937500 Penalty: 3032.159668
	Iteration 4F: 3 clusters Score -601846.9 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -602452.562500 Penalty: 3032.159668
	Iteration 5F: 3 clusters Score -602452.6 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -603104.250000 Penalty: 3032.159668
	Iteration 6F: 3 clusters Score -603104.2 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -603667.125000 Penalty: 3032.159668
	Iteration 7F: 3 clusters Score -603667.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -604027.000000 Penalty: 3032.159668
	Iteration 8Q: 3 clusters Score -604027 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -604228.625000 Penalty: 3032.159668
	Iteration 9Q: 3 clusters Score -604228.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -604331.562500 Penalty: 3032.159668
	Iteration 10Q: 3 clusters Score -604331.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -604392.000000 Penalty: 3032.159668
	Iteration 11Q: 3 clusters Score -604392 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -604437.687500 Penalty: 3032.159668
	Iteration 12Q: 3 clusters Score -604437.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -604470.062500 Penalty: 3032.159668
	Iteration 13Q: 3 clusters Score -604470.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -604485.062500 Penalty: 3032.159668
	Iteration 14Q: 3 clusters Score -604485.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -604493.250000 Penalty: 3032.159668
	Iteration 15Q: 3 clusters Score -604493.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -604500.187500 Penalty: 3032.159668
	Iteration 16Q: 3 clusters Score -604500.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -604506.375000 Penalty: 3032.159668
	Iteration 17Q: 3 clusters Score -604506.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -604511.000000 Penalty: 3032.159668
	Iteration 18Q: 3 clusters Score -604511 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -604517.500000 Penalty: 3032.159668
	Iteration 19Q: 3 clusters Score -604517.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -604520.812500 Penalty: 3032.159668
	Iteration 20F: 3 clusters Score -604520.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -604525.562500 Penalty: 3032.159668
	Iteration 21Q: 3 clusters Score -604525.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -604527.875000 Penalty: 3032.159668
	Iteration 22Q: 3 clusters Score -604527.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -604530.750000 Penalty: 3032.159668
	Iteration 23Q: 3 clusters Score -604530.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -604532.187500 Penalty: 3032.159668
	Iteration 24Q: 3 clusters Score -604532.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -604536.687500 Penalty: 3032.159668
	Iteration 25Q: 3 clusters Score -604536.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -604541.625000 Penalty: 3032.159668
	Iteration 26Q: 3 clusters Score -604541.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -604541.812500 Penalty: 3032.159668
	Iteration 27Q: 3 clusters Score -604541.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -604545.562500 Penalty: 3032.159668
	Iteration 28Q: 3 clusters Score -604545.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -604545.812500 Penalty: 3032.159668
	Iteration 29Q: 3 clusters Score -604545.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -604551.000000 Penalty: 3032.159668
	Iteration 30Q: 3 clusters Score -604551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -604551.187500 Penalty: 3032.159668
	Iteration 31Q: 3 clusters Score -604551.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -604554.625000 Penalty: 3032.159668
	Iteration 32Q: 3 clusters Score -604554.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -604558.250000 Penalty: 3032.159668
	Iteration 33Q: 3 clusters Score -604558.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -604559.312500 Penalty: 3032.159668
	Iteration 34Q: 3 clusters Score -604559.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -604562.437500 Penalty: 3032.159668
	Iteration 35Q: 3 clusters Score -604562.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -604565.187500 Penalty: 3032.159668
	Iteration 36Q: 3 clusters Score -604565.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -604567.125000 Penalty: 3032.159668
	Iteration 37Q: 3 clusters Score -604567.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -604570.062500 Penalty: 3032.159668
	Iteration 38Q: 3 clusters Score -604570.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -604573.875000 Penalty: 3032.159668
	Iteration 39Q: 3 clusters Score -604573.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -604575.812500 Penalty: 3032.159668
	Iteration 40F: 3 clusters Score -604575.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -604579.187500 Penalty: 3032.159668
	Iteration 41Q: 3 clusters Score -604579.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -604582.000000 Penalty: 3032.159668
	Iteration 42Q: 3 clusters Score -604582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -604585.812500 Penalty: 3032.159668
	Iteration 43Q: 3 clusters Score -604585.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -604589.875000 Penalty: 3032.159668
	Iteration 44Q: 3 clusters Score -604589.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -604595.750000 Penalty: 3032.159668
	Iteration 45Q: 3 clusters Score -604595.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -604602.250000 Penalty: 3032.159668
	Iteration 46Q: 3 clusters Score -604602.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -604605.375000 Penalty: 3032.159668
	Iteration 47Q: 3 clusters Score -604605.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -604608.687500 Penalty: 3032.159668
	Iteration 48Q: 3 clusters Score -604608.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -604611.500000 Penalty: 3032.159668
	Iteration 49Q: 3 clusters Score -604611.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -604612.250000 Penalty: 3032.159668
	Iteration 50Q: 3 clusters Score -604612.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -604612.625000 Penalty: 3032.159668
	Iteration 51Q: 3 clusters Score -604612.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -604614.875000 Penalty: 3032.159668
	Iteration 52Q: 3 clusters Score -604614.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -604615.937500 Penalty: 3032.159668
	Iteration 53Q: 3 clusters Score -604615.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -604621.500000 Penalty: 3032.159668
	Iteration 54Q: 3 clusters Score -604621.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -604622.250000 Penalty: 3032.159668
	Iteration 55Q: 3 clusters Score -604622.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -604624.500000 Penalty: 3032.159668
	Iteration 56Q: 3 clusters Score -604624.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -604626.312500 Penalty: 3032.159668
	Iteration 57Q: 3 clusters Score -604626.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -604628.187500 Penalty: 3032.159668
	Iteration 58Q: 3 clusters Score -604628.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -604631.687500 Penalty: 3032.159668
	Iteration 59Q: 3 clusters Score -604631.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -604633.375000 Penalty: 3032.159668
	Iteration 60F: 3 clusters Score -604633.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -604638.312500 Penalty: 3032.159668
	Iteration 61Q: 3 clusters Score -604638.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -604639.812500 Penalty: 3032.159668
	Iteration 62Q: 3 clusters Score -604639.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -604642.562500 Penalty: 3032.159668
	Iteration 63Q: 3 clusters Score -604642.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -604645.625000 Penalty: 3032.159668
	Iteration 64Q: 3 clusters Score -604645.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -604649.000000 Penalty: 3032.159668
	Iteration 65Q: 3 clusters Score -604649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -604653.687500 Penalty: 3032.159668
	Iteration 66Q: 3 clusters Score -604653.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -604654.562500 Penalty: 3032.159668
	Iteration 67Q: 3 clusters Score -604654.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -604657.187500 Penalty: 3032.159668
	Iteration 68Q: 3 clusters Score -604657.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -604660.625000 Penalty: 3032.159668
	Iteration 69Q: 3 clusters Score -604660.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -604662.125000 Penalty: 3032.159668
	Iteration 70Q: 3 clusters Score -604662.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -604666.437500 Penalty: 3032.159668
	Iteration 71Q: 3 clusters Score -604666.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -604668.500000 Penalty: 3032.159668
	Iteration 72Q: 3 clusters Score -604668.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -604670.687500 Penalty: 3032.159668
	Iteration 73Q: 3 clusters Score -604670.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -604677.187500 Penalty: 3032.159668
	Iteration 74Q: 3 clusters Score -604677.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -604685.187500 Penalty: 3032.159668
	Iteration 75Q: 3 clusters Score -604685.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -604688.000000 Penalty: 3032.159668
	Iteration 76Q: 3 clusters Score -604688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -604689.500000 Penalty: 3032.159668
	Iteration 77Q: 3 clusters Score -604689.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -604690.062500 Penalty: 3032.159668
	Iteration 78Q: 3 clusters Score -604690.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -604692.437500 Penalty: 3032.159668
	Iteration 79Q: 3 clusters Score -604692.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -604694.000000 Penalty: 3032.159668
	Iteration 80F: 3 clusters Score -604694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -604696.937500 Penalty: 3032.159668
	Iteration 81Q: 3 clusters Score -604696.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -604700.000000 Penalty: 3032.159668
	Iteration 82Q: 3 clusters Score -604700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -604703.437500 Penalty: 3032.159668
	Iteration 83Q: 3 clusters Score -604703.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -604705.125000 Penalty: 3032.159668
	Iteration 84Q: 3 clusters Score -604705.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -604704.937500 Penalty: 3032.159668
	Iteration 85Q: 3 clusters Score -604704.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -604704.375000 Penalty: 3032.159668
	Iteration 86Q: 3 clusters Score -604704.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -604703.500000 Penalty: 3032.159668
	Iteration 87Q: 3 clusters Score -604703.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -604703.000000 Penalty: 3032.159668
	Iteration 88Q: 3 clusters Score -604703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -604705.437500 Penalty: 3032.159668
	Iteration 89Q: 3 clusters Score -604705.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -604706.375000 Penalty: 3032.159668
	Iteration 90Q: 3 clusters Score -604706.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -604706.687500 Penalty: 3032.159668
	Iteration 91Q: 3 clusters Score -604706.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -604706.750000 Penalty: 3032.159668
	Iteration 92Q: 3 clusters Score -604706.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -604709.375000 Penalty: 3032.159668
	Iteration 93Q: 3 clusters Score -604709.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -604708.500000 Penalty: 3032.159668
	Iteration 94Q: 3 clusters Score -604708.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -604707.750000 Penalty: 3032.159668
	Iteration 95Q: 3 clusters Score -604707.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -604708.375000 Penalty: 3032.159668
	Iteration 96Q: 3 clusters Score -604708.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -604708.750000 Penalty: 3032.159668
	Iteration 97Q: 3 clusters Score -604708.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -604708.437500 Penalty: 3032.159668
	Iteration 98Q: 3 clusters Score -604708.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -604708.437500 Penalty: 3032.159668
	Iteration 99F: 3 clusters Score -604708.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 3 contains 3050 members 
Mstep: Class 4 contains 46865 members 
Mstep: Class 5 contains 24819 members 
Mstep: Class 6 contains 236597 members 
Mstep: Class 8 contains 49536 members 
Mstep: Class 9 contains 2481 members 
Mstep: Class 10 contains 9168 members 
Mstep: Class 13 contains 1937 members 
Mstep: Class 16 contains 18606 members 
Mstep: Class 17 contains 13422 members 
Mstep: Class 18 contains 33300 members 
Mstep: Class 19 contains 11268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23139310.000000 Penalty: 29676.943359
Iteration 39Q: 15 clusters Score -2.313931e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 4258 members 
Mstep: Class 3 contains 2939 members 
Mstep: Class 4 contains 46152 members 
Mstep: Class 5 contains 24963 members 
Mstep: Class 6 contains 238970 members 
Mstep: Class 8 contains 48540 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 9125 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 16 contains 18655 members 
Mstep: Class 17 contains 13265 members 
Mstep: Class 18 contains 33053 members 
Mstep: Class 19 contains 11046 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 15 clusters Score -2.31404e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 4372 members 
Mstep: Class 3 contains 2838 members 
Mstep: Class 4 contains 45389 members 
Mstep: Class 5 contains 25067 members 
Mstep: Class 6 contains 241354 members 
Mstep: Class 8 contains 47698 members 
Mstep: Class 9 contains 2469 members 
Mstep: Class 10 contains 9084 members 
Mstep: Class 13 contains 1934 members 
Mstep: Class 16 contains 18681 members 
Mstep: Class 17 contains 13053 members 
Mstep: Class 18 contains 32825 members 
Mstep: Class 19 contains 10773 members 
Entering Unmasked Estep 
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Iteration 41Q: 15 clusters Score -2.314103e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 4483 members 
Mstep: Class 3 contains 2745 members 
Mstep: Class 4 contains 44618 members 
Mstep: Class 5 contains 25154 members 
Mstep: Class 6 contains 243750 members 
Mstep: Class 8 contains 46982 members 
Mstep: Class 9 contains 2500 members 
Mstep: Class 10 contains 9047 members 
Mstep: Class 13 contains 1934 members 
Mstep: Class 16 contains 18669 members 
Mstep: Class 17 contains 12761 members 
Mstep: Class 18 contains 32553 members 
Mstep: Class 19 contains 10500 members 
Entering Unmasked Estep 
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Iteration 42Q: 15 clusters Score -2.314147e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 4574 members 
Mstep: Class 3 contains 2671 members 
Mstep: Class 4 contains 43800 members 
Mstep: Class 5 contains 25220 members 
Mstep: Class 6 contains 246152 members 
Mstep: Class 8 contains 46338 members 
Mstep: Class 9 contains 2511 members 
Mstep: Class 10 contains 9017 members 
Mstep: Class 13 contains 1953 members 
Mstep: Class 16 contains 18640 members 
Mstep: Class 17 contains 12458 members 
Mstep: Class 18 contains 32300 members 
Mstep: Class 19 contains 10236 members 
Entering Unmasked Estep 
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Iteration 43Q: 15 clusters Score -2.314192e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 4658 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 4 contains 42892 members 
Mstep: Class 5 contains 25271 members 
Mstep: Class 6 contains 248635 members 
Mstep: Class 8 contains 45847 members 
Mstep: Class 9 contains 2509 members 
Mstep: Class 10 contains 8987 members 
Mstep: Class 13 contains 1968 members 
Mstep: Class 16 contains 18566 members 
Mstep: Class 17 contains 12137 members 
Mstep: Class 18 contains 32017 members 
Mstep: Class 19 contains 9978 members 
Entering Unmasked Estep 
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Iteration 44Q: 15 clusters Score -2.314227e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 4726 members 
Mstep: Class 3 contains 2509 members 
Mstep: Class 4 contains 41962 members 
Mstep: Class 5 contains 25309 members 
Mstep: Class 6 contains 251109 members 
Mstep: Class 8 contains 45412 members 
Mstep: Class 9 contains 2521 members 
Mstep: Class 10 contains 8943 members 
Mstep: Class 13 contains 1995 members 
Mstep: Class 16 contains 18483 members 
Mstep: Class 17 contains 11803 members 
Mstep: Class 18 contains 31715 members 
Mstep: Class 19 contains 9732 members 
Entering Unmasked Estep 
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Iteration 45Q: 15 clusters Score -2.314252e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 4782 members 
Mstep: Class 3 contains 2444 members 
Mstep: Class 4 contains 41035 members 
Mstep: Class 5 contains 25315 members 
Mstep: Class 6 contains 253575 members 
Mstep: Class 8 contains 45012 members 
Mstep: Class 9 contains 2544 members 
Mstep: Class 10 contains 8893 members 
Mstep: Class 13 contains 2023 members 
Mstep: Class 16 contains 18380 members 
Mstep: Class 17 contains 11467 members 
Mstep: Class 18 contains 31425 members 
Mstep: Class 19 contains 9480 members 
Entering Unmasked Estep 
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Iteration 46Q: 15 clusters Score -2.314293e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 4844 members 
Mstep: Class 3 contains 2393 members 
Mstep: Class 4 contains 40186 members 
Mstep: Class 5 contains 25318 members 
Mstep: Class 6 contains 255922 members 
Mstep: Class 8 contains 44669 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 8837 members 
Mstep: Class 13 contains 2044 members 
Mstep: Class 16 contains 18255 members 
Mstep: Class 17 contains 11150 members 
Mstep: Class 18 contains 31131 members 
Mstep: Class 19 contains 9230 members 
Entering Unmasked Estep 
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Iteration 47Q: 15 clusters Score -2.31432e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 4892 members 
Mstep: Class 3 contains 2326 members 
Mstep: Class 4 contains 39311 members 
Mstep: Class 5 contains 25301 members 
Mstep: Class 6 contains 258351 members 
Mstep: Class 8 contains 44355 members 
Mstep: Class 9 contains 2558 members 
Mstep: Class 10 contains 8791 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 16 contains 18120 members 
Mstep: Class 17 contains 10816 members 
Mstep: Class 18 contains 30818 members 
Mstep: Class 19 contains 8957 members 
Entering Unmasked Estep 
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Iteration 48Q: 15 clusters Score -2.314373e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 4935 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 38394 members 
Mstep: Class 5 contains 25268 members 
Mstep: Class 6 contains 260793 members 
Mstep: Class 8 contains 44057 members 
Mstep: Class 9 contains 2565 members 
Mstep: Class 10 contains 8742 members 
Mstep: Class 13 contains 2106 members 
Mstep: Class 16 contains 17970 members 
Mstep: Class 17 contains 10510 members 
Mstep: Class 18 contains 30500 members 
Mstep: Class 19 contains 8719 members 
Entering Unmasked Estep 
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Iteration 49Q: 15 clusters Score -2.31442e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 2212 members 
Mstep: Class 4 contains 37437 members 
Mstep: Class 5 contains 25215 members 
Mstep: Class 6 contains 263253 members 
Mstep: Class 8 contains 43825 members 
Mstep: Class 9 contains 2575 members 
Mstep: Class 10 contains 8700 members 
Mstep: Class 13 contains 2128 members 
Mstep: Class 16 contains 17836 members 
Mstep: Class 17 contains 10188 members 
Mstep: Class 18 contains 30165 members 
Mstep: Class 19 contains 8488 members 
Entering Unmasked Estep 
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Iteration 50Q: 15 clusters Score -2.314462e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 4982 members 
Mstep: Class 3 contains 2160 members 
Mstep: Class 4 contains 36438 members 
Mstep: Class 5 contains 25133 members 
Mstep: Class 6 contains 265813 members 
Mstep: Class 8 contains 43608 members 
Mstep: Class 9 contains 2577 members 
Mstep: Class 10 contains 8640 members 
Mstep: Class 13 contains 2158 members 
Mstep: Class 16 contains 17676 members 
Mstep: Class 17 contains 9870 members 
Mstep: Class 18 contains 29832 members 
Mstep: Class 19 contains 8249 members 
Entering Unmasked Estep 
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Iteration 51Q: 15 clusters Score -2.314505e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 35409 members 
Mstep: Class 5 contains 25079 members 
Mstep: Class 6 contains 268354 members 
Mstep: Class 8 contains 43417 members 
Mstep: Class 9 contains 2577 members 
Mstep: Class 10 contains 8581 members 
Mstep: Class 13 contains 2199 members 
Mstep: Class 16 contains 17513 members 
Mstep: Class 17 contains 9560 members 
Mstep: Class 18 contains 29496 members 
Mstep: Class 19 contains 8018 members 
Entering Unmasked Estep 
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Iteration 52Q: 15 clusters Score -2.314538e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 4999 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 34372 members 
Mstep: Class 5 contains 24993 members 
Mstep: Class 6 contains 270889 members 
Mstep: Class 8 contains 43226 members 
Mstep: Class 9 contains 2574 members 
Mstep: Class 10 contains 8544 members 
Mstep: Class 13 contains 2238 members 
Mstep: Class 16 contains 17339 members 
Mstep: Class 17 contains 9279 members 
Mstep: Class 18 contains 29157 members 
Mstep: Class 19 contains 7784 members 
Entering Unmasked Estep 
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Iteration 53Q: 15 clusters Score -2.314561e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5017 members 
Mstep: Class 3 contains 1986 members 
Mstep: Class 4 contains 33370 members 
Mstep: Class 5 contains 24936 members 
Mstep: Class 6 contains 273352 members 
Mstep: Class 8 contains 43041 members 
Mstep: Class 9 contains 2583 members 
Mstep: Class 10 contains 8499 members 
Mstep: Class 13 contains 2265 members 
Mstep: Class 16 contains 17169 members 
Mstep: Class 17 contains 9012 members 
Mstep: Class 18 contains 28768 members 
Mstep: Class 19 contains 7555 members 
Entering Unmasked Estep 
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Iteration 54Q: 15 clusters Score -2.314597e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 5033 members 
Mstep: Class 3 contains 1938 members 
Mstep: Class 4 contains 32312 members 
Mstep: Class 5 contains 24872 members 
Mstep: Class 6 contains 275801 members 
Mstep: Class 8 contains 42858 members 
Mstep: Class 9 contains 2598 members 
Mstep: Class 10 contains 8453 members 
Mstep: Class 13 contains 2302 members 
Mstep: Class 16 contains 17004 members 
Mstep: Class 17 contains 8763 members 
Mstep: Class 18 contains 28398 members 
Mstep: Class 19 contains 7350 members 
Entering Unmasked Estep 
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Iteration 55Q: 15 clusters Score -2.314628e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5056 members 
Mstep: Class 3 contains 1891 members 
Mstep: Class 4 contains 31287 members 
Mstep: Class 5 contains 24817 members 
Mstep: Class 6 contains 278237 members 
Mstep: Class 8 contains 42663 members 
Mstep: Class 9 contains 2601 members 
Mstep: Class 10 contains 8404 members 
Mstep: Class 13 contains 2343 members 
Mstep: Class 16 contains 16818 members 
Mstep: Class 17 contains 8533 members 
Mstep: Class 18 contains 28010 members 
Mstep: Class 19 contains 7147 members 
Entering Unmasked Estep 
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Iteration 56Q: 15 clusters Score -2.314647e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 5063 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 30304 members 
Mstep: Class 5 contains 24762 members 
Mstep: Class 6 contains 280619 members 
Mstep: Class 8 contains 42434 members 
Mstep: Class 9 contains 2610 members 
Mstep: Class 10 contains 8351 members 
Mstep: Class 13 contains 2385 members 
Mstep: Class 16 contains 16655 members 
Mstep: Class 17 contains 8325 members 
Mstep: Class 18 contains 27614 members 
Mstep: Class 19 contains 6941 members 
Entering Unmasked Estep 
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Iteration 57Q: 15 clusters Score -2.314657e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5064 members 
Mstep: Class 3 contains 1820 members 
Mstep: Class 4 contains 29340 members 
Mstep: Class 5 contains 24679 members 
Mstep: Class 6 contains 282975 members 
Mstep: Class 8 contains 42231 members 
Mstep: Class 9 contains 2622 members 
Mstep: Class 10 contains 8284 members 
Mstep: Class 13 contains 2421 members 
Mstep: Class 16 contains 16514 members 
Mstep: Class 17 contains 8130 members 
Mstep: Class 18 contains 27219 members 
Mstep: Class 19 contains 6731 members 
Entering Unmasked Estep 
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Iteration 58Q: 15 clusters Score -2.31471e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 1787 members 
Mstep: Class 4 contains 28364 members 
Mstep: Class 5 contains 24582 members 
Mstep: Class 6 contains 285258 members 
Mstep: Class 8 contains 42009 members 
Mstep: Class 9 contains 2631 members 
Mstep: Class 10 contains 8201 members 
Mstep: Class 13 contains 2458 members 
Mstep: Class 16 contains 16372 members 
Mstep: Class 17 contains 7965 members 
Mstep: Class 18 contains 26872 members 
Mstep: Class 19 contains 6565 members 
Entering Unmasked Estep 
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Iteration 59Q: 15 clusters Score -2.314761e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5085 members 
Mstep: Class 3 contains 1744 members 
Mstep: Class 4 contains 27423 members 
Mstep: Class 5 contains 24473 members 
Mstep: Class 6 contains 287507 members 
Mstep: Class 8 contains 41818 members 
Mstep: Class 9 contains 2639 members 
Mstep: Class 10 contains 8116 members 
Mstep: Class 13 contains 2488 members 
Mstep: Class 16 contains 16226 members 
Mstep: Class 17 contains 7806 members 
Mstep: Class 18 contains 26510 members 
Mstep: Class 19 contains 6409 members 
Entering Unmasked Estep 
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Iteration 60F: 15 clusters Score -2.314788e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 5095 members 
Mstep: Class 3 contains 1703 members 
Mstep: Class 4 contains 26490 members 
Mstep: Class 5 contains 24365 members 
Mstep: Class 6 contains 289702 members 
Mstep: Class 8 contains 41620 members 
Mstep: Class 9 contains 2655 members 
Mstep: Class 10 contains 8036 members 
Mstep: Class 13 contains 2535 members 
Mstep: Class 16 contains 16066 members 
Mstep: Class 17 contains 7684 members 
Mstep: Class 18 contains 26123 members 
Mstep: Class 19 contains 6273 members 
Entering Unmasked Estep 
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Iteration 61Q: 15 clusters Score -2.314836e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 5097 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 25575 members 
Mstep: Class 5 contains 24253 members 
Mstep: Class 6 contains 291876 members 
Mstep: Class 8 contains 41422 members 
Mstep: Class 9 contains 2654 members 
Mstep: Class 10 contains 7964 members 
Mstep: Class 13 contains 2588 members 
Mstep: Class 16 contains 15905 members 
Mstep: Class 17 contains 7592 members 
Mstep: Class 18 contains 25721 members 
Mstep: Class 19 contains 6121 members 
Entering Unmasked Estep 
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Iteration 62Q: 15 clusters Score -2.314855e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 5102 members 
Mstep: Class 3 contains 1649 members 
Mstep: Class 4 contains 24684 members 
Mstep: Class 5 contains 24135 members 
Mstep: Class 6 contains 293970 members 
Mstep: Class 8 contains 41234 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 7880 members 
Mstep: Class 13 contains 2650 members 
Mstep: Class 16 contains 15724 members 
Mstep: Class 17 contains 7526 members 
Mstep: Class 18 contains 25335 members 
Mstep: Class 19 contains 5979 members 
Entering Unmasked Estep 
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Iteration 63Q: 15 clusters Score -2.3149e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5106 members 
Mstep: Class 3 contains 1639 members 
Mstep: Class 4 contains 23839 members 
Mstep: Class 5 contains 24036 members 
Mstep: Class 6 contains 295993 members 
Mstep: Class 8 contains 41069 members 
Mstep: Class 9 contains 2675 members 
Mstep: Class 10 contains 7792 members 
Mstep: Class 13 contains 2710 members 
Mstep: Class 16 contains 15535 members 
Mstep: Class 17 contains 7474 members 
Mstep: Class 18 contains 24904 members 
Mstep: Class 19 contains 5845 members 
Entering Unmasked Estep 
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Iteration 64Q: 15 clusters Score -2.314947e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 5121 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 23038 members 
Mstep: Class 5 contains 23947 members 
Mstep: Class 6 contains 297936 members 
Mstep: Class 8 contains 40882 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 7696 members 
Mstep: Class 13 contains 2779 members 
Mstep: Class 16 contains 15352 members 
Mstep: Class 17 contains 7447 members 
Mstep: Class 18 contains 24484 members 
Mstep: Class 19 contains 5724 members 
Entering Unmasked Estep 
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Iteration 65Q: 15 clusters Score -2.314981e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 5119 members 
Mstep: Class 3 contains 1608 members 
Mstep: Class 4 contains 22313 members 
Mstep: Class 5 contains 23831 members 
Mstep: Class 6 contains 299772 members 
Mstep: Class 8 contains 40707 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 7603 members 
Mstep: Class 13 contains 2843 members 
Mstep: Class 16 contains 15183 members 
Mstep: Class 17 contains 7411 members 
Mstep: Class 18 contains 24085 members 
Mstep: Class 19 contains 5613 members 
Entering Unmasked Estep 
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Iteration 66Q: 15 clusters Score -2.315013e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 5120 members 
Mstep: Class 3 contains 1601 members 
Mstep: Class 4 contains 21604 members 
Mstep: Class 5 contains 23689 members 
Mstep: Class 6 contains 301610 members 
Mstep: Class 8 contains 40552 members 
Mstep: Class 9 contains 2676 members 
Mstep: Class 10 contains 7503 members 
Mstep: Class 13 contains 2904 members 
Mstep: Class 16 contains 14999 members 
Mstep: Class 17 contains 7379 members 
Mstep: Class 18 contains 23678 members 
Mstep: Class 19 contains 5506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23150430.000000 Penalty: 29676.943359
Iteration 67Q: 15 clusters Score -2.315043e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 5118 members 
Mstep: Class 3 contains 1593 members 
Mstep: Class 4 contains 20899 members 
Mstep: Class 5 contains 23536 members 
Mstep: Class 6 contains 303414 members 
Mstep: Class 8 contains 40369 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 7396 members 
Mstep: Class 13 contains 2991 members 
Mstep: Class 16 contains 14794 members 
Mstep: Class 17 contains 7356 members 
Mstep: Class 18 contains 23298 members 
Mstep: Class 19 contains 5427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2116.599609 but Gain 2119.781250
Score: -23150732.000000 Penalty: 27557.162109
Iteration 68Q: 14 clusters Score -2.315073e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 5117 members 
Mstep: Class 4 contains 20163 members 
Mstep: Class 5 contains 23383 members 
Mstep: Class 6 contains 306749 members 
Mstep: Class 8 contains 40173 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 7303 members 
Mstep: Class 13 contains 3056 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 7336 members 
Mstep: Class 18 contains 22915 members 
Mstep: Class 19 contains 5370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23152814.000000 Penalty: 27557.162109
Iteration 69Q: 14 clusters Score -2.315281e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 5118 members 
Mstep: Class 4 contains 19519 members 
Mstep: Class 5 contains 23187 members 
Mstep: Class 6 contains 308485 members 
Mstep: Class 8 contains 39986 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 7212 members 
Mstep: Class 13 contains 3127 members 
Mstep: Class 16 contains 14405 members 
Mstep: Class 17 contains 7319 members 
Mstep: Class 18 contains 22580 members 
Mstep: Class 19 contains 5339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153018.000000 Penalty: 27557.162109
Iteration 70Q: 14 clusters Score -2.315302e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 5120 members 
Mstep: Class 4 contains 18891 members 
Mstep: Class 5 contains 23014 members 
Mstep: Class 6 contains 310157 members 
Mstep: Class 8 contains 39804 members 
Mstep: Class 9 contains 2713 members 
Mstep: Class 10 contains 7094 members 
Mstep: Class 13 contains 3203 members 
Mstep: Class 16 contains 14212 members 
Mstep: Class 17 contains 7313 members 
Mstep: Class 18 contains 22258 members 
Mstep: Class 19 contains 5316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153406.000000 Penalty: 27557.162109
Iteration 71Q: 14 clusters Score -2.315341e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 5131 members 
Mstep: Class 4 contains 18332 members 
Mstep: Class 5 contains 22830 members 
Mstep: Class 6 contains 311729 members 
Mstep: Class 8 contains 39616 members 
Mstep: Class 9 contains 2717 members 
Mstep: Class 10 contains 6954 members 
Mstep: Class 13 contains 3289 members 
Mstep: Class 16 contains 14039 members 
Mstep: Class 17 contains 7314 members 
Mstep: Class 18 contains 21924 members 
Mstep: Class 19 contains 5299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153654.000000 Penalty: 27557.162109
Iteration 72Q: 14 clusters Score -2.315365e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 5146 members 
Mstep: Class 4 contains 17864 members 
Mstep: Class 5 contains 22652 members 
Mstep: Class 6 contains 313149 members 
Mstep: Class 8 contains 39434 members 
Mstep: Class 9 contains 2721 members 
Mstep: Class 10 contains 6824 members 
Mstep: Class 13 contains 3369 members 
Mstep: Class 16 contains 13868 members 
Mstep: Class 17 contains 7317 members 
Mstep: Class 18 contains 21598 members 
Mstep: Class 19 contains 5285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153850.000000 Penalty: 27557.162109
Iteration 73Q: 14 clusters Score -2.315385e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 5155 members 
Mstep: Class 4 contains 17494 members 
Mstep: Class 5 contains 22483 members 
Mstep: Class 6 contains 314416 members 
Mstep: Class 8 contains 39263 members 
Mstep: Class 9 contains 2730 members 
Mstep: Class 10 contains 6686 members 
Mstep: Class 13 contains 3462 members 
Mstep: Class 16 contains 13684 members 
Mstep: Class 17 contains 7328 members 
Mstep: Class 18 contains 21285 members 
Mstep: Class 19 contains 5275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154038.000000 Penalty: 27557.162109
Iteration 74Q: 14 clusters Score -2.315404e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 5164 members 
Mstep: Class 4 contains 17103 members 
Mstep: Class 5 contains 22317 members 
Mstep: Class 6 contains 315616 members 
Mstep: Class 8 contains 39093 members 
Mstep: Class 9 contains 2745 members 
Mstep: Class 10 contains 6569 members 
Mstep: Class 13 contains 3555 members 
Mstep: Class 16 contains 13533 members 
Mstep: Class 17 contains 7341 members 
Mstep: Class 18 contains 20992 members 
Mstep: Class 19 contains 5268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154244.000000 Penalty: 27557.162109
Iteration 75Q: 14 clusters Score -2.315424e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 5170 members 
Mstep: Class 4 contains 16781 members 
Mstep: Class 5 contains 22165 members 
Mstep: Class 6 contains 316710 members 
Mstep: Class 8 contains 38922 members 
Mstep: Class 9 contains 2749 members 
Mstep: Class 10 contains 6458 members 
Mstep: Class 13 contains 3654 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 7356 members 
Mstep: Class 18 contains 20690 members 
Mstep: Class 19 contains 5253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154400.000000 Penalty: 27557.162109
Iteration 76Q: 14 clusters Score -2.31544e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 5186 members 
Mstep: Class 4 contains 16464 members 
Mstep: Class 5 contains 22023 members 
Mstep: Class 6 contains 317752 members 
Mstep: Class 8 contains 38766 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 6362 members 
Mstep: Class 13 contains 3734 members 
Mstep: Class 16 contains 13270 members 
Mstep: Class 17 contains 7370 members 
Mstep: Class 18 contains 20405 members 
Mstep: Class 19 contains 5249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154562.000000 Penalty: 27557.162109
Iteration 77Q: 14 clusters Score -2.315456e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 5196 members 
Mstep: Class 4 contains 16173 members 
Mstep: Class 5 contains 21863 members 
Mstep: Class 6 contains 318640 members 
Mstep: Class 8 contains 38644 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 6268 members 
Mstep: Class 13 contains 3837 members 
Mstep: Class 16 contains 13152 members 
Mstep: Class 17 contains 7394 members 
Mstep: Class 18 contains 20172 members 
Mstep: Class 19 contains 5245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154680.000000 Penalty: 27557.162109
Iteration 78Q: 14 clusters Score -2.315468e+07 nChanged 1253
Entering ConstructFrom: 
Score: -23154680.000000 Penalty: 27557.162109
Entering ConstructFrom: 
Trying to split cluster 1 (3325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Entering Unmasked Estep 
Score: -180060.718750 Penalty: 1317.749146
	Iteration 0F: 2 clusters Score -180060.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -177087.218750 Penalty: 2635.498291
	Iteration 0F: 3 clusters Score -177087.2 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -177804.921875 Penalty: 2635.498291
	Iteration 1F: 3 clusters Score -177804.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -177971.484375 Penalty: 2635.498291
	Iteration 2F: 3 clusters Score -177971.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -178092.140625 Penalty: 2635.498291
	Iteration 3F: 3 clusters Score -178092.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -178197.031250 Penalty: 2635.498291
	Iteration 4Q: 3 clusters Score -178197 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -178303.437500 Penalty: 2635.498291
	Iteration 5Q: 3 clusters Score -178303.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -178401.234375 Penalty: 2635.498291
	Iteration 6Q: 3 clusters Score -178401.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -178489.578125 Penalty: 2635.498291
	Iteration 7Q: 3 clusters Score -178489.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -178566.218750 Penalty: 2635.498291
	Iteration 8Q: 3 clusters Score -178566.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -178637.265625 Penalty: 2635.498291
	Iteration 9Q: 3 clusters Score -178637.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -178696.250000 Penalty: 2635.498291
	Iteration 10Q: 3 clusters Score -178696.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -178752.921875 Penalty: 2635.498291
	Iteration 11Q: 3 clusters Score -178752.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -178796.781250 Penalty: 2635.498291
	Iteration 12Q: 3 clusters Score -178796.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -178832.406250 Penalty: 2635.498291
	Iteration 13Q: 3 clusters Score -178832.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -178852.843750 Penalty: 2635.498291
	Iteration 14Q: 3 clusters Score -178852.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -178874.015625 Penalty: 2635.498291
	Iteration 15Q: 3 clusters Score -178874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -178884.265625 Penalty: 2635.498291
	Iteration 16Q: 3 clusters Score -178884.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -178896.234375 Penalty: 2635.498291
	Iteration 17Q: 3 clusters Score -178896.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -178908.468750 Penalty: 2635.498291
	Iteration 18Q: 3 clusters Score -178908.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -178916.875000 Penalty: 2635.498291
	Iteration 19Q: 3 clusters Score -178916.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -178927.875000 Penalty: 2635.498291
	Iteration 20F: 3 clusters Score -178927.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -178942.765625 Penalty: 2635.498291
	Iteration 21Q: 3 clusters Score -178942.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -178954.796875 Penalty: 2635.498291
	Iteration 22Q: 3 clusters Score -178954.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -178964.031250 Penalty: 2635.498291
	Iteration 23Q: 3 clusters Score -178964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -178971.546875 Penalty: 2635.498291
	Iteration 24Q: 3 clusters Score -178971.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -178972.859375 Penalty: 2635.498291
	Iteration 25Q: 3 clusters Score -178972.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -178975.546875 Penalty: 2635.498291
	Iteration 26Q: 3 clusters Score -178975.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -178975.562500 Penalty: 2635.498291
	Iteration 27Q: 3 clusters Score -178975.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -178977.078125 Penalty: 2635.498291
	Iteration 28Q: 3 clusters Score -178977.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -178977.890625 Penalty: 2635.498291
	Iteration 29Q: 3 clusters Score -178977.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -178977.890625 Penalty: 2635.498291
	Iteration 30F: 3 clusters Score -178977.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Entering Unmasked Estep 
Score: -265117.125000 Penalty: 1390.542236
	Iteration 0F: 2 clusters Score -265117.1 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 2581 members 
Entering Unmasked Estep 
Score: -261036.859375 Penalty: 2781.084473
	Iteration 0F: 3 clusters Score -261036.9 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -262191.156250 Penalty: 2781.084473
	Iteration 1F: 3 clusters Score -262191.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -262372.406250 Penalty: 2781.084473
	Iteration 2F: 3 clusters Score -262372.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -262516.312500 Penalty: 2781.084473
	Iteration 3F: 3 clusters Score -262516.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -262629.437500 Penalty: 2781.084473
	Iteration 4Q: 3 clusters Score -262629.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -262724.968750 Penalty: 2781.084473
	Iteration 5Q: 3 clusters Score -262725 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -262816.625000 Penalty: 2781.084473
	Iteration 6Q: 3 clusters Score -262816.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -262930.218750 Penalty: 2781.084473
	Iteration 7Q: 3 clusters Score -262930.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -263064.906250 Penalty: 2781.084473
	Iteration 8Q: 3 clusters Score -263064.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -263182.218750 Penalty: 2781.084473
	Iteration 9Q: 3 clusters Score -263182.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -263307.875000 Penalty: 2781.084473
	Iteration 10Q: 3 clusters Score -263307.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -263455.375000 Penalty: 2781.084473
	Iteration 11Q: 3 clusters Score -263455.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -263604.437500 Penalty: 2781.084473
	Iteration 12Q: 3 clusters Score -263604.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -263794.687500 Penalty: 2781.084473
	Iteration 13Q: 3 clusters Score -263794.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -264057.281250 Penalty: 2781.084473
	Iteration 14Q: 3 clusters Score -264057.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -264406.125000 Penalty: 2781.084473
	Iteration 15Q: 3 clusters Score -264406.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -264733.812500 Penalty: 2781.084473
	Iteration 16Q: 3 clusters Score -264733.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -264874.625000 Penalty: 2781.084473
	Iteration 17Q: 3 clusters Score -264874.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -264937.031250 Penalty: 2781.084473
	Iteration 18Q: 3 clusters Score -264937 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -264956.750000 Penalty: 2781.084473
	Iteration 19Q: 3 clusters Score -264956.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -264968.062500 Penalty: 2781.084473
	Iteration 20F: 3 clusters Score -264968.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -264973.500000 Penalty: 2781.084473
	Iteration 21Q: 3 clusters Score -264973.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -264975.968750 Penalty: 2781.084473
	Iteration 22Q: 3 clusters Score -264976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -264978.437500 Penalty: 2781.084473
	Iteration 23Q: 3 clusters Score -264978.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -264979.531250 Penalty: 2781.084473
	Iteration 24Q: 3 clusters Score -264979.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -264982.125000 Penalty: 2781.084473
	Iteration 25Q: 3 clusters Score -264982.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -264987.468750 Penalty: 2781.084473
	Iteration 26Q: 3 clusters Score -264987.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -264992.562500 Penalty: 2781.084473
	Iteration 27Q: 3 clusters Score -264992.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -264997.250000 Penalty: 2781.084473
	Iteration 28Q: 3 clusters Score -264997.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -265002.656250 Penalty: 2781.084473
	Iteration 29Q: 3 clusters Score -265002.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -265004.656250 Penalty: 2781.084473
	Iteration 30Q: 3 clusters Score -265004.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -265006.437500 Penalty: 2781.084473
	Iteration 31Q: 3 clusters Score -265006.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -265010.781250 Penalty: 2781.084473
	Iteration 32Q: 3 clusters Score -265010.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -265018.875000 Penalty: 2781.084473
	Iteration 33Q: 3 clusters Score -265018.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -265021.562500 Penalty: 2781.084473
	Iteration 34Q: 3 clusters Score -265021.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -265024.187500 Penalty: 2781.084473
	Iteration 35Q: 3 clusters Score -265024.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -265028.843750 Penalty: 2781.084473
	Iteration 36Q: 3 clusters Score -265028.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -265031.843750 Penalty: 2781.084473
	Iteration 37Q: 3 clusters Score -265031.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -265033.968750 Penalty: 2781.084473
	Iteration 38Q: 3 clusters Score -265034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -265036.156250 Penalty: 2781.084473
	Iteration 39Q: 3 clusters Score -265036.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -265037.593750 Penalty: 2781.084473
	Iteration 40F: 3 clusters Score -265037.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -265040.531250 Penalty: 2781.084473
	Iteration 41Q: 3 clusters Score -265040.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -265043.625000 Penalty: 2781.084473
	Iteration 42Q: 3 clusters Score -265043.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -265050.468750 Penalty: 2781.084473
	Iteration 43Q: 3 clusters Score -265050.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -265060.000000 Penalty: 2781.084473
	Iteration 44Q: 3 clusters Score -265060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -265075.187500 Penalty: 2781.084473
	Iteration 45Q: 3 clusters Score -265075.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -265121.218750 Penalty: 2781.084473
	Iteration 46Q: 3 clusters Score -265121.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -265191.000000 Penalty: 2781.084473
	Iteration 47Q: 3 clusters Score -265191 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -265285.875000 Penalty: 2781.084473
	Iteration 48Q: 3 clusters Score -265285.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -265321.281250 Penalty: 2781.084473
	Iteration 49Q: 3 clusters Score -265321.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -265331.718750 Penalty: 2781.084473
	Iteration 50Q: 3 clusters Score -265331.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -265336.437500 Penalty: 2781.084473
	Iteration 51Q: 3 clusters Score -265336.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -265338.468750 Penalty: 2781.084473
	Iteration 52Q: 3 clusters Score -265338.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -265338.468750 Penalty: 2781.084473
	Iteration 53Q: 3 clusters Score -265338.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -265338.875000 Penalty: 2781.084473
	Iteration 54Q: 3 clusters Score -265338.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -265339.781250 Penalty: 2781.084473
	Iteration 55Q: 3 clusters Score -265339.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -265340.281250 Penalty: 2781.084473
	Iteration 56Q: 3 clusters Score -265340.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -265340.906250 Penalty: 2781.084473
	Iteration 57Q: 3 clusters Score -265340.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -265341.062500 Penalty: 2781.084473
	Iteration 58Q: 3 clusters Score -265341.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -265340.718750 Penalty: 2781.084473
	Iteration 59Q: 3 clusters Score -265340.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -265340.843750 Penalty: 2781.084473
	Iteration 60F: 3 clusters Score -265340.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -265341.031250 Penalty: 2781.084473
	Iteration 61Q: 3 clusters Score -265341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -265341.031250 Penalty: 2781.084473
	Iteration 62F: 3 clusters Score -265341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2428 members 
Mstep: Class 3 contains 2776 members 
Mstep: Class 4 contains 15945 members 
Mstep: Class 5 contains 21746 members 
Mstep: Class 6 contains 319463 members 
Mstep: Class 8 contains 38532 members 
Mstep: Class 9 contains 2760 members 
Mstep: Class 10 contains 6163 members 
Mstep: Class 13 contains 3932 members 
Mstep: Class 16 contains 13029 members 
Mstep: Class 17 contains 7425 members 
Mstep: Class 18 contains 19924 members 
Mstep: Class 19 contains 5240 members 
Entering Unmasked Estep 
Score: -23154250.000000 Penalty: 29676.943359
Splitting cluster 2 changes total score from -23154680.000000 to -23154250.000000
So it's not getting split.
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: -825645.562500 Penalty: 1572.496338
	Iteration 0F: 2 clusters Score -825645.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -814635.437500 Penalty: 3144.992676
	Iteration 0F: 3 clusters Score -814635.4 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -818423.187500 Penalty: 3144.992676
	Iteration 1F: 3 clusters Score -818423.2 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -818728.312500 Penalty: 3144.992676
	Iteration 2F: 3 clusters Score -818728.3 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -818965.687500 Penalty: 3144.992676
	Iteration 3Q: 3 clusters Score -818965.7 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -819171.312500 Penalty: 3144.992676
	Iteration 4Q: 3 clusters Score -819171.3 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -819409.000000 Penalty: 3144.992676
	Iteration 5Q: 3 clusters Score -819409 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -819699.062500 Penalty: 3144.992676
	Iteration 6Q: 3 clusters Score -819699.1 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -820034.250000 Penalty: 3144.992676
	Iteration 7Q: 3 clusters Score -820034.2 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -820454.125000 Penalty: 3144.992676
	Iteration 8Q: 3 clusters Score -820454.1 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -820921.125000 Penalty: 3144.992676
	Iteration 9Q: 3 clusters Score -820921.1 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -821387.625000 Penalty: 3144.992676
	Iteration 10Q: 3 clusters Score -821387.6 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -821786.187500 Penalty: 3144.992676
	Iteration 11Q: 3 clusters Score -821786.2 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -822139.187500 Penalty: 3144.992676
	Iteration 12Q: 3 clusters Score -822139.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -822473.187500 Penalty: 3144.992676
	Iteration 13Q: 3 clusters Score -822473.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -822734.937500 Penalty: 3144.992676
	Iteration 14Q: 3 clusters Score -822734.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -822940.000000 Penalty: 3144.992676
	Iteration 15Q: 3 clusters Score -822940 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -823117.500000 Penalty: 3144.992676
	Iteration 16Q: 3 clusters Score -823117.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -823336.500000 Penalty: 3144.992676
	Iteration 17Q: 3 clusters Score -823336.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -823545.062500 Penalty: 3144.992676
	Iteration 18Q: 3 clusters Score -823545.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -823696.062500 Penalty: 3144.992676
	Iteration 19Q: 3 clusters Score -823696.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -823825.500000 Penalty: 3144.992676
	Iteration 20F: 3 clusters Score -823825.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -823924.375000 Penalty: 3144.992676
	Iteration 21Q: 3 clusters Score -823924.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -824016.000000 Penalty: 3144.992676
	Iteration 22Q: 3 clusters Score -824016 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -824092.812500 Penalty: 3144.992676
	Iteration 23Q: 3 clusters Score -824092.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -824152.875000 Penalty: 3144.992676
	Iteration 24Q: 3 clusters Score -824152.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -824207.875000 Penalty: 3144.992676
	Iteration 25Q: 3 clusters Score -824207.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -824251.687500 Penalty: 3144.992676
	Iteration 26Q: 3 clusters Score -824251.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -824279.000000 Penalty: 3144.992676
	Iteration 27Q: 3 clusters Score -824279 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -824304.062500 Penalty: 3144.992676
	Iteration 28Q: 3 clusters Score -824304.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -824327.937500 Penalty: 3144.992676
	Iteration 29Q: 3 clusters Score -824327.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -824355.875000 Penalty: 3144.992676
	Iteration 30Q: 3 clusters Score -824355.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -824370.125000 Penalty: 3144.992676
	Iteration 31Q: 3 clusters Score -824370.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -824383.625000 Penalty: 3144.992676
	Iteration 32Q: 3 clusters Score -824383.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -824393.187500 Penalty: 3144.992676
	Iteration 33Q: 3 clusters Score -824393.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -824404.000000 Penalty: 3144.992676
	Iteration 34Q: 3 clusters Score -824404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -824411.187500 Penalty: 3144.992676
	Iteration 35Q: 3 clusters Score -824411.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -824414.000000 Penalty: 3144.992676
	Iteration 36Q: 3 clusters Score -824414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -824417.500000 Penalty: 3144.992676
	Iteration 37Q: 3 clusters Score -824417.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -824419.562500 Penalty: 3144.992676
	Iteration 38Q: 3 clusters Score -824419.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -824423.687500 Penalty: 3144.992676
	Iteration 39Q: 3 clusters Score -824423.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -824427.937500 Penalty: 3144.992676
	Iteration 40F: 3 clusters Score -824427.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -824428.812500 Penalty: 3144.992676
	Iteration 41Q: 3 clusters Score -824428.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -824429.812500 Penalty: 3144.992676
	Iteration 42Q: 3 clusters Score -824429.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -824432.437500 Penalty: 3144.992676
	Iteration 43Q: 3 clusters Score -824432.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -824437.562500 Penalty: 3144.992676
	Iteration 44Q: 3 clusters Score -824437.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -824438.312500 Penalty: 3144.992676
	Iteration 45Q: 3 clusters Score -824438.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -824439.687500 Penalty: 3144.992676
	Iteration 46Q: 3 clusters Score -824439.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -824439.875000 Penalty: 3144.992676
	Iteration 47Q: 3 clusters Score -824439.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -824440.312500 Penalty: 3144.992676
	Iteration 48Q: 3 clusters Score -824440.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -824439.000000 Penalty: 3144.992676
	Iteration 49Q: 3 clusters Score -824439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -824439.875000 Penalty: 3144.992676
	Iteration 50Q: 3 clusters Score -824439.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -824442.062500 Penalty: 3144.992676
	Iteration 51Q: 3 clusters Score -824442.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -824441.062500 Penalty: 3144.992676
	Iteration 52Q: 3 clusters Score -824441.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -824442.687500 Penalty: 3144.992676
	Iteration 53Q: 3 clusters Score -824442.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -824443.062500 Penalty: 3144.992676
	Iteration 54Q: 3 clusters Score -824443.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -824443.500000 Penalty: 3144.992676
	Iteration 55Q: 3 clusters Score -824443.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -824445.000000 Penalty: 3144.992676
	Iteration 56Q: 3 clusters Score -824445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -824444.875000 Penalty: 3144.992676
	Iteration 57Q: 3 clusters Score -824444.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -824444.937500 Penalty: 3144.992676
	Iteration 58Q: 3 clusters Score -824444.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -824443.937500 Penalty: 3144.992676
	Iteration 59Q: 3 clusters Score -824443.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -824443.937500 Penalty: 3144.992676
	Iteration 60F: 3 clusters Score -824443.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Entering Unmasked Estep 
Score: -1159069.250000 Penalty: 1622.917603
	Iteration 0F: 2 clusters Score -1159069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1144354.000000 Penalty: 3245.835205
	Iteration 0F: 3 clusters Score -1144354 nChanged 9879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1149786.125000 Penalty: 3245.835205
	Iteration 1F: 3 clusters Score -1149786 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1150106.375000 Penalty: 3245.835205
	Iteration 2Q: 3 clusters Score -1150106 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1150397.000000 Penalty: 3245.835205
	Iteration 3Q: 3 clusters Score -1150397 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1150691.500000 Penalty: 3245.835205
	Iteration 4Q: 3 clusters Score -1150692 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1151046.875000 Penalty: 3245.835205
	Iteration 5Q: 3 clusters Score -1151047 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1151472.500000 Penalty: 3245.835205
	Iteration 6Q: 3 clusters Score -1151472 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1151994.875000 Penalty: 3245.835205
	Iteration 7Q: 3 clusters Score -1151995 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1152576.000000 Penalty: 3245.835205
	Iteration 8Q: 3 clusters Score -1152576 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1153188.750000 Penalty: 3245.835205
	Iteration 9Q: 3 clusters Score -1153189 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1153816.375000 Penalty: 3245.835205
	Iteration 10Q: 3 clusters Score -1153816 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1154439.750000 Penalty: 3245.835205
	Iteration 11Q: 3 clusters Score -1154440 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1155002.875000 Penalty: 3245.835205
	Iteration 12Q: 3 clusters Score -1155003 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1155359.250000 Penalty: 3245.835205
	Iteration 13Q: 3 clusters Score -1155359 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1155580.750000 Penalty: 3245.835205
	Iteration 14Q: 3 clusters Score -1155581 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1155696.375000 Penalty: 3245.835205
	Iteration 15Q: 3 clusters Score -1155696 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1155754.375000 Penalty: 3245.835205
	Iteration 16Q: 3 clusters Score -1155754 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1155805.125000 Penalty: 3245.835205
	Iteration 17Q: 3 clusters Score -1155805 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1155833.625000 Penalty: 3245.835205
	Iteration 18Q: 3 clusters Score -1155834 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1155858.125000 Penalty: 3245.835205
	Iteration 19Q: 3 clusters Score -1155858 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1155878.000000 Penalty: 3245.835205
	Iteration 20F: 3 clusters Score -1155878 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1155892.500000 Penalty: 3245.835205
	Iteration 21Q: 3 clusters Score -1155892 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1155909.375000 Penalty: 3245.835205
	Iteration 22Q: 3 clusters Score -1155909 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1155919.500000 Penalty: 3245.835205
	Iteration 23Q: 3 clusters Score -1155920 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1155932.500000 Penalty: 3245.835205
	Iteration 24Q: 3 clusters Score -1155932 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1155940.125000 Penalty: 3245.835205
	Iteration 25Q: 3 clusters Score -1155940 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1155944.625000 Penalty: 3245.835205
	Iteration 26Q: 3 clusters Score -1155945 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1155951.250000 Penalty: 3245.835205
	Iteration 27Q: 3 clusters Score -1155951 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1155961.375000 Penalty: 3245.835205
	Iteration 28Q: 3 clusters Score -1155961 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1155970.125000 Penalty: 3245.835205
	Iteration 29Q: 3 clusters Score -1155970 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1155970.875000 Penalty: 3245.835205
	Iteration 30Q: 3 clusters Score -1155971 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1155979.750000 Penalty: 3245.835205
	Iteration 31Q: 3 clusters Score -1155980 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1155983.375000 Penalty: 3245.835205
	Iteration 32Q: 3 clusters Score -1155983 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1155984.125000 Penalty: 3245.835205
	Iteration 33Q: 3 clusters Score -1155984 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1155989.875000 Penalty: 3245.835205
	Iteration 34Q: 3 clusters Score -1155990 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1155995.375000 Penalty: 3245.835205
	Iteration 35Q: 3 clusters Score -1155995 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1155994.500000 Penalty: 3245.835205
	Iteration 36Q: 3 clusters Score -1155994 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1156000.375000 Penalty: 3245.835205
	Iteration 37Q: 3 clusters Score -1156000 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1156001.750000 Penalty: 3245.835205
	Iteration 38Q: 3 clusters Score -1156002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1156007.375000 Penalty: 3245.835205
	Iteration 39Q: 3 clusters Score -1156007 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1156005.875000 Penalty: 3245.835205
	Iteration 40F: 3 clusters Score -1156006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1156006.500000 Penalty: 3245.835205
	Iteration 41Q: 3 clusters Score -1156006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1156007.750000 Penalty: 3245.835205
	Iteration 42Q: 3 clusters Score -1156008 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1156006.750000 Penalty: 3245.835205
	Iteration 43Q: 3 clusters Score -1156007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1156009.250000 Penalty: 3245.835205
	Iteration 44Q: 3 clusters Score -1156009 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1156011.625000 Penalty: 3245.835205
	Iteration 45Q: 3 clusters Score -1156012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1156013.625000 Penalty: 3245.835205
	Iteration 46Q: 3 clusters Score -1156014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1156009.250000 Penalty: 3245.835205
	Iteration 47Q: 3 clusters Score -1156009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1156013.375000 Penalty: 3245.835205
	Iteration 48Q: 3 clusters Score -1156013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1156015.000000 Penalty: 3245.835205
	Iteration 49Q: 3 clusters Score -1156015 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1156022.125000 Penalty: 3245.835205
	Iteration 50Q: 3 clusters Score -1156022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1156019.750000 Penalty: 3245.835205
	Iteration 51Q: 3 clusters Score -1156020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1156021.750000 Penalty: 3245.835205
	Iteration 52Q: 3 clusters Score -1156022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1156020.625000 Penalty: 3245.835205
	Iteration 53Q: 3 clusters Score -1156021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1156024.125000 Penalty: 3245.835205
	Iteration 54Q: 3 clusters Score -1156024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1156026.500000 Penalty: 3245.835205
	Iteration 55Q: 3 clusters Score -1156026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1156023.750000 Penalty: 3245.835205
	Iteration 56Q: 3 clusters Score -1156024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1156025.375000 Penalty: 3245.835205
	Iteration 57Q: 3 clusters Score -1156025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1156023.625000 Penalty: 3245.835205
	Iteration 58Q: 3 clusters Score -1156024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1156026.500000 Penalty: 3245.835205
	Iteration 59Q: 3 clusters Score -1156026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1156030.625000 Penalty: 3245.835205
	Iteration 60F: 3 clusters Score -1156031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1156033.000000 Penalty: 3245.835205
	Iteration 61Q: 3 clusters Score -1156033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1156031.000000 Penalty: 3245.835205
	Iteration 62Q: 3 clusters Score -1156031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1156030.250000 Penalty: 3245.835205
	Iteration 63Q: 3 clusters Score -1156030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1156033.875000 Penalty: 3245.835205
	Iteration 64Q: 3 clusters Score -1156034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1156034.125000 Penalty: 3245.835205
	Iteration 65Q: 3 clusters Score -1156034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1156034.500000 Penalty: 3245.835205
	Iteration 66Q: 3 clusters Score -1156034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1156031.375000 Penalty: 3245.835205
	Iteration 67Q: 3 clusters Score -1156031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1156035.500000 Penalty: 3245.835205
	Iteration 68Q: 3 clusters Score -1156036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1156035.500000 Penalty: 3245.835205
	Iteration 69Q: 3 clusters Score -1156036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1156037.875000 Penalty: 3245.835205
	Iteration 70Q: 3 clusters Score -1156038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1156037.750000 Penalty: 3245.835205
	Iteration 71Q: 3 clusters Score -1156038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1156037.875000 Penalty: 3245.835205
	Iteration 72Q: 3 clusters Score -1156038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1156037.875000 Penalty: 3245.835205
	Iteration 73Q: 3 clusters Score -1156038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1156042.125000 Penalty: 3245.835205
	Iteration 74Q: 3 clusters Score -1156042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1156047.375000 Penalty: 3245.835205
	Iteration 75Q: 3 clusters Score -1156047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1156049.375000 Penalty: 3245.835205
	Iteration 76Q: 3 clusters Score -1156049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1156049.375000 Penalty: 3245.835205
	Iteration 77Q: 3 clusters Score -1156049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1156046.375000 Penalty: 3245.835205
	Iteration 78Q: 3 clusters Score -1156046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1156043.875000 Penalty: 3245.835205
	Iteration 79Q: 3 clusters Score -1156044 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1156046.625000 Penalty: 3245.835205
	Iteration 80F: 3 clusters Score -1156047 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1156051.875000 Penalty: 3245.835205
	Iteration 81Q: 3 clusters Score -1156052 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1156053.250000 Penalty: 3245.835205
	Iteration 82Q: 3 clusters Score -1156053 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1156057 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1156062 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1156065 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1156071 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1156078 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1156086 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1156093 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1156098 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1156105 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1156117 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1156120 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1156126 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1156130 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1156131 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1156134 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1156139.000000 Penalty: 3245.835205
	Iteration 98Q: 3 clusters Score -1156139 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1156136.000000 Penalty: 3245.835205
	Iteration 99Q: 3 clusters Score -1156136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1156139 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1156145 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1156150 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1156148 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1156152.000000 Penalty: 3245.835205
	Iteration 104Q: 3 clusters Score -1156152 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1156160.125000 Penalty: 3245.835205
	Iteration 105Q: 3 clusters Score -1156160 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1156166 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1156173.875000 Penalty: 3245.835205
	Iteration 107Q: 3 clusters Score -1156174 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1156177.250000 Penalty: 3245.835205
	Iteration 108Q: 3 clusters Score -1156177 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1156183.250000 Penalty: 3245.835205
	Iteration 109Q: 3 clusters Score -1156183 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1156189.375000 Penalty: 3245.835205
	Iteration 110Q: 3 clusters Score -1156189 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1156203.375000 Penalty: 3245.835205
	Iteration 111Q: 3 clusters Score -1156203 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1156207 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1156212 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1156220 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1156220 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1156228 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1156232 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1156240 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1156248 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1156249 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1156249 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1156256 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1156256 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1156262.125000 Penalty: 3245.835205
	Iteration 124Q: 3 clusters Score -1156262 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1156269 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1156274.375000 Penalty: 3245.835205
	Iteration 126Q: 3 clusters Score -1156274 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1156282.250000 Penalty: 3245.835205
	Iteration 127Q: 3 clusters Score -1156282 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1156291.125000 Penalty: 3245.835205
	Iteration 128Q: 3 clusters Score -1156291 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1156299.500000 Penalty: 3245.835205
	Iteration 129Q: 3 clusters Score -1156300 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1156309.875000 Penalty: 3245.835205
	Iteration 130Q: 3 clusters Score -1156310 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1156324.500000 Penalty: 3245.835205
	Iteration 131Q: 3 clusters Score -1156324 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1156340.500000 Penalty: 3245.835205
	Iteration 132Q: 3 clusters Score -1156340 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1156353.750000 Penalty: 3245.835205
	Iteration 133Q: 3 clusters Score -1156354 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1156367.625000 Penalty: 3245.835205
	Iteration 134Q: 3 clusters Score -1156368 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1156383.875000 Penalty: 3245.835205
	Iteration 135Q: 3 clusters Score -1156384 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1156399.500000 Penalty: 3245.835205
	Iteration 136Q: 3 clusters Score -1156400 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1156411.500000 Penalty: 3245.835205
	Iteration 137Q: 3 clusters Score -1156412 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1156426.875000 Penalty: 3245.835205
	Iteration 138Q: 3 clusters Score -1156427 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1156441.625000 Penalty: 3245.835205
	Iteration 139Q: 3 clusters Score -1156442 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1156465.000000 Penalty: 3245.835205
	Iteration 140F: 3 clusters Score -1156465 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1156482.375000 Penalty: 3245.835205
	Iteration 141Q: 3 clusters Score -1156482 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1156503.500000 Penalty: 3245.835205
	Iteration 142Q: 3 clusters Score -1156504 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1156526.875000 Penalty: 3245.835205
	Iteration 143Q: 3 clusters Score -1156527 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1156543.375000 Penalty: 3245.835205
	Iteration 144Q: 3 clusters Score -1156543 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1156571.625000 Penalty: 3245.835205
	Iteration 145Q: 3 clusters Score -1156572 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1156598.625000 Penalty: 3245.835205
	Iteration 146Q: 3 clusters Score -1156599 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1156618.750000 Penalty: 3245.835205
	Iteration 147Q: 3 clusters Score -1156619 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1156642.750000 Penalty: 3245.835205
	Iteration 148Q: 3 clusters Score -1156643 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1156674.875000 Penalty: 3245.835205
	Iteration 149Q: 3 clusters Score -1156675 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1156713.250000 Penalty: 3245.835205
	Iteration 150Q: 3 clusters Score -1156713 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1156753.000000 Penalty: 3245.835205
	Iteration 151Q: 3 clusters Score -1156753 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1156794.500000 Penalty: 3245.835205
	Iteration 152Q: 3 clusters Score -1156794 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1156827.125000 Penalty: 3245.835205
	Iteration 153Q: 3 clusters Score -1156827 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1156875.625000 Penalty: 3245.835205
	Iteration 154Q: 3 clusters Score -1156876 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1156916.000000 Penalty: 3245.835205
	Iteration 155Q: 3 clusters Score -1156916 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1156957.375000 Penalty: 3245.835205
	Iteration 156Q: 3 clusters Score -1156957 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1157002.125000 Penalty: 3245.835205
	Iteration 157Q: 3 clusters Score -1157002 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1157049.250000 Penalty: 3245.835205
	Iteration 158Q: 3 clusters Score -1157049 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1157086.125000 Penalty: 3245.835205
	Iteration 159Q: 3 clusters Score -1157086 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1157133.125000 Penalty: 3245.835205
	Iteration 160F: 3 clusters Score -1157133 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1157167.000000 Penalty: 3245.835205
	Iteration 161Q: 3 clusters Score -1157167 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1157222.750000 Penalty: 3245.835205
	Iteration 162Q: 3 clusters Score -1157223 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1157271.375000 Penalty: 3245.835205
	Iteration 163Q: 3 clusters Score -1157271 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1157312.500000 Penalty: 3245.835205
	Iteration 164Q: 3 clusters Score -1157312 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1157358 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1157397.000000 Penalty: 3245.835205
	Iteration 166Q: 3 clusters Score -1157397 nChanged 95
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Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1157441.750000 Penalty: 3245.835205
	Iteration 167Q: 3 clusters Score -1157442 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1157483.000000 Penalty: 3245.835205
	Iteration 168Q: 3 clusters Score -1157483 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1157529.625000 Penalty: 3245.835205
	Iteration 169Q: 3 clusters Score -1157530 nChanged 82
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Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1157560.625000 Penalty: 3245.835205
	Iteration 170Q: 3 clusters Score -1157561 nChanged 64
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1157587.875000 Penalty: 3245.835205
	Iteration 171Q: 3 clusters Score -1157588 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1157609.375000 Penalty: 3245.835205
	Iteration 172Q: 3 clusters Score -1157609 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1157622.125000 Penalty: 3245.835205
	Iteration 173Q: 3 clusters Score -1157622 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1157631.000000 Penalty: 3245.835205
	Iteration 174Q: 3 clusters Score -1157631 nChanged 20
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Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1157638.375000 Penalty: 3245.835205
	Iteration 175Q: 3 clusters Score -1157638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1157640.625000 Penalty: 3245.835205
	Iteration 176Q: 3 clusters Score -1157641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1157641.250000 Penalty: 3245.835205
	Iteration 177Q: 3 clusters Score -1157641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1157642.500000 Penalty: 3245.835205
	Iteration 178Q: 3 clusters Score -1157642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1157643.500000 Penalty: 3245.835205
	Iteration 179Q: 3 clusters Score -1157644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1157644.375000 Penalty: 3245.835205
	Iteration 180F: 3 clusters Score -1157644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1157644.625000 Penalty: 3245.835205
	Iteration 181Q: 3 clusters Score -1157645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1157644.500000 Penalty: 3245.835205
	Iteration 182Q: 3 clusters Score -1157644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1157645.125000 Penalty: 3245.835205
	Iteration 183Q: 3 clusters Score -1157645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1157648.750000 Penalty: 3245.835205
	Iteration 184Q: 3 clusters Score -1157649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1157647.000000 Penalty: 3245.835205
	Iteration 185Q: 3 clusters Score -1157647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1157650.750000 Penalty: 3245.835205
	Iteration 186Q: 3 clusters Score -1157651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1157652.875000 Penalty: 3245.835205
	Iteration 187Q: 3 clusters Score -1157653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1157653.250000 Penalty: 3245.835205
	Iteration 188Q: 3 clusters Score -1157653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1157654.000000 Penalty: 3245.835205
	Iteration 189Q: 3 clusters Score -1157654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1157654.000000 Penalty: 3245.835205
	Iteration 190Q: 3 clusters Score -1157654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1157654.625000 Penalty: 3245.835205
	Iteration 191Q: 3 clusters Score -1157655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1157654.625000 Penalty: 3245.835205
	Iteration 192F: 3 clusters Score -1157655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (319463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319463 members 
Entering Unmasked Estep 
Score: -16269510.000000 Penalty: 2059.589355
	Iteration 0F: 2 clusters Score -1.626951e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159714 members 
Mstep: Class 2 contains 159749 members 
Entering Unmasked Estep 
Score: -16053391.000000 Penalty: 4119.178711
	Iteration 0F: 3 clusters Score -1.605339e+07 nChanged 156137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157685 members 
Mstep: Class 2 contains 161778 members 
Entering Unmasked Estep 
Score: -16147213.000000 Penalty: 4119.178711
	Iteration 1F: 3 clusters Score -1.614721e+07 nChanged 8983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156082 members 
Mstep: Class 2 contains 163381 members 
Entering Unmasked Estep 
Score: -16149332.000000 Penalty: 4119.178711
	Iteration 2Q: 3 clusters Score -1.614933e+07 nChanged 9933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153723 members 
Mstep: Class 2 contains 165740 members 
Entering Unmasked Estep 
Score: -16152177.000000 Penalty: 4119.178711
	Iteration 3Q: 3 clusters Score -1.615218e+07 nChanged 11377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150520 members 
Mstep: Class 2 contains 168943 members 
Entering Unmasked Estep 
Score: -16155753.000000 Penalty: 4119.178711
	Iteration 4Q: 3 clusters Score -1.615575e+07 nChanged 12989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146057 members 
Mstep: Class 2 contains 173406 members 
Entering Unmasked Estep 
Score: -16160788.000000 Penalty: 4119.178711
	Iteration 5Q: 3 clusters Score -1.616079e+07 nChanged 14553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140634 members 
Mstep: Class 2 contains 178829 members 
Entering Unmasked Estep 
Score: -16167109.000000 Penalty: 4119.178711
	Iteration 6Q: 3 clusters Score -1.616711e+07 nChanged 16161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133939 members 
Mstep: Class 2 contains 185524 members 
Entering Unmasked Estep 
Score: -16175557.000000 Penalty: 4119.178711
	Iteration 7F: 3 clusters Score -1.617556e+07 nChanged 17350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126273 members 
Mstep: Class 2 contains 193190 members 
Entering Unmasked Estep 
Score: -16185543.000000 Penalty: 4119.178711
	Iteration 8F: 3 clusters Score -1.618554e+07 nChanged 17773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118752 members 
Mstep: Class 2 contains 200711 members 
Entering Unmasked Estep 
Score: -16196450.000000 Penalty: 4119.178711
	Iteration 9F: 3 clusters Score -1.619645e+07 nChanged 17019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112363 members 
Mstep: Class 2 contains 207100 members 
Entering Unmasked Estep 
Score: -16208326.000000 Penalty: 4119.178711
	Iteration 10F: 3 clusters Score -1.620833e+07 nChanged 15322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107919 members 
Mstep: Class 2 contains 211544 members 
Entering Unmasked Estep 
Score: -16217577.000000 Penalty: 4119.178711
	Iteration 11Q: 3 clusters Score -1.621758e+07 nChanged 12090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104449 members 
Mstep: Class 2 contains 215014 members 
Entering Unmasked Estep 
Score: -16223289.000000 Penalty: 4119.178711
	Iteration 12Q: 3 clusters Score -1.622329e+07 nChanged 8417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101332 members 
Mstep: Class 2 contains 218131 members 
Entering Unmasked Estep 
Score: -16226000.000000 Penalty: 4119.178711
	Iteration 13Q: 3 clusters Score -1.6226e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98128 members 
Mstep: Class 2 contains 221335 members 
Entering Unmasked Estep 
Score: -16227731.000000 Penalty: 4119.178711
	Iteration 14Q: 3 clusters Score -1.622773e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94779 members 
Mstep: Class 2 contains 224684 members 
Entering Unmasked Estep 
Score: -16229304.000000 Penalty: 4119.178711
	Iteration 15Q: 3 clusters Score -1.62293e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91339 members 
Mstep: Class 2 contains 228124 members 
Entering Unmasked Estep 
Score: -16230510.000000 Penalty: 4119.178711
	Iteration 16Q: 3 clusters Score -1.623051e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87840 members 
Mstep: Class 2 contains 231623 members 
Entering Unmasked Estep 
Score: -16231579.000000 Penalty: 4119.178711
	Iteration 17Q: 3 clusters Score -1.623158e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84314 members 
Mstep: Class 2 contains 235149 members 
Entering Unmasked Estep 
Score: -16232835.000000 Penalty: 4119.178711
	Iteration 18Q: 3 clusters Score -1.623284e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80734 members 
Mstep: Class 2 contains 238729 members 
Entering Unmasked Estep 
Score: -16233889.000000 Penalty: 4119.178711
	Iteration 19Q: 3 clusters Score -1.623389e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77045 members 
Mstep: Class 2 contains 242418 members 
Entering Unmasked Estep 
Score: -16234946.000000 Penalty: 4119.178711
	Iteration 20F: 3 clusters Score -1.623495e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73271 members 
Mstep: Class 2 contains 246192 members 
Entering Unmasked Estep 
Score: -16236216.000000 Penalty: 4119.178711
	Iteration 21Q: 3 clusters Score -1.623622e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69368 members 
Mstep: Class 2 contains 250095 members 
Entering Unmasked Estep 
Score: -16237370.000000 Penalty: 4119.178711
	Iteration 22Q: 3 clusters Score -1.623737e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65345 members 
Mstep: Class 2 contains 254118 members 
Entering Unmasked Estep 
Score: -16238582.000000 Penalty: 4119.178711
	Iteration 23Q: 3 clusters Score -1.623858e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61181 members 
Mstep: Class 2 contains 258282 members 
Entering Unmasked Estep 
Score: -16240003.000000 Penalty: 4119.178711
	Iteration 24Q: 3 clusters Score -1.624e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56990 members 
Mstep: Class 2 contains 262473 members 
Entering Unmasked Estep 
Score: -16241470.000000 Penalty: 4119.178711
	Iteration 25Q: 3 clusters Score -1.624147e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52792 members 
Mstep: Class 2 contains 266671 members 
Entering Unmasked Estep 
Score: -16242816.000000 Penalty: 4119.178711
	Iteration 26Q: 3 clusters Score -1.624282e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 2 contains 270891 members 
Entering Unmasked Estep 
Score: -16244257.000000 Penalty: 4119.178711
	Iteration 27Q: 3 clusters Score -1.624426e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44307 members 
Mstep: Class 2 contains 275156 members 
Entering Unmasked Estep 
Score: -16245870.000000 Penalty: 4119.178711
	Iteration 28Q: 3 clusters Score -1.624587e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 279509 members 
Entering Unmasked Estep 
Score: -16247541.000000 Penalty: 4119.178711
	Iteration 29Q: 3 clusters Score -1.624754e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 283851 members 
Entering Unmasked Estep 
Score: -16249305.000000 Penalty: 4119.178711
	Iteration 30Q: 3 clusters Score -1.62493e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 288190 members 
Entering Unmasked Estep 
Score: -16251169.000000 Penalty: 4119.178711
	Iteration 31Q: 3 clusters Score -1.625117e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 292395 members 
Entering Unmasked Estep 
Score: -16253160.000000 Penalty: 4119.178711
	Iteration 32Q: 3 clusters Score -1.625316e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 296532 members 
Entering Unmasked Estep 
Score: -16255222.000000 Penalty: 4119.178711
	Iteration 33Q: 3 clusters Score -1.625522e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 300494 members 
Entering Unmasked Estep 
Score: -16257115.000000 Penalty: 4119.178711
	Iteration 34Q: 3 clusters Score -1.625712e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 304261 members 
Entering Unmasked Estep 
Score: -16259175.000000 Penalty: 4119.178711
	Iteration 35Q: 3 clusters Score -1.625918e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 307636 members 
Entering Unmasked Estep 
Score: -16261166.000000 Penalty: 4119.178711
	Iteration 36Q: 3 clusters Score -1.626117e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 310449 members 
Entering Unmasked Estep 
Score: -16262921.000000 Penalty: 4119.178711
	Iteration 37Q: 3 clusters Score -1.626292e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 312761 members 
Entering Unmasked Estep 
Score: -16264237.000000 Penalty: 4119.178711
	Iteration 38Q: 3 clusters Score -1.626424e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 314632 members 
Entering Unmasked Estep 
Score: -16265425.000000 Penalty: 4119.178711
	Iteration 39Q: 3 clusters Score -1.626542e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 315980 members 
Entering Unmasked Estep 
Score: -16266345.000000 Penalty: 4119.178711
	Iteration 40F: 3 clusters Score -1.626634e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 316911 members 
Entering Unmasked Estep 
Score: -16266935.000000 Penalty: 4119.178711
	Iteration 41Q: 3 clusters Score -1.626694e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 317511 members 
Entering Unmasked Estep 
Score: -16267193.000000 Penalty: 4119.178711
	Iteration 42Q: 3 clusters Score -1.626719e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 317916 members 
Entering Unmasked Estep 
Score: -16267397.000000 Penalty: 4119.178711
	Iteration 43Q: 3 clusters Score -1.62674e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 318161 members 
Entering Unmasked Estep 
Score: -16267551.000000 Penalty: 4119.178711
	Iteration 44Q: 3 clusters Score -1.626755e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 318342 members 
Entering Unmasked Estep 
Score: -16267610.000000 Penalty: 4119.178711
	Iteration 45Q: 3 clusters Score -1.626761e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 318462 members 
Entering Unmasked Estep 
Score: -16267664.000000 Penalty: 4119.178711
	Iteration 46Q: 3 clusters Score -1.626766e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 318535 members 
Entering Unmasked Estep 
Score: -16267717.000000 Penalty: 4119.178711
	Iteration 47Q: 3 clusters Score -1.626772e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 318597 members 
Entering Unmasked Estep 
Score: -16267765.000000 Penalty: 4119.178711
	Iteration 48Q: 3 clusters Score -1.626776e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 318653 members 
Entering Unmasked Estep 
Score: -16267804.000000 Penalty: 4119.178711
	Iteration 49Q: 3 clusters Score -1.62678e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 318696 members 
Entering Unmasked Estep 
Score: -16267829.000000 Penalty: 4119.178711
	Iteration 50Q: 3 clusters Score -1.626783e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 318741 members 
Entering Unmasked Estep 
Score: -16267877.000000 Penalty: 4119.178711
	Iteration 51Q: 3 clusters Score -1.626788e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 318758 members 
Entering Unmasked Estep 
Score: -16267877.000000 Penalty: 4119.178711
	Iteration 52Q: 3 clusters Score -1.626788e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 318773 members 
Entering Unmasked Estep 
Score: -16267892.000000 Penalty: 4119.178711
	Iteration 53Q: 3 clusters Score -1.626789e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 318791 members 
Entering Unmasked Estep 
Score: -16267897.000000 Penalty: 4119.178711
	Iteration 54Q: 3 clusters Score -1.62679e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 318805 members 
Entering Unmasked Estep 
Score: -16267894.000000 Penalty: 4119.178711
	Iteration 55Q: 3 clusters Score -1.626789e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 318813 members 
Entering Unmasked Estep 
Score: -16267906.000000 Penalty: 4119.178711
	Iteration 56Q: 3 clusters Score -1.626791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 318814 members 
Entering Unmasked Estep 
Score: -16267912.000000 Penalty: 4119.178711
	Iteration 57Q: 3 clusters Score -1.626791e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 318816 members 
Entering Unmasked Estep 
Score: -16267918.000000 Penalty: 4119.178711
	Iteration 58Q: 3 clusters Score -1.626792e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 318823 members 
Entering Unmasked Estep 
Score: -16267916.000000 Penalty: 4119.178711
	Iteration 59Q: 3 clusters Score -1.626792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 318829 members 
Entering Unmasked Estep 
Score: -16267932.000000 Penalty: 4119.178711
	Iteration 60F: 3 clusters Score -1.626793e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 318832 members 
Entering Unmasked Estep 
Score: -16267928.000000 Penalty: 4119.178711
	Iteration 61Q: 3 clusters Score -1.626793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 318833 members 
Entering Unmasked Estep 
Score: -16267935.000000 Penalty: 4119.178711
	Iteration 62Q: 3 clusters Score -1.626794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 318833 members 
Entering Unmasked Estep 
Score: -16267934.000000 Penalty: 4119.178711
	Iteration 63Q: 3 clusters Score -1.626793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 318837 members 
Entering Unmasked Estep 
Score: -16267934.000000 Penalty: 4119.178711
	Iteration 64Q: 3 clusters Score -1.626793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 318841 members 
Entering Unmasked Estep 
Score: -16267945.000000 Penalty: 4119.178711
	Iteration 65Q: 3 clusters Score -1.626794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 318844 members 
Entering Unmasked Estep 
Score: -16267941.000000 Penalty: 4119.178711
	Iteration 66Q: 3 clusters Score -1.626794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 318849 members 
Entering Unmasked Estep 
Score: -16267965.000000 Penalty: 4119.178711
	Iteration 67Q: 3 clusters Score -1.626796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 318849 members 
Entering Unmasked Estep 
Score: -16267957.000000 Penalty: 4119.178711
	Iteration 68Q: 3 clusters Score -1.626796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 318850 members 
Entering Unmasked Estep 
Score: -16267958.000000 Penalty: 4119.178711
	Iteration 69Q: 3 clusters Score -1.626796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 318849 members 
Entering Unmasked Estep 
Score: -16267962.000000 Penalty: 4119.178711
	Iteration 70Q: 3 clusters Score -1.626796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 318851 members 
Entering Unmasked Estep 
Score: -16267965.000000 Penalty: 4119.178711
	Iteration 71Q: 3 clusters Score -1.626796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 318854 members 
Entering Unmasked Estep 
Score: -16267963.000000 Penalty: 4119.178711
	Iteration 72Q: 3 clusters Score -1.626796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 318857 members 
Entering Unmasked Estep 
Score: -16267967.000000 Penalty: 4119.178711
	Iteration 73Q: 3 clusters Score -1.626797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 318861 members 
Entering Unmasked Estep 
Score: -16267960.000000 Penalty: 4119.178711
	Iteration 74Q: 3 clusters Score -1.626796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 318862 members 
Entering Unmasked Estep 
Score: -16267958.000000 Penalty: 4119.178711
	Iteration 75Q: 3 clusters Score -1.626796e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 318862 members 
Entering Unmasked Estep 
Score: -16267958.000000 Penalty: 4119.178711
	Iteration 76F: 3 clusters Score -1.626796e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (38532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Entering Unmasked Estep 
Score: -2008663.125000 Penalty: 1715.877197
	Iteration 0F: 2 clusters Score -2008663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -1982852.250000 Penalty: 3431.754395
	Iteration 0F: 3 clusters Score -1982852 nChanged 17955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -1993074.875000 Penalty: 3431.754395
	Iteration 1F: 3 clusters Score -1993075 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -1993597.875000 Penalty: 3431.754395
	Iteration 2Q: 3 clusters Score -1993598 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -1994165.875000 Penalty: 3431.754395
	Iteration 3Q: 3 clusters Score -1994166 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -1994741.625000 Penalty: 3431.754395
	Iteration 4Q: 3 clusters Score -1994742 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -1995357.875000 Penalty: 3431.754395
	Iteration 5Q: 3 clusters Score -1995358 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -1995968.125000 Penalty: 3431.754395
	Iteration 6Q: 3 clusters Score -1995968 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -1996643.125000 Penalty: 3431.754395
	Iteration 7Q: 3 clusters Score -1996643 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -1997427.125000 Penalty: 3431.754395
	Iteration 8Q: 3 clusters Score -1997427 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1998337.375000 Penalty: 3431.754395
	Iteration 9Q: 3 clusters Score -1998337 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1999347.500000 Penalty: 3431.754395
	Iteration 10Q: 3 clusters Score -1999348 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2000381.375000 Penalty: 3431.754395
	Iteration 11Q: 3 clusters Score -2000381 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -2001431.625000 Penalty: 3431.754395
	Iteration 12Q: 3 clusters Score -2001432 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2002446.250000 Penalty: 3431.754395
	Iteration 13Q: 3 clusters Score -2002446 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2003415.500000 Penalty: 3431.754395
	Iteration 14Q: 3 clusters Score -2003416 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -2004327.500000 Penalty: 3431.754395
	Iteration 15Q: 3 clusters Score -2004328 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2005194.000000 Penalty: 3431.754395
	Iteration 16Q: 3 clusters Score -2005194 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2005871.000000 Penalty: 3431.754395
	Iteration 17Q: 3 clusters Score -2005871 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2006343.375000 Penalty: 3431.754395
	Iteration 18Q: 3 clusters Score -2006343 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2006675.750000 Penalty: 3431.754395
	Iteration 19Q: 3 clusters Score -2006676 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2006903.875000 Penalty: 3431.754395
	Iteration 20F: 3 clusters Score -2006904 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2007051.125000 Penalty: 3431.754395
	Iteration 21Q: 3 clusters Score -2007051 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2007157.125000 Penalty: 3431.754395
	Iteration 22Q: 3 clusters Score -2007157 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2007252.250000 Penalty: 3431.754395
	Iteration 23Q: 3 clusters Score -2007252 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2007318.125000 Penalty: 3431.754395
	Iteration 24Q: 3 clusters Score -2007318 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2007394.250000 Penalty: 3431.754395
	Iteration 25Q: 3 clusters Score -2007394 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2007476.000000 Penalty: 3431.754395
	Iteration 26Q: 3 clusters Score -2007476 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2007540.000000 Penalty: 3431.754395
	Iteration 27Q: 3 clusters Score -2007540 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2007575.375000 Penalty: 3431.754395
	Iteration 28Q: 3 clusters Score -2007575 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2007607.000000 Penalty: 3431.754395
	Iteration 29Q: 3 clusters Score -2007607 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2007623.750000 Penalty: 3431.754395
	Iteration 30Q: 3 clusters Score -2007624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2007627.000000 Penalty: 3431.754395
	Iteration 31Q: 3 clusters Score -2007627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2007633.875000 Penalty: 3431.754395
	Iteration 32Q: 3 clusters Score -2007634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2007641.125000 Penalty: 3431.754395
	Iteration 33Q: 3 clusters Score -2007641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2007643.625000 Penalty: 3431.754395
	Iteration 34Q: 3 clusters Score -2007644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2007645.750000 Penalty: 3431.754395
	Iteration 35Q: 3 clusters Score -2007646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2007653.125000 Penalty: 3431.754395
	Iteration 36Q: 3 clusters Score -2007653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2007658.250000 Penalty: 3431.754395
	Iteration 37Q: 3 clusters Score -2007658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2007666.000000 Penalty: 3431.754395
	Iteration 38Q: 3 clusters Score -2007666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2007665.500000 Penalty: 3431.754395
	Iteration 39Q: 3 clusters Score -2007666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2007665.625000 Penalty: 3431.754395
	Iteration 40F: 3 clusters Score -2007666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2007666.875000 Penalty: 3431.754395
	Iteration 41Q: 3 clusters Score -2007667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2007666.875000 Penalty: 3431.754395
	Iteration 42F: 3 clusters Score -2007667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Entering Unmasked Estep 
Score: -122589.578125 Penalty: 1287.485229
	Iteration 0F: 2 clusters Score -122589.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -120059.210938 Penalty: 2574.970459
	Iteration 0F: 3 clusters Score -120059.2 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -120701.921875 Penalty: 2574.970459
	Iteration 1F: 3 clusters Score -120701.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -120899.812500 Penalty: 2574.970459
	Iteration 2F: 3 clusters Score -120899.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -121101.273438 Penalty: 2574.970459
	Iteration 3F: 3 clusters Score -121101.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -121373.273438 Penalty: 2574.970459
	Iteration 4F: 3 clusters Score -121373.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -121715.515625 Penalty: 2574.970459
	Iteration 5F: 3 clusters Score -121715.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -122010.062500 Penalty: 2574.970459
	Iteration 6F: 3 clusters Score -122010.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -122280.117188 Penalty: 2574.970459
	Iteration 7F: 3 clusters Score -122280.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -122405.312500 Penalty: 2574.970459
	Iteration 8Q: 3 clusters Score -122405.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -122457.914062 Penalty: 2574.970459
	Iteration 9Q: 3 clusters Score -122457.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -122491.265625 Penalty: 2574.970459
	Iteration 10Q: 3 clusters Score -122491.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -122527.156250 Penalty: 2574.970459
	Iteration 11Q: 3 clusters Score -122527.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -122560.882812 Penalty: 2574.970459
	Iteration 12Q: 3 clusters Score -122560.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -122608.906250 Penalty: 2574.970459
	Iteration 13Q: 3 clusters Score -122608.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -122657.570312 Penalty: 2574.970459
	Iteration 14Q: 3 clusters Score -122657.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -122715.945312 Penalty: 2574.970459
	Iteration 15Q: 3 clusters Score -122715.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -122772.226562 Penalty: 2574.970459
	Iteration 16Q: 3 clusters Score -122772.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -122797.226562 Penalty: 2574.970459
	Iteration 17Q: 3 clusters Score -122797.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -122817.203125 Penalty: 2574.970459
	Iteration 18Q: 3 clusters Score -122817.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -122824.828125 Penalty: 2574.970459
	Iteration 19Q: 3 clusters Score -122824.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -122829.328125 Penalty: 2574.970459
	Iteration 20F: 3 clusters Score -122829.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -122831.679688 Penalty: 2574.970459
	Iteration 21Q: 3 clusters Score -122831.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -122832.210938 Penalty: 2574.970459
	Iteration 22Q: 3 clusters Score -122832.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -122832.648438 Penalty: 2574.970459
	Iteration 23Q: 3 clusters Score -122832.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -122834.750000 Penalty: 2574.970459
	Iteration 24Q: 3 clusters Score -122834.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -122834.750000 Penalty: 2574.970459
	Iteration 25F: 3 clusters Score -122834.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 5204 members 
Mstep: Class 3 contains 778 members 
Mstep: Class 4 contains 15945 members 
Mstep: Class 5 contains 21746 members 
Mstep: Class 6 contains 319463 members 
Mstep: Class 8 contains 38532 members 
Mstep: Class 9 contains 1982 members 
Mstep: Class 10 contains 6163 members 
Mstep: Class 13 contains 3932 members 
Mstep: Class 16 contains 13029 members 
Mstep: Class 17 contains 7425 members 
Mstep: Class 18 contains 19924 members 
Mstep: Class 19 contains 5240 members 
Entering Unmasked Estep 
Score: -23154244.000000 Penalty: 29676.943359
Splitting cluster 9 changes total score from -23154680.000000 to -23154244.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (6163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Entering Unmasked Estep 
Score: -296969.625000 Penalty: 1418.026855
	Iteration 0F: 2 clusters Score -296969.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -292310.031250 Penalty: 2836.053711
	Iteration 0F: 3 clusters Score -292310 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -293703.437500 Penalty: 2836.053711
	Iteration 1F: 3 clusters Score -293703.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -293859.531250 Penalty: 2836.053711
	Iteration 2F: 3 clusters Score -293859.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -294017.625000 Penalty: 2836.053711
	Iteration 3Q: 3 clusters Score -294017.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -294214.781250 Penalty: 2836.053711
	Iteration 4Q: 3 clusters Score -294214.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -294446.562500 Penalty: 2836.053711
	Iteration 5F: 3 clusters Score -294446.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -294701.093750 Penalty: 2836.053711
	Iteration 6F: 3 clusters Score -294701.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -294956.687500 Penalty: 2836.053711
	Iteration 7F: 3 clusters Score -294956.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -295185.906250 Penalty: 2836.053711
	Iteration 8F: 3 clusters Score -295185.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -295378.843750 Penalty: 2836.053711
	Iteration 9Q: 3 clusters Score -295378.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -295548.031250 Penalty: 2836.053711
	Iteration 10Q: 3 clusters Score -295548 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -295670.750000 Penalty: 2836.053711
	Iteration 11Q: 3 clusters Score -295670.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -295765.750000 Penalty: 2836.053711
	Iteration 12Q: 3 clusters Score -295765.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -295826.937500 Penalty: 2836.053711
	Iteration 13Q: 3 clusters Score -295826.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -295871.000000 Penalty: 2836.053711
	Iteration 14Q: 3 clusters Score -295871 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -295899.375000 Penalty: 2836.053711
	Iteration 15Q: 3 clusters Score -295899.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -295919.093750 Penalty: 2836.053711
	Iteration 16Q: 3 clusters Score -295919.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -295935.406250 Penalty: 2836.053711
	Iteration 17Q: 3 clusters Score -295935.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -295950.343750 Penalty: 2836.053711
	Iteration 18Q: 3 clusters Score -295950.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -295964.406250 Penalty: 2836.053711
	Iteration 19Q: 3 clusters Score -295964.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -295978.343750 Penalty: 2836.053711
	Iteration 20F: 3 clusters Score -295978.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -295993.031250 Penalty: 2836.053711
	Iteration 21Q: 3 clusters Score -295993 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -296005.812500 Penalty: 2836.053711
	Iteration 22Q: 3 clusters Score -296005.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -296014.968750 Penalty: 2836.053711
	Iteration 23Q: 3 clusters Score -296015 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -296024.593750 Penalty: 2836.053711
	Iteration 24Q: 3 clusters Score -296024.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -296032.875000 Penalty: 2836.053711
	Iteration 25Q: 3 clusters Score -296032.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -296036.562500 Penalty: 2836.053711
	Iteration 26Q: 3 clusters Score -296036.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -296040.593750 Penalty: 2836.053711
	Iteration 27Q: 3 clusters Score -296040.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -296043.781250 Penalty: 2836.053711
	Iteration 28Q: 3 clusters Score -296043.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -296046.968750 Penalty: 2836.053711
	Iteration 29Q: 3 clusters Score -296047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -296048.218750 Penalty: 2836.053711
	Iteration 30Q: 3 clusters Score -296048.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -296048.062500 Penalty: 2836.053711
	Iteration 31Q: 3 clusters Score -296048.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -296048.375000 Penalty: 2836.053711
	Iteration 32Q: 3 clusters Score -296048.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -296049.125000 Penalty: 2836.053711
	Iteration 33Q: 3 clusters Score -296049.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -296051.812500 Penalty: 2836.053711
	Iteration 34Q: 3 clusters Score -296051.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -296052.687500 Penalty: 2836.053711
	Iteration 35Q: 3 clusters Score -296052.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -296052.468750 Penalty: 2836.053711
	Iteration 36Q: 3 clusters Score -296052.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -296053.218750 Penalty: 2836.053711
	Iteration 37Q: 3 clusters Score -296053.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -296053.656250 Penalty: 2836.053711
	Iteration 38Q: 3 clusters Score -296053.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -296056.000000 Penalty: 2836.053711
	Iteration 39Q: 3 clusters Score -296056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -296056.218750 Penalty: 2836.053711
	Iteration 40F: 3 clusters Score -296056.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -296056.218750 Penalty: 2836.053711
	Iteration 41Q: 3 clusters Score -296056.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -296056.218750 Penalty: 2836.053711
	Iteration 42Q: 3 clusters Score -296056.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -296056.218750 Penalty: 2836.053711
	Iteration 43F: 3 clusters Score -296056.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Entering Unmasked Estep 
Score: -209586.312500 Penalty: 1344.996704
	Iteration 0F: 2 clusters Score -209586.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -206207.578125 Penalty: 2689.993408
	Iteration 0F: 3 clusters Score -206207.6 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -207121.359375 Penalty: 2689.993408
	Iteration 1F: 3 clusters Score -207121.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -207282.718750 Penalty: 2689.993408
	Iteration 2F: 3 clusters Score -207282.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -207431.281250 Penalty: 2689.993408
	Iteration 3F: 3 clusters Score -207431.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -207567.453125 Penalty: 2689.993408
	Iteration 4F: 3 clusters Score -207567.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -207684.296875 Penalty: 2689.993408
	Iteration 5Q: 3 clusters Score -207684.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -207774.390625 Penalty: 2689.993408
	Iteration 6Q: 3 clusters Score -207774.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -207870.656250 Penalty: 2689.993408
	Iteration 7Q: 3 clusters Score -207870.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -207994.343750 Penalty: 2689.993408
	Iteration 8Q: 3 clusters Score -207994.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -208107.953125 Penalty: 2689.993408
	Iteration 9Q: 3 clusters Score -208108 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -208199.593750 Penalty: 2689.993408
	Iteration 10Q: 3 clusters Score -208199.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -208264.796875 Penalty: 2689.993408
	Iteration 11Q: 3 clusters Score -208264.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -208304.953125 Penalty: 2689.993408
	Iteration 12Q: 3 clusters Score -208305 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -208343.578125 Penalty: 2689.993408
	Iteration 13Q: 3 clusters Score -208343.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -208386.968750 Penalty: 2689.993408
	Iteration 14Q: 3 clusters Score -208387 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -208412.031250 Penalty: 2689.993408
	Iteration 15Q: 3 clusters Score -208412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -208424.250000 Penalty: 2689.993408
	Iteration 16Q: 3 clusters Score -208424.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -208431.734375 Penalty: 2689.993408
	Iteration 17Q: 3 clusters Score -208431.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -208436.093750 Penalty: 2689.993408
	Iteration 18Q: 3 clusters Score -208436.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -208441.796875 Penalty: 2689.993408
	Iteration 19Q: 3 clusters Score -208441.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -208446.250000 Penalty: 2689.993408
	Iteration 20F: 3 clusters Score -208446.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -208450.171875 Penalty: 2689.993408
	Iteration 21Q: 3 clusters Score -208450.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -208454.203125 Penalty: 2689.993408
	Iteration 22Q: 3 clusters Score -208454.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -208454.750000 Penalty: 2689.993408
	Iteration 23Q: 3 clusters Score -208454.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -208455.500000 Penalty: 2689.993408
	Iteration 24Q: 3 clusters Score -208455.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -208455.500000 Penalty: 2689.993408
	Iteration 25F: 3 clusters Score -208455.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Entering Unmasked Estep 
Score: -699067.687500 Penalty: 1539.676514
	Iteration 0F: 2 clusters Score -699067.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -689889.937500 Penalty: 3079.353027
	Iteration 0F: 3 clusters Score -689889.9 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -693026.250000 Penalty: 3079.353027
	Iteration 1F: 3 clusters Score -693026.2 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -693332.875000 Penalty: 3079.353027
	Iteration 2F: 3 clusters Score -693332.9 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -693627.312500 Penalty: 3079.353027
	Iteration 3F: 3 clusters Score -693627.3 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -693987.125000 Penalty: 3079.353027
	Iteration 4F: 3 clusters Score -693987.1 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -694466.312500 Penalty: 3079.353027
	Iteration 5F: 3 clusters Score -694466.3 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -695091.812500 Penalty: 3079.353027
	Iteration 6F: 3 clusters Score -695091.8 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -695814.375000 Penalty: 3079.353027
	Iteration 7F: 3 clusters Score -695814.4 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -696530.687500 Penalty: 3079.353027
	Iteration 8F: 3 clusters Score -696530.7 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -697054.312500 Penalty: 3079.353027
	Iteration 9Q: 3 clusters Score -697054.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -697336.750000 Penalty: 3079.353027
	Iteration 10Q: 3 clusters Score -697336.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -697511.687500 Penalty: 3079.353027
	Iteration 11Q: 3 clusters Score -697511.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -697620.937500 Penalty: 3079.353027
	Iteration 12Q: 3 clusters Score -697620.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -697664.625000 Penalty: 3079.353027
	Iteration 13Q: 3 clusters Score -697664.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -697684.187500 Penalty: 3079.353027
	Iteration 14Q: 3 clusters Score -697684.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -697701.937500 Penalty: 3079.353027
	Iteration 15Q: 3 clusters Score -697701.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -697713.500000 Penalty: 3079.353027
	Iteration 16Q: 3 clusters Score -697713.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -697722.937500 Penalty: 3079.353027
	Iteration 17Q: 3 clusters Score -697722.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -697725.687500 Penalty: 3079.353027
	Iteration 18Q: 3 clusters Score -697725.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -697732.125000 Penalty: 3079.353027
	Iteration 19Q: 3 clusters Score -697732.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -697738.250000 Penalty: 3079.353027
	Iteration 20F: 3 clusters Score -697738.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -697742.312500 Penalty: 3079.353027
	Iteration 21Q: 3 clusters Score -697742.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -697743.625000 Penalty: 3079.353027
	Iteration 22Q: 3 clusters Score -697743.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -697743.625000 Penalty: 3079.353027
	Iteration 23F: 3 clusters Score -697743.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Entering Unmasked Estep 
Score: -402923.125000 Penalty: 1448.298828
	Iteration 0F: 2 clusters Score -402923.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -397431.312500 Penalty: 2896.597656
	Iteration 0F: 3 clusters Score -397431.3 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -399081.843750 Penalty: 2896.597656
	Iteration 1F: 3 clusters Score -399081.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -399320.156250 Penalty: 2896.597656
	Iteration 2F: 3 clusters Score -399320.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -399488.843750 Penalty: 2896.597656
	Iteration 3Q: 3 clusters Score -399488.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -399624.000000 Penalty: 2896.597656
	Iteration 4Q: 3 clusters Score -399624 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -399741.218750 Penalty: 2896.597656
	Iteration 5Q: 3 clusters Score -399741.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -399851.906250 Penalty: 2896.597656
	Iteration 6Q: 3 clusters Score -399851.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -399961.031250 Penalty: 2896.597656
	Iteration 7Q: 3 clusters Score -399961 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -400079.843750 Penalty: 2896.597656
	Iteration 8Q: 3 clusters Score -400079.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -400198.843750 Penalty: 2896.597656
	Iteration 9Q: 3 clusters Score -400198.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -400335.281250 Penalty: 2896.597656
	Iteration 10Q: 3 clusters Score -400335.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -400490.781250 Penalty: 2896.597656
	Iteration 11Q: 3 clusters Score -400490.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -400671.375000 Penalty: 2896.597656
	Iteration 12Q: 3 clusters Score -400671.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -400855.656250 Penalty: 2896.597656
	Iteration 13Q: 3 clusters Score -400855.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -401042.968750 Penalty: 2896.597656
	Iteration 14Q: 3 clusters Score -401043 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -401199.312500 Penalty: 2896.597656
	Iteration 15Q: 3 clusters Score -401199.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -401303.500000 Penalty: 2896.597656
	Iteration 16Q: 3 clusters Score -401303.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -401357.781250 Penalty: 2896.597656
	Iteration 17Q: 3 clusters Score -401357.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -401390.531250 Penalty: 2896.597656
	Iteration 18Q: 3 clusters Score -401390.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -401410.468750 Penalty: 2896.597656
	Iteration 19Q: 3 clusters Score -401410.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -401432.656250 Penalty: 2896.597656
	Iteration 20F: 3 clusters Score -401432.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -401454.718750 Penalty: 2896.597656
	Iteration 21Q: 3 clusters Score -401454.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -401478.968750 Penalty: 2896.597656
	Iteration 22Q: 3 clusters Score -401479 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -401502.968750 Penalty: 2896.597656
	Iteration 23Q: 3 clusters Score -401503 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -401512.281250 Penalty: 2896.597656
	Iteration 24Q: 3 clusters Score -401512.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -401520.781250 Penalty: 2896.597656
	Iteration 25Q: 3 clusters Score -401520.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -401529.093750 Penalty: 2896.597656
	Iteration 26Q: 3 clusters Score -401529.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -401533.187500 Penalty: 2896.597656
	Iteration 27Q: 3 clusters Score -401533.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -401538.062500 Penalty: 2896.597656
	Iteration 28Q: 3 clusters Score -401538.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -401545.656250 Penalty: 2896.597656
	Iteration 29Q: 3 clusters Score -401545.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -401552.000000 Penalty: 2896.597656
	Iteration 30Q: 3 clusters Score -401552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -401561.625000 Penalty: 2896.597656
	Iteration 31Q: 3 clusters Score -401561.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -401574.406250 Penalty: 2896.597656
	Iteration 32Q: 3 clusters Score -401574.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -401589.000000 Penalty: 2896.597656
	Iteration 33Q: 3 clusters Score -401589 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -401599.281250 Penalty: 2896.597656
	Iteration 34Q: 3 clusters Score -401599.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -401605.312500 Penalty: 2896.597656
	Iteration 35Q: 3 clusters Score -401605.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -401612.968750 Penalty: 2896.597656
	Iteration 36Q: 3 clusters Score -401613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -401617.625000 Penalty: 2896.597656
	Iteration 37Q: 3 clusters Score -401617.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -401620.906250 Penalty: 2896.597656
	Iteration 38Q: 3 clusters Score -401620.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -401622.093750 Penalty: 2896.597656
	Iteration 39Q: 3 clusters Score -401622.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -401622.812500 Penalty: 2896.597656
	Iteration 40F: 3 clusters Score -401622.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -401624.281250 Penalty: 2896.597656
	Iteration 41Q: 3 clusters Score -401624.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -401625.500000 Penalty: 2896.597656
	Iteration 42Q: 3 clusters Score -401625.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -401627.937500 Penalty: 2896.597656
	Iteration 43Q: 3 clusters Score -401627.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -401627.281250 Penalty: 2896.597656
	Iteration 44Q: 3 clusters Score -401627.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -401627.062500 Penalty: 2896.597656
	Iteration 45Q: 3 clusters Score -401627.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -401627.750000 Penalty: 2896.597656
	Iteration 46Q: 3 clusters Score -401627.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -401629.281250 Penalty: 2896.597656
	Iteration 47Q: 3 clusters Score -401629.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -401629.343750 Penalty: 2896.597656
	Iteration 48Q: 3 clusters Score -401629.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -401629.250000 Penalty: 2896.597656
	Iteration 49Q: 3 clusters Score -401629.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -401629.406250 Penalty: 2896.597656
	Iteration 50Q: 3 clusters Score -401629.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -401630.906250 Penalty: 2896.597656
	Iteration 51Q: 3 clusters Score -401630.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -401630.937500 Penalty: 2896.597656
	Iteration 52Q: 3 clusters Score -401630.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -401631.625000 Penalty: 2896.597656
	Iteration 53Q: 3 clusters Score -401631.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -401632.406250 Penalty: 2896.597656
	Iteration 54Q: 3 clusters Score -401632.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -401631.718750 Penalty: 2896.597656
	Iteration 55Q: 3 clusters Score -401631.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -401631.718750 Penalty: 2896.597656
	Iteration 56F: 3 clusters Score -401631.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Entering Unmasked Estep 
Score: -1033860.687500 Penalty: 1608.697998
	Iteration 0F: 2 clusters Score -1033861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1020324.250000 Penalty: 3217.395996
	Iteration 0F: 3 clusters Score -1020324 nChanged 9011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1025239.437500 Penalty: 3217.395996
	Iteration 1F: 3 clusters Score -1025239 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1025542.312500 Penalty: 3217.395996
	Iteration 2Q: 3 clusters Score -1025542 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1025790.562500 Penalty: 3217.395996
	Iteration 3Q: 3 clusters Score -1025791 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1026067.000000 Penalty: 3217.395996
	Iteration 4Q: 3 clusters Score -1026067 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1026374.937500 Penalty: 3217.395996
	Iteration 5Q: 3 clusters Score -1026375 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1026733.125000 Penalty: 3217.395996
	Iteration 6Q: 3 clusters Score -1026733 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1027131.687500 Penalty: 3217.395996
	Iteration 7Q: 3 clusters Score -1027132 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1027534.562500 Penalty: 3217.395996
	Iteration 8Q: 3 clusters Score -1027535 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1027956.500000 Penalty: 3217.395996
	Iteration 9Q: 3 clusters Score -1027956 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1028372.250000 Penalty: 3217.395996
	Iteration 10Q: 3 clusters Score -1028372 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1028752.312500 Penalty: 3217.395996
	Iteration 11Q: 3 clusters Score -1028752 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1029063.625000 Penalty: 3217.395996
	Iteration 12Q: 3 clusters Score -1029064 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1029314.000000 Penalty: 3217.395996
	Iteration 13Q: 3 clusters Score -1029314 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1029502.187500 Penalty: 3217.395996
	Iteration 14Q: 3 clusters Score -1029502 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1029618.187500 Penalty: 3217.395996
	Iteration 15Q: 3 clusters Score -1029618 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1029689.062500 Penalty: 3217.395996
	Iteration 16Q: 3 clusters Score -1029689 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1029732.937500 Penalty: 3217.395996
	Iteration 17Q: 3 clusters Score -1029733 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1029771.562500 Penalty: 3217.395996
	Iteration 18Q: 3 clusters Score -1029772 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1029801.062500 Penalty: 3217.395996
	Iteration 19Q: 3 clusters Score -1029801 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1029831.000000 Penalty: 3217.395996
	Iteration 20F: 3 clusters Score -1029831 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1029863.625000 Penalty: 3217.395996
	Iteration 21Q: 3 clusters Score -1029864 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1029882.312500 Penalty: 3217.395996
	Iteration 22Q: 3 clusters Score -1029882 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1029902.875000 Penalty: 3217.395996
	Iteration 23Q: 3 clusters Score -1029903 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1029921.125000 Penalty: 3217.395996
	Iteration 24Q: 3 clusters Score -1029921 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1029940.062500 Penalty: 3217.395996
	Iteration 25Q: 3 clusters Score -1029940 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1029951.875000 Penalty: 3217.395996
	Iteration 26Q: 3 clusters Score -1029952 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1029964.375000 Penalty: 3217.395996
	Iteration 27Q: 3 clusters Score -1029964 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1029974.937500 Penalty: 3217.395996
	Iteration 28Q: 3 clusters Score -1029975 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1029989.937500 Penalty: 3217.395996
	Iteration 29Q: 3 clusters Score -1029990 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1029997.375000 Penalty: 3217.395996
	Iteration 30Q: 3 clusters Score -1029997 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1030013.687500 Penalty: 3217.395996
	Iteration 31Q: 3 clusters Score -1030014 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1030027.125000 Penalty: 3217.395996
	Iteration 32Q: 3 clusters Score -1030027 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1030044.812500 Penalty: 3217.395996
	Iteration 33Q: 3 clusters Score -1030045 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1030050.625000 Penalty: 3217.395996
	Iteration 34Q: 3 clusters Score -1030051 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1030063.750000 Penalty: 3217.395996
	Iteration 35Q: 3 clusters Score -1030064 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1030078.750000 Penalty: 3217.395996
	Iteration 36Q: 3 clusters Score -1030079 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1030086.250000 Penalty: 3217.395996
	Iteration 37Q: 3 clusters Score -1030086 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1030099.625000 Penalty: 3217.395996
	Iteration 38Q: 3 clusters Score -1030100 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1030115.437500 Penalty: 3217.395996
	Iteration 39Q: 3 clusters Score -1030115 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1030131.000000 Penalty: 3217.395996
	Iteration 40F: 3 clusters Score -1030131 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1030145.437500 Penalty: 3217.395996
	Iteration 41Q: 3 clusters Score -1030145 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1030156 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1030170.000000 Penalty: 3217.395996
	Iteration 43Q: 3 clusters Score -1030170 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1030179.312500 Penalty: 3217.395996
	Iteration 44Q: 3 clusters Score -1030179 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1030198.687500 Penalty: 3217.395996
	Iteration 45Q: 3 clusters Score -1030199 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1030217.437500 Penalty: 3217.395996
	Iteration 46Q: 3 clusters Score -1030217 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1030244.250000 Penalty: 3217.395996
	Iteration 47Q: 3 clusters Score -1030244 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1030263.312500 Penalty: 3217.395996
	Iteration 48Q: 3 clusters Score -1030263 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1030287.062500 Penalty: 3217.395996
	Iteration 49Q: 3 clusters Score -1030287 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1030307.875000 Penalty: 3217.395996
	Iteration 50Q: 3 clusters Score -1030308 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1030330.375000 Penalty: 3217.395996
	Iteration 51Q: 3 clusters Score -1030330 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1030359.250000 Penalty: 3217.395996
	Iteration 52Q: 3 clusters Score -1030359 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1030383.937500 Penalty: 3217.395996
	Iteration 53Q: 3 clusters Score -1030384 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1030413.562500 Penalty: 3217.395996
	Iteration 54Q: 3 clusters Score -1030414 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1030444.750000 Penalty: 3217.395996
	Iteration 55Q: 3 clusters Score -1030445 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1030480.875000 Penalty: 3217.395996
	Iteration 56Q: 3 clusters Score -1030481 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1030508.875000 Penalty: 3217.395996
	Iteration 57Q: 3 clusters Score -1030509 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1030542.000000 Penalty: 3217.395996
	Iteration 58Q: 3 clusters Score -1030542 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1030582.687500 Penalty: 3217.395996
	Iteration 59Q: 3 clusters Score -1030583 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1030625.000000 Penalty: 3217.395996
	Iteration 60F: 3 clusters Score -1030625 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1030665.875000 Penalty: 3217.395996
	Iteration 61Q: 3 clusters Score -1030666 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1030710.437500 Penalty: 3217.395996
	Iteration 62Q: 3 clusters Score -1030710 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1030753.250000 Penalty: 3217.395996
	Iteration 63Q: 3 clusters Score -1030753 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1030800.125000 Penalty: 3217.395996
	Iteration 64Q: 3 clusters Score -1030800 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1030854.312500 Penalty: 3217.395996
	Iteration 65Q: 3 clusters Score -1030854 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1030914.875000 Penalty: 3217.395996
	Iteration 66Q: 3 clusters Score -1030915 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1030971 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1031027.625000 Penalty: 3217.395996
	Iteration 68Q: 3 clusters Score -1031028 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1031100.750000 Penalty: 3217.395996
	Iteration 69Q: 3 clusters Score -1031101 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1031177.187500 Penalty: 3217.395996
	Iteration 70Q: 3 clusters Score -1031177 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1031250.187500 Penalty: 3217.395996
	Iteration 71Q: 3 clusters Score -1031250 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1031320.812500 Penalty: 3217.395996
	Iteration 72Q: 3 clusters Score -1031321 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1031389.687500 Penalty: 3217.395996
	Iteration 73Q: 3 clusters Score -1031390 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1031479.000000 Penalty: 3217.395996
	Iteration 74Q: 3 clusters Score -1031479 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1031555.562500 Penalty: 3217.395996
	Iteration 75Q: 3 clusters Score -1031556 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1031622.750000 Penalty: 3217.395996
	Iteration 76Q: 3 clusters Score -1031623 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1031690.250000 Penalty: 3217.395996
	Iteration 77Q: 3 clusters Score -1031690 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1031736.562500 Penalty: 3217.395996
	Iteration 78Q: 3 clusters Score -1031737 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1031781.437500 Penalty: 3217.395996
	Iteration 79Q: 3 clusters Score -1031781 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1031828.000000 Penalty: 3217.395996
	Iteration 80F: 3 clusters Score -1031828 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1031881.812500 Penalty: 3217.395996
	Iteration 81Q: 3 clusters Score -1031882 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1031936.625000 Penalty: 3217.395996
	Iteration 82Q: 3 clusters Score -1031937 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1031985.812500 Penalty: 3217.395996
	Iteration 83Q: 3 clusters Score -1031986 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1032033.062500 Penalty: 3217.395996
	Iteration 84Q: 3 clusters Score -1032033 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1032083.437500 Penalty: 3217.395996
	Iteration 85Q: 3 clusters Score -1032083 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1032128.000000 Penalty: 3217.395996
	Iteration 86Q: 3 clusters Score -1032128 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1032165.062500 Penalty: 3217.395996
	Iteration 87Q: 3 clusters Score -1032165 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1032196.187500 Penalty: 3217.395996
	Iteration 88Q: 3 clusters Score -1032196 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1032231.437500 Penalty: 3217.395996
	Iteration 89Q: 3 clusters Score -1032231 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1032257.125000 Penalty: 3217.395996
	Iteration 90Q: 3 clusters Score -1032257 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1032290.875000 Penalty: 3217.395996
	Iteration 91Q: 3 clusters Score -1032291 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1032317.187500 Penalty: 3217.395996
	Iteration 92Q: 3 clusters Score -1032317 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1032336.375000 Penalty: 3217.395996
	Iteration 93Q: 3 clusters Score -1032336 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1032358.250000 Penalty: 3217.395996
	Iteration 94Q: 3 clusters Score -1032358 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1032384.375000 Penalty: 3217.395996
	Iteration 95Q: 3 clusters Score -1032384 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1032406.312500 Penalty: 3217.395996
	Iteration 96Q: 3 clusters Score -1032406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1032419.500000 Penalty: 3217.395996
	Iteration 97Q: 3 clusters Score -1032420 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1032440.500000 Penalty: 3217.395996
	Iteration 98Q: 3 clusters Score -1032440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1032455.437500 Penalty: 3217.395996
	Iteration 99Q: 3 clusters Score -1032455 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1032466.375000 Penalty: 3217.395996
	Iteration 100F: 3 clusters Score -1032466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1032471.437500 Penalty: 3217.395996
	Iteration 101Q: 3 clusters Score -1032471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1032480.625000 Penalty: 3217.395996
	Iteration 102Q: 3 clusters Score -1032481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1032487.000000 Penalty: 3217.395996
	Iteration 103Q: 3 clusters Score -1032487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1032494.125000 Penalty: 3217.395996
	Iteration 104Q: 3 clusters Score -1032494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1032501.187500 Penalty: 3217.395996
	Iteration 105Q: 3 clusters Score -1032501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1032504.562500 Penalty: 3217.395996
	Iteration 106Q: 3 clusters Score -1032505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1032504.562500 Penalty: 3217.395996
	Iteration 107Q: 3 clusters Score -1032505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1032509.687500 Penalty: 3217.395996
	Iteration 108Q: 3 clusters Score -1032510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1032511.062500 Penalty: 3217.395996
	Iteration 109Q: 3 clusters Score -1032511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1032513.187500 Penalty: 3217.395996
	Iteration 110Q: 3 clusters Score -1032513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1032519.375000 Penalty: 3217.395996
	Iteration 111Q: 3 clusters Score -1032519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1032521.375000 Penalty: 3217.395996
	Iteration 112Q: 3 clusters Score -1032521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1032528.375000 Penalty: 3217.395996
	Iteration 113Q: 3 clusters Score -1032528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1032532.375000 Penalty: 3217.395996
	Iteration 114Q: 3 clusters Score -1032532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1032533.000000 Penalty: 3217.395996
	Iteration 115Q: 3 clusters Score -1032533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1032535.125000 Penalty: 3217.395996
	Iteration 116Q: 3 clusters Score -1032535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1032535.125000 Penalty: 3217.395996
	Iteration 117Q: 3 clusters Score -1032535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1032538.312500 Penalty: 3217.395996
	Iteration 118Q: 3 clusters Score -1032538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1032539.500000 Penalty: 3217.395996
	Iteration 119Q: 3 clusters Score -1032540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1032539.500000 Penalty: 3217.395996
	Iteration 120F: 3 clusters Score -1032540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Entering Unmasked Estep 
Score: -286853.562500 Penalty: 1391.662476
	Iteration 0F: 2 clusters Score -286853.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -282770.250000 Penalty: 2783.324951
	Iteration 0F: 3 clusters Score -282770.2 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -283864.906250 Penalty: 2783.324951
	Iteration 1F: 3 clusters Score -283864.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -284028.031250 Penalty: 2783.324951
	Iteration 2F: 3 clusters Score -284028 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -284122.406250 Penalty: 2783.324951
	Iteration 3Q: 3 clusters Score -284122.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -284190.156250 Penalty: 2783.324951
	Iteration 4Q: 3 clusters Score -284190.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -284234.250000 Penalty: 2783.324951
	Iteration 5Q: 3 clusters Score -284234.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -284271.531250 Penalty: 2783.324951
	Iteration 6Q: 3 clusters Score -284271.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -284308.281250 Penalty: 2783.324951
	Iteration 7Q: 3 clusters Score -284308.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -284350.218750 Penalty: 2783.324951
	Iteration 8Q: 3 clusters Score -284350.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -284397 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -284450.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -284509 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -284588.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -284682.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -284779.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -284898 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -285025.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -285141 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -285239.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -285330.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -285402.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -285468.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -285515.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -285546.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -285570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -285589.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -285606.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -285618.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -285629.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -285635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -285640.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -285645.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -285646.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -285648.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -285648.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
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	Iteration 35F: 3 clusters Score -285648.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 5204 members 
Mstep: Class 4 contains 15945 members 
Mstep: Class 5 contains 21746 members 
Mstep: Class 6 contains 319463 members 
Mstep: Class 8 contains 38532 members 
Mstep: Class 9 contains 2760 members 
Mstep: Class 10 contains 6163 members 
Mstep: Class 13 contains 3932 members 
Mstep: Class 16 contains 13029 members 
Mstep: Class 17 contains 7425 members 
Mstep: Class 18 contains 19924 members 
Mstep: Class 19 contains 5240 members 
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Iteration 79Q: 14 clusters Score -2.315485e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 5215 members 
Mstep: Class 4 contains 15766 members 
Mstep: Class 5 contains 21620 members 
Mstep: Class 6 contains 320176 members 
Mstep: Class 8 contains 38427 members 
Mstep: Class 9 contains 2760 members 
Mstep: Class 10 contains 6067 members 
Mstep: Class 13 contains 4018 members 
Mstep: Class 16 contains 12930 members 
Mstep: Class 17 contains 7462 members 
Mstep: Class 18 contains 19691 members 
Mstep: Class 19 contains 5242 members 
Entering Unmasked Estep 
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Iteration 80F: 14 clusters Score -2.315503e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 5227 members 
Mstep: Class 4 contains 15647 members 
Mstep: Class 5 contains 21500 members 
Mstep: Class 6 contains 320791 members 
Mstep: Class 8 contains 38319 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 5967 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 16 contains 12836 members 
Mstep: Class 17 contains 7495 members 
Mstep: Class 18 contains 19470 members 
Mstep: Class 19 contains 5244 members 
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Iteration 81Q: 14 clusters Score -2.315519e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 5238 members 
Mstep: Class 4 contains 15581 members 
Mstep: Class 5 contains 21394 members 
Mstep: Class 6 contains 321323 members 
Mstep: Class 8 contains 38214 members 
Mstep: Class 9 contains 2773 members 
Mstep: Class 10 contains 5862 members 
Mstep: Class 13 contains 4220 members 
Mstep: Class 16 contains 12763 members 
Mstep: Class 17 contains 7517 members 
Mstep: Class 18 contains 19262 members 
Mstep: Class 19 contains 5247 members 
Entering Unmasked Estep 
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Iteration 82Q: 14 clusters Score -2.315532e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 5243 members 
Mstep: Class 4 contains 15537 members 
Mstep: Class 5 contains 21276 members 
Mstep: Class 6 contains 321828 members 
Mstep: Class 8 contains 38112 members 
Mstep: Class 9 contains 2787 members 
Mstep: Class 10 contains 5756 members 
Mstep: Class 13 contains 4318 members 
Mstep: Class 16 contains 12704 members 
Mstep: Class 17 contains 7535 members 
Mstep: Class 18 contains 19058 members 
Mstep: Class 19 contains 5242 members 
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Iteration 83Q: 14 clusters Score -2.315547e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 5254 members 
Mstep: Class 4 contains 15510 members 
Mstep: Class 5 contains 21176 members 
Mstep: Class 6 contains 322292 members 
Mstep: Class 8 contains 38014 members 
Mstep: Class 9 contains 2794 members 
Mstep: Class 10 contains 5660 members 
Mstep: Class 13 contains 4409 members 
Mstep: Class 16 contains 12663 members 
Mstep: Class 17 contains 7559 members 
Mstep: Class 18 contains 18841 members 
Mstep: Class 19 contains 5238 members 
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Iteration 84Q: 14 clusters Score -2.31555e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 5269 members 
Mstep: Class 4 contains 15489 members 
Mstep: Class 5 contains 21092 members 
Mstep: Class 6 contains 322747 members 
Mstep: Class 8 contains 37906 members 
Mstep: Class 9 contains 2800 members 
Mstep: Class 10 contains 5565 members 
Mstep: Class 13 contains 4486 members 
Mstep: Class 16 contains 12627 members 
Mstep: Class 17 contains 7583 members 
Mstep: Class 18 contains 18621 members 
Mstep: Class 19 contains 5234 members 
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Iteration 85Q: 14 clusters Score -2.315555e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 5281 members 
Mstep: Class 4 contains 15485 members 
Mstep: Class 5 contains 21009 members 
Mstep: Class 6 contains 323151 members 
Mstep: Class 8 contains 37813 members 
Mstep: Class 9 contains 2808 members 
Mstep: Class 10 contains 5470 members 
Mstep: Class 13 contains 4570 members 
Mstep: Class 16 contains 12591 members 
Mstep: Class 17 contains 7611 members 
Mstep: Class 18 contains 18407 members 
Mstep: Class 19 contains 5232 members 
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Iteration 86Q: 14 clusters Score -2.315565e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 5289 members 
Mstep: Class 4 contains 15489 members 
Mstep: Class 5 contains 20938 members 
Mstep: Class 6 contains 323526 members 
Mstep: Class 8 contains 37727 members 
Mstep: Class 9 contains 2814 members 
Mstep: Class 10 contains 5370 members 
Mstep: Class 13 contains 4641 members 
Mstep: Class 16 contains 12546 members 
Mstep: Class 17 contains 7623 members 
Mstep: Class 18 contains 18239 members 
Mstep: Class 19 contains 5232 members 
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Iteration 87Q: 14 clusters Score -2.315578e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 5297 members 
Mstep: Class 4 contains 15472 members 
Mstep: Class 5 contains 20868 members 
Mstep: Class 6 contains 323929 members 
Mstep: Class 8 contains 37631 members 
Mstep: Class 9 contains 2818 members 
Mstep: Class 10 contains 5272 members 
Mstep: Class 13 contains 4694 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 7639 members 
Mstep: Class 18 contains 18089 members 
Mstep: Class 19 contains 5233 members 
Entering Unmasked Estep 
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Iteration 88Q: 14 clusters Score -2.315593e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 5301 members 
Mstep: Class 4 contains 15462 members 
Mstep: Class 5 contains 20799 members 
Mstep: Class 6 contains 324275 members 
Mstep: Class 8 contains 37544 members 
Mstep: Class 9 contains 2824 members 
Mstep: Class 10 contains 5181 members 
Mstep: Class 13 contains 4756 members 
Mstep: Class 16 contains 12462 members 
Mstep: Class 17 contains 7653 members 
Mstep: Class 18 contains 17950 members 
Mstep: Class 19 contains 5234 members 
Entering Unmasked Estep 
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Iteration 89Q: 14 clusters Score -2.315605e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 5315 members 
Mstep: Class 4 contains 15446 members 
Mstep: Class 5 contains 20744 members 
Mstep: Class 6 contains 324608 members 
Mstep: Class 8 contains 37465 members 
Mstep: Class 9 contains 2823 members 
Mstep: Class 10 contains 5098 members 
Mstep: Class 13 contains 4814 members 
Mstep: Class 16 contains 12422 members 
Mstep: Class 17 contains 7679 members 
Mstep: Class 18 contains 17801 members 
Mstep: Class 19 contains 5232 members 
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Iteration 90Q: 14 clusters Score -2.315609e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 5325 members 
Mstep: Class 4 contains 15450 members 
Mstep: Class 5 contains 20698 members 
Mstep: Class 6 contains 324878 members 
Mstep: Class 8 contains 37378 members 
Mstep: Class 9 contains 2822 members 
Mstep: Class 10 contains 5020 members 
Mstep: Class 13 contains 4878 members 
Mstep: Class 16 contains 12395 members 
Mstep: Class 17 contains 7698 members 
Mstep: Class 18 contains 17673 members 
Mstep: Class 19 contains 5233 members 
Entering Unmasked Estep 
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Iteration 91Q: 14 clusters Score -2.315614e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 5332 members 
Mstep: Class 4 contains 15461 members 
Mstep: Class 5 contains 20652 members 
Mstep: Class 6 contains 325082 members 
Mstep: Class 8 contains 37310 members 
Mstep: Class 9 contains 2825 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 16 contains 12380 members 
Mstep: Class 17 contains 7719 members 
Mstep: Class 18 contains 17553 members 
Mstep: Class 19 contains 5238 members 
Entering Unmasked Estep 
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Iteration 92Q: 14 clusters Score -2.315627e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5339 members 
Mstep: Class 4 contains 15472 members 
Mstep: Class 5 contains 20603 members 
Mstep: Class 6 contains 325311 members 
Mstep: Class 8 contains 37252 members 
Mstep: Class 9 contains 2823 members 
Mstep: Class 10 contains 4881 members 
Mstep: Class 13 contains 5002 members 
Mstep: Class 16 contains 12363 members 
Mstep: Class 17 contains 7730 members 
Mstep: Class 18 contains 17438 members 
Mstep: Class 19 contains 5237 members 
Entering Unmasked Estep 
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Iteration 93Q: 14 clusters Score -2.315627e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 5347 members 
Mstep: Class 4 contains 15491 members 
Mstep: Class 5 contains 20548 members 
Mstep: Class 6 contains 325541 members 
Mstep: Class 8 contains 37218 members 
Mstep: Class 9 contains 2823 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 13 contains 5035 members 
Mstep: Class 16 contains 12349 members 
Mstep: Class 17 contains 7741 members 
Mstep: Class 18 contains 17326 members 
Mstep: Class 19 contains 5234 members 
Entering Unmasked Estep 
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Iteration 94Q: 14 clusters Score -2.315638e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5360 members 
Mstep: Class 4 contains 15514 members 
Mstep: Class 5 contains 20497 members 
Mstep: Class 6 contains 325737 members 
Mstep: Class 8 contains 37178 members 
Mstep: Class 9 contains 2826 members 
Mstep: Class 10 contains 4742 members 
Mstep: Class 13 contains 5066 members 
Mstep: Class 16 contains 12333 members 
Mstep: Class 17 contains 7756 members 
Mstep: Class 18 contains 17230 members 
Mstep: Class 19 contains 5232 members 
Entering Unmasked Estep 
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Iteration 95Q: 14 clusters Score -2.315639e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5365 members 
Mstep: Class 4 contains 15551 members 
Mstep: Class 5 contains 20449 members 
Mstep: Class 6 contains 325906 members 
Mstep: Class 8 contains 37126 members 
Mstep: Class 9 contains 2830 members 
Mstep: Class 10 contains 4677 members 
Mstep: Class 13 contains 5119 members 
Mstep: Class 16 contains 12314 members 
Mstep: Class 17 contains 7767 members 
Mstep: Class 18 contains 17141 members 
Mstep: Class 19 contains 5232 members 
Entering Unmasked Estep 
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Iteration 96Q: 14 clusters Score -2.315635e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 5374 members 
Mstep: Class 4 contains 15580 members 
Mstep: Class 5 contains 20404 members 
Mstep: Class 6 contains 326068 members 
Mstep: Class 8 contains 37075 members 
Mstep: Class 9 contains 2826 members 
Mstep: Class 10 contains 4621 members 
Mstep: Class 13 contains 5163 members 
Mstep: Class 16 contains 12296 members 
Mstep: Class 17 contains 7772 members 
Mstep: Class 18 contains 17064 members 
Mstep: Class 19 contains 5235 members 
Entering Unmasked Estep 
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Iteration 97Q: 14 clusters Score -2.315635e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5386 members 
Mstep: Class 4 contains 15593 members 
Mstep: Class 5 contains 20367 members 
Mstep: Class 6 contains 326229 members 
Mstep: Class 8 contains 37020 members 
Mstep: Class 9 contains 2830 members 
Mstep: Class 10 contains 4580 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 16 contains 12275 members 
Mstep: Class 17 contains 7772 members 
Mstep: Class 18 contains 16988 members 
Mstep: Class 19 contains 5236 members 
Entering Unmasked Estep 
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Iteration 98Q: 14 clusters Score -2.315639e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5399 members 
Mstep: Class 4 contains 15625 members 
Mstep: Class 5 contains 20336 members 
Mstep: Class 6 contains 326355 members 
Mstep: Class 8 contains 36977 members 
Mstep: Class 9 contains 2830 members 
Mstep: Class 10 contains 4521 members 
Mstep: Class 13 contains 5247 members 
Mstep: Class 16 contains 12257 members 
Mstep: Class 17 contains 7782 members 
Mstep: Class 18 contains 16924 members 
Mstep: Class 19 contains 5236 members 
Entering Unmasked Estep 
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Iteration 99Q: 14 clusters Score -2.315639e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 5413 members 
Mstep: Class 4 contains 15643 members 
Mstep: Class 5 contains 20301 members 
Mstep: Class 6 contains 326504 members 
Mstep: Class 8 contains 36929 members 
Mstep: Class 9 contains 2832 members 
Mstep: Class 10 contains 4473 members 
Mstep: Class 13 contains 5284 members 
Mstep: Class 16 contains 12245 members 
Mstep: Class 17 contains 7786 members 
Mstep: Class 18 contains 16849 members 
Mstep: Class 19 contains 5235 members 
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Iteration 100F: 14 clusters Score -2.31565e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 5424 members 
Mstep: Class 4 contains 15679 members 
Mstep: Class 5 contains 20273 members 
Mstep: Class 6 contains 326651 members 
Mstep: Class 8 contains 36884 members 
Mstep: Class 9 contains 2832 members 
Mstep: Class 10 contains 4416 members 
Mstep: Class 13 contains 5318 members 
Mstep: Class 16 contains 12228 members 
Mstep: Class 17 contains 7783 members 
Mstep: Class 18 contains 16777 members 
Mstep: Class 19 contains 5233 members 
Entering Unmasked Estep 
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Iteration 101Q: 14 clusters Score -2.315649e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5428 members 
Mstep: Class 4 contains 15709 members 
Mstep: Class 5 contains 20246 members 
Mstep: Class 6 contains 326790 members 
Mstep: Class 8 contains 36852 members 
Mstep: Class 9 contains 2834 members 
Mstep: Class 10 contains 4368 members 
Mstep: Class 13 contains 5341 members 
Mstep: Class 16 contains 12212 members 
Mstep: Class 17 contains 7785 members 
Mstep: Class 18 contains 16707 members 
Mstep: Class 19 contains 5230 members 
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Iteration 102Q: 14 clusters Score -2.315651e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 5430 members 
Mstep: Class 4 contains 15742 members 
Mstep: Class 5 contains 20219 members 
Mstep: Class 6 contains 326925 members 
Mstep: Class 8 contains 36822 members 
Mstep: Class 9 contains 2834 members 
Mstep: Class 10 contains 4313 members 
Mstep: Class 13 contains 5362 members 
Mstep: Class 16 contains 12194 members 
Mstep: Class 17 contains 7786 members 
Mstep: Class 18 contains 16649 members 
Mstep: Class 19 contains 5225 members 
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Iteration 103Q: 14 clusters Score -2.315648e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 5431 members 
Mstep: Class 4 contains 15773 members 
Mstep: Class 5 contains 20195 members 
Mstep: Class 6 contains 327060 members 
Mstep: Class 8 contains 36791 members 
Mstep: Class 9 contains 2834 members 
Mstep: Class 10 contains 4252 members 
Mstep: Class 13 contains 5386 members 
Mstep: Class 16 contains 12182 members 
Mstep: Class 17 contains 7789 members 
Mstep: Class 18 contains 16586 members 
Mstep: Class 19 contains 5224 members 
Entering Unmasked Estep 
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Iteration 104Q: 14 clusters Score -2.315648e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5434 members 
Mstep: Class 4 contains 15803 members 
Mstep: Class 5 contains 20170 members 
Mstep: Class 6 contains 327150 members 
Mstep: Class 8 contains 36766 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 4199 members 
Mstep: Class 13 contains 5413 members 
Mstep: Class 16 contains 12174 members 
Mstep: Class 17 contains 7793 members 
Mstep: Class 18 contains 16535 members 
Mstep: Class 19 contains 5228 members 
Entering Unmasked Estep 
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Score: -23156550.000000 Penalty: 27557.162109
Iteration 105Q: 14 clusters Score -2.315655e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 5436 members 
Mstep: Class 4 contains 15834 members 
Mstep: Class 5 contains 20137 members 
Mstep: Class 6 contains 327245 members 
Mstep: Class 8 contains 36738 members 
Mstep: Class 9 contains 2835 members 
Mstep: Class 10 contains 4145 members 
Mstep: Class 13 contains 5444 members 
Mstep: Class 16 contains 12162 members 
Mstep: Class 17 contains 7803 members 
Mstep: Class 18 contains 16490 members 
Mstep: Class 19 contains 5231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23156590.000000 Penalty: 27557.162109
Iteration 106Q: 14 clusters Score -2.315659e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 5440 members 
Mstep: Class 4 contains 15861 members 
Mstep: Class 5 contains 20115 members 
Mstep: Class 6 contains 327322 members 
Mstep: Class 8 contains 36718 members 
Mstep: Class 9 contains 2834 members 
Mstep: Class 10 contains 4093 members 
Mstep: Class 13 contains 5467 members 
Mstep: Class 16 contains 12158 members 
Mstep: Class 17 contains 7809 members 
Mstep: Class 18 contains 16445 members 
Mstep: Class 19 contains 5235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23156576.000000 Penalty: 27557.162109
Iteration 107Q: 14 clusters Score -2.315658e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 5448 members 
Mstep: Class 4 contains 15881 members 
Mstep: Class 5 contains 20102 members 
Mstep: Class 6 contains 327407 members 
Mstep: Class 8 contains 36702 members 
Mstep: Class 9 contains 2832 members 
Mstep: Class 10 contains 4042 members 
Mstep: Class 13 contains 5481 members 
Mstep: Class 16 contains 12153 members 
Mstep: Class 17 contains 7818 members 
Mstep: Class 18 contains 16395 members 
Mstep: Class 19 contains 5236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23156606.000000 Penalty: 27557.162109
Iteration 108Q: 14 clusters Score -2.315661e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 5453 members 
Mstep: Class 4 contains 15901 members 
Mstep: Class 5 contains 20084 members 
Mstep: Class 6 contains 327482 members 
Mstep: Class 8 contains 36689 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 3991 members 
Mstep: Class 13 contains 5494 members 
Mstep: Class 16 contains 12147 members 
Mstep: Class 17 contains 7826 members 
Mstep: Class 18 contains 16359 members 
Mstep: Class 19 contains 5236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23156688.000000 Penalty: 27557.162109
Iteration 109Q: 14 clusters Score -2.315669e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 5461 members 
Mstep: Class 4 contains 15929 members 
Mstep: Class 5 contains 20066 members 
Mstep: Class 6 contains 327549 members 
Mstep: Class 8 contains 36676 members 
Mstep: Class 9 contains 2830 members 
Mstep: Class 10 contains 3934 members 
Mstep: Class 13 contains 5502 members 
Mstep: Class 16 contains 12145 members 
Mstep: Class 17 contains 7827 members 
Mstep: Class 18 contains 16338 members 
Mstep: Class 19 contains 5236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23156698.000000 Penalty: 27557.162109
Iteration 110Q: 14 clusters Score -2.31567e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 5464 members 
Mstep: Class 4 contains 15966 members 
Mstep: Class 5 contains 20047 members 
Mstep: Class 6 contains 327613 members 
Mstep: Class 8 contains 36661 members 
Mstep: Class 9 contains 2829 members 
Mstep: Class 10 contains 3881 members 
Mstep: Class 13 contains 5512 members 
Mstep: Class 16 contains 12142 members 
Mstep: Class 17 contains 7831 members 
Mstep: Class 18 contains 16312 members 
Mstep: Class 19 contains 5235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23156734.000000 Penalty: 27557.162109
Iteration 111Q: 14 clusters Score -2.315673e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 5471 members 
Mstep: Class 4 contains 16004 members 
Mstep: Class 5 contains 20031 members 
Mstep: Class 6 contains 327654 members 
Mstep: Class 8 contains 36644 members 
Mstep: Class 9 contains 2826 members 
Mstep: Class 10 contains 3833 members 
Mstep: Class 13 contains 5523 members 
Mstep: Class 16 contains 12140 members 
Mstep: Class 17 contains 7838 members 
Mstep: Class 18 contains 16299 members 
Mstep: Class 19 contains 5234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23156708.000000 Penalty: 27557.162109
Iteration 112Q: 14 clusters Score -2.315671e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 5478 members 
Mstep: Class 4 contains 16053 members 
Mstep: Class 5 contains 20013 members 
Mstep: Class 6 contains 327703 members 
Mstep: Class 8 contains 36622 members 
Mstep: Class 9 contains 2824 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 13 contains 5533 members 
Mstep: Class 16 contains 12139 members 
Mstep: Class 17 contains 7845 members 
Mstep: Class 18 contains 16278 members 
Mstep: Class 19 contains 5234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23156774.000000 Penalty: 27557.162109
Iteration 113Q: 14 clusters Score -2.315677e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 5481 members 
Mstep: Class 4 contains 16065 members 
Mstep: Class 5 contains 20001 members 
Mstep: Class 6 contains 327771 members 
Mstep: Class 8 contains 36604 members 
Mstep: Class 9 contains 2824 members 
Mstep: Class 10 contains 3736 members 
Mstep: Class 13 contains 5538 members 
Mstep: Class 16 contains 12138 members 
Mstep: Class 17 contains 7849 members 
Mstep: Class 18 contains 16261 members 
Mstep: Class 19 contains 5233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23156784.000000 Penalty: 27557.162109
Iteration 114Q: 14 clusters Score -2.315678e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 5483 members 
Mstep: Class 4 contains 16077 members 
Mstep: Class 5 contains 19980 members 
Mstep: Class 6 contains 327830 members 
Mstep: Class 8 contains 36590 members 
Mstep: Class 9 contains 2827 members 
Mstep: Class 10 contains 3707 members 
Mstep: Class 13 contains 5544 members 
Mstep: Class 16 contains 12137 members 
Mstep: Class 17 contains 7856 members 
Mstep: Class 18 contains 16240 members 
Mstep: Class 19 contains 5232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23156798.000000 Penalty: 27557.162109
Iteration 115Q: 14 clusters Score -2.31568e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 4 contains 16101 members 
Mstep: Class 5 contains 19968 members 
Mstep: Class 6 contains 327873 members 
Mstep: Class 8 contains 36582 members 
Mstep: Class 9 contains 2828 members 
Mstep: Class 10 contains 3677 members 
Mstep: Class 13 contains 5545 members 
Mstep: Class 16 contains 12131 members 
Mstep: Class 17 contains 7859 members 
Mstep: Class 18 contains 16226 members 
Mstep: Class 19 contains 5230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23156794.000000 Penalty: 27557.162109
Iteration 116Q: 14 clusters Score -2.315679e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 5489 members 
Mstep: Class 4 contains 16133 members 
Mstep: Class 5 contains 19959 members 
Mstep: Class 6 contains 327890 members 
Mstep: Class 8 contains 36568 members 
Mstep: Class 9 contains 2829 members 
Mstep: Class 10 contains 3653 members 
Mstep: Class 13 contains 5558 members 
Mstep: Class 16 contains 12127 members 
Mstep: Class 17 contains 7864 members 
Mstep: Class 18 contains 16208 members 
Mstep: Class 19 contains 5228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23156782.000000 Penalty: 27557.162109
Iteration 117Q: 14 clusters Score -2.315678e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 5490 members 
Mstep: Class 4 contains 16168 members 
Mstep: Class 5 contains 19950 members 
Mstep: Class 6 contains 327912 members 
Mstep: Class 8 contains 36557 members 
Mstep: Class 9 contains 2828 members 
Mstep: Class 10 contains 3626 members 
Mstep: Class 13 contains 5563 members 
Mstep: Class 16 contains 12126 members 
Mstep: Class 17 contains 7867 members 
Mstep: Class 18 contains 16194 members 
Mstep: Class 19 contains 5226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23156794.000000 Penalty: 27557.162109
Iteration 118Q: 14 clusters Score -2.315679e+07 nChanged 116
Entering ConstructFrom: 
Score: -23156794.000000 Penalty: 27557.162109
Entering ConstructFrom: 
Trying to split cluster 1 (3179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Entering Unmasked Estep 
Score: -172673.109375 Penalty: 1310.452271
	Iteration 0F: 2 clusters Score -172673.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -169871.421875 Penalty: 2620.904541
	Iteration 0F: 3 clusters Score -169871.4 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -170535.312500 Penalty: 2620.904541
	Iteration 1F: 3 clusters Score -170535.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -170683.671875 Penalty: 2620.904541
	Iteration 2F: 3 clusters Score -170683.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -170810.765625 Penalty: 2620.904541
	Iteration 3F: 3 clusters Score -170810.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -170930.984375 Penalty: 2620.904541
	Iteration 4Q: 3 clusters Score -170931 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -171031.718750 Penalty: 2620.904541
	Iteration 5Q: 3 clusters Score -171031.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -171113.562500 Penalty: 2620.904541
	Iteration 6Q: 3 clusters Score -171113.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -171200.687500 Penalty: 2620.904541
	Iteration 7Q: 3 clusters Score -171200.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -171286.703125 Penalty: 2620.904541
	Iteration 8Q: 3 clusters Score -171286.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -171340.375000 Penalty: 2620.904541
	Iteration 9Q: 3 clusters Score -171340.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -171393.937500 Penalty: 2620.904541
	Iteration 10Q: 3 clusters Score -171393.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -171437.250000 Penalty: 2620.904541
	Iteration 11Q: 3 clusters Score -171437.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -171468.562500 Penalty: 2620.904541
	Iteration 12Q: 3 clusters Score -171468.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -171500.312500 Penalty: 2620.904541
	Iteration 13Q: 3 clusters Score -171500.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -171520.031250 Penalty: 2620.904541
	Iteration 14Q: 3 clusters Score -171520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -171532.359375 Penalty: 2620.904541
	Iteration 15Q: 3 clusters Score -171532.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -171539.375000 Penalty: 2620.904541
	Iteration 16Q: 3 clusters Score -171539.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -171545.906250 Penalty: 2620.904541
	Iteration 17Q: 3 clusters Score -171545.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -171553.140625 Penalty: 2620.904541
	Iteration 18Q: 3 clusters Score -171553.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -171557.484375 Penalty: 2620.904541
	Iteration 19Q: 3 clusters Score -171557.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -171561.890625 Penalty: 2620.904541
	Iteration 20F: 3 clusters Score -171561.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -171564.437500 Penalty: 2620.904541
	Iteration 21Q: 3 clusters Score -171564.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -171568.265625 Penalty: 2620.904541
	Iteration 22Q: 3 clusters Score -171568.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -171572.968750 Penalty: 2620.904541
	Iteration 23Q: 3 clusters Score -171573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -171576.656250 Penalty: 2620.904541
	Iteration 24Q: 3 clusters Score -171576.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -171578.906250 Penalty: 2620.904541
	Iteration 25Q: 3 clusters Score -171578.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -171581.703125 Penalty: 2620.904541
	Iteration 26Q: 3 clusters Score -171581.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -171588.015625 Penalty: 2620.904541
	Iteration 27Q: 3 clusters Score -171588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -171593.171875 Penalty: 2620.904541
	Iteration 28Q: 3 clusters Score -171593.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -171597.625000 Penalty: 2620.904541
	Iteration 29Q: 3 clusters Score -171597.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -171600.000000 Penalty: 2620.904541
	Iteration 30Q: 3 clusters Score -171600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -171600.562500 Penalty: 2620.904541
	Iteration 31Q: 3 clusters Score -171600.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -171603.062500 Penalty: 2620.904541
	Iteration 32Q: 3 clusters Score -171603.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -171605.484375 Penalty: 2620.904541
	Iteration 33Q: 3 clusters Score -171605.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -171606.500000 Penalty: 2620.904541
	Iteration 34Q: 3 clusters Score -171606.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -171606.500000 Penalty: 2620.904541
	Iteration 35F: 3 clusters Score -171606.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Entering Unmasked Estep 
Score: -279640.812500 Penalty: 1399.206421
	Iteration 0F: 2 clusters Score -279640.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -275369.437500 Penalty: 2798.412842
	Iteration 0F: 3 clusters Score -275369.4 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -276568.562500 Penalty: 2798.412842
	Iteration 1F: 3 clusters Score -276568.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -276771.250000 Penalty: 2798.412842
	Iteration 2F: 3 clusters Score -276771.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -276918.281250 Penalty: 2798.412842
	Iteration 3F: 3 clusters Score -276918.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -277029.312500 Penalty: 2798.412842
	Iteration 4Q: 3 clusters Score -277029.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -277125.968750 Penalty: 2798.412842
	Iteration 5Q: 3 clusters Score -277126 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -277199.562500 Penalty: 2798.412842
	Iteration 6Q: 3 clusters Score -277199.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -277258.687500 Penalty: 2798.412842
	Iteration 7Q: 3 clusters Score -277258.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -277313.750000 Penalty: 2798.412842
	Iteration 8Q: 3 clusters Score -277313.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -277356.250000 Penalty: 2798.412842
	Iteration 9Q: 3 clusters Score -277356.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -277398.093750 Penalty: 2798.412842
	Iteration 10Q: 3 clusters Score -277398.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -277446.375000 Penalty: 2798.412842
	Iteration 11Q: 3 clusters Score -277446.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -277490.062500 Penalty: 2798.412842
	Iteration 12Q: 3 clusters Score -277490.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -277537.375000 Penalty: 2798.412842
	Iteration 13Q: 3 clusters Score -277537.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -277579.875000 Penalty: 2798.412842
	Iteration 14Q: 3 clusters Score -277579.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -277619.937500 Penalty: 2798.412842
	Iteration 15Q: 3 clusters Score -277619.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -277657.593750 Penalty: 2798.412842
	Iteration 16Q: 3 clusters Score -277657.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -277704.781250 Penalty: 2798.412842
	Iteration 17Q: 3 clusters Score -277704.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -277749.531250 Penalty: 2798.412842
	Iteration 18Q: 3 clusters Score -277749.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -277795.593750 Penalty: 2798.412842
	Iteration 19Q: 3 clusters Score -277795.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -277841.375000 Penalty: 2798.412842
	Iteration 20F: 3 clusters Score -277841.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -277881.406250 Penalty: 2798.412842
	Iteration 21Q: 3 clusters Score -277881.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -277911.656250 Penalty: 2798.412842
	Iteration 22Q: 3 clusters Score -277911.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -277945.593750 Penalty: 2798.412842
	Iteration 23Q: 3 clusters Score -277945.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -277987.531250 Penalty: 2798.412842
	Iteration 24Q: 3 clusters Score -277987.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -278024.875000 Penalty: 2798.412842
	Iteration 25Q: 3 clusters Score -278024.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -278071.468750 Penalty: 2798.412842
	Iteration 26Q: 3 clusters Score -278071.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -278117.843750 Penalty: 2798.412842
	Iteration 27Q: 3 clusters Score -278117.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -278159.531250 Penalty: 2798.412842
	Iteration 28Q: 3 clusters Score -278159.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -278194.406250 Penalty: 2798.412842
	Iteration 29Q: 3 clusters Score -278194.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -278228.531250 Penalty: 2798.412842
	Iteration 30Q: 3 clusters Score -278228.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -278270.031250 Penalty: 2798.412842
	Iteration 31Q: 3 clusters Score -278270 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -278307.500000 Penalty: 2798.412842
	Iteration 32Q: 3 clusters Score -278307.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -278344.937500 Penalty: 2798.412842
	Iteration 33Q: 3 clusters Score -278344.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -278375.562500 Penalty: 2798.412842
	Iteration 34Q: 3 clusters Score -278375.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -278402.593750 Penalty: 2798.412842
	Iteration 35Q: 3 clusters Score -278402.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -278425.468750 Penalty: 2798.412842
	Iteration 36Q: 3 clusters Score -278425.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -278443.906250 Penalty: 2798.412842
	Iteration 37Q: 3 clusters Score -278443.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -278461.906250 Penalty: 2798.412842
	Iteration 38Q: 3 clusters Score -278461.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -278475.718750 Penalty: 2798.412842
	Iteration 39Q: 3 clusters Score -278475.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -278487.000000 Penalty: 2798.412842
	Iteration 40F: 3 clusters Score -278487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -278498.062500 Penalty: 2798.412842
	Iteration 41Q: 3 clusters Score -278498.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -278506.468750 Penalty: 2798.412842
	Iteration 42Q: 3 clusters Score -278506.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -278513.687500 Penalty: 2798.412842
	Iteration 43Q: 3 clusters Score -278513.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -278518.312500 Penalty: 2798.412842
	Iteration 44Q: 3 clusters Score -278518.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -278522.125000 Penalty: 2798.412842
	Iteration 45Q: 3 clusters Score -278522.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -278524.250000 Penalty: 2798.412842
	Iteration 46Q: 3 clusters Score -278524.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -278528.093750 Penalty: 2798.412842
	Iteration 47Q: 3 clusters Score -278528.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -278531.343750 Penalty: 2798.412842
	Iteration 48Q: 3 clusters Score -278531.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -278532.843750 Penalty: 2798.412842
	Iteration 49Q: 3 clusters Score -278532.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -278533.187500 Penalty: 2798.412842
	Iteration 50Q: 3 clusters Score -278533.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -278532.781250 Penalty: 2798.412842
	Iteration 51Q: 3 clusters Score -278532.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -278533.093750 Penalty: 2798.412842
	Iteration 52Q: 3 clusters Score -278533.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -278534.812500 Penalty: 2798.412842
	Iteration 53Q: 3 clusters Score -278534.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -278535.468750 Penalty: 2798.412842
	Iteration 54Q: 3 clusters Score -278535.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -278536.625000 Penalty: 2798.412842
	Iteration 55Q: 3 clusters Score -278536.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -278537.343750 Penalty: 2798.412842
	Iteration 56Q: 3 clusters Score -278537.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -278537.343750 Penalty: 2798.412842
	Iteration 57F: 3 clusters Score -278537.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Entering Unmasked Estep 
Score: -828261.812500 Penalty: 1575.104736
	Iteration 0F: 2 clusters Score -828261.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -817224.375000 Penalty: 3150.209473
	Iteration 0F: 3 clusters Score -817224.4 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -821038.000000 Penalty: 3150.209473
	Iteration 1F: 3 clusters Score -821038 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -821308.000000 Penalty: 3150.209473
	Iteration 2Q: 3 clusters Score -821308 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -821547.937500 Penalty: 3150.209473
	Iteration 3Q: 3 clusters Score -821547.9 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -821789.625000 Penalty: 3150.209473
	Iteration 4Q: 3 clusters Score -821789.6 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -822058.625000 Penalty: 3150.209473
	Iteration 5Q: 3 clusters Score -822058.6 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -822392.500000 Penalty: 3150.209473
	Iteration 6Q: 3 clusters Score -822392.5 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -822829.750000 Penalty: 3150.209473
	Iteration 7Q: 3 clusters Score -822829.8 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -823318.937500 Penalty: 3150.209473
	Iteration 8Q: 3 clusters Score -823318.9 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -823836.312500 Penalty: 3150.209473
	Iteration 9Q: 3 clusters Score -823836.3 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -824387.812500 Penalty: 3150.209473
	Iteration 10Q: 3 clusters Score -824387.8 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -824868.625000 Penalty: 3150.209473
	Iteration 11Q: 3 clusters Score -824868.6 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -825317.812500 Penalty: 3150.209473
	Iteration 12Q: 3 clusters Score -825317.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -825708.500000 Penalty: 3150.209473
	Iteration 13Q: 3 clusters Score -825708.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -826015.187500 Penalty: 3150.209473
	Iteration 14Q: 3 clusters Score -826015.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -826247.937500 Penalty: 3150.209473
	Iteration 15Q: 3 clusters Score -826247.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -826423.000000 Penalty: 3150.209473
	Iteration 16Q: 3 clusters Score -826423 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -826544.062500 Penalty: 3150.209473
	Iteration 17Q: 3 clusters Score -826544.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -826629.625000 Penalty: 3150.209473
	Iteration 18Q: 3 clusters Score -826629.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -826705.562500 Penalty: 3150.209473
	Iteration 19Q: 3 clusters Score -826705.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -826764.437500 Penalty: 3150.209473
	Iteration 20F: 3 clusters Score -826764.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -826811.562500 Penalty: 3150.209473
	Iteration 21Q: 3 clusters Score -826811.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -826847.187500 Penalty: 3150.209473
	Iteration 22Q: 3 clusters Score -826847.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -826869.625000 Penalty: 3150.209473
	Iteration 23Q: 3 clusters Score -826869.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -826885.937500 Penalty: 3150.209473
	Iteration 24Q: 3 clusters Score -826885.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -826900.937500 Penalty: 3150.209473
	Iteration 25Q: 3 clusters Score -826900.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -826912.750000 Penalty: 3150.209473
	Iteration 26Q: 3 clusters Score -826912.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -826916.875000 Penalty: 3150.209473
	Iteration 27Q: 3 clusters Score -826916.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -826919.375000 Penalty: 3150.209473
	Iteration 28Q: 3 clusters Score -826919.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -826925.562500 Penalty: 3150.209473
	Iteration 29Q: 3 clusters Score -826925.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -826929.812500 Penalty: 3150.209473
	Iteration 30Q: 3 clusters Score -826929.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -826929.812500 Penalty: 3150.209473
	Iteration 31F: 3 clusters Score -826929.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Entering Unmasked Estep 
Score: -1064811.000000 Penalty: 1608.820312
	Iteration 0F: 2 clusters Score -1064811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1051173.250000 Penalty: 3217.640625
	Iteration 0F: 3 clusters Score -1051173 nChanged 8998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1056060.500000 Penalty: 3217.640625
	Iteration 1F: 3 clusters Score -1056060 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1056508.500000 Penalty: 3217.640625
	Iteration 2Q: 3 clusters Score -1056508 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1057081.875000 Penalty: 3217.640625
	Iteration 3Q: 3 clusters Score -1057082 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1057765.875000 Penalty: 3217.640625
	Iteration 4F: 3 clusters Score -1057766 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1058527.375000 Penalty: 3217.640625
	Iteration 5F: 3 clusters Score -1058527 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1059365.500000 Penalty: 3217.640625
	Iteration 6F: 3 clusters Score -1059366 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1060156.250000 Penalty: 3217.640625
	Iteration 7F: 3 clusters Score -1060156 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1060781.500000 Penalty: 3217.640625
	Iteration 8Q: 3 clusters Score -1060782 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1061309.375000 Penalty: 3217.640625
	Iteration 9Q: 3 clusters Score -1061309 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1061728.000000 Penalty: 3217.640625
	Iteration 10Q: 3 clusters Score -1061728 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1062054.375000 Penalty: 3217.640625
	Iteration 11Q: 3 clusters Score -1062054 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1062290.375000 Penalty: 3217.640625
	Iteration 12Q: 3 clusters Score -1062290 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1062473.875000 Penalty: 3217.640625
	Iteration 13Q: 3 clusters Score -1062474 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1062632.875000 Penalty: 3217.640625
	Iteration 14Q: 3 clusters Score -1062633 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1062763.875000 Penalty: 3217.640625
	Iteration 15Q: 3 clusters Score -1062764 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1062884.375000 Penalty: 3217.640625
	Iteration 16Q: 3 clusters Score -1062884 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1062987.125000 Penalty: 3217.640625
	Iteration 17Q: 3 clusters Score -1062987 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1063075.750000 Penalty: 3217.640625
	Iteration 18Q: 3 clusters Score -1063076 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1063145.875000 Penalty: 3217.640625
	Iteration 19Q: 3 clusters Score -1063146 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1063205.000000 Penalty: 3217.640625
	Iteration 20F: 3 clusters Score -1063205 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1063246.375000 Penalty: 3217.640625
	Iteration 21Q: 3 clusters Score -1063246 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1063275.750000 Penalty: 3217.640625
	Iteration 22Q: 3 clusters Score -1063276 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1063307.250000 Penalty: 3217.640625
	Iteration 23Q: 3 clusters Score -1063307 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1063330.500000 Penalty: 3217.640625
	Iteration 24Q: 3 clusters Score -1063330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1063351.375000 Penalty: 3217.640625
	Iteration 25Q: 3 clusters Score -1063351 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1063362.000000 Penalty: 3217.640625
	Iteration 26Q: 3 clusters Score -1063362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1063370.750000 Penalty: 3217.640625
	Iteration 27Q: 3 clusters Score -1063371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1063380.000000 Penalty: 3217.640625
	Iteration 28Q: 3 clusters Score -1063380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1063388.125000 Penalty: 3217.640625
	Iteration 29Q: 3 clusters Score -1063388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1063390.125000 Penalty: 3217.640625
	Iteration 30Q: 3 clusters Score -1063390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1063392.375000 Penalty: 3217.640625
	Iteration 31Q: 3 clusters Score -1063392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1063396.125000 Penalty: 3217.640625
	Iteration 32Q: 3 clusters Score -1063396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1063400.250000 Penalty: 3217.640625
	Iteration 33Q: 3 clusters Score -1063400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1063405.375000 Penalty: 3217.640625
	Iteration 34Q: 3 clusters Score -1063405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1063410.375000 Penalty: 3217.640625
	Iteration 35Q: 3 clusters Score -1063410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1063412.750000 Penalty: 3217.640625
	Iteration 36Q: 3 clusters Score -1063413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1063415.250000 Penalty: 3217.640625
	Iteration 37Q: 3 clusters Score -1063415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1063422.625000 Penalty: 3217.640625
	Iteration 38Q: 3 clusters Score -1063423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1063427.625000 Penalty: 3217.640625
	Iteration 39Q: 3 clusters Score -1063428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1063429.750000 Penalty: 3217.640625
	Iteration 40F: 3 clusters Score -1063430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1063430.875000 Penalty: 3217.640625
	Iteration 41Q: 3 clusters Score -1063431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1063431.250000 Penalty: 3217.640625
	Iteration 42Q: 3 clusters Score -1063431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1063433.000000 Penalty: 3217.640625
	Iteration 43Q: 3 clusters Score -1063433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1063433.125000 Penalty: 3217.640625
	Iteration 44Q: 3 clusters Score -1063433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1063433.125000 Penalty: 3217.640625
	Iteration 45F: 3 clusters Score -1063433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (327924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327924 members 
Entering Unmasked Estep 
Score: -16681812.000000 Penalty: 2063.837158
	Iteration 0F: 2 clusters Score -1.668181e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163647 members 
Mstep: Class 2 contains 164277 members 
Entering Unmasked Estep 
Score: -16460802.000000 Penalty: 4127.674316
	Iteration 0F: 3 clusters Score -1.64608e+07 nChanged 159798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153531 members 
Mstep: Class 2 contains 174393 members 
Entering Unmasked Estep 
Score: -16556040.000000 Penalty: 4127.674316
	Iteration 1F: 3 clusters Score -1.655604e+07 nChanged 9047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147372 members 
Mstep: Class 2 contains 180552 members 
Entering Unmasked Estep 
Score: -16558405.000000 Penalty: 4127.674316
	Iteration 2Q: 3 clusters Score -1.65584e+07 nChanged 11479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137545 members 
Mstep: Class 2 contains 190379 members 
Entering Unmasked Estep 
Score: -16562404.000000 Penalty: 4127.674316
	Iteration 3Q: 3 clusters Score -1.65624e+07 nChanged 16196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122349 members 
Mstep: Class 2 contains 205575 members 
Entering Unmasked Estep 
Score: -16570599.000000 Penalty: 4127.674316
	Iteration 4Q: 3 clusters Score -1.65706e+07 nChanged 22861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100298 members 
Mstep: Class 2 contains 227626 members 
Entering Unmasked Estep 
Score: -16585850.000000 Penalty: 4127.674316
	Iteration 5F: 3 clusters Score -1.658585e+07 nChanged 29423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71725 members 
Mstep: Class 2 contains 256199 members 
Entering Unmasked Estep 
Score: -16611439.000000 Penalty: 4127.674316
	Iteration 6F: 3 clusters Score -1.661144e+07 nChanged 30445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 285908 members 
Entering Unmasked Estep 
Score: -16642385.000000 Penalty: 4127.674316
	Iteration 7F: 3 clusters Score -1.664238e+07 nChanged 22397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 307843 members 
Entering Unmasked Estep 
Score: -16665654.000000 Penalty: 4127.674316
	Iteration 8F: 3 clusters Score -1.666565e+07 nChanged 10582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 318145 members 
Entering Unmasked Estep 
Score: -16676611.000000 Penalty: 4127.674316
	Iteration 9Q: 3 clusters Score -1.667661e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 321611 members 
Entering Unmasked Estep 
Score: -16680769.000000 Penalty: 4127.674316
	Iteration 10Q: 3 clusters Score -1.668077e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 322354 members 
Entering Unmasked Estep 
Score: -16682471.000000 Penalty: 4127.674316
	Iteration 11Q: 3 clusters Score -1.668247e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 322296 members 
Entering Unmasked Estep 
Score: -16683162.000000 Penalty: 4127.674316
	Iteration 12Q: 3 clusters Score -1.668316e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 322084 members 
Entering Unmasked Estep 
Score: -16683352.000000 Penalty: 4127.674316
	Iteration 13Q: 3 clusters Score -1.668335e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 321857 members 
Entering Unmasked Estep 
Score: -16683503.000000 Penalty: 4127.674316
	Iteration 14Q: 3 clusters Score -1.66835e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 321675 members 
Entering Unmasked Estep 
Score: -16683559.000000 Penalty: 4127.674316
	Iteration 15Q: 3 clusters Score -1.668356e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 321497 members 
Entering Unmasked Estep 
Score: -16683656.000000 Penalty: 4127.674316
	Iteration 16Q: 3 clusters Score -1.668366e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 321323 members 
Entering Unmasked Estep 
Score: -16683671.000000 Penalty: 4127.674316
	Iteration 17Q: 3 clusters Score -1.668367e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 321142 members 
Entering Unmasked Estep 
Score: -16683696.000000 Penalty: 4127.674316
	Iteration 18Q: 3 clusters Score -1.66837e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 321003 members 
Entering Unmasked Estep 
Score: -16683687.000000 Penalty: 4127.674316
	Iteration 19Q: 3 clusters Score -1.668369e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 320863 members 
Entering Unmasked Estep 
Score: -16683707.000000 Penalty: 4127.674316
	Iteration 20F: 3 clusters Score -1.668371e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 320741 members 
Entering Unmasked Estep 
Score: -16683732.000000 Penalty: 4127.674316
	Iteration 21Q: 3 clusters Score -1.668373e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 320639 members 
Entering Unmasked Estep 
Score: -16683757.000000 Penalty: 4127.674316
	Iteration 22Q: 3 clusters Score -1.668376e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 320566 members 
Entering Unmasked Estep 
Score: -16683764.000000 Penalty: 4127.674316
	Iteration 23Q: 3 clusters Score -1.668376e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 320507 members 
Entering Unmasked Estep 
Score: -16683766.000000 Penalty: 4127.674316
	Iteration 24Q: 3 clusters Score -1.668377e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 320455 members 
Entering Unmasked Estep 
Score: -16683763.000000 Penalty: 4127.674316
	Iteration 25Q: 3 clusters Score -1.668376e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 320398 members 
Entering Unmasked Estep 
Score: -16683748.000000 Penalty: 4127.674316
	Iteration 26Q: 3 clusters Score -1.668375e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 320345 members 
Entering Unmasked Estep 
Score: -16683791.000000 Penalty: 4127.674316
	Iteration 27Q: 3 clusters Score -1.668379e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 320306 members 
Entering Unmasked Estep 
Score: -16683800.000000 Penalty: 4127.674316
	Iteration 28Q: 3 clusters Score -1.66838e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 320272 members 
Entering Unmasked Estep 
Score: -16683796.000000 Penalty: 4127.674316
	Iteration 29Q: 3 clusters Score -1.66838e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 320245 members 
Entering Unmasked Estep 
Score: -16683794.000000 Penalty: 4127.674316
	Iteration 30Q: 3 clusters Score -1.668379e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 320225 members 
Entering Unmasked Estep 
Score: -16683808.000000 Penalty: 4127.674316
	Iteration 31Q: 3 clusters Score -1.668381e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 320203 members 
Entering Unmasked Estep 
Score: -16683782.000000 Penalty: 4127.674316
	Iteration 32Q: 3 clusters Score -1.668378e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 320179 members 
Entering Unmasked Estep 
Score: -16683787.000000 Penalty: 4127.674316
	Iteration 33Q: 3 clusters Score -1.668379e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 320156 members 
Entering Unmasked Estep 
Score: -16683800.000000 Penalty: 4127.674316
	Iteration 34Q: 3 clusters Score -1.66838e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 320136 members 
Entering Unmasked Estep 
Score: -16683820.000000 Penalty: 4127.674316
	Iteration 35Q: 3 clusters Score -1.668382e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 320120 members 
Entering Unmasked Estep 
Score: -16683803.000000 Penalty: 4127.674316
	Iteration 36Q: 3 clusters Score -1.66838e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 320102 members 
Entering Unmasked Estep 
Score: -16683807.000000 Penalty: 4127.674316
	Iteration 37Q: 3 clusters Score -1.668381e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 320085 members 
Entering Unmasked Estep 
Score: -16683795.000000 Penalty: 4127.674316
	Iteration 38Q: 3 clusters Score -1.66838e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 320075 members 
Entering Unmasked Estep 
Score: -16683793.000000 Penalty: 4127.674316
	Iteration 39Q: 3 clusters Score -1.668379e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 320066 members 
Entering Unmasked Estep 
Score: -16683798.000000 Penalty: 4127.674316
	Iteration 40F: 3 clusters Score -1.66838e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 320057 members 
Entering Unmasked Estep 
Score: -16683794.000000 Penalty: 4127.674316
	Iteration 41Q: 3 clusters Score -1.668379e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 320047 members 
Entering Unmasked Estep 
Score: -16683796.000000 Penalty: 4127.674316
	Iteration 42Q: 3 clusters Score -1.66838e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 320038 members 
Entering Unmasked Estep 
Score: -16683803.000000 Penalty: 4127.674316
	Iteration 43Q: 3 clusters Score -1.66838e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 320032 members 
Entering Unmasked Estep 
Score: -16683799.000000 Penalty: 4127.674316
	Iteration 44Q: 3 clusters Score -1.66838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 320030 members 
Entering Unmasked Estep 
Score: -16683799.000000 Penalty: 4127.674316
	Iteration 45Q: 3 clusters Score -1.66838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 320028 members 
Entering Unmasked Estep 
Score: -16683793.000000 Penalty: 4127.674316
	Iteration 46Q: 3 clusters Score -1.668379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 320023 members 
Entering Unmasked Estep 
Score: -16683798.000000 Penalty: 4127.674316
	Iteration 47Q: 3 clusters Score -1.66838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 320018 members 
Entering Unmasked Estep 
Score: -16683805.000000 Penalty: 4127.674316
	Iteration 48Q: 3 clusters Score -1.66838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 320014 members 
Entering Unmasked Estep 
Score: -16683793.000000 Penalty: 4127.674316
	Iteration 49Q: 3 clusters Score -1.668379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 320011 members 
Entering Unmasked Estep 
Score: -16683802.000000 Penalty: 4127.674316
	Iteration 50Q: 3 clusters Score -1.66838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 320011 members 
Entering Unmasked Estep 
Score: -16683800.000000 Penalty: 4127.674316
	Iteration 51Q: 3 clusters Score -1.66838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 320009 members 
Entering Unmasked Estep 
Score: -16683802.000000 Penalty: 4127.674316
	Iteration 52Q: 3 clusters Score -1.66838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 320008 members 
Entering Unmasked Estep 
Score: -16683809.000000 Penalty: 4127.674316
	Iteration 53Q: 3 clusters Score -1.668381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 320007 members 
Entering Unmasked Estep 
Score: -16683808.000000 Penalty: 4127.674316
	Iteration 54Q: 3 clusters Score -1.668381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 320005 members 
Entering Unmasked Estep 
Score: -16683805.000000 Penalty: 4127.674316
	Iteration 55Q: 3 clusters Score -1.66838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 320003 members 
Entering Unmasked Estep 
Score: -16683809.000000 Penalty: 4127.674316
	Iteration 56Q: 3 clusters Score -1.668381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 320000 members 
Entering Unmasked Estep 
Score: -16683814.000000 Penalty: 4127.674316
	Iteration 57Q: 3 clusters Score -1.668381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 319998 members 
Entering Unmasked Estep 
Score: -16683824.000000 Penalty: 4127.674316
	Iteration 58Q: 3 clusters Score -1.668382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 319996 members 
Entering Unmasked Estep 
Score: -16683818.000000 Penalty: 4127.674316
	Iteration 59Q: 3 clusters Score -1.668382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 319992 members 
Entering Unmasked Estep 
Score: -16683815.000000 Penalty: 4127.674316
	Iteration 60F: 3 clusters Score -1.668382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 319988 members 
Entering Unmasked Estep 
Score: -16683820.000000 Penalty: 4127.674316
	Iteration 61Q: 3 clusters Score -1.668382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 319982 members 
Entering Unmasked Estep 
Score: -16683833.000000 Penalty: 4127.674316
	Iteration 62Q: 3 clusters Score -1.668383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 319977 members 
Entering Unmasked Estep 
Score: -16683807.000000 Penalty: 4127.674316
	Iteration 63Q: 3 clusters Score -1.668381e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 319967 members 
Entering Unmasked Estep 
Score: -16683824.000000 Penalty: 4127.674316
	Iteration 64Q: 3 clusters Score -1.668382e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 319958 members 
Entering Unmasked Estep 
Score: -16683839.000000 Penalty: 4127.674316
	Iteration 65Q: 3 clusters Score -1.668384e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 319946 members 
Entering Unmasked Estep 
Score: -16683835.000000 Penalty: 4127.674316
	Iteration 66Q: 3 clusters Score -1.668384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 319943 members 
Entering Unmasked Estep 
Score: -16683846.000000 Penalty: 4127.674316
	Iteration 67Q: 3 clusters Score -1.668385e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 319929 members 
Entering Unmasked Estep 
Score: -16683861.000000 Penalty: 4127.674316
	Iteration 68Q: 3 clusters Score -1.668386e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 319917 members 
Entering Unmasked Estep 
Score: -16683850.000000 Penalty: 4127.674316
	Iteration 69Q: 3 clusters Score -1.668385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 319914 members 
Entering Unmasked Estep 
Score: -16683849.000000 Penalty: 4127.674316
	Iteration 70Q: 3 clusters Score -1.668385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 319911 members 
Entering Unmasked Estep 
Score: -16683845.000000 Penalty: 4127.674316
	Iteration 71Q: 3 clusters Score -1.668384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 319907 members 
Entering Unmasked Estep 
Score: -16683850.000000 Penalty: 4127.674316
	Iteration 72Q: 3 clusters Score -1.668385e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 319898 members 
Entering Unmasked Estep 
Score: -16683853.000000 Penalty: 4127.674316
	Iteration 73Q: 3 clusters Score -1.668385e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 319889 members 
Entering Unmasked Estep 
Score: -16683849.000000 Penalty: 4127.674316
	Iteration 74Q: 3 clusters Score -1.668385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 319879 members 
Entering Unmasked Estep 
Score: -16683842.000000 Penalty: 4127.674316
	Iteration 75Q: 3 clusters Score -1.668384e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 319869 members 
Entering Unmasked Estep 
Score: -16683852.000000 Penalty: 4127.674316
	Iteration 76Q: 3 clusters Score -1.668385e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 319861 members 
Entering Unmasked Estep 
Score: -16683856.000000 Penalty: 4127.674316
	Iteration 77Q: 3 clusters Score -1.668386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 319855 members 
Entering Unmasked Estep 
Score: -16683862.000000 Penalty: 4127.674316
	Iteration 78Q: 3 clusters Score -1.668386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 319854 members 
Entering Unmasked Estep 
Score: -16683867.000000 Penalty: 4127.674316
	Iteration 79Q: 3 clusters Score -1.668387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 319853 members 
Entering Unmasked Estep 
Score: -16683863.000000 Penalty: 4127.674316
	Iteration 80F: 3 clusters Score -1.668386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 319852 members 
Entering Unmasked Estep 
Score: -16683866.000000 Penalty: 4127.674316
	Iteration 81Q: 3 clusters Score -1.668387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 319851 members 
Entering Unmasked Estep 
Score: -16683865.000000 Penalty: 4127.674316
	Iteration 82Q: 3 clusters Score -1.668386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 319850 members 
Entering Unmasked Estep 
Score: -16683864.000000 Penalty: 4127.674316
	Iteration 83Q: 3 clusters Score -1.668386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 319849 members 
Entering Unmasked Estep 
Score: -16683852.000000 Penalty: 4127.674316
	Iteration 84Q: 3 clusters Score -1.668385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 319846 members 
Entering Unmasked Estep 
Score: -16683853.000000 Penalty: 4127.674316
	Iteration 85Q: 3 clusters Score -1.668385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 319842 members 
Entering Unmasked Estep 
Score: -16683841.000000 Penalty: 4127.674316
	Iteration 86Q: 3 clusters Score -1.668384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 319839 members 
Entering Unmasked Estep 
Score: -16683845.000000 Penalty: 4127.674316
	Iteration 87Q: 3 clusters Score -1.668384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 319837 members 
Entering Unmasked Estep 
Score: -16683834.000000 Penalty: 4127.674316
	Iteration 88Q: 3 clusters Score -1.668383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 319836 members 
Entering Unmasked Estep 
Score: -16683841.000000 Penalty: 4127.674316
	Iteration 89Q: 3 clusters Score -1.668384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 319835 members 
Entering Unmasked Estep 
Score: -16683842.000000 Penalty: 4127.674316
	Iteration 90Q: 3 clusters Score -1.668384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 319835 members 
Entering Unmasked Estep 
Score: -16683842.000000 Penalty: 4127.674316
	Iteration 91F: 3 clusters Score -1.668384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 5489 members 
Mstep: Class 3 contains 319835 members 
Mstep: Class 4 contains 16203 members 
Mstep: Class 5 contains 19939 members 
Mstep: Class 6 contains 8089 members 
Mstep: Class 8 contains 36552 members 
Mstep: Class 9 contains 2829 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 13 contains 5573 members 
Mstep: Class 16 contains 12123 members 
Mstep: Class 17 contains 7872 members 
Mstep: Class 18 contains 16178 members 
Mstep: Class 19 contains 5226 members 
Entering Unmasked Estep 
Score: -23158368.000000 Penalty: 29676.943359
Splitting cluster 6 changes total score from -23156794.000000 to -23158368.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 8 (36552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Entering Unmasked Estep 
Score: -1910038.375000 Penalty: 1707.304688
	Iteration 0F: 2 clusters Score -1910038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -1885437.250000 Penalty: 3414.609375
	Iteration 0F: 3 clusters Score -1885437 nChanged 16893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -1894705.375000 Penalty: 3414.609375
	Iteration 1F: 3 clusters Score -1894705 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -1895134.125000 Penalty: 3414.609375
	Iteration 2Q: 3 clusters Score -1895134 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -1895588.750000 Penalty: 3414.609375
	Iteration 3Q: 3 clusters Score -1895589 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -1896180.875000 Penalty: 3414.609375
	Iteration 4Q: 3 clusters Score -1896181 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -1896961.625000 Penalty: 3414.609375
	Iteration 5Q: 3 clusters Score -1896962 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1898148.500000 Penalty: 3414.609375
	Iteration 6F: 3 clusters Score -1898148 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1899969.375000 Penalty: 3414.609375
	Iteration 7F: 3 clusters Score -1899969 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1902260.500000 Penalty: 3414.609375
	Iteration 8F: 3 clusters Score -1902260 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1904639.125000 Penalty: 3414.609375
	Iteration 9F: 3 clusters Score -1904639 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1906420.125000 Penalty: 3414.609375
	Iteration 10F: 3 clusters Score -1906420 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1907424.000000 Penalty: 3414.609375
	Iteration 11Q: 3 clusters Score -1907424 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1907893.500000 Penalty: 3414.609375
	Iteration 12Q: 3 clusters Score -1907894 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1908162.750000 Penalty: 3414.609375
	Iteration 13Q: 3 clusters Score -1908163 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1908331.375000 Penalty: 3414.609375
	Iteration 14Q: 3 clusters Score -1908331 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1908498.500000 Penalty: 3414.609375
	Iteration 15Q: 3 clusters Score -1908498 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1908822.875000 Penalty: 3414.609375
	Iteration 16Q: 3 clusters Score -1908823 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1909614.375000 Penalty: 3414.609375
	Iteration 17Q: 3 clusters Score -1909614 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1909823.250000 Penalty: 3414.609375
	Iteration 18Q: 3 clusters Score -1909823 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1909868.125000 Penalty: 3414.609375
	Iteration 19Q: 3 clusters Score -1909868 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1909880.250000 Penalty: 3414.609375
	Iteration 20F: 3 clusters Score -1909880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1909888.500000 Penalty: 3414.609375
	Iteration 21Q: 3 clusters Score -1909888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1909893.375000 Penalty: 3414.609375
	Iteration 22Q: 3 clusters Score -1909893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1909893.125000 Penalty: 3414.609375
	Iteration 23Q: 3 clusters Score -1909893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1909893.375000 Penalty: 3414.609375
	Iteration 24Q: 3 clusters Score -1909893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1909894.125000 Penalty: 3414.609375
	Iteration 25Q: 3 clusters Score -1909894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1909897.875000 Penalty: 3414.609375
	Iteration 26Q: 3 clusters Score -1909898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1909897.750000 Penalty: 3414.609375
	Iteration 27Q: 3 clusters Score -1909898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1909900.000000 Penalty: 3414.609375
	Iteration 28Q: 3 clusters Score -1909900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1909900.000000 Penalty: 3414.609375
	Iteration 29F: 3 clusters Score -1909900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Entering Unmasked Estep 
Score: -126270.328125 Penalty: 1291.497803
	Iteration 0F: 2 clusters Score -126270.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -123610.914062 Penalty: 2582.995605
	Iteration 0F: 3 clusters Score -123610.9 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -124274.195312 Penalty: 2582.995605
	Iteration 1F: 3 clusters Score -124274.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -124467.656250 Penalty: 2582.995605
	Iteration 2F: 3 clusters Score -124467.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -124667.031250 Penalty: 2582.995605
	Iteration 3F: 3 clusters Score -124667 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -124864.601562 Penalty: 2582.995605
	Iteration 4F: 3 clusters Score -124864.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -125055.429688 Penalty: 2582.995605
	Iteration 5F: 3 clusters Score -125055.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -125296.984375 Penalty: 2582.995605
	Iteration 6F: 3 clusters Score -125297 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -125551.921875 Penalty: 2582.995605
	Iteration 7F: 3 clusters Score -125551.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -125725.992188 Penalty: 2582.995605
	Iteration 8Q: 3 clusters Score -125726 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -125819.382812 Penalty: 2582.995605
	Iteration 9Q: 3 clusters Score -125819.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -125896.570312 Penalty: 2582.995605
	Iteration 10Q: 3 clusters Score -125896.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -125989.609375 Penalty: 2582.995605
	Iteration 11Q: 3 clusters Score -125989.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -126080.953125 Penalty: 2582.995605
	Iteration 12Q: 3 clusters Score -126081 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -126149.335938 Penalty: 2582.995605
	Iteration 13Q: 3 clusters Score -126149.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -126196.750000 Penalty: 2582.995605
	Iteration 14Q: 3 clusters Score -126196.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -126219.562500 Penalty: 2582.995605
	Iteration 15Q: 3 clusters Score -126219.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -126233.570312 Penalty: 2582.995605
	Iteration 16Q: 3 clusters Score -126233.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -126240.781250 Penalty: 2582.995605
	Iteration 17Q: 3 clusters Score -126240.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -126250.101562 Penalty: 2582.995605
	Iteration 18Q: 3 clusters Score -126250.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -126261.148438 Penalty: 2582.995605
	Iteration 19Q: 3 clusters Score -126261.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -126273.718750 Penalty: 2582.995605
	Iteration 20F: 3 clusters Score -126273.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -126280.765625 Penalty: 2582.995605
	Iteration 21Q: 3 clusters Score -126280.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -126289.312500 Penalty: 2582.995605
	Iteration 22Q: 3 clusters Score -126289.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -126296.531250 Penalty: 2582.995605
	Iteration 23Q: 3 clusters Score -126296.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -126305.289062 Penalty: 2582.995605
	Iteration 24Q: 3 clusters Score -126305.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -126320.750000 Penalty: 2582.995605
	Iteration 25Q: 3 clusters Score -126320.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -126357.906250 Penalty: 2582.995605
	Iteration 26Q: 3 clusters Score -126357.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -126390.195312 Penalty: 2582.995605
	Iteration 27Q: 3 clusters Score -126390.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -126419.320312 Penalty: 2582.995605
	Iteration 28Q: 3 clusters Score -126419.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -126463.851562 Penalty: 2582.995605
	Iteration 29Q: 3 clusters Score -126463.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -126504.343750 Penalty: 2582.995605
	Iteration 30Q: 3 clusters Score -126504.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -126552.968750 Penalty: 2582.995605
	Iteration 31Q: 3 clusters Score -126553 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -126590.429688 Penalty: 2582.995605
	Iteration 32Q: 3 clusters Score -126590.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -126612.820312 Penalty: 2582.995605
	Iteration 33Q: 3 clusters Score -126612.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -126623.609375 Penalty: 2582.995605
	Iteration 34Q: 3 clusters Score -126623.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -126630.218750 Penalty: 2582.995605
	Iteration 35Q: 3 clusters Score -126630.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -126631.835938 Penalty: 2582.995605
	Iteration 36Q: 3 clusters Score -126631.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -126631.835938 Penalty: 2582.995605
	Iteration 37F: 3 clusters Score -126631.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 5489 members 
Mstep: Class 3 contains 319835 members 
Mstep: Class 4 contains 16203 members 
Mstep: Class 5 contains 19939 members 
Mstep: Class 6 contains 8089 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 36552 members 
Mstep: Class 9 contains 1974 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 13 contains 5573 members 
Mstep: Class 16 contains 12123 members 
Mstep: Class 17 contains 7872 members 
Mstep: Class 18 contains 16178 members 
Mstep: Class 19 contains 5226 members 
Entering Unmasked Estep 
Score: -23157918.000000 Penalty: 31796.724609
Splitting cluster 9 changes total score from -23156794.000000 to -23157918.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 10 (3601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Entering Unmasked Estep 
Score: -172098.109375 Penalty: 1330.707153
	Iteration 0F: 2 clusters Score -172098.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -169022.859375 Penalty: 2661.414307
	Iteration 0F: 3 clusters Score -169022.9 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -169902.625000 Penalty: 2661.414307
	Iteration 1F: 3 clusters Score -169902.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -170157.468750 Penalty: 2661.414307
	Iteration 2F: 3 clusters Score -170157.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -170355.406250 Penalty: 2661.414307
	Iteration 3F: 3 clusters Score -170355.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -170579.656250 Penalty: 2661.414307
	Iteration 4F: 3 clusters Score -170579.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -170771.578125 Penalty: 2661.414307
	Iteration 5F: 3 clusters Score -170771.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -170946.125000 Penalty: 2661.414307
	Iteration 6F: 3 clusters Score -170946.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -171081.375000 Penalty: 2661.414307
	Iteration 7Q: 3 clusters Score -171081.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -171176.328125 Penalty: 2661.414307
	Iteration 8Q: 3 clusters Score -171176.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -171231.437500 Penalty: 2661.414307
	Iteration 9Q: 3 clusters Score -171231.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -171263.484375 Penalty: 2661.414307
	Iteration 10Q: 3 clusters Score -171263.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -171274.921875 Penalty: 2661.414307
	Iteration 11Q: 3 clusters Score -171274.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -171282.171875 Penalty: 2661.414307
	Iteration 12Q: 3 clusters Score -171282.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -171290.078125 Penalty: 2661.414307
	Iteration 13Q: 3 clusters Score -171290.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -171295.890625 Penalty: 2661.414307
	Iteration 14Q: 3 clusters Score -171295.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -171302.093750 Penalty: 2661.414307
	Iteration 15Q: 3 clusters Score -171302.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -171306.765625 Penalty: 2661.414307
	Iteration 16Q: 3 clusters Score -171306.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -171308.546875 Penalty: 2661.414307
	Iteration 17Q: 3 clusters Score -171308.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -171309.375000 Penalty: 2661.414307
	Iteration 18Q: 3 clusters Score -171309.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -171310.953125 Penalty: 2661.414307
	Iteration 19Q: 3 clusters Score -171311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -171312.343750 Penalty: 2661.414307
	Iteration 20F: 3 clusters Score -171312.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -171313.656250 Penalty: 2661.414307
	Iteration 21Q: 3 clusters Score -171313.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -171315.812500 Penalty: 2661.414307
	Iteration 22Q: 3 clusters Score -171315.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -171317.312500 Penalty: 2661.414307
	Iteration 23Q: 3 clusters Score -171317.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -171318.093750 Penalty: 2661.414307
	Iteration 24Q: 3 clusters Score -171318.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -171318.546875 Penalty: 2661.414307
	Iteration 25Q: 3 clusters Score -171318.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -171318.375000 Penalty: 2661.414307
	Iteration 26Q: 3 clusters Score -171318.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -171318.375000 Penalty: 2661.414307
	Iteration 27F: 3 clusters Score -171318.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Entering Unmasked Estep 
Score: -292235.937500 Penalty: 1401.674438
	Iteration 0F: 2 clusters Score -292235.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -287857.187500 Penalty: 2803.348877
	Iteration 0F: 3 clusters Score -287857.2 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -289039.531250 Penalty: 2803.348877
	Iteration 1F: 3 clusters Score -289039.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -289248.343750 Penalty: 2803.348877
	Iteration 2F: 3 clusters Score -289248.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -289386.125000 Penalty: 2803.348877
	Iteration 3F: 3 clusters Score -289386.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -289481.312500 Penalty: 2803.348877
	Iteration 4Q: 3 clusters Score -289481.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -289549.531250 Penalty: 2803.348877
	Iteration 5Q: 3 clusters Score -289549.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -289609.906250 Penalty: 2803.348877
	Iteration 6Q: 3 clusters Score -289609.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -289672.937500 Penalty: 2803.348877
	Iteration 7Q: 3 clusters Score -289672.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -289736.250000 Penalty: 2803.348877
	Iteration 8Q: 3 clusters Score -289736.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -289801.000000 Penalty: 2803.348877
	Iteration 9Q: 3 clusters Score -289801 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -289872.750000 Penalty: 2803.348877
	Iteration 10Q: 3 clusters Score -289872.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -289936.687500 Penalty: 2803.348877
	Iteration 11Q: 3 clusters Score -289936.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -290004.593750 Penalty: 2803.348877
	Iteration 12Q: 3 clusters Score -290004.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -290079.406250 Penalty: 2803.348877
	Iteration 13Q: 3 clusters Score -290079.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -290172.343750 Penalty: 2803.348877
	Iteration 14Q: 3 clusters Score -290172.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -290281.656250 Penalty: 2803.348877
	Iteration 15Q: 3 clusters Score -290281.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -290387.093750 Penalty: 2803.348877
	Iteration 16Q: 3 clusters Score -290387.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -290479.812500 Penalty: 2803.348877
	Iteration 17Q: 3 clusters Score -290479.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -290545.343750 Penalty: 2803.348877
	Iteration 18Q: 3 clusters Score -290545.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -290602.187500 Penalty: 2803.348877
	Iteration 19Q: 3 clusters Score -290602.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -290660.781250 Penalty: 2803.348877
	Iteration 20F: 3 clusters Score -290660.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -290707.281250 Penalty: 2803.348877
	Iteration 21Q: 3 clusters Score -290707.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -290746.062500 Penalty: 2803.348877
	Iteration 22Q: 3 clusters Score -290746.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -290774.687500 Penalty: 2803.348877
	Iteration 23Q: 3 clusters Score -290774.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -290800.406250 Penalty: 2803.348877
	Iteration 24Q: 3 clusters Score -290800.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -290812.843750 Penalty: 2803.348877
	Iteration 25Q: 3 clusters Score -290812.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -290819.250000 Penalty: 2803.348877
	Iteration 26Q: 3 clusters Score -290819.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -290824.906250 Penalty: 2803.348877
	Iteration 27Q: 3 clusters Score -290824.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -290828.656250 Penalty: 2803.348877
	Iteration 28Q: 3 clusters Score -290828.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -290829.593750 Penalty: 2803.348877
	Iteration 29Q: 3 clusters Score -290829.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -290831.312500 Penalty: 2803.348877
	Iteration 30Q: 3 clusters Score -290831.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -290832.812500 Penalty: 2803.348877
	Iteration 31Q: 3 clusters Score -290832.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -290834.312500 Penalty: 2803.348877
	Iteration 32Q: 3 clusters Score -290834.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -290836.531250 Penalty: 2803.348877
	Iteration 33Q: 3 clusters Score -290836.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -290841.062500 Penalty: 2803.348877
	Iteration 34Q: 3 clusters Score -290841.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -290846.437500 Penalty: 2803.348877
	Iteration 35Q: 3 clusters Score -290846.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -290849.968750 Penalty: 2803.348877
	Iteration 36Q: 3 clusters Score -290850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -290851.125000 Penalty: 2803.348877
	Iteration 37Q: 3 clusters Score -290851.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -290852.250000 Penalty: 2803.348877
	Iteration 38Q: 3 clusters Score -290852.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -290853.156250 Penalty: 2803.348877
	Iteration 39Q: 3 clusters Score -290853.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -290854.281250 Penalty: 2803.348877
	Iteration 40F: 3 clusters Score -290854.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -290854.937500 Penalty: 2803.348877
	Iteration 41Q: 3 clusters Score -290854.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -290855.843750 Penalty: 2803.348877
	Iteration 42Q: 3 clusters Score -290855.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -290856.718750 Penalty: 2803.348877
	Iteration 43Q: 3 clusters Score -290856.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -290857.687500 Penalty: 2803.348877
	Iteration 44Q: 3 clusters Score -290857.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -290858.156250 Penalty: 2803.348877
	Iteration 45Q: 3 clusters Score -290858.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -290858.625000 Penalty: 2803.348877
	Iteration 46Q: 3 clusters Score -290858.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -290861.093750 Penalty: 2803.348877
	Iteration 47Q: 3 clusters Score -290861.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -290862.437500 Penalty: 2803.348877
	Iteration 48Q: 3 clusters Score -290862.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -290863.562500 Penalty: 2803.348877
	Iteration 49Q: 3 clusters Score -290863.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -290863.937500 Penalty: 2803.348877
	Iteration 50Q: 3 clusters Score -290863.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -290864.968750 Penalty: 2803.348877
	Iteration 51Q: 3 clusters Score -290865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -290864.968750 Penalty: 2803.348877
	Iteration 52F: 3 clusters Score -290865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Entering Unmasked Estep 
Score: -651384.937500 Penalty: 1527.964722
	Iteration 0F: 2 clusters Score -651384.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -642862.312500 Penalty: 3055.929443
	Iteration 0F: 3 clusters Score -642862.3 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -645706.000000 Penalty: 3055.929443
	Iteration 1F: 3 clusters Score -645706 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -645935.812500 Penalty: 3055.929443
	Iteration 2F: 3 clusters Score -645935.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -646129.000000 Penalty: 3055.929443
	Iteration 3Q: 3 clusters Score -646129 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -646300.687500 Penalty: 3055.929443
	Iteration 4Q: 3 clusters Score -646300.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -646447.250000 Penalty: 3055.929443
	Iteration 5Q: 3 clusters Score -646447.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -646638.937500 Penalty: 3055.929443
	Iteration 6Q: 3 clusters Score -646638.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -646882.187500 Penalty: 3055.929443
	Iteration 7Q: 3 clusters Score -646882.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -647213.812500 Penalty: 3055.929443
	Iteration 8Q: 3 clusters Score -647213.8 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -647593.750000 Penalty: 3055.929443
	Iteration 9Q: 3 clusters Score -647593.8 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -647993.875000 Penalty: 3055.929443
	Iteration 10Q: 3 clusters Score -647993.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -648376.125000 Penalty: 3055.929443
	Iteration 11Q: 3 clusters Score -648376.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -648773.812500 Penalty: 3055.929443
	Iteration 12Q: 3 clusters Score -648773.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -649120.000000 Penalty: 3055.929443
	Iteration 13Q: 3 clusters Score -649120 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -649359.375000 Penalty: 3055.929443
	Iteration 14Q: 3 clusters Score -649359.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -649538.187500 Penalty: 3055.929443
	Iteration 15Q: 3 clusters Score -649538.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -649674.250000 Penalty: 3055.929443
	Iteration 16Q: 3 clusters Score -649674.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -649773.062500 Penalty: 3055.929443
	Iteration 17Q: 3 clusters Score -649773.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -649838.562500 Penalty: 3055.929443
	Iteration 18Q: 3 clusters Score -649838.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -649894.312500 Penalty: 3055.929443
	Iteration 19Q: 3 clusters Score -649894.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -649929.500000 Penalty: 3055.929443
	Iteration 20F: 3 clusters Score -649929.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -649962.500000 Penalty: 3055.929443
	Iteration 21Q: 3 clusters Score -649962.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -649980.750000 Penalty: 3055.929443
	Iteration 22Q: 3 clusters Score -649980.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -649999.062500 Penalty: 3055.929443
	Iteration 23Q: 3 clusters Score -649999.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -650016.062500 Penalty: 3055.929443
	Iteration 24Q: 3 clusters Score -650016.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -650031.125000 Penalty: 3055.929443
	Iteration 25Q: 3 clusters Score -650031.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -650039.625000 Penalty: 3055.929443
	Iteration 26Q: 3 clusters Score -650039.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -650047.750000 Penalty: 3055.929443
	Iteration 27Q: 3 clusters Score -650047.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -650049.937500 Penalty: 3055.929443
	Iteration 28Q: 3 clusters Score -650049.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -650050.375000 Penalty: 3055.929443
	Iteration 29Q: 3 clusters Score -650050.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -650053.000000 Penalty: 3055.929443
	Iteration 30Q: 3 clusters Score -650053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -650054.687500 Penalty: 3055.929443
	Iteration 31Q: 3 clusters Score -650054.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -650056.375000 Penalty: 3055.929443
	Iteration 32Q: 3 clusters Score -650056.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -650058.187500 Penalty: 3055.929443
	Iteration 33Q: 3 clusters Score -650058.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -650062.000000 Penalty: 3055.929443
	Iteration 34Q: 3 clusters Score -650062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -650065.312500 Penalty: 3055.929443
	Iteration 35Q: 3 clusters Score -650065.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -650068.062500 Penalty: 3055.929443
	Iteration 36Q: 3 clusters Score -650068.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -650070.062500 Penalty: 3055.929443
	Iteration 37Q: 3 clusters Score -650070.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -650073.125000 Penalty: 3055.929443
	Iteration 38Q: 3 clusters Score -650073.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -650078.437500 Penalty: 3055.929443
	Iteration 39Q: 3 clusters Score -650078.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -650088.187500 Penalty: 3055.929443
	Iteration 40F: 3 clusters Score -650088.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -650097.437500 Penalty: 3055.929443
	Iteration 41Q: 3 clusters Score -650097.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -650102.062500 Penalty: 3055.929443
	Iteration 42Q: 3 clusters Score -650102.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -650107.375000 Penalty: 3055.929443
	Iteration 43Q: 3 clusters Score -650107.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -650109.750000 Penalty: 3055.929443
	Iteration 44Q: 3 clusters Score -650109.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -650114.187500 Penalty: 3055.929443
	Iteration 45Q: 3 clusters Score -650114.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -650116.375000 Penalty: 3055.929443
	Iteration 46Q: 3 clusters Score -650116.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -650118.875000 Penalty: 3055.929443
	Iteration 47Q: 3 clusters Score -650118.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -650119.562500 Penalty: 3055.929443
	Iteration 48Q: 3 clusters Score -650119.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -650120.875000 Penalty: 3055.929443
	Iteration 49Q: 3 clusters Score -650120.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -650120.875000 Penalty: 3055.929443
	Iteration 50F: 3 clusters Score -650120.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Entering Unmasked Estep 
Score: -428247.218750 Penalty: 1457.798462
	Iteration 0F: 2 clusters Score -428247.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -422486.812500 Penalty: 2915.596924
	Iteration 0F: 3 clusters Score -422486.8 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -424189.968750 Penalty: 2915.596924
	Iteration 1F: 3 clusters Score -424190 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -424470.875000 Penalty: 2915.596924
	Iteration 2F: 3 clusters Score -424470.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -424709.625000 Penalty: 2915.596924
	Iteration 3F: 3 clusters Score -424709.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -424918.718750 Penalty: 2915.596924
	Iteration 4F: 3 clusters Score -424918.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -425104.781250 Penalty: 2915.596924
	Iteration 5Q: 3 clusters Score -425104.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -425303.562500 Penalty: 2915.596924
	Iteration 6Q: 3 clusters Score -425303.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -425507.156250 Penalty: 2915.596924
	Iteration 7Q: 3 clusters Score -425507.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -425722.437500 Penalty: 2915.596924
	Iteration 8Q: 3 clusters Score -425722.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -425930.156250 Penalty: 2915.596924
	Iteration 9Q: 3 clusters Score -425930.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -426099.593750 Penalty: 2915.596924
	Iteration 10Q: 3 clusters Score -426099.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -426248.625000 Penalty: 2915.596924
	Iteration 11Q: 3 clusters Score -426248.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -426343.343750 Penalty: 2915.596924
	Iteration 12Q: 3 clusters Score -426343.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -426413.937500 Penalty: 2915.596924
	Iteration 13Q: 3 clusters Score -426413.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -426462.875000 Penalty: 2915.596924
	Iteration 14Q: 3 clusters Score -426462.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -426497.093750 Penalty: 2915.596924
	Iteration 15Q: 3 clusters Score -426497.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -426521.625000 Penalty: 2915.596924
	Iteration 16Q: 3 clusters Score -426521.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -426542.562500 Penalty: 2915.596924
	Iteration 17Q: 3 clusters Score -426542.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -426558.781250 Penalty: 2915.596924
	Iteration 18Q: 3 clusters Score -426558.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -426568.718750 Penalty: 2915.596924
	Iteration 19Q: 3 clusters Score -426568.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -426576.125000 Penalty: 2915.596924
	Iteration 20F: 3 clusters Score -426576.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -426582.062500 Penalty: 2915.596924
	Iteration 21Q: 3 clusters Score -426582.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -426584.656250 Penalty: 2915.596924
	Iteration 22Q: 3 clusters Score -426584.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -426588.656250 Penalty: 2915.596924
	Iteration 23Q: 3 clusters Score -426588.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -426590.156250 Penalty: 2915.596924
	Iteration 24Q: 3 clusters Score -426590.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -426592.968750 Penalty: 2915.596924
	Iteration 25Q: 3 clusters Score -426593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -426594.250000 Penalty: 2915.596924
	Iteration 26Q: 3 clusters Score -426594.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -426598.468750 Penalty: 2915.596924
	Iteration 27Q: 3 clusters Score -426598.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -426598.125000 Penalty: 2915.596924
	Iteration 28Q: 3 clusters Score -426598.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -426598.875000 Penalty: 2915.596924
	Iteration 29Q: 3 clusters Score -426598.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -426599.250000 Penalty: 2915.596924
	Iteration 30Q: 3 clusters Score -426599.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -426598.968750 Penalty: 2915.596924
	Iteration 31Q: 3 clusters Score -426599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -426599.000000 Penalty: 2915.596924
	Iteration 32Q: 3 clusters Score -426599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -426598.312500 Penalty: 2915.596924
	Iteration 33Q: 3 clusters Score -426598.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -426599.250000 Penalty: 2915.596924
	Iteration 34Q: 3 clusters Score -426599.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -426599.250000 Penalty: 2915.596924
	Iteration 35F: 3 clusters Score -426599.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Entering Unmasked Estep 
Score: -843971.750000 Penalty: 1574.853638
	Iteration 0F: 2 clusters Score -843971.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -832788.750000 Penalty: 3149.707275
	Iteration 0F: 3 clusters Score -832788.8 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -836935.062500 Penalty: 3149.707275
	Iteration 1F: 3 clusters Score -836935.1 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -837368.125000 Penalty: 3149.707275
	Iteration 2F: 3 clusters Score -837368.1 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -837821.000000 Penalty: 3149.707275
	Iteration 3F: 3 clusters Score -837821 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -838329.687500 Penalty: 3149.707275
	Iteration 4F: 3 clusters Score -838329.7 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -838866.125000 Penalty: 3149.707275
	Iteration 5F: 3 clusters Score -838866.1 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -839429.812500 Penalty: 3149.707275
	Iteration 6F: 3 clusters Score -839429.8 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -839985.625000 Penalty: 3149.707275
	Iteration 7F: 3 clusters Score -839985.6 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -840508.437500 Penalty: 3149.707275
	Iteration 8Q: 3 clusters Score -840508.4 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -840913.062500 Penalty: 3149.707275
	Iteration 9Q: 3 clusters Score -840913.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -841162.000000 Penalty: 3149.707275
	Iteration 10Q: 3 clusters Score -841162 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -841347.937500 Penalty: 3149.707275
	Iteration 11Q: 3 clusters Score -841347.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -841494.312500 Penalty: 3149.707275
	Iteration 12Q: 3 clusters Score -841494.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -841638.375000 Penalty: 3149.707275
	Iteration 13Q: 3 clusters Score -841638.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -841765.875000 Penalty: 3149.707275
	Iteration 14Q: 3 clusters Score -841765.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -841908.000000 Penalty: 3149.707275
	Iteration 15Q: 3 clusters Score -841908 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -842024.250000 Penalty: 3149.707275
	Iteration 16Q: 3 clusters Score -842024.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -842115.687500 Penalty: 3149.707275
	Iteration 17Q: 3 clusters Score -842115.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -842197.437500 Penalty: 3149.707275
	Iteration 18Q: 3 clusters Score -842197.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -842273.000000 Penalty: 3149.707275
	Iteration 19Q: 3 clusters Score -842273 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -842340.437500 Penalty: 3149.707275
	Iteration 20F: 3 clusters Score -842340.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -842396.687500 Penalty: 3149.707275
	Iteration 21Q: 3 clusters Score -842396.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -842437.750000 Penalty: 3149.707275
	Iteration 22Q: 3 clusters Score -842437.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -842478.000000 Penalty: 3149.707275
	Iteration 23Q: 3 clusters Score -842478 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -842513.625000 Penalty: 3149.707275
	Iteration 24Q: 3 clusters Score -842513.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -842553.937500 Penalty: 3149.707275
	Iteration 25Q: 3 clusters Score -842553.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -842589.937500 Penalty: 3149.707275
	Iteration 26Q: 3 clusters Score -842589.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -842616.687500 Penalty: 3149.707275
	Iteration 27Q: 3 clusters Score -842616.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -842640.250000 Penalty: 3149.707275
	Iteration 28Q: 3 clusters Score -842640.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -842663.562500 Penalty: 3149.707275
	Iteration 29Q: 3 clusters Score -842663.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -842687.375000 Penalty: 3149.707275
	Iteration 30Q: 3 clusters Score -842687.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -842710.500000 Penalty: 3149.707275
	Iteration 31Q: 3 clusters Score -842710.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -842722.000000 Penalty: 3149.707275
	Iteration 32Q: 3 clusters Score -842722 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -842736.375000 Penalty: 3149.707275
	Iteration 33Q: 3 clusters Score -842736.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -842746.062500 Penalty: 3149.707275
	Iteration 34Q: 3 clusters Score -842746.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -842754.875000 Penalty: 3149.707275
	Iteration 35Q: 3 clusters Score -842754.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -842761.562500 Penalty: 3149.707275
	Iteration 36Q: 3 clusters Score -842761.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -842766.062500 Penalty: 3149.707275
	Iteration 37Q: 3 clusters Score -842766.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -842769.562500 Penalty: 3149.707275
	Iteration 38Q: 3 clusters Score -842769.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -842774.125000 Penalty: 3149.707275
	Iteration 39Q: 3 clusters Score -842774.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -842779.375000 Penalty: 3149.707275
	Iteration 40F: 3 clusters Score -842779.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -842778.750000 Penalty: 3149.707275
	Iteration 41Q: 3 clusters Score -842778.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -842780.000000 Penalty: 3149.707275
	Iteration 42Q: 3 clusters Score -842780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -842782.312500 Penalty: 3149.707275
	Iteration 43Q: 3 clusters Score -842782.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -842785.562500 Penalty: 3149.707275
	Iteration 44Q: 3 clusters Score -842785.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -842786.062500 Penalty: 3149.707275
	Iteration 45Q: 3 clusters Score -842786.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -842787.562500 Penalty: 3149.707275
	Iteration 46Q: 3 clusters Score -842787.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -842789.687500 Penalty: 3149.707275
	Iteration 47Q: 3 clusters Score -842789.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -842789.937500 Penalty: 3149.707275
	Iteration 48Q: 3 clusters Score -842789.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -842794.500000 Penalty: 3149.707275
	Iteration 49Q: 3 clusters Score -842794.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -842793.812500 Penalty: 3149.707275
	Iteration 50Q: 3 clusters Score -842793.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -842793.812500 Penalty: 3149.707275
	Iteration 51Q: 3 clusters Score -842793.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -842793.812500 Penalty: 3149.707275
	Iteration 52F: 3 clusters Score -842793.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Entering Unmasked Estep 
Score: -286447.687500 Penalty: 1391.227783
	Iteration 0F: 2 clusters Score -286447.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -282341.500000 Penalty: 2782.455566
	Iteration 0F: 3 clusters Score -282341.5 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -283421.156250 Penalty: 2782.455566
	Iteration 1F: 3 clusters Score -283421.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -283595.000000 Penalty: 2782.455566
	Iteration 2F: 3 clusters Score -283595 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -283721.375000 Penalty: 2782.455566
	Iteration 3F: 3 clusters Score -283721.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -283807.562500 Penalty: 2782.455566
	Iteration 4Q: 3 clusters Score -283807.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -283861.718750 Penalty: 2782.455566
	Iteration 5Q: 3 clusters Score -283861.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -283903.218750 Penalty: 2782.455566
	Iteration 6Q: 3 clusters Score -283903.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -283941.312500 Penalty: 2782.455566
	Iteration 7Q: 3 clusters Score -283941.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -283977.687500 Penalty: 2782.455566
	Iteration 8Q: 3 clusters Score -283977.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -284016.156250 Penalty: 2782.455566
	Iteration 9Q: 3 clusters Score -284016.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -284044.687500 Penalty: 2782.455566
	Iteration 10Q: 3 clusters Score -284044.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -284065.375000 Penalty: 2782.455566
	Iteration 11Q: 3 clusters Score -284065.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -284084.468750 Penalty: 2782.455566
	Iteration 12Q: 3 clusters Score -284084.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -284105.187500 Penalty: 2782.455566
	Iteration 13Q: 3 clusters Score -284105.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -284128.468750 Penalty: 2782.455566
	Iteration 14Q: 3 clusters Score -284128.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -284163.093750 Penalty: 2782.455566
	Iteration 15Q: 3 clusters Score -284163.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -284200.531250 Penalty: 2782.455566
	Iteration 16Q: 3 clusters Score -284200.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -284242.125000 Penalty: 2782.455566
	Iteration 17Q: 3 clusters Score -284242.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -284300.718750 Penalty: 2782.455566
	Iteration 18Q: 3 clusters Score -284300.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -284385.562500 Penalty: 2782.455566
	Iteration 19Q: 3 clusters Score -284385.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -284479.312500 Penalty: 2782.455566
	Iteration 20F: 3 clusters Score -284479.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -284600.750000 Penalty: 2782.455566
	Iteration 21Q: 3 clusters Score -284600.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -284713.968750 Penalty: 2782.455566
	Iteration 22Q: 3 clusters Score -284714 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -284820.625000 Penalty: 2782.455566
	Iteration 23Q: 3 clusters Score -284820.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -284912.406250 Penalty: 2782.455566
	Iteration 24Q: 3 clusters Score -284912.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -284974.343750 Penalty: 2782.455566
	Iteration 25Q: 3 clusters Score -284974.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -285024.343750 Penalty: 2782.455566
	Iteration 26Q: 3 clusters Score -285024.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -285062.437500 Penalty: 2782.455566
	Iteration 27Q: 3 clusters Score -285062.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -285089.093750 Penalty: 2782.455566
	Iteration 28Q: 3 clusters Score -285089.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -285106.343750 Penalty: 2782.455566
	Iteration 29Q: 3 clusters Score -285106.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -285122.593750 Penalty: 2782.455566
	Iteration 30Q: 3 clusters Score -285122.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -285137.875000 Penalty: 2782.455566
	Iteration 31Q: 3 clusters Score -285137.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -285153.750000 Penalty: 2782.455566
	Iteration 32Q: 3 clusters Score -285153.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -285163.750000 Penalty: 2782.455566
	Iteration 33Q: 3 clusters Score -285163.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -285173.062500 Penalty: 2782.455566
	Iteration 34Q: 3 clusters Score -285173.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -285181.968750 Penalty: 2782.455566
	Iteration 35Q: 3 clusters Score -285182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -285187.750000 Penalty: 2782.455566
	Iteration 36Q: 3 clusters Score -285187.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -285193.156250 Penalty: 2782.455566
	Iteration 37Q: 3 clusters Score -285193.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -285197.937500 Penalty: 2782.455566
	Iteration 38Q: 3 clusters Score -285197.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -285200.750000 Penalty: 2782.455566
	Iteration 39Q: 3 clusters Score -285200.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -285204.125000 Penalty: 2782.455566
	Iteration 40F: 3 clusters Score -285204.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -285206.718750 Penalty: 2782.455566
	Iteration 41Q: 3 clusters Score -285206.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -285209.187500 Penalty: 2782.455566
	Iteration 42Q: 3 clusters Score -285209.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -285211.406250 Penalty: 2782.455566
	Iteration 43Q: 3 clusters Score -285211.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -285212.843750 Penalty: 2782.455566
	Iteration 44Q: 3 clusters Score -285212.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -285215.125000 Penalty: 2782.455566
	Iteration 45Q: 3 clusters Score -285215.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -285215.656250 Penalty: 2782.455566
	Iteration 46Q: 3 clusters Score -285215.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -285218.156250 Penalty: 2782.455566
	Iteration 47Q: 3 clusters Score -285218.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -285219.906250 Penalty: 2782.455566
	Iteration 48Q: 3 clusters Score -285219.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -285222.437500 Penalty: 2782.455566
	Iteration 49Q: 3 clusters Score -285222.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -285224.343750 Penalty: 2782.455566
	Iteration 50Q: 3 clusters Score -285224.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -285225.781250 Penalty: 2782.455566
	Iteration 51Q: 3 clusters Score -285225.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -285226.843750 Penalty: 2782.455566
	Iteration 52Q: 3 clusters Score -285226.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -285227.281250 Penalty: 2782.455566
	Iteration 53Q: 3 clusters Score -285227.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -285227.281250 Penalty: 2782.455566
	Iteration 54F: 3 clusters Score -285227.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 5489 members 
Mstep: Class 4 contains 16203 members 
Mstep: Class 5 contains 19939 members 
Mstep: Class 6 contains 8089 members 
Mstep: Class 8 contains 36552 members 
Mstep: Class 9 contains 1974 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 13 contains 5573 members 
Mstep: Class 16 contains 12123 members 
Mstep: Class 17 contains 7872 members 
Mstep: Class 18 contains 16178 members 
Mstep: Class 19 contains 5226 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 16 clusters Score -2.315849e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 5523 members 
Mstep: Class 3 contains 319100 members 
Mstep: Class 4 contains 16258 members 
Mstep: Class 5 contains 20002 members 
Mstep: Class 6 contains 8131 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 36698 members 
Mstep: Class 9 contains 2091 members 
Mstep: Class 10 contains 3579 members 
Mstep: Class 13 contains 5589 members 
Mstep: Class 16 contains 12163 members 
Mstep: Class 17 contains 7896 members 
Mstep: Class 18 contains 16239 members 
Mstep: Class 19 contains 5237 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 16 clusters Score -2.315903e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5541 members 
Mstep: Class 3 contains 319653 members 
Mstep: Class 4 contains 16079 members 
Mstep: Class 5 contains 19892 members 
Mstep: Class 6 contains 8159 members 
Mstep: Class 7 contains 1125 members 
Mstep: Class 8 contains 36636 members 
Mstep: Class 9 contains 2083 members 
Mstep: Class 10 contains 3551 members 
Mstep: Class 13 contains 5573 members 
Mstep: Class 16 contains 12072 members 
Mstep: Class 17 contains 7845 members 
Mstep: Class 18 contains 16106 members 
Mstep: Class 19 contains 5211 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 16 clusters Score -2.315935e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 5544 members 
Mstep: Class 3 contains 320110 members 
Mstep: Class 4 contains 15957 members 
Mstep: Class 5 contains 19810 members 
Mstep: Class 6 contains 8192 members 
Mstep: Class 7 contains 1219 members 
Mstep: Class 8 contains 36547 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 10 contains 3519 members 
Mstep: Class 13 contains 5569 members 
Mstep: Class 16 contains 11994 members 
Mstep: Class 17 contains 7803 members 
Mstep: Class 18 contains 15991 members 
Mstep: Class 19 contains 5195 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 16 clusters Score -2.315948e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 5554 members 
Mstep: Class 3 contains 320448 members 
Mstep: Class 4 contains 15865 members 
Mstep: Class 5 contains 19745 members 
Mstep: Class 6 contains 8229 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 36475 members 
Mstep: Class 9 contains 2110 members 
Mstep: Class 10 contains 3486 members 
Mstep: Class 13 contains 5571 members 
Mstep: Class 16 contains 11920 members 
Mstep: Class 17 contains 7775 members 
Mstep: Class 18 contains 15897 members 
Mstep: Class 19 contains 5189 members 
Entering Unmasked Estep 
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Iteration 123Q: 16 clusters Score -2.315961e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5567 members 
Mstep: Class 3 contains 320725 members 
Mstep: Class 4 contains 15805 members 
Mstep: Class 5 contains 19680 members 
Mstep: Class 6 contains 8285 members 
Mstep: Class 7 contains 1358 members 
Mstep: Class 8 contains 36415 members 
Mstep: Class 9 contains 2117 members 
Mstep: Class 10 contains 3449 members 
Mstep: Class 13 contains 5565 members 
Mstep: Class 16 contains 11853 members 
Mstep: Class 17 contains 7753 members 
Mstep: Class 18 contains 15814 members 
Mstep: Class 19 contains 5181 members 
Entering Unmasked Estep 
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Iteration 124Q: 16 clusters Score -2.315966e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 5581 members 
Mstep: Class 3 contains 320942 members 
Mstep: Class 4 contains 15774 members 
Mstep: Class 5 contains 19611 members 
Mstep: Class 6 contains 8343 members 
Mstep: Class 7 contains 1410 members 
Mstep: Class 8 contains 36375 members 
Mstep: Class 9 contains 2131 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 13 contains 5570 members 
Mstep: Class 16 contains 11798 members 
Mstep: Class 17 contains 7725 members 
Mstep: Class 18 contains 15727 members 
Mstep: Class 19 contains 5173 members 
Entering Unmasked Estep 
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Iteration 125Q: 16 clusters Score -2.315973e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 5596 members 
Mstep: Class 3 contains 321094 members 
Mstep: Class 4 contains 15760 members 
Mstep: Class 5 contains 19560 members 
Mstep: Class 6 contains 8405 members 
Mstep: Class 7 contains 1475 members 
Mstep: Class 8 contains 36340 members 
Mstep: Class 9 contains 2140 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 5568 members 
Mstep: Class 16 contains 11748 members 
Mstep: Class 17 contains 7699 members 
Mstep: Class 18 contains 15657 members 
Mstep: Class 19 contains 5164 members 
Entering Unmasked Estep 
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Iteration 126Q: 16 clusters Score -2.31598e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 5605 members 
Mstep: Class 3 contains 321178 members 
Mstep: Class 4 contains 15757 members 
Mstep: Class 5 contains 19522 members 
Mstep: Class 6 contains 8489 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 36310 members 
Mstep: Class 9 contains 2145 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 13 contains 5565 members 
Mstep: Class 16 contains 11714 members 
Mstep: Class 17 contains 7686 members 
Mstep: Class 18 contains 15594 members 
Mstep: Class 19 contains 5152 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 127Q: 16 clusters Score -2.315986e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 5615 members 
Mstep: Class 3 contains 321244 members 
Mstep: Class 4 contains 15753 members 
Mstep: Class 5 contains 19490 members 
Mstep: Class 6 contains 8571 members 
Mstep: Class 7 contains 1568 members 
Mstep: Class 8 contains 36273 members 
Mstep: Class 9 contains 2149 members 
Mstep: Class 10 contains 3314 members 
Mstep: Class 13 contains 5571 members 
Mstep: Class 16 contains 11685 members 
Mstep: Class 17 contains 7678 members 
Mstep: Class 18 contains 15536 members 
Mstep: Class 19 contains 5144 members 
Entering Unmasked Estep 
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Iteration 128Q: 16 clusters Score -2.315985e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 5624 members 
Mstep: Class 3 contains 321333 members 
Mstep: Class 4 contains 15740 members 
Mstep: Class 5 contains 19461 members 
Mstep: Class 6 contains 8656 members 
Mstep: Class 7 contains 1593 members 
Mstep: Class 8 contains 36235 members 
Mstep: Class 9 contains 2151 members 
Mstep: Class 10 contains 3284 members 
Mstep: Class 13 contains 5578 members 
Mstep: Class 16 contains 11662 members 
Mstep: Class 17 contains 7668 members 
Mstep: Class 18 contains 15486 members 
Mstep: Class 19 contains 5128 members 
Entering Unmasked Estep 
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Iteration 129Q: 16 clusters Score -2.31599e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5637 members 
Mstep: Class 3 contains 321392 members 
Mstep: Class 4 contains 15745 members 
Mstep: Class 5 contains 19437 members 
Mstep: Class 6 contains 8719 members 
Mstep: Class 7 contains 1627 members 
Mstep: Class 8 contains 36200 members 
Mstep: Class 9 contains 2156 members 
Mstep: Class 10 contains 3254 members 
Mstep: Class 13 contains 5575 members 
Mstep: Class 16 contains 11640 members 
Mstep: Class 17 contains 7662 members 
Mstep: Class 18 contains 15438 members 
Mstep: Class 19 contains 5121 members 
Entering Unmasked Estep 
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Iteration 130Q: 16 clusters Score -2.315995e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5641 members 
Mstep: Class 3 contains 321472 members 
Mstep: Class 4 contains 15737 members 
Mstep: Class 5 contains 19412 members 
Mstep: Class 6 contains 8789 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 36169 members 
Mstep: Class 9 contains 2160 members 
Mstep: Class 10 contains 3223 members 
Mstep: Class 13 contains 5573 members 
Mstep: Class 16 contains 11617 members 
Mstep: Class 17 contains 7652 members 
Mstep: Class 18 contains 15395 members 
Mstep: Class 19 contains 5117 members 
Entering Unmasked Estep 
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Iteration 131Q: 16 clusters Score -2.315996e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5644 members 
Mstep: Class 3 contains 321541 members 
Mstep: Class 4 contains 15728 members 
Mstep: Class 5 contains 19399 members 
Mstep: Class 6 contains 8838 members 
Mstep: Class 7 contains 1667 members 
Mstep: Class 8 contains 36144 members 
Mstep: Class 9 contains 2163 members 
Mstep: Class 10 contains 3194 members 
Mstep: Class 13 contains 5575 members 
Mstep: Class 16 contains 11597 members 
Mstep: Class 17 contains 7642 members 
Mstep: Class 18 contains 15356 members 
Mstep: Class 19 contains 5115 members 
Entering Unmasked Estep 
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Iteration 132Q: 16 clusters Score -2.315997e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 5653 members 
Mstep: Class 3 contains 321605 members 
Mstep: Class 4 contains 15734 members 
Mstep: Class 5 contains 19392 members 
Mstep: Class 6 contains 8883 members 
Mstep: Class 7 contains 1686 members 
Mstep: Class 8 contains 36111 members 
Mstep: Class 9 contains 2163 members 
Mstep: Class 10 contains 3163 members 
Mstep: Class 13 contains 5571 members 
Mstep: Class 16 contains 11587 members 
Mstep: Class 17 contains 7633 members 
Mstep: Class 18 contains 15315 members 
Mstep: Class 19 contains 5110 members 
Entering Unmasked Estep 
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Iteration 133Q: 16 clusters Score -2.316002e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 5660 members 
Mstep: Class 3 contains 321703 members 
Mstep: Class 4 contains 15724 members 
Mstep: Class 5 contains 19375 members 
Mstep: Class 6 contains 8929 members 
Mstep: Class 7 contains 1699 members 
Mstep: Class 8 contains 36077 members 
Mstep: Class 9 contains 2166 members 
Mstep: Class 10 contains 3144 members 
Mstep: Class 13 contains 5572 members 
Mstep: Class 16 contains 11571 members 
Mstep: Class 17 contains 7609 members 
Mstep: Class 18 contains 15284 members 
Mstep: Class 19 contains 5101 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 134Q: 16 clusters Score -2.316007e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 5664 members 
Mstep: Class 3 contains 321804 members 
Mstep: Class 4 contains 15716 members 
Mstep: Class 5 contains 19362 members 
Mstep: Class 6 contains 8967 members 
Mstep: Class 7 contains 1720 members 
Mstep: Class 8 contains 36037 members 
Mstep: Class 9 contains 2168 members 
Mstep: Class 10 contains 3123 members 
Mstep: Class 13 contains 5572 members 
Mstep: Class 16 contains 11564 members 
Mstep: Class 17 contains 7585 members 
Mstep: Class 18 contains 15239 members 
Mstep: Class 19 contains 5098 members 
Entering Unmasked Estep 
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Iteration 135Q: 16 clusters Score -2.316003e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 5681 members 
Mstep: Class 3 contains 321898 members 
Mstep: Class 4 contains 15712 members 
Mstep: Class 5 contains 19343 members 
Mstep: Class 6 contains 8994 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 35999 members 
Mstep: Class 9 contains 2170 members 
Mstep: Class 10 contains 3106 members 
Mstep: Class 13 contains 5572 members 
Mstep: Class 16 contains 11558 members 
Mstep: Class 17 contains 7562 members 
Mstep: Class 18 contains 15193 members 
Mstep: Class 19 contains 5097 members 
Entering Unmasked Estep 
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Iteration 136Q: 16 clusters Score -2.316011e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 5695 members 
Mstep: Class 3 contains 321989 members 
Mstep: Class 4 contains 15706 members 
Mstep: Class 5 contains 19321 members 
Mstep: Class 6 contains 9018 members 
Mstep: Class 7 contains 1768 members 
Mstep: Class 8 contains 35975 members 
Mstep: Class 9 contains 2175 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 13 contains 5565 members 
Mstep: Class 16 contains 11551 members 
Mstep: Class 17 contains 7539 members 
Mstep: Class 18 contains 15147 members 
Mstep: Class 19 contains 5094 members 
Entering Unmasked Estep 
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Iteration 137Q: 16 clusters Score -2.316016e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5706 members 
Mstep: Class 3 contains 322052 members 
Mstep: Class 4 contains 15708 members 
Mstep: Class 5 contains 19295 members 
Mstep: Class 6 contains 9053 members 
Mstep: Class 7 contains 1782 members 
Mstep: Class 8 contains 35947 members 
Mstep: Class 9 contains 2177 members 
Mstep: Class 10 contains 3081 members 
Mstep: Class 13 contains 5566 members 
Mstep: Class 16 contains 11546 members 
Mstep: Class 17 contains 7521 members 
Mstep: Class 18 contains 15119 members 
Mstep: Class 19 contains 5096 members 
Entering Unmasked Estep 
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Iteration 138Q: 16 clusters Score -2.316013e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 5715 members 
Mstep: Class 3 contains 322117 members 
Mstep: Class 4 contains 15707 members 
Mstep: Class 5 contains 19284 members 
Mstep: Class 6 contains 9076 members 
Mstep: Class 7 contains 1793 members 
Mstep: Class 8 contains 35927 members 
Mstep: Class 9 contains 2178 members 
Mstep: Class 10 contains 3067 members 
Mstep: Class 13 contains 5565 members 
Mstep: Class 16 contains 11542 members 
Mstep: Class 17 contains 7499 members 
Mstep: Class 18 contains 15089 members 
Mstep: Class 19 contains 5097 members 
Entering Unmasked Estep 
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Iteration 139Q: 16 clusters Score -2.316014e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 5728 members 
Mstep: Class 3 contains 322175 members 
Mstep: Class 4 contains 15713 members 
Mstep: Class 5 contains 19270 members 
Mstep: Class 6 contains 9092 members 
Mstep: Class 7 contains 1806 members 
Mstep: Class 8 contains 35903 members 
Mstep: Class 9 contains 2179 members 
Mstep: Class 10 contains 3055 members 
Mstep: Class 13 contains 5562 members 
Mstep: Class 16 contains 11538 members 
Mstep: Class 17 contains 7482 members 
Mstep: Class 18 contains 15070 members 
Mstep: Class 19 contains 5094 members 
Entering Unmasked Estep 
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Iteration 140F: 16 clusters Score -2.316011e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 5740 members 
Mstep: Class 3 contains 322220 members 
Mstep: Class 4 contains 15723 members 
Mstep: Class 5 contains 19261 members 
Mstep: Class 6 contains 9106 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 35880 members 
Mstep: Class 9 contains 2184 members 
Mstep: Class 10 contains 3039 members 
Mstep: Class 13 contains 5561 members 
Mstep: Class 16 contains 11535 members 
Mstep: Class 17 contains 7461 members 
Mstep: Class 18 contains 15056 members 
Mstep: Class 19 contains 5092 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 141Q: 16 clusters Score -2.316016e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 5750 members 
Mstep: Class 3 contains 322282 members 
Mstep: Class 4 contains 15720 members 
Mstep: Class 5 contains 19254 members 
Mstep: Class 6 contains 9113 members 
Mstep: Class 7 contains 1823 members 
Mstep: Class 8 contains 35862 members 
Mstep: Class 9 contains 2183 members 
Mstep: Class 10 contains 3031 members 
Mstep: Class 13 contains 5563 members 
Mstep: Class 16 contains 11530 members 
Mstep: Class 17 contains 7440 members 
Mstep: Class 18 contains 15036 members 
Mstep: Class 19 contains 5090 members 
Entering Unmasked Estep 
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Iteration 142Q: 16 clusters Score -2.31602e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 5763 members 
Mstep: Class 3 contains 322353 members 
Mstep: Class 4 contains 15715 members 
Mstep: Class 5 contains 19243 members 
Mstep: Class 6 contains 9121 members 
Mstep: Class 7 contains 1830 members 
Mstep: Class 8 contains 35840 members 
Mstep: Class 9 contains 2182 members 
Mstep: Class 10 contains 3026 members 
Mstep: Class 13 contains 5566 members 
Mstep: Class 16 contains 11524 members 
Mstep: Class 17 contains 7411 members 
Mstep: Class 18 contains 15017 members 
Mstep: Class 19 contains 5088 members 
Entering Unmasked Estep 
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Score: -23160200.000000 Penalty: 31796.724609
Iteration 143Q: 16 clusters Score -2.31602e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 5774 members 
Mstep: Class 3 contains 322429 members 
Mstep: Class 4 contains 15709 members 
Mstep: Class 5 contains 19236 members 
Mstep: Class 6 contains 9128 members 
Mstep: Class 7 contains 1832 members 
Mstep: Class 8 contains 35813 members 
Mstep: Class 9 contains 2182 members 
Mstep: Class 10 contains 3020 members 
Mstep: Class 13 contains 5569 members 
Mstep: Class 16 contains 11515 members 
Mstep: Class 17 contains 7391 members 
Mstep: Class 18 contains 14999 members 
Mstep: Class 19 contains 5085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160188.000000 Penalty: 31796.724609
Iteration 144Q: 16 clusters Score -2.316019e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 5788 members 
Mstep: Class 3 contains 322480 members 
Mstep: Class 4 contains 15701 members 
Mstep: Class 5 contains 19230 members 
Mstep: Class 6 contains 9139 members 
Mstep: Class 7 contains 1836 members 
Mstep: Class 8 contains 35794 members 
Mstep: Class 9 contains 2185 members 
Mstep: Class 10 contains 3016 members 
Mstep: Class 13 contains 5563 members 
Mstep: Class 16 contains 11510 members 
Mstep: Class 17 contains 7376 members 
Mstep: Class 18 contains 14987 members 
Mstep: Class 19 contains 5081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160178.000000 Penalty: 31796.724609
Iteration 145Q: 16 clusters Score -2.316018e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5799 members 
Mstep: Class 3 contains 322506 members 
Mstep: Class 4 contains 15694 members 
Mstep: Class 5 contains 19226 members 
Mstep: Class 6 contains 9155 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 35782 members 
Mstep: Class 9 contains 2186 members 
Mstep: Class 10 contains 3013 members 
Mstep: Class 13 contains 5564 members 
Mstep: Class 16 contains 11509 members 
Mstep: Class 17 contains 7365 members 
Mstep: Class 18 contains 14970 members 
Mstep: Class 19 contains 5078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160210.000000 Penalty: 31796.724609
Iteration 146Q: 16 clusters Score -2.316021e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 5808 members 
Mstep: Class 3 contains 322532 members 
Mstep: Class 4 contains 15693 members 
Mstep: Class 5 contains 19219 members 
Mstep: Class 6 contains 9175 members 
Mstep: Class 7 contains 1847 members 
Mstep: Class 8 contains 35767 members 
Mstep: Class 9 contains 2187 members 
Mstep: Class 10 contains 3007 members 
Mstep: Class 13 contains 5563 members 
Mstep: Class 16 contains 11505 members 
Mstep: Class 17 contains 7356 members 
Mstep: Class 18 contains 14953 members 
Mstep: Class 19 contains 5075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160236.000000 Penalty: 31796.724609
Iteration 147Q: 16 clusters Score -2.316024e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5813 members 
Mstep: Class 3 contains 322558 members 
Mstep: Class 4 contains 15691 members 
Mstep: Class 5 contains 19214 members 
Mstep: Class 6 contains 9189 members 
Mstep: Class 7 contains 1853 members 
Mstep: Class 8 contains 35754 members 
Mstep: Class 9 contains 2190 members 
Mstep: Class 10 contains 3002 members 
Mstep: Class 13 contains 5567 members 
Mstep: Class 16 contains 11498 members 
Mstep: Class 17 contains 7354 members 
Mstep: Class 18 contains 14932 members 
Mstep: Class 19 contains 5073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160226.000000 Penalty: 31796.724609
Iteration 148Q: 16 clusters Score -2.316023e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5818 members 
Mstep: Class 3 contains 322570 members 
Mstep: Class 4 contains 15685 members 
Mstep: Class 5 contains 19213 members 
Mstep: Class 6 contains 9209 members 
Mstep: Class 7 contains 1857 members 
Mstep: Class 8 contains 35745 members 
Mstep: Class 9 contains 2190 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 13 contains 5569 members 
Mstep: Class 16 contains 11494 members 
Mstep: Class 17 contains 7352 members 
Mstep: Class 18 contains 14918 members 
Mstep: Class 19 contains 5071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160244.000000 Penalty: 31796.724609
Iteration 149Q: 16 clusters Score -2.316024e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5818 members 
Mstep: Class 3 contains 322588 members 
Mstep: Class 4 contains 15682 members 
Mstep: Class 5 contains 19212 members 
Mstep: Class 6 contains 9222 members 
Mstep: Class 7 contains 1861 members 
Mstep: Class 8 contains 35742 members 
Mstep: Class 9 contains 2191 members 
Mstep: Class 10 contains 2993 members 
Mstep: Class 13 contains 5570 members 
Mstep: Class 16 contains 11490 members 
Mstep: Class 17 contains 7344 members 
Mstep: Class 18 contains 14907 members 
Mstep: Class 19 contains 5069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160230.000000 Penalty: 31796.724609
Iteration 150Q: 16 clusters Score -2.316023e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5819 members 
Mstep: Class 3 contains 322599 members 
Mstep: Class 4 contains 15683 members 
Mstep: Class 5 contains 19210 members 
Mstep: Class 6 contains 9236 members 
Mstep: Class 7 contains 1867 members 
Mstep: Class 8 contains 35739 members 
Mstep: Class 9 contains 2190 members 
Mstep: Class 10 contains 2992 members 
Mstep: Class 13 contains 5569 members 
Mstep: Class 16 contains 11482 members 
Mstep: Class 17 contains 7336 members 
Mstep: Class 18 contains 14900 members 
Mstep: Class 19 contains 5067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160278.000000 Penalty: 31796.724609
Iteration 151Q: 16 clusters Score -2.316028e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5821 members 
Mstep: Class 3 contains 322621 members 
Mstep: Class 4 contains 15682 members 
Mstep: Class 5 contains 19208 members 
Mstep: Class 6 contains 9248 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 35733 members 
Mstep: Class 9 contains 2191 members 
Mstep: Class 10 contains 2989 members 
Mstep: Class 13 contains 5568 members 
Mstep: Class 16 contains 11471 members 
Mstep: Class 17 contains 7325 members 
Mstep: Class 18 contains 14893 members 
Mstep: Class 19 contains 5065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160272.000000 Penalty: 31796.724609
Iteration 152Q: 16 clusters Score -2.316027e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5824 members 
Mstep: Class 3 contains 322625 members 
Mstep: Class 4 contains 15684 members 
Mstep: Class 5 contains 19206 members 
Mstep: Class 6 contains 9268 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 35728 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 2983 members 
Mstep: Class 13 contains 5566 members 
Mstep: Class 16 contains 11458 members 
Mstep: Class 17 contains 7322 members 
Mstep: Class 18 contains 14891 members 
Mstep: Class 19 contains 5063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160234.000000 Penalty: 31796.724609
Iteration 153Q: 16 clusters Score -2.316023e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5825 members 
Mstep: Class 3 contains 322629 members 
Mstep: Class 4 contains 15689 members 
Mstep: Class 5 contains 19204 members 
Mstep: Class 6 contains 9283 members 
Mstep: Class 7 contains 1884 members 
Mstep: Class 8 contains 35724 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2978 members 
Mstep: Class 13 contains 5564 members 
Mstep: Class 16 contains 11445 members 
Mstep: Class 17 contains 7318 members 
Mstep: Class 18 contains 14890 members 
Mstep: Class 19 contains 5062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160244.000000 Penalty: 31796.724609
Iteration 154Q: 16 clusters Score -2.316024e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5825 members 
Mstep: Class 3 contains 322627 members 
Mstep: Class 4 contains 15690 members 
Mstep: Class 5 contains 19201 members 
Mstep: Class 6 contains 9309 members 
Mstep: Class 7 contains 1886 members 
Mstep: Class 8 contains 35720 members 
Mstep: Class 9 contains 2196 members 
Mstep: Class 10 contains 2973 members 
Mstep: Class 13 contains 5564 members 
Mstep: Class 16 contains 11433 members 
Mstep: Class 17 contains 7315 members 
Mstep: Class 18 contains 14888 members 
Mstep: Class 19 contains 5061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160268.000000 Penalty: 31796.724609
Iteration 155Q: 16 clusters Score -2.316027e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5825 members 
Mstep: Class 3 contains 322624 members 
Mstep: Class 4 contains 15692 members 
Mstep: Class 5 contains 19198 members 
Mstep: Class 6 contains 9335 members 
Mstep: Class 7 contains 1887 members 
Mstep: Class 8 contains 35719 members 
Mstep: Class 9 contains 2198 members 
Mstep: Class 10 contains 2969 members 
Mstep: Class 13 contains 5564 members 
Mstep: Class 16 contains 11422 members 
Mstep: Class 17 contains 7312 members 
Mstep: Class 18 contains 14883 members 
Mstep: Class 19 contains 5060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160218.000000 Penalty: 31796.724609
Iteration 156Q: 16 clusters Score -2.316022e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5825 members 
Mstep: Class 3 contains 322646 members 
Mstep: Class 4 contains 15691 members 
Mstep: Class 5 contains 19193 members 
Mstep: Class 6 contains 9350 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 35719 members 
Mstep: Class 9 contains 2198 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 13 contains 5563 members 
Mstep: Class 16 contains 11414 members 
Mstep: Class 17 contains 7307 members 
Mstep: Class 18 contains 14873 members 
Mstep: Class 19 contains 5058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160226.000000 Penalty: 31796.724609
Iteration 157Q: 16 clusters Score -2.316023e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5825 members 
Mstep: Class 3 contains 322658 members 
Mstep: Class 4 contains 15693 members 
Mstep: Class 5 contains 19189 members 
Mstep: Class 6 contains 9370 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 8 contains 35718 members 
Mstep: Class 9 contains 2199 members 
Mstep: Class 10 contains 2957 members 
Mstep: Class 13 contains 5561 members 
Mstep: Class 16 contains 11408 members 
Mstep: Class 17 contains 7303 members 
Mstep: Class 18 contains 14860 members 
Mstep: Class 19 contains 5057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160240.000000 Penalty: 31796.724609
Iteration 158Q: 16 clusters Score -2.316024e+07 nChanged 72
Entering ConstructFrom: 
Score: -23160240.000000 Penalty: 31796.724609
Entering ConstructFrom: 
Trying to split cluster 1 (3000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Entering Unmasked Estep 
Score: -163889.062500 Penalty: 1301.034790
	Iteration 0F: 2 clusters Score -163889.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -161118.812500 Penalty: 2602.069580
	Iteration 0F: 3 clusters Score -161118.8 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -161754.015625 Penalty: 2602.069580
	Iteration 1F: 3 clusters Score -161754 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -161918.578125 Penalty: 2602.069580
	Iteration 2F: 3 clusters Score -161918.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -162013.937500 Penalty: 2602.069580
	Iteration 3F: 3 clusters Score -162013.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -162070.765625 Penalty: 2602.069580
	Iteration 4Q: 3 clusters Score -162070.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -162120.734375 Penalty: 2602.069580
	Iteration 5Q: 3 clusters Score -162120.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -162162.265625 Penalty: 2602.069580
	Iteration 6Q: 3 clusters Score -162162.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -162191.593750 Penalty: 2602.069580
	Iteration 7Q: 3 clusters Score -162191.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -162219.281250 Penalty: 2602.069580
	Iteration 8Q: 3 clusters Score -162219.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -162253.406250 Penalty: 2602.069580
	Iteration 9Q: 3 clusters Score -162253.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -162289.000000 Penalty: 2602.069580
	Iteration 10Q: 3 clusters Score -162289 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -162325.921875 Penalty: 2602.069580
	Iteration 11Q: 3 clusters Score -162325.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -162360.078125 Penalty: 2602.069580
	Iteration 12Q: 3 clusters Score -162360.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -162393.781250 Penalty: 2602.069580
	Iteration 13Q: 3 clusters Score -162393.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -162427.750000 Penalty: 2602.069580
	Iteration 14Q: 3 clusters Score -162427.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -162463.734375 Penalty: 2602.069580
	Iteration 15Q: 3 clusters Score -162463.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -162507.281250 Penalty: 2602.069580
	Iteration 16Q: 3 clusters Score -162507.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -162570.984375 Penalty: 2602.069580
	Iteration 17Q: 3 clusters Score -162571 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -162609.250000 Penalty: 2602.069580
	Iteration 18Q: 3 clusters Score -162609.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -162627.406250 Penalty: 2602.069580
	Iteration 19Q: 3 clusters Score -162627.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -162642.703125 Penalty: 2602.069580
	Iteration 20F: 3 clusters Score -162642.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -162651.500000 Penalty: 2602.069580
	Iteration 21Q: 3 clusters Score -162651.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -162664.203125 Penalty: 2602.069580
	Iteration 22Q: 3 clusters Score -162664.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -162675.296875 Penalty: 2602.069580
	Iteration 23Q: 3 clusters Score -162675.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -162689.781250 Penalty: 2602.069580
	Iteration 24Q: 3 clusters Score -162689.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -162704.281250 Penalty: 2602.069580
	Iteration 25Q: 3 clusters Score -162704.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -162718.968750 Penalty: 2602.069580
	Iteration 26Q: 3 clusters Score -162719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -162731.453125 Penalty: 2602.069580
	Iteration 27Q: 3 clusters Score -162731.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -162749.453125 Penalty: 2602.069580
	Iteration 28Q: 3 clusters Score -162749.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -162767.203125 Penalty: 2602.069580
	Iteration 29Q: 3 clusters Score -162767.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -162775.937500 Penalty: 2602.069580
	Iteration 30Q: 3 clusters Score -162775.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -162784.656250 Penalty: 2602.069580
	Iteration 31Q: 3 clusters Score -162784.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -162785.390625 Penalty: 2602.069580
	Iteration 32Q: 3 clusters Score -162785.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -162785.390625 Penalty: 2602.069580
	Iteration 33F: 3 clusters Score -162785.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Entering Unmasked Estep 
Score: -297248.875000 Penalty: 1408.861084
	Iteration 0F: 2 clusters Score -297248.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -292745.937500 Penalty: 2817.722168
	Iteration 0F: 3 clusters Score -292745.9 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -294061.625000 Penalty: 2817.722168
	Iteration 1F: 3 clusters Score -294061.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -294310.906250 Penalty: 2817.722168
	Iteration 2F: 3 clusters Score -294310.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -294496.093750 Penalty: 2817.722168
	Iteration 3F: 3 clusters Score -294496.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -294662.718750 Penalty: 2817.722168
	Iteration 4F: 3 clusters Score -294662.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -294826.937500 Penalty: 2817.722168
	Iteration 5Q: 3 clusters Score -294826.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -294963.437500 Penalty: 2817.722168
	Iteration 6Q: 3 clusters Score -294963.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -295099.656250 Penalty: 2817.722168
	Iteration 7Q: 3 clusters Score -295099.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -295215.437500 Penalty: 2817.722168
	Iteration 8Q: 3 clusters Score -295215.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -295326.437500 Penalty: 2817.722168
	Iteration 9Q: 3 clusters Score -295326.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -295423.093750 Penalty: 2817.722168
	Iteration 10Q: 3 clusters Score -295423.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -295509.187500 Penalty: 2817.722168
	Iteration 11Q: 3 clusters Score -295509.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -295596.843750 Penalty: 2817.722168
	Iteration 12Q: 3 clusters Score -295596.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -295683.593750 Penalty: 2817.722168
	Iteration 13Q: 3 clusters Score -295683.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -295758.750000 Penalty: 2817.722168
	Iteration 14Q: 3 clusters Score -295758.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -295831.968750 Penalty: 2817.722168
	Iteration 15Q: 3 clusters Score -295832 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -295884.968750 Penalty: 2817.722168
	Iteration 16Q: 3 clusters Score -295885 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -295926.593750 Penalty: 2817.722168
	Iteration 17Q: 3 clusters Score -295926.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -295955.375000 Penalty: 2817.722168
	Iteration 18Q: 3 clusters Score -295955.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -295978.031250 Penalty: 2817.722168
	Iteration 19Q: 3 clusters Score -295978 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -295998.718750 Penalty: 2817.722168
	Iteration 20F: 3 clusters Score -295998.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -296024.906250 Penalty: 2817.722168
	Iteration 21Q: 3 clusters Score -296024.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -296041.062500 Penalty: 2817.722168
	Iteration 22Q: 3 clusters Score -296041.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -296053.906250 Penalty: 2817.722168
	Iteration 23Q: 3 clusters Score -296053.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -296066.812500 Penalty: 2817.722168
	Iteration 24Q: 3 clusters Score -296066.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -296079.843750 Penalty: 2817.722168
	Iteration 25Q: 3 clusters Score -296079.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -296096.656250 Penalty: 2817.722168
	Iteration 26Q: 3 clusters Score -296096.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -296106.562500 Penalty: 2817.722168
	Iteration 27Q: 3 clusters Score -296106.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -296110.937500 Penalty: 2817.722168
	Iteration 28Q: 3 clusters Score -296110.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -296114.562500 Penalty: 2817.722168
	Iteration 29Q: 3 clusters Score -296114.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -296116.968750 Penalty: 2817.722168
	Iteration 30Q: 3 clusters Score -296117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -296117.781250 Penalty: 2817.722168
	Iteration 31Q: 3 clusters Score -296117.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -296119.656250 Penalty: 2817.722168
	Iteration 32Q: 3 clusters Score -296119.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -296119.843750 Penalty: 2817.722168
	Iteration 33Q: 3 clusters Score -296119.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -296121.375000 Penalty: 2817.722168
	Iteration 34Q: 3 clusters Score -296121.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -296121.281250 Penalty: 2817.722168
	Iteration 35Q: 3 clusters Score -296121.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -296121.281250 Penalty: 2817.722168
	Iteration 36F: 3 clusters Score -296121.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (322645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322645 members 
Entering Unmasked Estep 
Score: -16417434.000000 Penalty: 2061.199951
	Iteration 0F: 2 clusters Score -1.641743e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161777 members 
Mstep: Class 2 contains 160868 members 
Entering Unmasked Estep 
Score: -16199106.000000 Penalty: 4122.399902
	Iteration 0F: 3 clusters Score -1.619911e+07 nChanged 157603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172986 members 
Mstep: Class 2 contains 149659 members 
Entering Unmasked Estep 
Score: -16292805.000000 Penalty: 4122.399902
	Iteration 1F: 3 clusters Score -1.62928e+07 nChanged 9836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180948 members 
Mstep: Class 2 contains 141697 members 
Entering Unmasked Estep 
Score: -16295625.000000 Penalty: 4122.399902
	Iteration 2Q: 3 clusters Score -1.629562e+07 nChanged 13853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193753 members 
Mstep: Class 2 contains 128892 members 
Entering Unmasked Estep 
Score: -16301348.000000 Penalty: 4122.399902
	Iteration 3Q: 3 clusters Score -1.630135e+07 nChanged 20375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213476 members 
Mstep: Class 2 contains 109169 members 
Entering Unmasked Estep 
Score: -16313073.000000 Penalty: 4122.399902
	Iteration 4F: 3 clusters Score -1.631307e+07 nChanged 28013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241081 members 
Mstep: Class 2 contains 81564 members 
Entering Unmasked Estep 
Score: -16335259.000000 Penalty: 4122.399902
	Iteration 5F: 3 clusters Score -1.633526e+07 nChanged 31882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272803 members 
Mstep: Class 2 contains 49842 members 
Entering Unmasked Estep 
Score: -16365936.000000 Penalty: 4122.399902
	Iteration 6F: 3 clusters Score -1.636594e+07 nChanged 26547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299306 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -16392856.000000 Penalty: 4122.399902
	Iteration 7F: 3 clusters Score -1.639286e+07 nChanged 14946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314250 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -16407754.000000 Penalty: 4122.399902
	Iteration 8Q: 3 clusters Score -1.640775e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320181 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -16413493.000000 Penalty: 4122.399902
	Iteration 9Q: 3 clusters Score -1.641349e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321895 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -16414964.000000 Penalty: 4122.399902
	Iteration 10Q: 3 clusters Score -1.641496e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322326 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -16415364.000000 Penalty: 4122.399902
	Iteration 11Q: 3 clusters Score -1.641536e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322426 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -16415480.000000 Penalty: 4122.399902
	Iteration 12Q: 3 clusters Score -1.641548e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322458 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -16415562.000000 Penalty: 4122.399902
	Iteration 13Q: 3 clusters Score -1.641556e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322472 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -16415593.000000 Penalty: 4122.399902
	Iteration 14Q: 3 clusters Score -1.641559e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322471 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16415612.000000 Penalty: 4122.399902
	Iteration 15Q: 3 clusters Score -1.641561e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322471 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16415637.000000 Penalty: 4122.399902
	Iteration 16Q: 3 clusters Score -1.641564e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322471 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16415664.000000 Penalty: 4122.399902
	Iteration 17Q: 3 clusters Score -1.641566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322472 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -16415675.000000 Penalty: 4122.399902
	Iteration 18Q: 3 clusters Score -1.641568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322471 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16415672.000000 Penalty: 4122.399902
	Iteration 19Q: 3 clusters Score -1.641567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322470 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16415674.000000 Penalty: 4122.399902
	Iteration 20F: 3 clusters Score -1.641567e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322468 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16415682.000000 Penalty: 4122.399902
	Iteration 21Q: 3 clusters Score -1.641568e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322468 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16415682.000000 Penalty: 4122.399902
	Iteration 22F: 3 clusters Score -1.641568e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Entering Unmasked Estep 
Score: -799350.562500 Penalty: 1569.959351
	Iteration 0F: 2 clusters Score -799350.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -788424.562500 Penalty: 3139.918701
	Iteration 0F: 3 clusters Score -788424.6 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -792064.250000 Penalty: 3139.918701
	Iteration 1F: 3 clusters Score -792064.2 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -792310.062500 Penalty: 3139.918701
	Iteration 2Q: 3 clusters Score -792310.1 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -792523.750000 Penalty: 3139.918701
	Iteration 3Q: 3 clusters Score -792523.8 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -792706.375000 Penalty: 3139.918701
	Iteration 4Q: 3 clusters Score -792706.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -792900.687500 Penalty: 3139.918701
	Iteration 5Q: 3 clusters Score -792900.7 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -793105.000000 Penalty: 3139.918701
	Iteration 6Q: 3 clusters Score -793105 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -793330.750000 Penalty: 3139.918701
	Iteration 7Q: 3 clusters Score -793330.8 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -793588.687500 Penalty: 3139.918701
	Iteration 8Q: 3 clusters Score -793588.7 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -793891.937500 Penalty: 3139.918701
	Iteration 9Q: 3 clusters Score -793891.9 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -794217.687500 Penalty: 3139.918701
	Iteration 10Q: 3 clusters Score -794217.7 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -794532.437500 Penalty: 3139.918701
	Iteration 11Q: 3 clusters Score -794532.4 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -794868.062500 Penalty: 3139.918701
	Iteration 12Q: 3 clusters Score -794868.1 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -795212.875000 Penalty: 3139.918701
	Iteration 13Q: 3 clusters Score -795212.9 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -795539.375000 Penalty: 3139.918701
	Iteration 14Q: 3 clusters Score -795539.4 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -795844.125000 Penalty: 3139.918701
	Iteration 15Q: 3 clusters Score -795844.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -796083.625000 Penalty: 3139.918701
	Iteration 16Q: 3 clusters Score -796083.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -796295.937500 Penalty: 3139.918701
	Iteration 17Q: 3 clusters Score -796295.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -796497.687500 Penalty: 3139.918701
	Iteration 18Q: 3 clusters Score -796497.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -796693.687500 Penalty: 3139.918701
	Iteration 19Q: 3 clusters Score -796693.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -796830.750000 Penalty: 3139.918701
	Iteration 20F: 3 clusters Score -796830.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -796959.937500 Penalty: 3139.918701
	Iteration 21Q: 3 clusters Score -796959.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -797082.687500 Penalty: 3139.918701
	Iteration 22Q: 3 clusters Score -797082.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -797193.500000 Penalty: 3139.918701
	Iteration 23Q: 3 clusters Score -797193.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -797301.812500 Penalty: 3139.918701
	Iteration 24Q: 3 clusters Score -797301.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -797395.875000 Penalty: 3139.918701
	Iteration 25Q: 3 clusters Score -797395.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -797473.250000 Penalty: 3139.918701
	Iteration 26Q: 3 clusters Score -797473.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -797538.687500 Penalty: 3139.918701
	Iteration 27Q: 3 clusters Score -797538.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -797590.875000 Penalty: 3139.918701
	Iteration 28Q: 3 clusters Score -797590.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -797635.125000 Penalty: 3139.918701
	Iteration 29Q: 3 clusters Score -797635.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -797669.937500 Penalty: 3139.918701
	Iteration 30Q: 3 clusters Score -797669.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -797700.687500 Penalty: 3139.918701
	Iteration 31Q: 3 clusters Score -797700.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -797748.375000 Penalty: 3139.918701
	Iteration 32Q: 3 clusters Score -797748.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -797791.937500 Penalty: 3139.918701
	Iteration 33Q: 3 clusters Score -797791.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -797829.375000 Penalty: 3139.918701
	Iteration 34Q: 3 clusters Score -797829.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -797872.500000 Penalty: 3139.918701
	Iteration 35Q: 3 clusters Score -797872.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -797909.500000 Penalty: 3139.918701
	Iteration 36Q: 3 clusters Score -797909.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -797944.437500 Penalty: 3139.918701
	Iteration 37Q: 3 clusters Score -797944.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -797973.187500 Penalty: 3139.918701
	Iteration 38Q: 3 clusters Score -797973.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -797992.125000 Penalty: 3139.918701
	Iteration 39Q: 3 clusters Score -797992.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -798002.625000 Penalty: 3139.918701
	Iteration 40F: 3 clusters Score -798002.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -798010.500000 Penalty: 3139.918701
	Iteration 41Q: 3 clusters Score -798010.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -798017.312500 Penalty: 3139.918701
	Iteration 42Q: 3 clusters Score -798017.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -798021.875000 Penalty: 3139.918701
	Iteration 43Q: 3 clusters Score -798021.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -798027.687500 Penalty: 3139.918701
	Iteration 44Q: 3 clusters Score -798027.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -798035.000000 Penalty: 3139.918701
	Iteration 45Q: 3 clusters Score -798035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -798038.875000 Penalty: 3139.918701
	Iteration 46Q: 3 clusters Score -798038.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -798039.875000 Penalty: 3139.918701
	Iteration 47Q: 3 clusters Score -798039.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -798045.437500 Penalty: 3139.918701
	Iteration 48Q: 3 clusters Score -798045.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -798049.812500 Penalty: 3139.918701
	Iteration 49Q: 3 clusters Score -798049.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -798055.625000 Penalty: 3139.918701
	Iteration 50Q: 3 clusters Score -798055.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -798058.125000 Penalty: 3139.918701
	Iteration 51Q: 3 clusters Score -798058.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -798059.687500 Penalty: 3139.918701
	Iteration 52Q: 3 clusters Score -798059.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -798064.250000 Penalty: 3139.918701
	Iteration 53Q: 3 clusters Score -798064.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -798067.312500 Penalty: 3139.918701
	Iteration 54Q: 3 clusters Score -798067.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -798069.062500 Penalty: 3139.918701
	Iteration 55Q: 3 clusters Score -798069.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -798070.437500 Penalty: 3139.918701
	Iteration 56Q: 3 clusters Score -798070.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -798070.062500 Penalty: 3139.918701
	Iteration 57Q: 3 clusters Score -798070.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -798071.812500 Penalty: 3139.918701
	Iteration 58Q: 3 clusters Score -798071.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -798073.000000 Penalty: 3139.918701
	Iteration 59Q: 3 clusters Score -798073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -798073.000000 Penalty: 3139.918701
	Iteration 60F: 3 clusters Score -798073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -798073.625000 Penalty: 3139.918701
	Iteration 61Q: 3 clusters Score -798073.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -798074.687500 Penalty: 3139.918701
	Iteration 62Q: 3 clusters Score -798074.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -798077.687500 Penalty: 3139.918701
	Iteration 63Q: 3 clusters Score -798077.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -798079.562500 Penalty: 3139.918701
	Iteration 64Q: 3 clusters Score -798079.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -798082.875000 Penalty: 3139.918701
	Iteration 65Q: 3 clusters Score -798082.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -798088.812500 Penalty: 3139.918701
	Iteration 66Q: 3 clusters Score -798088.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -798092.687500 Penalty: 3139.918701
	Iteration 67Q: 3 clusters Score -798092.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -798091.687500 Penalty: 3139.918701
	Iteration 68Q: 3 clusters Score -798091.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -798093.437500 Penalty: 3139.918701
	Iteration 69Q: 3 clusters Score -798093.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -798094.562500 Penalty: 3139.918701
	Iteration 70Q: 3 clusters Score -798094.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -798099.562500 Penalty: 3139.918701
	Iteration 71Q: 3 clusters Score -798099.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -798101.875000 Penalty: 3139.918701
	Iteration 72Q: 3 clusters Score -798101.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -798104.375000 Penalty: 3139.918701
	Iteration 73Q: 3 clusters Score -798104.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -798106.437500 Penalty: 3139.918701
	Iteration 74Q: 3 clusters Score -798106.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -798108.750000 Penalty: 3139.918701
	Iteration 75Q: 3 clusters Score -798108.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -798108.937500 Penalty: 3139.918701
	Iteration 76Q: 3 clusters Score -798108.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -798108.625000 Penalty: 3139.918701
	Iteration 77Q: 3 clusters Score -798108.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -798110.187500 Penalty: 3139.918701
	Iteration 78Q: 3 clusters Score -798110.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -798111.937500 Penalty: 3139.918701
	Iteration 79Q: 3 clusters Score -798111.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -798111.437500 Penalty: 3139.918701
	Iteration 80F: 3 clusters Score -798111.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -798110.937500 Penalty: 3139.918701
	Iteration 81Q: 3 clusters Score -798110.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -798111.000000 Penalty: 3139.918701
	Iteration 82Q: 3 clusters Score -798111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -798114.000000 Penalty: 3139.918701
	Iteration 83Q: 3 clusters Score -798114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -798116.562500 Penalty: 3139.918701
	Iteration 84Q: 3 clusters Score -798116.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -798117.062500 Penalty: 3139.918701
	Iteration 85Q: 3 clusters Score -798117.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -798116.437500 Penalty: 3139.918701
	Iteration 86Q: 3 clusters Score -798116.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -798118.625000 Penalty: 3139.918701
	Iteration 87Q: 3 clusters Score -798118.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -798119.687500 Penalty: 3139.918701
	Iteration 88Q: 3 clusters Score -798119.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -798120.250000 Penalty: 3139.918701
	Iteration 89Q: 3 clusters Score -798120.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -798120.250000 Penalty: 3139.918701
	Iteration 90F: 3 clusters Score -798120.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Entering Unmasked Estep 
Score: -1025669.125000 Penalty: 1602.564697
	Iteration 0F: 2 clusters Score -1025669 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 9668 members 
Entering Unmasked Estep 
Score: -1012512.875000 Penalty: 3205.129395
	Iteration 0F: 3 clusters Score -1012513 nChanged 8628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1017137.937500 Penalty: 3205.129395
	Iteration 1F: 3 clusters Score -1017138 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1017449.000000 Penalty: 3205.129395
	Iteration 2Q: 3 clusters Score -1017449 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1017771.375000 Penalty: 3205.129395
	Iteration 3Q: 3 clusters Score -1017771 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1018168.250000 Penalty: 3205.129395
	Iteration 4Q: 3 clusters Score -1018168 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1018671.000000 Penalty: 3205.129395
	Iteration 5F: 3 clusters Score -1018671 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1019348.125000 Penalty: 3205.129395
	Iteration 6F: 3 clusters Score -1019348 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -1020281.625000 Penalty: 3205.129395
	Iteration 7F: 3 clusters Score -1020282 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -1021380.687500 Penalty: 3205.129395
	Iteration 8F: 3 clusters Score -1021381 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -1022433.500000 Penalty: 3205.129395
	Iteration 9F: 3 clusters Score -1022434 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -1023227.250000 Penalty: 3205.129395
	Iteration 10Q: 3 clusters Score -1023227 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -1023720.500000 Penalty: 3205.129395
	Iteration 11Q: 3 clusters Score -1023720 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -1023966.937500 Penalty: 3205.129395
	Iteration 12Q: 3 clusters Score -1023967 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -1024085.062500 Penalty: 3205.129395
	Iteration 13Q: 3 clusters Score -1024085 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -1024158.125000 Penalty: 3205.129395
	Iteration 14Q: 3 clusters Score -1024158 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -1024204.062500 Penalty: 3205.129395
	Iteration 15Q: 3 clusters Score -1024204 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -1024235.875000 Penalty: 3205.129395
	Iteration 16Q: 3 clusters Score -1024236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -1024261.437500 Penalty: 3205.129395
	Iteration 17Q: 3 clusters Score -1024261 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -1024281.937500 Penalty: 3205.129395
	Iteration 18Q: 3 clusters Score -1024282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -1024289.812500 Penalty: 3205.129395
	Iteration 19Q: 3 clusters Score -1024290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -1024303.562500 Penalty: 3205.129395
	Iteration 20F: 3 clusters Score -1024304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -1024308.875000 Penalty: 3205.129395
	Iteration 21Q: 3 clusters Score -1024309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -1024309.937500 Penalty: 3205.129395
	Iteration 22Q: 3 clusters Score -1024310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -1024311.000000 Penalty: 3205.129395
	Iteration 23Q: 3 clusters Score -1024311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -1024313.625000 Penalty: 3205.129395
	Iteration 24Q: 3 clusters Score -1024314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -1024313.625000 Penalty: 3205.129395
	Iteration 25F: 3 clusters Score -1024314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Entering Unmasked Estep 
Score: -513945.781250 Penalty: 1486.573730
	Iteration 0F: 2 clusters Score -513945.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -507217.218750 Penalty: 2973.147461
	Iteration 0F: 3 clusters Score -507217.2 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -509382.093750 Penalty: 2973.147461
	Iteration 1F: 3 clusters Score -509382.1 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -509636.937500 Penalty: 2973.147461
	Iteration 2F: 3 clusters Score -509636.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -509884.500000 Penalty: 2973.147461
	Iteration 3F: 3 clusters Score -509884.5 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -510167.343750 Penalty: 2973.147461
	Iteration 4F: 3 clusters Score -510167.3 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -510491.843750 Penalty: 2973.147461
	Iteration 5F: 3 clusters Score -510491.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -510898.906250 Penalty: 2973.147461
	Iteration 6F: 3 clusters Score -510898.9 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -511342.000000 Penalty: 2973.147461
	Iteration 7F: 3 clusters Score -511342 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -511757.625000 Penalty: 2973.147461
	Iteration 8F: 3 clusters Score -511757.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -512074.906250 Penalty: 2973.147461
	Iteration 9Q: 3 clusters Score -512074.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -512303.062500 Penalty: 2973.147461
	Iteration 10Q: 3 clusters Score -512303.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -512451.781250 Penalty: 2973.147461
	Iteration 11Q: 3 clusters Score -512451.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -512536.937500 Penalty: 2973.147461
	Iteration 12Q: 3 clusters Score -512536.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -512594.531250 Penalty: 2973.147461
	Iteration 13Q: 3 clusters Score -512594.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -512633.843750 Penalty: 2973.147461
	Iteration 14Q: 3 clusters Score -512633.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -512663.406250 Penalty: 2973.147461
	Iteration 15Q: 3 clusters Score -512663.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -512684.437500 Penalty: 2973.147461
	Iteration 16Q: 3 clusters Score -512684.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -512693.593750 Penalty: 2973.147461
	Iteration 17Q: 3 clusters Score -512693.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -512707.500000 Penalty: 2973.147461
	Iteration 18Q: 3 clusters Score -512707.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -512716.906250 Penalty: 2973.147461
	Iteration 19Q: 3 clusters Score -512716.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -512720.312500 Penalty: 2973.147461
	Iteration 20F: 3 clusters Score -512720.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -512726.437500 Penalty: 2973.147461
	Iteration 21Q: 3 clusters Score -512726.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -512729.343750 Penalty: 2973.147461
	Iteration 22Q: 3 clusters Score -512729.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -512730.906250 Penalty: 2973.147461
	Iteration 23Q: 3 clusters Score -512730.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -512732.343750 Penalty: 2973.147461
	Iteration 24Q: 3 clusters Score -512732.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -512732.343750 Penalty: 2973.147461
	Iteration 25F: 3 clusters Score -512732.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Entering Unmasked Estep 
Score: -93927.257812 Penalty: 1226.383301
	Iteration 0F: 2 clusters Score -93927.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -91883.609375 Penalty: 2452.766602
	Iteration 0F: 3 clusters Score -91883.61 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -92247.406250 Penalty: 2452.766602
	Iteration 1F: 3 clusters Score -92247.41 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -92340.765625 Penalty: 2452.766602
	Iteration 2F: 3 clusters Score -92340.77 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -92404.164062 Penalty: 2452.766602
	Iteration 3Q: 3 clusters Score -92404.16 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -92454.679688 Penalty: 2452.766602
	Iteration 4Q: 3 clusters Score -92454.68 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -92490.750000 Penalty: 2452.766602
	Iteration 5Q: 3 clusters Score -92490.75 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -92517.265625 Penalty: 2452.766602
	Iteration 6Q: 3 clusters Score -92517.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -92539.781250 Penalty: 2452.766602
	Iteration 7Q: 3 clusters Score -92539.78 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -92566.515625 Penalty: 2452.766602
	Iteration 8Q: 3 clusters Score -92566.52 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -92590.250000 Penalty: 2452.766602
	Iteration 9Q: 3 clusters Score -92590.25 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -92606.070312 Penalty: 2452.766602
	Iteration 10Q: 3 clusters Score -92606.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -92618.218750 Penalty: 2452.766602
	Iteration 11Q: 3 clusters Score -92618.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -92638.148438 Penalty: 2452.766602
	Iteration 12Q: 3 clusters Score -92638.15 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -92656.156250 Penalty: 2452.766602
	Iteration 13Q: 3 clusters Score -92656.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -92674.335938 Penalty: 2452.766602
	Iteration 14Q: 3 clusters Score -92674.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -92690.859375 Penalty: 2452.766602
	Iteration 15Q: 3 clusters Score -92690.86 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -92706.523438 Penalty: 2452.766602
	Iteration 16Q: 3 clusters Score -92706.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -92717.710938 Penalty: 2452.766602
	Iteration 17Q: 3 clusters Score -92717.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -92726.585938 Penalty: 2452.766602
	Iteration 18Q: 3 clusters Score -92726.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -92734.593750 Penalty: 2452.766602
	Iteration 19Q: 3 clusters Score -92734.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -92744.632812 Penalty: 2452.766602
	Iteration 20F: 3 clusters Score -92744.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -92754.664062 Penalty: 2452.766602
	Iteration 21Q: 3 clusters Score -92754.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -92761.656250 Penalty: 2452.766602
	Iteration 22Q: 3 clusters Score -92761.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -92767.625000 Penalty: 2452.766602
	Iteration 23Q: 3 clusters Score -92767.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -92773.015625 Penalty: 2452.766602
	Iteration 24Q: 3 clusters Score -92773.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -92776.585938 Penalty: 2452.766602
	Iteration 25Q: 3 clusters Score -92776.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -92779.609375 Penalty: 2452.766602
	Iteration 26Q: 3 clusters Score -92779.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -92780.898438 Penalty: 2452.766602
	Iteration 27Q: 3 clusters Score -92780.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -92783.109375 Penalty: 2452.766602
	Iteration 28Q: 3 clusters Score -92783.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -92784.539062 Penalty: 2452.766602
	Iteration 29Q: 3 clusters Score -92784.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -92785.453125 Penalty: 2452.766602
	Iteration 30Q: 3 clusters Score -92785.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -92788.609375 Penalty: 2452.766602
	Iteration 31Q: 3 clusters Score -92788.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -92791.437500 Penalty: 2452.766602
	Iteration 32Q: 3 clusters Score -92791.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -92791.875000 Penalty: 2452.766602
	Iteration 33Q: 3 clusters Score -92791.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -92794.656250 Penalty: 2452.766602
	Iteration 34Q: 3 clusters Score -92794.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -92797.468750 Penalty: 2452.766602
	Iteration 35Q: 3 clusters Score -92797.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -92798.929688 Penalty: 2452.766602
	Iteration 36Q: 3 clusters Score -92798.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -92800.250000 Penalty: 2452.766602
	Iteration 37Q: 3 clusters Score -92800.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -92800.742188 Penalty: 2452.766602
	Iteration 38Q: 3 clusters Score -92800.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -92801.156250 Penalty: 2452.766602
	Iteration 39Q: 3 clusters Score -92801.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -92801.156250 Penalty: 2452.766602
	Iteration 40F: 3 clusters Score -92801.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Entering Unmasked Estep 
Score: -1869963.250000 Penalty: 1703.544922
	Iteration 0F: 2 clusters Score -1869963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -1845889.625000 Penalty: 3407.089844
	Iteration 0F: 3 clusters Score -1845890 nChanged 16667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -1855217.250000 Penalty: 3407.089844
	Iteration 1F: 3 clusters Score -1855217 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -1855711.250000 Penalty: 3407.089844
	Iteration 2Q: 3 clusters Score -1855711 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1856378.375000 Penalty: 3407.089844
	Iteration 3Q: 3 clusters Score -1856378 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1857497.000000 Penalty: 3407.089844
	Iteration 4F: 3 clusters Score -1857497 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1859386.750000 Penalty: 3407.089844
	Iteration 5F: 3 clusters Score -1859387 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1862183.625000 Penalty: 3407.089844
	Iteration 6F: 3 clusters Score -1862184 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1864968.875000 Penalty: 3407.089844
	Iteration 7F: 3 clusters Score -1864969 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1866981.000000 Penalty: 3407.089844
	Iteration 8F: 3 clusters Score -1866981 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1867858.250000 Penalty: 3407.089844
	Iteration 9Q: 3 clusters Score -1867858 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1868226.000000 Penalty: 3407.089844
	Iteration 10Q: 3 clusters Score -1868226 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1868357.375000 Penalty: 3407.089844
	Iteration 11Q: 3 clusters Score -1868357 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1868420.500000 Penalty: 3407.089844
	Iteration 12Q: 3 clusters Score -1868420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1868467.250000 Penalty: 3407.089844
	Iteration 13Q: 3 clusters Score -1868467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1868486.250000 Penalty: 3407.089844
	Iteration 14Q: 3 clusters Score -1868486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1868498.250000 Penalty: 3407.089844
	Iteration 15Q: 3 clusters Score -1868498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1868504.250000 Penalty: 3407.089844
	Iteration 16Q: 3 clusters Score -1868504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1868508.375000 Penalty: 3407.089844
	Iteration 17Q: 3 clusters Score -1868508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1868517.000000 Penalty: 3407.089844
	Iteration 18Q: 3 clusters Score -1868517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1868528.125000 Penalty: 3407.089844
	Iteration 19Q: 3 clusters Score -1868528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1868534.250000 Penalty: 3407.089844
	Iteration 20F: 3 clusters Score -1868534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1868536.500000 Penalty: 3407.089844
	Iteration 21Q: 3 clusters Score -1868536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1868537.250000 Penalty: 3407.089844
	Iteration 22Q: 3 clusters Score -1868537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1868538.500000 Penalty: 3407.089844
	Iteration 23Q: 3 clusters Score -1868538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1868538.500000 Penalty: 3407.089844
	Iteration 24F: 3 clusters Score -1868538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Entering Unmasked Estep 
Score: -98526.781250 Penalty: 1250.560669
	Iteration 0F: 2 clusters Score -98526.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -96309.031250 Penalty: 2501.121338
	Iteration 0F: 3 clusters Score -96309.03 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -96819.507812 Penalty: 2501.121338
	Iteration 1F: 3 clusters Score -96819.51 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -96945.570312 Penalty: 2501.121338
	Iteration 2F: 3 clusters Score -96945.57 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -97007.828125 Penalty: 2501.121338
	Iteration 3Q: 3 clusters Score -97007.83 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -97056.218750 Penalty: 2501.121338
	Iteration 4Q: 3 clusters Score -97056.22 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -97100.101562 Penalty: 2501.121338
	Iteration 5Q: 3 clusters Score -97100.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -97146.992188 Penalty: 2501.121338
	Iteration 6Q: 3 clusters Score -97146.99 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -97209.867188 Penalty: 2501.121338
	Iteration 7Q: 3 clusters Score -97209.87 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -97259.812500 Penalty: 2501.121338
	Iteration 8Q: 3 clusters Score -97259.81 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -97297.476562 Penalty: 2501.121338
	Iteration 9Q: 3 clusters Score -97297.48 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -97335.015625 Penalty: 2501.121338
	Iteration 10Q: 3 clusters Score -97335.02 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -97369.562500 Penalty: 2501.121338
	Iteration 11Q: 3 clusters Score -97369.56 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -97406.109375 Penalty: 2501.121338
	Iteration 12Q: 3 clusters Score -97406.11 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -97442.515625 Penalty: 2501.121338
	Iteration 13Q: 3 clusters Score -97442.52 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -97474.937500 Penalty: 2501.121338
	Iteration 14Q: 3 clusters Score -97474.94 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -97505.070312 Penalty: 2501.121338
	Iteration 15Q: 3 clusters Score -97505.07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -97530.296875 Penalty: 2501.121338
	Iteration 16Q: 3 clusters Score -97530.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -97556.578125 Penalty: 2501.121338
	Iteration 17Q: 3 clusters Score -97556.58 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -97578.664062 Penalty: 2501.121338
	Iteration 18Q: 3 clusters Score -97578.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -97598.859375 Penalty: 2501.121338
	Iteration 19Q: 3 clusters Score -97598.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -97610.164062 Penalty: 2501.121338
	Iteration 20F: 3 clusters Score -97610.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -97619.914062 Penalty: 2501.121338
	Iteration 21Q: 3 clusters Score -97619.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -97627.132812 Penalty: 2501.121338
	Iteration 22Q: 3 clusters Score -97627.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -97632.632812 Penalty: 2501.121338
	Iteration 23Q: 3 clusters Score -97632.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -97641.851562 Penalty: 2501.121338
	Iteration 24Q: 3 clusters Score -97641.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -97654.132812 Penalty: 2501.121338
	Iteration 25Q: 3 clusters Score -97654.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -97662.328125 Penalty: 2501.121338
	Iteration 26Q: 3 clusters Score -97662.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -97671.023438 Penalty: 2501.121338
	Iteration 27Q: 3 clusters Score -97671.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -97680.226562 Penalty: 2501.121338
	Iteration 28Q: 3 clusters Score -97680.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -97687.226562 Penalty: 2501.121338
	Iteration 29Q: 3 clusters Score -97687.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -97692.789062 Penalty: 2501.121338
	Iteration 30Q: 3 clusters Score -97692.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -97698.093750 Penalty: 2501.121338
	Iteration 31Q: 3 clusters Score -97698.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -97706.531250 Penalty: 2501.121338
	Iteration 32Q: 3 clusters Score -97706.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -97712.226562 Penalty: 2501.121338
	Iteration 33Q: 3 clusters Score -97712.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -97724.804688 Penalty: 2501.121338
	Iteration 34Q: 3 clusters Score -97724.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -97733.000000 Penalty: 2501.121338
	Iteration 35Q: 3 clusters Score -97733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -97744.343750 Penalty: 2501.121338
	Iteration 36Q: 3 clusters Score -97744.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -97753.882812 Penalty: 2501.121338
	Iteration 37Q: 3 clusters Score -97753.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -97766.320312 Penalty: 2501.121338
	Iteration 38Q: 3 clusters Score -97766.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -97786.164062 Penalty: 2501.121338
	Iteration 39Q: 3 clusters Score -97786.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -97802.492188 Penalty: 2501.121338
	Iteration 40F: 3 clusters Score -97802.49 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -97821.281250 Penalty: 2501.121338
	Iteration 41Q: 3 clusters Score -97821.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -97834.890625 Penalty: 2501.121338
	Iteration 42Q: 3 clusters Score -97834.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -97852.445312 Penalty: 2501.121338
	Iteration 43Q: 3 clusters Score -97852.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -97869.648438 Penalty: 2501.121338
	Iteration 44Q: 3 clusters Score -97869.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -97883.492188 Penalty: 2501.121338
	Iteration 45Q: 3 clusters Score -97883.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -97899.992188 Penalty: 2501.121338
	Iteration 46Q: 3 clusters Score -97899.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -97915.773438 Penalty: 2501.121338
	Iteration 47Q: 3 clusters Score -97915.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -97939.078125 Penalty: 2501.121338
	Iteration 48Q: 3 clusters Score -97939.08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -97961.742188 Penalty: 2501.121338
	Iteration 49Q: 3 clusters Score -97961.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -97978.039062 Penalty: 2501.121338
	Iteration 50Q: 3 clusters Score -97978.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -97985.015625 Penalty: 2501.121338
	Iteration 51Q: 3 clusters Score -97985.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -97992.289062 Penalty: 2501.121338
	Iteration 52Q: 3 clusters Score -97992.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -98005.757812 Penalty: 2501.121338
	Iteration 53Q: 3 clusters Score -98005.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -98018.453125 Penalty: 2501.121338
	Iteration 54Q: 3 clusters Score -98018.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -98027.187500 Penalty: 2501.121338
	Iteration 55Q: 3 clusters Score -98027.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -98036.179688 Penalty: 2501.121338
	Iteration 56Q: 3 clusters Score -98036.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -98039.953125 Penalty: 2501.121338
	Iteration 57Q: 3 clusters Score -98039.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -98044.046875 Penalty: 2501.121338
	Iteration 58Q: 3 clusters Score -98044.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -98046.796875 Penalty: 2501.121338
	Iteration 59Q: 3 clusters Score -98046.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -98049.500000 Penalty: 2501.121338
	Iteration 60F: 3 clusters Score -98049.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -98051.007812 Penalty: 2501.121338
	Iteration 61Q: 3 clusters Score -98051.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -98052.492188 Penalty: 2501.121338
	Iteration 62Q: 3 clusters Score -98052.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -98053.757812 Penalty: 2501.121338
	Iteration 63Q: 3 clusters Score -98053.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -98054.500000 Penalty: 2501.121338
	Iteration 64Q: 3 clusters Score -98054.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -98054.812500 Penalty: 2501.121338
	Iteration 65Q: 3 clusters Score -98054.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -98055.250000 Penalty: 2501.121338
	Iteration 66Q: 3 clusters Score -98055.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -98055.250000 Penalty: 2501.121338
	Iteration 67F: 3 clusters Score -98055.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Entering Unmasked Estep 
Score: -140653.437500 Penalty: 1298.358643
	Iteration 0F: 2 clusters Score -140653.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -137950.218750 Penalty: 2596.717285
	Iteration 0F: 3 clusters Score -137950.2 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -138607.250000 Penalty: 2596.717285
	Iteration 1F: 3 clusters Score -138607.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -138804.421875 Penalty: 2596.717285
	Iteration 2F: 3 clusters Score -138804.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -138928.937500 Penalty: 2596.717285
	Iteration 3F: 3 clusters Score -138928.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -139029.437500 Penalty: 2596.717285
	Iteration 4Q: 3 clusters Score -139029.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -139135.187500 Penalty: 2596.717285
	Iteration 5Q: 3 clusters Score -139135.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -139252.968750 Penalty: 2596.717285
	Iteration 6Q: 3 clusters Score -139253 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -139375.265625 Penalty: 2596.717285
	Iteration 7Q: 3 clusters Score -139375.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -139477.234375 Penalty: 2596.717285
	Iteration 8Q: 3 clusters Score -139477.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -139584.421875 Penalty: 2596.717285
	Iteration 9Q: 3 clusters Score -139584.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -139678.531250 Penalty: 2596.717285
	Iteration 10Q: 3 clusters Score -139678.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -139736.750000 Penalty: 2596.717285
	Iteration 11Q: 3 clusters Score -139736.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -139783.859375 Penalty: 2596.717285
	Iteration 12Q: 3 clusters Score -139783.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -139817.406250 Penalty: 2596.717285
	Iteration 13Q: 3 clusters Score -139817.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -139838.171875 Penalty: 2596.717285
	Iteration 14Q: 3 clusters Score -139838.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -139849.796875 Penalty: 2596.717285
	Iteration 15Q: 3 clusters Score -139849.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -139858.046875 Penalty: 2596.717285
	Iteration 16Q: 3 clusters Score -139858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -139865.000000 Penalty: 2596.717285
	Iteration 17Q: 3 clusters Score -139865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -139874.062500 Penalty: 2596.717285
	Iteration 18Q: 3 clusters Score -139874.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -139877.734375 Penalty: 2596.717285
	Iteration 19Q: 3 clusters Score -139877.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -139880.156250 Penalty: 2596.717285
	Iteration 20F: 3 clusters Score -139880.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -139883.484375 Penalty: 2596.717285
	Iteration 21Q: 3 clusters Score -139883.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -139885.156250 Penalty: 2596.717285
	Iteration 22Q: 3 clusters Score -139885.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -139886.015625 Penalty: 2596.717285
	Iteration 23Q: 3 clusters Score -139886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -139887.265625 Penalty: 2596.717285
	Iteration 24Q: 3 clusters Score -139887.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -139887.328125 Penalty: 2596.717285
	Iteration 25Q: 3 clusters Score -139887.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -139887.328125 Penalty: 2596.717285
	Iteration 26F: 3 clusters Score -139887.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Entering Unmasked Estep 
Score: -290915.906250 Penalty: 1401.324097
	Iteration 0F: 2 clusters Score -290915.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -286591.531250 Penalty: 2802.648193
	Iteration 0F: 3 clusters Score -286591.5 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -287817.937500 Penalty: 2802.648193
	Iteration 1F: 3 clusters Score -287817.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -288015.250000 Penalty: 2802.648193
	Iteration 2F: 3 clusters Score -288015.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -288150.187500 Penalty: 2802.648193
	Iteration 3F: 3 clusters Score -288150.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -288246.750000 Penalty: 2802.648193
	Iteration 4Q: 3 clusters Score -288246.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -288334.562500 Penalty: 2802.648193
	Iteration 5Q: 3 clusters Score -288334.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -288410.968750 Penalty: 2802.648193
	Iteration 6Q: 3 clusters Score -288411 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -288483.968750 Penalty: 2802.648193
	Iteration 7Q: 3 clusters Score -288484 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -288559.312500 Penalty: 2802.648193
	Iteration 8Q: 3 clusters Score -288559.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -288650.875000 Penalty: 2802.648193
	Iteration 9Q: 3 clusters Score -288650.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -288723.937500 Penalty: 2802.648193
	Iteration 10Q: 3 clusters Score -288723.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -288803.000000 Penalty: 2802.648193
	Iteration 11Q: 3 clusters Score -288803 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -288897.812500 Penalty: 2802.648193
	Iteration 12Q: 3 clusters Score -288897.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -289022.125000 Penalty: 2802.648193
	Iteration 13Q: 3 clusters Score -289022.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -289139.031250 Penalty: 2802.648193
	Iteration 14Q: 3 clusters Score -289139 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -289243.656250 Penalty: 2802.648193
	Iteration 15Q: 3 clusters Score -289243.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -289326.375000 Penalty: 2802.648193
	Iteration 16Q: 3 clusters Score -289326.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -289405.875000 Penalty: 2802.648193
	Iteration 17Q: 3 clusters Score -289405.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -289470.781250 Penalty: 2802.648193
	Iteration 18Q: 3 clusters Score -289470.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -289516.312500 Penalty: 2802.648193
	Iteration 19Q: 3 clusters Score -289516.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -289549.875000 Penalty: 2802.648193
	Iteration 20F: 3 clusters Score -289549.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -289574.562500 Penalty: 2802.648193
	Iteration 21Q: 3 clusters Score -289574.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -289596.875000 Penalty: 2802.648193
	Iteration 22Q: 3 clusters Score -289596.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -289618.843750 Penalty: 2802.648193
	Iteration 23Q: 3 clusters Score -289618.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -289631.187500 Penalty: 2802.648193
	Iteration 24Q: 3 clusters Score -289631.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -289643.062500 Penalty: 2802.648193
	Iteration 25Q: 3 clusters Score -289643.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -289649.593750 Penalty: 2802.648193
	Iteration 26Q: 3 clusters Score -289649.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -289655.437500 Penalty: 2802.648193
	Iteration 27Q: 3 clusters Score -289655.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -289661.906250 Penalty: 2802.648193
	Iteration 28Q: 3 clusters Score -289661.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -289665.687500 Penalty: 2802.648193
	Iteration 29Q: 3 clusters Score -289665.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -289669.593750 Penalty: 2802.648193
	Iteration 30Q: 3 clusters Score -289669.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -289671.000000 Penalty: 2802.648193
	Iteration 31Q: 3 clusters Score -289671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -289673.281250 Penalty: 2802.648193
	Iteration 32Q: 3 clusters Score -289673.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -289674.531250 Penalty: 2802.648193
	Iteration 33Q: 3 clusters Score -289674.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -289675.718750 Penalty: 2802.648193
	Iteration 34Q: 3 clusters Score -289675.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -289678.031250 Penalty: 2802.648193
	Iteration 35Q: 3 clusters Score -289678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -289678.093750 Penalty: 2802.648193
	Iteration 36Q: 3 clusters Score -289678.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -289678.093750 Penalty: 2802.648193
	Iteration 37F: 3 clusters Score -289678.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Entering Unmasked Estep 
Score: -613838.375000 Penalty: 1518.029419
	Iteration 0F: 2 clusters Score -613838.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -605781.312500 Penalty: 3036.058838
	Iteration 0F: 3 clusters Score -605781.3 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -608346.062500 Penalty: 3036.058838
	Iteration 1F: 3 clusters Score -608346.1 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -608612.750000 Penalty: 3036.058838
	Iteration 2F: 3 clusters Score -608612.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -608791.187500 Penalty: 3036.058838
	Iteration 3Q: 3 clusters Score -608791.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -608930.375000 Penalty: 3036.058838
	Iteration 4Q: 3 clusters Score -608930.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -609042.437500 Penalty: 3036.058838
	Iteration 5Q: 3 clusters Score -609042.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -609159.000000 Penalty: 3036.058838
	Iteration 6Q: 3 clusters Score -609159 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -609277.437500 Penalty: 3036.058838
	Iteration 7Q: 3 clusters Score -609277.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -609426.750000 Penalty: 3036.058838
	Iteration 8Q: 3 clusters Score -609426.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -609607.250000 Penalty: 3036.058838
	Iteration 9Q: 3 clusters Score -609607.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -609838.875000 Penalty: 3036.058838
	Iteration 10Q: 3 clusters Score -609838.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -610141.000000 Penalty: 3036.058838
	Iteration 11Q: 3 clusters Score -610141 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -610510.562500 Penalty: 3036.058838
	Iteration 12Q: 3 clusters Score -610510.6 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -610936.687500 Penalty: 3036.058838
	Iteration 13F: 3 clusters Score -610936.7 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -611333.875000 Penalty: 3036.058838
	Iteration 14Q: 3 clusters Score -611333.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -611663.875000 Penalty: 3036.058838
	Iteration 15Q: 3 clusters Score -611663.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -611920.500000 Penalty: 3036.058838
	Iteration 16Q: 3 clusters Score -611920.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -612134.250000 Penalty: 3036.058838
	Iteration 17Q: 3 clusters Score -612134.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -612291.875000 Penalty: 3036.058838
	Iteration 18Q: 3 clusters Score -612291.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -612392.312500 Penalty: 3036.058838
	Iteration 19Q: 3 clusters Score -612392.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -612442.875000 Penalty: 3036.058838
	Iteration 20F: 3 clusters Score -612442.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -612475.125000 Penalty: 3036.058838
	Iteration 21Q: 3 clusters Score -612475.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -612500.687500 Penalty: 3036.058838
	Iteration 22Q: 3 clusters Score -612500.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -612519.375000 Penalty: 3036.058838
	Iteration 23Q: 3 clusters Score -612519.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -612531.750000 Penalty: 3036.058838
	Iteration 24Q: 3 clusters Score -612531.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -612537.500000 Penalty: 3036.058838
	Iteration 25Q: 3 clusters Score -612537.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -612545.875000 Penalty: 3036.058838
	Iteration 26Q: 3 clusters Score -612545.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -612549.812500 Penalty: 3036.058838
	Iteration 27Q: 3 clusters Score -612549.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -612552.812500 Penalty: 3036.058838
	Iteration 28Q: 3 clusters Score -612552.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -612554.187500 Penalty: 3036.058838
	Iteration 29Q: 3 clusters Score -612554.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -612557.437500 Penalty: 3036.058838
	Iteration 30Q: 3 clusters Score -612557.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -612562.437500 Penalty: 3036.058838
	Iteration 31Q: 3 clusters Score -612562.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -612564.500000 Penalty: 3036.058838
	Iteration 32Q: 3 clusters Score -612564.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -612567.937500 Penalty: 3036.058838
	Iteration 33Q: 3 clusters Score -612567.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -612571.187500 Penalty: 3036.058838
	Iteration 34Q: 3 clusters Score -612571.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -612575.937500 Penalty: 3036.058838
	Iteration 35Q: 3 clusters Score -612575.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -612580.437500 Penalty: 3036.058838
	Iteration 36Q: 3 clusters Score -612580.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -612585.625000 Penalty: 3036.058838
	Iteration 37Q: 3 clusters Score -612585.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -612589.937500 Penalty: 3036.058838
	Iteration 38Q: 3 clusters Score -612589.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -612594.312500 Penalty: 3036.058838
	Iteration 39Q: 3 clusters Score -612594.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -612596.250000 Penalty: 3036.058838
	Iteration 40F: 3 clusters Score -612596.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -612597.000000 Penalty: 3036.058838
	Iteration 41Q: 3 clusters Score -612597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -612598.375000 Penalty: 3036.058838
	Iteration 42Q: 3 clusters Score -612598.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -612597.937500 Penalty: 3036.058838
	Iteration 43Q: 3 clusters Score -612597.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -612598.500000 Penalty: 3036.058838
	Iteration 44Q: 3 clusters Score -612598.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -612599.687500 Penalty: 3036.058838
	Iteration 45Q: 3 clusters Score -612599.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -612600.875000 Penalty: 3036.058838
	Iteration 46Q: 3 clusters Score -612600.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -612601.062500 Penalty: 3036.058838
	Iteration 47Q: 3 clusters Score -612601.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -612601.500000 Penalty: 3036.058838
	Iteration 48Q: 3 clusters Score -612601.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -612602.687500 Penalty: 3036.058838
	Iteration 49Q: 3 clusters Score -612602.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -612604.187500 Penalty: 3036.058838
	Iteration 50Q: 3 clusters Score -612604.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -612604.187500 Penalty: 3036.058838
	Iteration 51Q: 3 clusters Score -612604.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -612604.187500 Penalty: 3036.058838
	Iteration 52F: 3 clusters Score -612604.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Entering Unmasked Estep 
Score: -398239.875000 Penalty: 1445.628784
	Iteration 0F: 2 clusters Score -398239.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -392881.656250 Penalty: 2891.257568
	Iteration 0F: 3 clusters Score -392881.7 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -394451.500000 Penalty: 2891.257568
	Iteration 1F: 3 clusters Score -394451.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -394637.031250 Penalty: 2891.257568
	Iteration 2F: 3 clusters Score -394637 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -394753.375000 Penalty: 2891.257568
	Iteration 3Q: 3 clusters Score -394753.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -394821.562500 Penalty: 2891.257568
	Iteration 4Q: 3 clusters Score -394821.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -394881.968750 Penalty: 2891.257568
	Iteration 5Q: 3 clusters Score -394882 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -394956.843750 Penalty: 2891.257568
	Iteration 6Q: 3 clusters Score -394956.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -395035.437500 Penalty: 2891.257568
	Iteration 7Q: 3 clusters Score -395035.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -395113.906250 Penalty: 2891.257568
	Iteration 8Q: 3 clusters Score -395113.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -395194.406250 Penalty: 2891.257568
	Iteration 9Q: 3 clusters Score -395194.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -395265.843750 Penalty: 2891.257568
	Iteration 10Q: 3 clusters Score -395265.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -395332.656250 Penalty: 2891.257568
	Iteration 11Q: 3 clusters Score -395332.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -395405.562500 Penalty: 2891.257568
	Iteration 12Q: 3 clusters Score -395405.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -395483.625000 Penalty: 2891.257568
	Iteration 13Q: 3 clusters Score -395483.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -395580.781250 Penalty: 2891.257568
	Iteration 14Q: 3 clusters Score -395580.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -395685.937500 Penalty: 2891.257568
	Iteration 15Q: 3 clusters Score -395685.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -395796.156250 Penalty: 2891.257568
	Iteration 16Q: 3 clusters Score -395796.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -395905.187500 Penalty: 2891.257568
	Iteration 17Q: 3 clusters Score -395905.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -396018.312500 Penalty: 2891.257568
	Iteration 18Q: 3 clusters Score -396018.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -396148.062500 Penalty: 2891.257568
	Iteration 19Q: 3 clusters Score -396148.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -396263.687500 Penalty: 2891.257568
	Iteration 20F: 3 clusters Score -396263.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -396357.062500 Penalty: 2891.257568
	Iteration 21Q: 3 clusters Score -396357.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -396431.000000 Penalty: 2891.257568
	Iteration 22Q: 3 clusters Score -396431 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -396504.500000 Penalty: 2891.257568
	Iteration 23Q: 3 clusters Score -396504.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -396564.562500 Penalty: 2891.257568
	Iteration 24Q: 3 clusters Score -396564.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -396619.656250 Penalty: 2891.257568
	Iteration 25Q: 3 clusters Score -396619.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -396658.656250 Penalty: 2891.257568
	Iteration 26Q: 3 clusters Score -396658.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -396688.125000 Penalty: 2891.257568
	Iteration 27Q: 3 clusters Score -396688.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -396715.312500 Penalty: 2891.257568
	Iteration 28Q: 3 clusters Score -396715.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -396740.656250 Penalty: 2891.257568
	Iteration 29Q: 3 clusters Score -396740.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -396760.906250 Penalty: 2891.257568
	Iteration 30Q: 3 clusters Score -396760.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -396780.093750 Penalty: 2891.257568
	Iteration 31Q: 3 clusters Score -396780.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -396791.875000 Penalty: 2891.257568
	Iteration 32Q: 3 clusters Score -396791.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -396804.281250 Penalty: 2891.257568
	Iteration 33Q: 3 clusters Score -396804.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -396815.750000 Penalty: 2891.257568
	Iteration 34Q: 3 clusters Score -396815.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -396826.437500 Penalty: 2891.257568
	Iteration 35Q: 3 clusters Score -396826.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -396836.468750 Penalty: 2891.257568
	Iteration 36Q: 3 clusters Score -396836.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -396849.500000 Penalty: 2891.257568
	Iteration 37Q: 3 clusters Score -396849.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -396862.312500 Penalty: 2891.257568
	Iteration 38Q: 3 clusters Score -396862.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -396877.187500 Penalty: 2891.257568
	Iteration 39Q: 3 clusters Score -396877.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -396888.718750 Penalty: 2891.257568
	Iteration 40F: 3 clusters Score -396888.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -396895.687500 Penalty: 2891.257568
	Iteration 41Q: 3 clusters Score -396895.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -396903.937500 Penalty: 2891.257568
	Iteration 42Q: 3 clusters Score -396903.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -396915.625000 Penalty: 2891.257568
	Iteration 43Q: 3 clusters Score -396915.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -396924.343750 Penalty: 2891.257568
	Iteration 44Q: 3 clusters Score -396924.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -396926.843750 Penalty: 2891.257568
	Iteration 45Q: 3 clusters Score -396926.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -396928.250000 Penalty: 2891.257568
	Iteration 46Q: 3 clusters Score -396928.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -396929.218750 Penalty: 2891.257568
	Iteration 47Q: 3 clusters Score -396929.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -396931.437500 Penalty: 2891.257568
	Iteration 48Q: 3 clusters Score -396931.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -396931.437500 Penalty: 2891.257568
	Iteration 49F: 3 clusters Score -396931.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Entering Unmasked Estep 
Score: -775946.187500 Penalty: 1560.946167
	Iteration 0F: 2 clusters Score -775946.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -765701.312500 Penalty: 3121.892334
	Iteration 0F: 3 clusters Score -765701.3 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -769326.062500 Penalty: 3121.892334
	Iteration 1F: 3 clusters Score -769326.1 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -769749.187500 Penalty: 3121.892334
	Iteration 2F: 3 clusters Score -769749.2 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -770206.437500 Penalty: 3121.892334
	Iteration 3F: 3 clusters Score -770206.4 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -770830.250000 Penalty: 3121.892334
	Iteration 4F: 3 clusters Score -770830.2 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -771643.500000 Penalty: 3121.892334
	Iteration 5F: 3 clusters Score -771643.5 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -772578.312500 Penalty: 3121.892334
	Iteration 6F: 3 clusters Score -772578.3 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -773416.812500 Penalty: 3121.892334
	Iteration 7F: 3 clusters Score -773416.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -773959.937500 Penalty: 3121.892334
	Iteration 8Q: 3 clusters Score -773959.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -774240.750000 Penalty: 3121.892334
	Iteration 9Q: 3 clusters Score -774240.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -774393.625000 Penalty: 3121.892334
	Iteration 10Q: 3 clusters Score -774393.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -774465.187500 Penalty: 3121.892334
	Iteration 11Q: 3 clusters Score -774465.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -774498.375000 Penalty: 3121.892334
	Iteration 12Q: 3 clusters Score -774498.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -774530.437500 Penalty: 3121.892334
	Iteration 13Q: 3 clusters Score -774530.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -774550.687500 Penalty: 3121.892334
	Iteration 14Q: 3 clusters Score -774550.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -774560.125000 Penalty: 3121.892334
	Iteration 15Q: 3 clusters Score -774560.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -774572.250000 Penalty: 3121.892334
	Iteration 16Q: 3 clusters Score -774572.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -774584.062500 Penalty: 3121.892334
	Iteration 17Q: 3 clusters Score -774584.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -774594.062500 Penalty: 3121.892334
	Iteration 18Q: 3 clusters Score -774594.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -774601.500000 Penalty: 3121.892334
	Iteration 19Q: 3 clusters Score -774601.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -774601.500000 Penalty: 3121.892334
	Iteration 20F: 3 clusters Score -774601.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Entering Unmasked Estep 
Score: -277737.406250 Penalty: 1385.853760
	Iteration 0F: 2 clusters Score -277737.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -273729.375000 Penalty: 2771.707520
	Iteration 0F: 3 clusters Score -273729.4 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -274827.562500 Penalty: 2771.707520
	Iteration 1F: 3 clusters Score -274827.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -274987.062500 Penalty: 2771.707520
	Iteration 2F: 3 clusters Score -274987.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -275082.937500 Penalty: 2771.707520
	Iteration 3Q: 3 clusters Score -275082.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -275145.375000 Penalty: 2771.707520
	Iteration 4Q: 3 clusters Score -275145.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -275191.187500 Penalty: 2771.707520
	Iteration 5Q: 3 clusters Score -275191.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -275222.531250 Penalty: 2771.707520
	Iteration 6Q: 3 clusters Score -275222.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -275244.593750 Penalty: 2771.707520
	Iteration 7Q: 3 clusters Score -275244.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -275261.906250 Penalty: 2771.707520
	Iteration 8Q: 3 clusters Score -275261.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -275275.906250 Penalty: 2771.707520
	Iteration 9Q: 3 clusters Score -275275.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -275292.187500 Penalty: 2771.707520
	Iteration 10Q: 3 clusters Score -275292.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -275307.656250 Penalty: 2771.707520
	Iteration 11Q: 3 clusters Score -275307.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -275327.468750 Penalty: 2771.707520
	Iteration 12Q: 3 clusters Score -275327.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -275346.625000 Penalty: 2771.707520
	Iteration 13Q: 3 clusters Score -275346.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -275360.531250 Penalty: 2771.707520
	Iteration 14Q: 3 clusters Score -275360.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -275373.375000 Penalty: 2771.707520
	Iteration 15Q: 3 clusters Score -275373.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -275387.437500 Penalty: 2771.707520
	Iteration 16Q: 3 clusters Score -275387.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -275404.593750 Penalty: 2771.707520
	Iteration 17Q: 3 clusters Score -275404.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -275425.156250 Penalty: 2771.707520
	Iteration 18Q: 3 clusters Score -275425.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -275456.750000 Penalty: 2771.707520
	Iteration 19Q: 3 clusters Score -275456.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -275492.656250 Penalty: 2771.707520
	Iteration 20F: 3 clusters Score -275492.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -275539.968750 Penalty: 2771.707520
	Iteration 21Q: 3 clusters Score -275540 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -275600.406250 Penalty: 2771.707520
	Iteration 22Q: 3 clusters Score -275600.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -275687.281250 Penalty: 2771.707520
	Iteration 23Q: 3 clusters Score -275687.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -275779.250000 Penalty: 2771.707520
	Iteration 24Q: 3 clusters Score -275779.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -275872.500000 Penalty: 2771.707520
	Iteration 25Q: 3 clusters Score -275872.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -275944.750000 Penalty: 2771.707520
	Iteration 26Q: 3 clusters Score -275944.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -276008.625000 Penalty: 2771.707520
	Iteration 27Q: 3 clusters Score -276008.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -276073.250000 Penalty: 2771.707520
	Iteration 28Q: 3 clusters Score -276073.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -276128.937500 Penalty: 2771.707520
	Iteration 29Q: 3 clusters Score -276128.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -276181.093750 Penalty: 2771.707520
	Iteration 30Q: 3 clusters Score -276181.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -276219.531250 Penalty: 2771.707520
	Iteration 31Q: 3 clusters Score -276219.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -276245.718750 Penalty: 2771.707520
	Iteration 32Q: 3 clusters Score -276245.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -276263.125000 Penalty: 2771.707520
	Iteration 33Q: 3 clusters Score -276263.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -276272.500000 Penalty: 2771.707520
	Iteration 34Q: 3 clusters Score -276272.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -276277.031250 Penalty: 2771.707520
	Iteration 35Q: 3 clusters Score -276277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -276281.281250 Penalty: 2771.707520
	Iteration 36Q: 3 clusters Score -276281.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -276283.687500 Penalty: 2771.707520
	Iteration 37Q: 3 clusters Score -276283.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -276286.875000 Penalty: 2771.707520
	Iteration 38Q: 3 clusters Score -276286.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -276292.781250 Penalty: 2771.707520
	Iteration 39Q: 3 clusters Score -276292.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -276299.375000 Penalty: 2771.707520
	Iteration 40F: 3 clusters Score -276299.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -276305.156250 Penalty: 2771.707520
	Iteration 41Q: 3 clusters Score -276305.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -276312.281250 Penalty: 2771.707520
	Iteration 42Q: 3 clusters Score -276312.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -276319.312500 Penalty: 2771.707520
	Iteration 43Q: 3 clusters Score -276319.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -276324.312500 Penalty: 2771.707520
	Iteration 44Q: 3 clusters Score -276324.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -276329.156250 Penalty: 2771.707520
	Iteration 45Q: 3 clusters Score -276329.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -276333.406250 Penalty: 2771.707520
	Iteration 46Q: 3 clusters Score -276333.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -276336.906250 Penalty: 2771.707520
	Iteration 47Q: 3 clusters Score -276336.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -276340.500000 Penalty: 2771.707520
	Iteration 48Q: 3 clusters Score -276340.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -276342.843750 Penalty: 2771.707520
	Iteration 49Q: 3 clusters Score -276342.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -276344.625000 Penalty: 2771.707520
	Iteration 50Q: 3 clusters Score -276344.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -276346.468750 Penalty: 2771.707520
	Iteration 51Q: 3 clusters Score -276346.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -276346.906250 Penalty: 2771.707520
	Iteration 52Q: 3 clusters Score -276346.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -276348.375000 Penalty: 2771.707520
	Iteration 53Q: 3 clusters Score -276348.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -276349.218750 Penalty: 2771.707520
	Iteration 54Q: 3 clusters Score -276349.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -276349.781250 Penalty: 2771.707520
	Iteration 55Q: 3 clusters Score -276349.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -276350.125000 Penalty: 2771.707520
	Iteration 56Q: 3 clusters Score -276350.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -276350.375000 Penalty: 2771.707520
	Iteration 57Q: 3 clusters Score -276350.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -276350.468750 Penalty: 2771.707520
	Iteration 58Q: 3 clusters Score -276350.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -276350.468750 Penalty: 2771.707520
	Iteration 59F: 3 clusters Score -276350.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5825 members 
Mstep: Class 3 contains 322645 members 
Mstep: Class 4 contains 15698 members 
Mstep: Class 5 contains 19186 members 
Mstep: Class 6 contains 9397 members 
Mstep: Class 7 contains 1895 members 
Mstep: Class 8 contains 35716 members 
Mstep: Class 9 contains 2199 members 
Mstep: Class 10 contains 2951 members 
Mstep: Class 13 contains 5561 members 
Mstep: Class 16 contains 11404 members 
Mstep: Class 17 contains 7304 members 
Mstep: Class 18 contains 14851 members 
Mstep: Class 19 contains 5056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160252.000000 Penalty: 31796.724609
Iteration 159Q: 16 clusters Score -2.316025e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5825 members 
Mstep: Class 3 contains 322641 members 
Mstep: Class 4 contains 15695 members 
Mstep: Class 5 contains 19181 members 
Mstep: Class 6 contains 9422 members 
Mstep: Class 7 contains 1898 members 
Mstep: Class 8 contains 35714 members 
Mstep: Class 9 contains 2199 members 
Mstep: Class 10 contains 2948 members 
Mstep: Class 13 contains 5561 members 
Mstep: Class 16 contains 11401 members 
Mstep: Class 17 contains 7302 members 
Mstep: Class 18 contains 14846 members 
Mstep: Class 19 contains 5055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160270.000000 Penalty: 31796.724609
Iteration 160F: 16 clusters Score -2.316027e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5825 members 
Mstep: Class 3 contains 322637 members 
Mstep: Class 4 contains 15692 members 
Mstep: Class 5 contains 19178 members 
Mstep: Class 6 contains 9444 members 
Mstep: Class 7 contains 1899 members 
Mstep: Class 8 contains 35713 members 
Mstep: Class 9 contains 2200 members 
Mstep: Class 10 contains 2946 members 
Mstep: Class 13 contains 5563 members 
Mstep: Class 16 contains 11400 members 
Mstep: Class 17 contains 7301 members 
Mstep: Class 18 contains 14837 members 
Mstep: Class 19 contains 5053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160266.000000 Penalty: 31796.724609
Iteration 161Q: 16 clusters Score -2.316027e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5826 members 
Mstep: Class 3 contains 322638 members 
Mstep: Class 4 contains 15690 members 
Mstep: Class 5 contains 19176 members 
Mstep: Class 6 contains 9462 members 
Mstep: Class 7 contains 1901 members 
Mstep: Class 8 contains 35710 members 
Mstep: Class 9 contains 2201 members 
Mstep: Class 10 contains 2945 members 
Mstep: Class 13 contains 5564 members 
Mstep: Class 16 contains 11397 members 
Mstep: Class 17 contains 7298 members 
Mstep: Class 18 contains 14827 members 
Mstep: Class 19 contains 5053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160310.000000 Penalty: 31796.724609
Iteration 162Q: 16 clusters Score -2.316031e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5828 members 
Mstep: Class 3 contains 322642 members 
Mstep: Class 4 contains 15691 members 
Mstep: Class 5 contains 19172 members 
Mstep: Class 6 contains 9477 members 
Mstep: Class 7 contains 1904 members 
Mstep: Class 8 contains 35706 members 
Mstep: Class 9 contains 2201 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 13 contains 5566 members 
Mstep: Class 16 contains 11394 members 
Mstep: Class 17 contains 7295 members 
Mstep: Class 18 contains 14815 members 
Mstep: Class 19 contains 5053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160286.000000 Penalty: 31796.724609
Iteration 163Q: 16 clusters Score -2.316029e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5829 members 
Mstep: Class 3 contains 322649 members 
Mstep: Class 4 contains 15689 members 
Mstep: Class 5 contains 19171 members 
Mstep: Class 6 contains 9486 members 
Mstep: Class 7 contains 1908 members 
Mstep: Class 8 contains 35706 members 
Mstep: Class 9 contains 2200 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 13 contains 5565 members 
Mstep: Class 16 contains 11390 members 
Mstep: Class 17 contains 7293 members 
Mstep: Class 18 contains 14805 members 
Mstep: Class 19 contains 5053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160306.000000 Penalty: 31796.724609
Iteration 164Q: 16 clusters Score -2.316031e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5829 members 
Mstep: Class 3 contains 322654 members 
Mstep: Class 4 contains 15689 members 
Mstep: Class 5 contains 19169 members 
Mstep: Class 6 contains 9488 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 35706 members 
Mstep: Class 9 contains 2200 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 13 contains 5565 members 
Mstep: Class 16 contains 11385 members 
Mstep: Class 17 contains 7290 members 
Mstep: Class 18 contains 14800 members 
Mstep: Class 19 contains 5053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160334.000000 Penalty: 31796.724609
Iteration 165Q: 16 clusters Score -2.316033e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5829 members 
Mstep: Class 3 contains 322649 members 
Mstep: Class 4 contains 15689 members 
Mstep: Class 5 contains 19168 members 
Mstep: Class 6 contains 9501 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 35705 members 
Mstep: Class 9 contains 2199 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 13 contains 5565 members 
Mstep: Class 16 contains 11382 members 
Mstep: Class 17 contains 7286 members 
Mstep: Class 18 contains 14796 members 
Mstep: Class 19 contains 5053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160292.000000 Penalty: 31796.724609
Iteration 166Q: 16 clusters Score -2.316029e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5829 members 
Mstep: Class 3 contains 322639 members 
Mstep: Class 4 contains 15689 members 
Mstep: Class 5 contains 19168 members 
Mstep: Class 6 contains 9516 members 
Mstep: Class 7 contains 1926 members 
Mstep: Class 8 contains 35703 members 
Mstep: Class 9 contains 2199 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 13 contains 5564 members 
Mstep: Class 16 contains 11379 members 
Mstep: Class 17 contains 7284 members 
Mstep: Class 18 contains 14795 members 
Mstep: Class 19 contains 5053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160312.000000 Penalty: 31796.724609
Iteration 167Q: 16 clusters Score -2.316031e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5829 members 
Mstep: Class 3 contains 322632 members 
Mstep: Class 4 contains 15689 members 
Mstep: Class 5 contains 19168 members 
Mstep: Class 6 contains 9524 members 
Mstep: Class 7 contains 1931 members 
Mstep: Class 8 contains 35703 members 
Mstep: Class 9 contains 2199 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 13 contains 5564 members 
Mstep: Class 16 contains 11377 members 
Mstep: Class 17 contains 7282 members 
Mstep: Class 18 contains 14793 members 
Mstep: Class 19 contains 5053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160340.000000 Penalty: 31796.724609
Iteration 168Q: 16 clusters Score -2.316034e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5829 members 
Mstep: Class 3 contains 322630 members 
Mstep: Class 4 contains 15689 members 
Mstep: Class 5 contains 19168 members 
Mstep: Class 6 contains 9528 members 
Mstep: Class 7 contains 1936 members 
Mstep: Class 8 contains 35703 members 
Mstep: Class 9 contains 2199 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 13 contains 5564 members 
Mstep: Class 16 contains 11374 members 
Mstep: Class 17 contains 7281 members 
Mstep: Class 18 contains 14790 members 
Mstep: Class 19 contains 5053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160362.000000 Penalty: 31796.724609
Iteration 169Q: 16 clusters Score -2.316036e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5829 members 
Mstep: Class 3 contains 322626 members 
Mstep: Class 4 contains 15689 members 
Mstep: Class 5 contains 19168 members 
Mstep: Class 6 contains 9539 members 
Mstep: Class 7 contains 1937 members 
Mstep: Class 8 contains 35704 members 
Mstep: Class 9 contains 2199 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 13 contains 5564 members 
Mstep: Class 16 contains 11371 members 
Mstep: Class 17 contains 7277 members 
Mstep: Class 18 contains 14789 members 
Mstep: Class 19 contains 5053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160348.000000 Penalty: 31796.724609
Iteration 170Q: 16 clusters Score -2.316035e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 5829 members 
Mstep: Class 3 contains 322626 members 
Mstep: Class 4 contains 15689 members 
Mstep: Class 5 contains 19168 members 
Mstep: Class 6 contains 9548 members 
Mstep: Class 7 contains 1938 members 
Mstep: Class 8 contains 35704 members 
Mstep: Class 9 contains 2199 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 13 contains 5564 members 
Mstep: Class 16 contains 11371 members 
Mstep: Class 17 contains 7276 members 
Mstep: Class 18 contains 14781 members 
Mstep: Class 19 contains 5053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160372.000000 Penalty: 31796.724609
Iteration 171Q: 16 clusters Score -2.316037e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5829 members 
Mstep: Class 3 contains 322621 members 
Mstep: Class 4 contains 15689 members 
Mstep: Class 5 contains 19168 members 
Mstep: Class 6 contains 9559 members 
Mstep: Class 7 contains 1941 members 
Mstep: Class 8 contains 35704 members 
Mstep: Class 9 contains 2199 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 13 contains 5564 members 
Mstep: Class 16 contains 11371 members 
Mstep: Class 17 contains 7273 members 
Mstep: Class 18 contains 14776 members 
Mstep: Class 19 contains 5053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160374.000000 Penalty: 31796.724609
Iteration 172Q: 16 clusters Score -2.316037e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5829 members 
Mstep: Class 3 contains 322607 members 
Mstep: Class 4 contains 15689 members 
Mstep: Class 5 contains 19168 members 
Mstep: Class 6 contains 9577 members 
Mstep: Class 7 contains 1943 members 
Mstep: Class 8 contains 35703 members 
Mstep: Class 9 contains 2199 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 13 contains 5564 members 
Mstep: Class 16 contains 11369 members 
Mstep: Class 17 contains 7272 members 
Mstep: Class 18 contains 14774 members 
Mstep: Class 19 contains 5053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160376.000000 Penalty: 31796.724609
Iteration 173Q: 16 clusters Score -2.316038e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5829 members 
Mstep: Class 3 contains 322602 members 
Mstep: Class 4 contains 15688 members 
Mstep: Class 5 contains 19169 members 
Mstep: Class 6 contains 9587 members 
Mstep: Class 7 contains 1944 members 
Mstep: Class 8 contains 35703 members 
Mstep: Class 9 contains 2199 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 13 contains 5564 members 
Mstep: Class 16 contains 11369 members 
Mstep: Class 17 contains 7268 members 
Mstep: Class 18 contains 14772 members 
Mstep: Class 19 contains 5053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160394.000000 Penalty: 31796.724609
Iteration 174Q: 16 clusters Score -2.316039e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5830 members 
Mstep: Class 3 contains 322594 members 
Mstep: Class 4 contains 15689 members 
Mstep: Class 5 contains 19169 members 
Mstep: Class 6 contains 9596 members 
Mstep: Class 7 contains 1945 members 
Mstep: Class 8 contains 35703 members 
Mstep: Class 9 contains 2199 members 
Mstep: Class 10 contains 2943 members 
Mstep: Class 13 contains 5564 members 
Mstep: Class 16 contains 11369 members 
Mstep: Class 17 contains 7265 members 
Mstep: Class 18 contains 14772 members 
Mstep: Class 19 contains 5053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160408.000000 Penalty: 31796.724609
Iteration 175Q: 16 clusters Score -2.316041e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5832 members 
Mstep: Class 3 contains 322585 members 
Mstep: Class 4 contains 15689 members 
Mstep: Class 5 contains 19169 members 
Mstep: Class 6 contains 9607 members 
Mstep: Class 7 contains 1945 members 
Mstep: Class 8 contains 35702 members 
Mstep: Class 9 contains 2199 members 
Mstep: Class 10 contains 2942 members 
Mstep: Class 13 contains 5564 members 
Mstep: Class 16 contains 11369 members 
Mstep: Class 17 contains 7263 members 
Mstep: Class 18 contains 14772 members 
Mstep: Class 19 contains 5053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160380.000000 Penalty: 31796.724609
Iteration 176Q: 16 clusters Score -2.316038e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5835 members 
Mstep: Class 3 contains 322569 members 
Mstep: Class 4 contains 15690 members 
Mstep: Class 5 contains 19169 members 
Mstep: Class 6 contains 9626 members 
Mstep: Class 7 contains 1945 members 
Mstep: Class 8 contains 35699 members 
Mstep: Class 9 contains 2199 members 
Mstep: Class 10 contains 2941 members 
Mstep: Class 13 contains 5564 members 
Mstep: Class 16 contains 11369 members 
Mstep: Class 17 contains 7260 members 
Mstep: Class 18 contains 14772 members 
Mstep: Class 19 contains 5053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160388.000000 Penalty: 31796.724609
Iteration 177Q: 16 clusters Score -2.316039e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5838 members 
Mstep: Class 3 contains 322552 members 
Mstep: Class 4 contains 15691 members 
Mstep: Class 5 contains 19168 members 
Mstep: Class 6 contains 9646 members 
Mstep: Class 7 contains 1945 members 
Mstep: Class 8 contains 35696 members 
Mstep: Class 9 contains 2199 members 
Mstep: Class 10 contains 2939 members 
Mstep: Class 13 contains 5565 members 
Mstep: Class 16 contains 11369 members 
Mstep: Class 17 contains 7257 members 
Mstep: Class 18 contains 14772 members 
Mstep: Class 19 contains 5054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160368.000000 Penalty: 31796.724609
Iteration 178Q: 16 clusters Score -2.316037e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5838 members 
Mstep: Class 3 contains 322541 members 
Mstep: Class 4 contains 15693 members 
Mstep: Class 5 contains 19168 members 
Mstep: Class 6 contains 9660 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 35695 members 
Mstep: Class 9 contains 2199 members 
Mstep: Class 10 contains 2936 members 
Mstep: Class 13 contains 5565 members 
Mstep: Class 16 contains 11368 members 
Mstep: Class 17 contains 7255 members 
Mstep: Class 18 contains 14772 members 
Mstep: Class 19 contains 5053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160370.000000 Penalty: 31796.724609
Iteration 179Q: 16 clusters Score -2.316037e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5838 members 
Mstep: Class 3 contains 322521 members 
Mstep: Class 4 contains 15696 members 
Mstep: Class 5 contains 19168 members 
Mstep: Class 6 contains 9681 members 
Mstep: Class 7 contains 1949 members 
Mstep: Class 8 contains 35695 members 
Mstep: Class 9 contains 2199 members 
Mstep: Class 10 contains 2932 members 
Mstep: Class 13 contains 5565 members 
Mstep: Class 16 contains 11368 members 
Mstep: Class 17 contains 7255 members 
Mstep: Class 18 contains 14772 members 
Mstep: Class 19 contains 5052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160328.000000 Penalty: 31796.724609
Iteration 180F: 16 clusters Score -2.316033e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5838 members 
Mstep: Class 3 contains 322514 members 
Mstep: Class 4 contains 15694 members 
Mstep: Class 5 contains 19168 members 
Mstep: Class 6 contains 9695 members 
Mstep: Class 7 contains 1950 members 
Mstep: Class 8 contains 35694 members 
Mstep: Class 9 contains 2199 members 
Mstep: Class 10 contains 2930 members 
Mstep: Class 13 contains 5565 members 
Mstep: Class 16 contains 11368 members 
Mstep: Class 17 contains 7253 members 
Mstep: Class 18 contains 14773 members 
Mstep: Class 19 contains 5050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160336.000000 Penalty: 31796.724609
Iteration 181Q: 16 clusters Score -2.316034e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5838 members 
Mstep: Class 3 contains 322504 members 
Mstep: Class 4 contains 15694 members 
Mstep: Class 5 contains 19168 members 
Mstep: Class 6 contains 9708 members 
Mstep: Class 7 contains 1953 members 
Mstep: Class 8 contains 35694 members 
Mstep: Class 9 contains 2198 members 
Mstep: Class 10 contains 2928 members 
Mstep: Class 13 contains 5565 members 
Mstep: Class 16 contains 11368 members 
Mstep: Class 17 contains 7253 members 
Mstep: Class 18 contains 14773 members 
Mstep: Class 19 contains 5047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160338.000000 Penalty: 31796.724609
Iteration 182Q: 16 clusters Score -2.316034e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5838 members 
Mstep: Class 3 contains 322503 members 
Mstep: Class 4 contains 15696 members 
Mstep: Class 5 contains 19168 members 
Mstep: Class 6 contains 9709 members 
Mstep: Class 7 contains 1955 members 
Mstep: Class 8 contains 35693 members 
Mstep: Class 9 contains 2198 members 
Mstep: Class 10 contains 2925 members 
Mstep: Class 13 contains 5565 members 
Mstep: Class 16 contains 11368 members 
Mstep: Class 17 contains 7254 members 
Mstep: Class 18 contains 14774 members 
Mstep: Class 19 contains 5045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160358.000000 Penalty: 31796.724609
Iteration 183Q: 16 clusters Score -2.316036e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5838 members 
Mstep: Class 3 contains 322502 members 
Mstep: Class 4 contains 15699 members 
Mstep: Class 5 contains 19168 members 
Mstep: Class 6 contains 9710 members 
Mstep: Class 7 contains 1956 members 
Mstep: Class 8 contains 35693 members 
Mstep: Class 9 contains 2198 members 
Mstep: Class 10 contains 2922 members 
Mstep: Class 13 contains 5565 members 
Mstep: Class 16 contains 11368 members 
Mstep: Class 17 contains 7254 members 
Mstep: Class 18 contains 14774 members 
Mstep: Class 19 contains 5044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160362.000000 Penalty: 31796.724609
Iteration 184Q: 16 clusters Score -2.316036e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5838 members 
Mstep: Class 3 contains 322503 members 
Mstep: Class 4 contains 15697 members 
Mstep: Class 5 contains 19168 members 
Mstep: Class 6 contains 9711 members 
Mstep: Class 7 contains 1958 members 
Mstep: Class 8 contains 35694 members 
Mstep: Class 9 contains 2198 members 
Mstep: Class 10 contains 2921 members 
Mstep: Class 13 contains 5565 members 
Mstep: Class 16 contains 11368 members 
Mstep: Class 17 contains 7254 members 
Mstep: Class 18 contains 14774 members 
Mstep: Class 19 contains 5042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160364.000000 Penalty: 31796.724609
Iteration 185Q: 16 clusters Score -2.316036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5838 members 
Mstep: Class 3 contains 322501 members 
Mstep: Class 4 contains 15697 members 
Mstep: Class 5 contains 19168 members 
Mstep: Class 6 contains 9714 members 
Mstep: Class 7 contains 1959 members 
Mstep: Class 8 contains 35693 members 
Mstep: Class 9 contains 2198 members 
Mstep: Class 10 contains 2921 members 
Mstep: Class 13 contains 5565 members 
Mstep: Class 16 contains 11368 members 
Mstep: Class 17 contains 7254 members 
Mstep: Class 18 contains 14774 members 
Mstep: Class 19 contains 5041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160354.000000 Penalty: 31796.724609
Iteration 186Q: 16 clusters Score -2.316035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5838 members 
Mstep: Class 3 contains 322499 members 
Mstep: Class 4 contains 15696 members 
Mstep: Class 5 contains 19168 members 
Mstep: Class 6 contains 9716 members 
Mstep: Class 7 contains 1962 members 
Mstep: Class 8 contains 35692 members 
Mstep: Class 9 contains 2198 members 
Mstep: Class 10 contains 2921 members 
Mstep: Class 13 contains 5565 members 
Mstep: Class 16 contains 11368 members 
Mstep: Class 17 contains 7254 members 
Mstep: Class 18 contains 14774 members 
Mstep: Class 19 contains 5040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160368.000000 Penalty: 31796.724609
Iteration 187Q: 16 clusters Score -2.316037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5838 members 
Mstep: Class 3 contains 322498 members 
Mstep: Class 4 contains 15696 members 
Mstep: Class 5 contains 19168 members 
Mstep: Class 6 contains 9716 members 
Mstep: Class 7 contains 1964 members 
Mstep: Class 8 contains 35691 members 
Mstep: Class 9 contains 2198 members 
Mstep: Class 10 contains 2921 members 
Mstep: Class 13 contains 5565 members 
Mstep: Class 16 contains 11368 members 
Mstep: Class 17 contains 7254 members 
Mstep: Class 18 contains 14774 members 
Mstep: Class 19 contains 5040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160378.000000 Penalty: 31796.724609
Iteration 188Q: 16 clusters Score -2.316038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5838 members 
Mstep: Class 3 contains 322495 members 
Mstep: Class 4 contains 15696 members 
Mstep: Class 5 contains 19168 members 
Mstep: Class 6 contains 9717 members 
Mstep: Class 7 contains 1965 members 
Mstep: Class 8 contains 35692 members 
Mstep: Class 9 contains 2198 members 
Mstep: Class 10 contains 2921 members 
Mstep: Class 13 contains 5565 members 
Mstep: Class 16 contains 11368 members 
Mstep: Class 17 contains 7254 members 
Mstep: Class 18 contains 14774 members 
Mstep: Class 19 contains 5040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160372.000000 Penalty: 31796.724609
Iteration 189Q: 16 clusters Score -2.316037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5838 members 
Mstep: Class 3 contains 322493 members 
Mstep: Class 4 contains 15696 members 
Mstep: Class 5 contains 19168 members 
Mstep: Class 6 contains 9718 members 
Mstep: Class 7 contains 1965 members 
Mstep: Class 8 contains 35693 members 
Mstep: Class 9 contains 2198 members 
Mstep: Class 10 contains 2921 members 
Mstep: Class 13 contains 5565 members 
Mstep: Class 16 contains 11368 members 
Mstep: Class 17 contains 7254 members 
Mstep: Class 18 contains 14774 members 
Mstep: Class 19 contains 5040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160372.000000 Penalty: 31796.724609
Iteration 190Q: 16 clusters Score -2.316037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5838 members 
Mstep: Class 3 contains 322492 members 
Mstep: Class 4 contains 15696 members 
Mstep: Class 5 contains 19168 members 
Mstep: Class 6 contains 9719 members 
Mstep: Class 7 contains 1965 members 
Mstep: Class 8 contains 35693 members 
Mstep: Class 9 contains 2198 members 
Mstep: Class 10 contains 2921 members 
Mstep: Class 13 contains 5565 members 
Mstep: Class 16 contains 11368 members 
Mstep: Class 17 contains 7254 members 
Mstep: Class 18 contains 14774 members 
Mstep: Class 19 contains 5040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160370.000000 Penalty: 31796.724609
Iteration 191Q: 16 clusters Score -2.316037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5838 members 
Mstep: Class 3 contains 322489 members 
Mstep: Class 4 contains 15696 members 
Mstep: Class 5 contains 19168 members 
Mstep: Class 6 contains 9722 members 
Mstep: Class 7 contains 1965 members 
Mstep: Class 8 contains 35693 members 
Mstep: Class 9 contains 2198 members 
Mstep: Class 10 contains 2921 members 
Mstep: Class 13 contains 5565 members 
Mstep: Class 16 contains 11368 members 
Mstep: Class 17 contains 7254 members 
Mstep: Class 18 contains 14774 members 
Mstep: Class 19 contains 5040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160370.000000 Penalty: 31796.724609
Iteration 192Q: 16 clusters Score -2.316037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5838 members 
Mstep: Class 3 contains 322485 members 
Mstep: Class 4 contains 15696 members 
Mstep: Class 5 contains 19168 members 
Mstep: Class 6 contains 9726 members 
Mstep: Class 7 contains 1965 members 
Mstep: Class 8 contains 35693 members 
Mstep: Class 9 contains 2198 members 
Mstep: Class 10 contains 2921 members 
Mstep: Class 13 contains 5565 members 
Mstep: Class 16 contains 11368 members 
Mstep: Class 17 contains 7254 members 
Mstep: Class 18 contains 14774 members 
Mstep: Class 19 contains 5040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160360.000000 Penalty: 31796.724609
Iteration 193Q: 16 clusters Score -2.316036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5838 members 
Mstep: Class 3 contains 322484 members 
Mstep: Class 4 contains 15696 members 
Mstep: Class 5 contains 19168 members 
Mstep: Class 6 contains 9728 members 
Mstep: Class 7 contains 1965 members 
Mstep: Class 8 contains 35692 members 
Mstep: Class 9 contains 2198 members 
Mstep: Class 10 contains 2921 members 
Mstep: Class 13 contains 5565 members 
Mstep: Class 16 contains 11368 members 
Mstep: Class 17 contains 7254 members 
Mstep: Class 18 contains 14774 members 
Mstep: Class 19 contains 5040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160356.000000 Penalty: 31796.724609
Iteration 194Q: 16 clusters Score -2.316036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5838 members 
Mstep: Class 3 contains 322483 members 
Mstep: Class 4 contains 15696 members 
Mstep: Class 5 contains 19168 members 
Mstep: Class 6 contains 9729 members 
Mstep: Class 7 contains 1965 members 
Mstep: Class 8 contains 35692 members 
Mstep: Class 9 contains 2198 members 
Mstep: Class 10 contains 2921 members 
Mstep: Class 13 contains 5565 members 
Mstep: Class 16 contains 11368 members 
Mstep: Class 17 contains 7254 members 
Mstep: Class 18 contains 14774 members 
Mstep: Class 19 contains 5040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160366.000000 Penalty: 31796.724609
Iteration 195Q: 16 clusters Score -2.316037e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5838 members 
Mstep: Class 3 contains 322483 members 
Mstep: Class 4 contains 15696 members 
Mstep: Class 5 contains 19168 members 
Mstep: Class 6 contains 9729 members 
Mstep: Class 7 contains 1965 members 
Mstep: Class 8 contains 35692 members 
Mstep: Class 9 contains 2198 members 
Mstep: Class 10 contains 2921 members 
Mstep: Class 13 contains 5565 members 
Mstep: Class 16 contains 11368 members 
Mstep: Class 17 contains 7254 members 
Mstep: Class 18 contains 14774 members 
Mstep: Class 19 contains 5040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160366.000000 Penalty: 31796.724609
Iteration 196F: 16 clusters Score -2.316037e+07 nChanged 0
Entering ConstructFrom: 
Score: -23160366.000000 Penalty: 31796.724609
Entering ConstructFrom: 
Trying to split cluster 1 (2997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Entering Unmasked Estep 
Score: -163728.078125 Penalty: 1300.872192
	Iteration 0F: 2 clusters Score -163728.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -161003.015625 Penalty: 2601.744385
	Iteration 0F: 3 clusters Score -161003 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -161626.984375 Penalty: 2601.744385
	Iteration 1F: 3 clusters Score -161627 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -161768.281250 Penalty: 2601.744385
	Iteration 2F: 3 clusters Score -161768.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -161861.531250 Penalty: 2601.744385
	Iteration 3F: 3 clusters Score -161861.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -161914.453125 Penalty: 2601.744385
	Iteration 4Q: 3 clusters Score -161914.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -161959.000000 Penalty: 2601.744385
	Iteration 5Q: 3 clusters Score -161959 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -161986.765625 Penalty: 2601.744385
	Iteration 6Q: 3 clusters Score -161986.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -162002.937500 Penalty: 2601.744385
	Iteration 7Q: 3 clusters Score -162002.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -162021.046875 Penalty: 2601.744385
	Iteration 8Q: 3 clusters Score -162021 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -162033.921875 Penalty: 2601.744385
	Iteration 9Q: 3 clusters Score -162033.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -162043.171875 Penalty: 2601.744385
	Iteration 10Q: 3 clusters Score -162043.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -162048.437500 Penalty: 2601.744385
	Iteration 11Q: 3 clusters Score -162048.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -162053.250000 Penalty: 2601.744385
	Iteration 12Q: 3 clusters Score -162053.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -162056.328125 Penalty: 2601.744385
	Iteration 13Q: 3 clusters Score -162056.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -162060.015625 Penalty: 2601.744385
	Iteration 14Q: 3 clusters Score -162060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -162064.781250 Penalty: 2601.744385
	Iteration 15Q: 3 clusters Score -162064.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -162068.765625 Penalty: 2601.744385
	Iteration 16Q: 3 clusters Score -162068.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -162074.062500 Penalty: 2601.744385
	Iteration 17Q: 3 clusters Score -162074.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -162078.875000 Penalty: 2601.744385
	Iteration 18Q: 3 clusters Score -162078.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -162083.359375 Penalty: 2601.744385
	Iteration 19Q: 3 clusters Score -162083.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -162087.437500 Penalty: 2601.744385
	Iteration 20F: 3 clusters Score -162087.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -162092.375000 Penalty: 2601.744385
	Iteration 21Q: 3 clusters Score -162092.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -162094.218750 Penalty: 2601.744385
	Iteration 22Q: 3 clusters Score -162094.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -162095.828125 Penalty: 2601.744385
	Iteration 23Q: 3 clusters Score -162095.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -162096.984375 Penalty: 2601.744385
	Iteration 24Q: 3 clusters Score -162097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -162097.562500 Penalty: 2601.744385
	Iteration 25Q: 3 clusters Score -162097.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -162098.234375 Penalty: 2601.744385
	Iteration 26Q: 3 clusters Score -162098.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -162098.234375 Penalty: 2601.744385
	Iteration 27F: 3 clusters Score -162098.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Entering Unmasked Estep 
Score: -297933.968750 Penalty: 1409.223389
	Iteration 0F: 2 clusters Score -297934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -293457.281250 Penalty: 2818.446777
	Iteration 0F: 3 clusters Score -293457.3 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -294839.281250 Penalty: 2818.446777
	Iteration 1F: 3 clusters Score -294839.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -295055.468750 Penalty: 2818.446777
	Iteration 2F: 3 clusters Score -295055.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -295188.812500 Penalty: 2818.446777
	Iteration 3F: 3 clusters Score -295188.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -295300.000000 Penalty: 2818.446777
	Iteration 4Q: 3 clusters Score -295300 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -295420.843750 Penalty: 2818.446777
	Iteration 5Q: 3 clusters Score -295420.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -295535.312500 Penalty: 2818.446777
	Iteration 6Q: 3 clusters Score -295535.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -295659.875000 Penalty: 2818.446777
	Iteration 7Q: 3 clusters Score -295659.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -295807.218750 Penalty: 2818.446777
	Iteration 8Q: 3 clusters Score -295807.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -295951.687500 Penalty: 2818.446777
	Iteration 9Q: 3 clusters Score -295951.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -296095.625000 Penalty: 2818.446777
	Iteration 10Q: 3 clusters Score -296095.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -296232.281250 Penalty: 2818.446777
	Iteration 11Q: 3 clusters Score -296232.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -296357.156250 Penalty: 2818.446777
	Iteration 12Q: 3 clusters Score -296357.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -296466.343750 Penalty: 2818.446777
	Iteration 13Q: 3 clusters Score -296466.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -296569.437500 Penalty: 2818.446777
	Iteration 14Q: 3 clusters Score -296569.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -296626.781250 Penalty: 2818.446777
	Iteration 15Q: 3 clusters Score -296626.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -296666.375000 Penalty: 2818.446777
	Iteration 16Q: 3 clusters Score -296666.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -296690.312500 Penalty: 2818.446777
	Iteration 17Q: 3 clusters Score -296690.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -296711.218750 Penalty: 2818.446777
	Iteration 18Q: 3 clusters Score -296711.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -296727.906250 Penalty: 2818.446777
	Iteration 19Q: 3 clusters Score -296727.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -296738.375000 Penalty: 2818.446777
	Iteration 20F: 3 clusters Score -296738.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -296747.781250 Penalty: 2818.446777
	Iteration 21Q: 3 clusters Score -296747.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -296757.250000 Penalty: 2818.446777
	Iteration 22Q: 3 clusters Score -296757.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -296762.000000 Penalty: 2818.446777
	Iteration 23Q: 3 clusters Score -296762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -296768.187500 Penalty: 2818.446777
	Iteration 24Q: 3 clusters Score -296768.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -296769.281250 Penalty: 2818.446777
	Iteration 25Q: 3 clusters Score -296769.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -296771.593750 Penalty: 2818.446777
	Iteration 26Q: 3 clusters Score -296771.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -296771.593750 Penalty: 2818.446777
	Iteration 27F: 3 clusters Score -296771.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (322483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322483 members 
Entering Unmasked Estep 
Score: -16408798.000000 Penalty: 2061.118408
	Iteration 0F: 2 clusters Score -1.64088e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161078 members 
Mstep: Class 2 contains 161405 members 
Entering Unmasked Estep 
Score: -16190598.000000 Penalty: 4122.236816
	Iteration 0F: 3 clusters Score -1.61906e+07 nChanged 157494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156228 members 
Mstep: Class 2 contains 166255 members 
Entering Unmasked Estep 
Score: -16285663.000000 Penalty: 4122.236816
	Iteration 1F: 3 clusters Score -1.628566e+07 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153468 members 
Mstep: Class 2 contains 169015 members 
Entering Unmasked Estep 
Score: -16287530.000000 Penalty: 4122.236816
	Iteration 2Q: 3 clusters Score -1.628753e+07 nChanged 9689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149121 members 
Mstep: Class 2 contains 173362 members 
Entering Unmasked Estep 
Score: -16290435.000000 Penalty: 4122.236816
	Iteration 3Q: 3 clusters Score -1.629044e+07 nChanged 11885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142596 members 
Mstep: Class 2 contains 179887 members 
Entering Unmasked Estep 
Score: -16295105.000000 Penalty: 4122.236816
	Iteration 4Q: 3 clusters Score -1.62951e+07 nChanged 14700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133084 members 
Mstep: Class 2 contains 189399 members 
Entering Unmasked Estep 
Score: -16302891.000000 Penalty: 4122.236816
	Iteration 5Q: 3 clusters Score -1.630289e+07 nChanged 18331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120495 members 
Mstep: Class 2 contains 201988 members 
Entering Unmasked Estep 
Score: -16315404.000000 Penalty: 4122.236816
	Iteration 6F: 3 clusters Score -1.63154e+07 nChanged 21048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105653 members 
Mstep: Class 2 contains 216830 members 
Entering Unmasked Estep 
Score: -16332382.000000 Penalty: 4122.236816
	Iteration 7F: 3 clusters Score -1.633238e+07 nChanged 20773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91682 members 
Mstep: Class 2 contains 230801 members 
Entering Unmasked Estep 
Score: -16350071.000000 Penalty: 4122.236816
	Iteration 8F: 3 clusters Score -1.635007e+07 nChanged 17933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80567 members 
Mstep: Class 2 contains 241916 members 
Entering Unmasked Estep 
Score: -16363527.000000 Penalty: 4122.236816
	Iteration 9F: 3 clusters Score -1.636353e+07 nChanged 13227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72358 members 
Mstep: Class 2 contains 250125 members 
Entering Unmasked Estep 
Score: -16371853.000000 Penalty: 4122.236816
	Iteration 10Q: 3 clusters Score -1.637185e+07 nChanged 9281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65835 members 
Mstep: Class 2 contains 256648 members 
Entering Unmasked Estep 
Score: -16376850.000000 Penalty: 4122.236816
	Iteration 11Q: 3 clusters Score -1.637685e+07 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60268 members 
Mstep: Class 2 contains 262215 members 
Entering Unmasked Estep 
Score: -16380398.000000 Penalty: 4122.236816
	Iteration 12Q: 3 clusters Score -1.63804e+07 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55156 members 
Mstep: Class 2 contains 267327 members 
Entering Unmasked Estep 
Score: -16383117.000000 Penalty: 4122.236816
	Iteration 13Q: 3 clusters Score -1.638312e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50394 members 
Mstep: Class 2 contains 272089 members 
Entering Unmasked Estep 
Score: -16385406.000000 Penalty: 4122.236816
	Iteration 14Q: 3 clusters Score -1.638541e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45846 members 
Mstep: Class 2 contains 276637 members 
Entering Unmasked Estep 
Score: -16387458.000000 Penalty: 4122.236816
	Iteration 15Q: 3 clusters Score -1.638746e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 280924 members 
Entering Unmasked Estep 
Score: -16389237.000000 Penalty: 4122.236816
	Iteration 16Q: 3 clusters Score -1.638924e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 285234 members 
Entering Unmasked Estep 
Score: -16391138.000000 Penalty: 4122.236816
	Iteration 17Q: 3 clusters Score -1.639114e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 289550 members 
Entering Unmasked Estep 
Score: -16392952.000000 Penalty: 4122.236816
	Iteration 18Q: 3 clusters Score -1.639295e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 293802 members 
Entering Unmasked Estep 
Score: -16394855.000000 Penalty: 4122.236816
	Iteration 19Q: 3 clusters Score -1.639486e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 297848 members 
Entering Unmasked Estep 
Score: -16396619.000000 Penalty: 4122.236816
	Iteration 20F: 3 clusters Score -1.639662e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 301719 members 
Entering Unmasked Estep 
Score: -16398493.000000 Penalty: 4122.236816
	Iteration 21Q: 3 clusters Score -1.639849e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 305340 members 
Entering Unmasked Estep 
Score: -16400205.000000 Penalty: 4122.236816
	Iteration 22Q: 3 clusters Score -1.64002e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 308547 members 
Entering Unmasked Estep 
Score: -16401608.000000 Penalty: 4122.236816
	Iteration 23Q: 3 clusters Score -1.640161e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 311366 members 
Entering Unmasked Estep 
Score: -16402857.000000 Penalty: 4122.236816
	Iteration 24Q: 3 clusters Score -1.640286e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 313737 members 
Entering Unmasked Estep 
Score: -16403849.000000 Penalty: 4122.236816
	Iteration 25Q: 3 clusters Score -1.640385e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 315631 members 
Entering Unmasked Estep 
Score: -16404769.000000 Penalty: 4122.236816
	Iteration 26Q: 3 clusters Score -1.640477e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 317065 members 
Entering Unmasked Estep 
Score: -16405466.000000 Penalty: 4122.236816
	Iteration 27Q: 3 clusters Score -1.640547e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 318148 members 
Entering Unmasked Estep 
Score: -16405901.000000 Penalty: 4122.236816
	Iteration 28Q: 3 clusters Score -1.64059e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 318921 members 
Entering Unmasked Estep 
Score: -16406270.000000 Penalty: 4122.236816
	Iteration 29Q: 3 clusters Score -1.640627e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 319498 members 
Entering Unmasked Estep 
Score: -16406478.000000 Penalty: 4122.236816
	Iteration 30Q: 3 clusters Score -1.640648e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 319864 members 
Entering Unmasked Estep 
Score: -16406643.000000 Penalty: 4122.236816
	Iteration 31Q: 3 clusters Score -1.640664e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 320150 members 
Entering Unmasked Estep 
Score: -16406758.000000 Penalty: 4122.236816
	Iteration 32Q: 3 clusters Score -1.640676e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 320356 members 
Entering Unmasked Estep 
Score: -16406811.000000 Penalty: 4122.236816
	Iteration 33Q: 3 clusters Score -1.640681e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 320507 members 
Entering Unmasked Estep 
Score: -16406876.000000 Penalty: 4122.236816
	Iteration 34Q: 3 clusters Score -1.640688e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 320643 members 
Entering Unmasked Estep 
Score: -16406971.000000 Penalty: 4122.236816
	Iteration 35Q: 3 clusters Score -1.640697e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 320751 members 
Entering Unmasked Estep 
Score: -16407003.000000 Penalty: 4122.236816
	Iteration 36Q: 3 clusters Score -1.6407e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 320813 members 
Entering Unmasked Estep 
Score: -16407016.000000 Penalty: 4122.236816
	Iteration 37Q: 3 clusters Score -1.640702e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 320871 members 
Entering Unmasked Estep 
Score: -16407024.000000 Penalty: 4122.236816
	Iteration 38Q: 3 clusters Score -1.640702e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 320924 members 
Entering Unmasked Estep 
Score: -16407032.000000 Penalty: 4122.236816
	Iteration 39Q: 3 clusters Score -1.640703e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 320964 members 
Entering Unmasked Estep 
Score: -16407045.000000 Penalty: 4122.236816
	Iteration 40F: 3 clusters Score -1.640704e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 321002 members 
Entering Unmasked Estep 
Score: -16407060.000000 Penalty: 4122.236816
	Iteration 41Q: 3 clusters Score -1.640706e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 321041 members 
Entering Unmasked Estep 
Score: -16407058.000000 Penalty: 4122.236816
	Iteration 42Q: 3 clusters Score -1.640706e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 321073 members 
Entering Unmasked Estep 
Score: -16407071.000000 Penalty: 4122.236816
	Iteration 43Q: 3 clusters Score -1.640707e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 321085 members 
Entering Unmasked Estep 
Score: -16407095.000000 Penalty: 4122.236816
	Iteration 44Q: 3 clusters Score -1.64071e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 321101 members 
Entering Unmasked Estep 
Score: -16407102.000000 Penalty: 4122.236816
	Iteration 45Q: 3 clusters Score -1.64071e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 321116 members 
Entering Unmasked Estep 
Score: -16407113.000000 Penalty: 4122.236816
	Iteration 46Q: 3 clusters Score -1.640711e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 321128 members 
Entering Unmasked Estep 
Score: -16407107.000000 Penalty: 4122.236816
	Iteration 47Q: 3 clusters Score -1.640711e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 321133 members 
Entering Unmasked Estep 
Score: -16407105.000000 Penalty: 4122.236816
	Iteration 48Q: 3 clusters Score -1.64071e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 321140 members 
Entering Unmasked Estep 
Score: -16407123.000000 Penalty: 4122.236816
	Iteration 49Q: 3 clusters Score -1.640712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 321146 members 
Entering Unmasked Estep 
Score: -16407118.000000 Penalty: 4122.236816
	Iteration 50Q: 3 clusters Score -1.640712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 321150 members 
Entering Unmasked Estep 
Score: -16407114.000000 Penalty: 4122.236816
	Iteration 51Q: 3 clusters Score -1.640711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 321152 members 
Entering Unmasked Estep 
Score: -16407125.000000 Penalty: 4122.236816
	Iteration 52Q: 3 clusters Score -1.640712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 321155 members 
Entering Unmasked Estep 
Score: -16407119.000000 Penalty: 4122.236816
	Iteration 53Q: 3 clusters Score -1.640712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 321157 members 
Entering Unmasked Estep 
Score: -16407117.000000 Penalty: 4122.236816
	Iteration 54Q: 3 clusters Score -1.640712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 321156 members 
Entering Unmasked Estep 
Score: -16407118.000000 Penalty: 4122.236816
	Iteration 55Q: 3 clusters Score -1.640712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 321156 members 
Entering Unmasked Estep 
Score: -16407125.000000 Penalty: 4122.236816
	Iteration 56Q: 3 clusters Score -1.640712e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 321160 members 
Entering Unmasked Estep 
Score: -16407115.000000 Penalty: 4122.236816
	Iteration 57Q: 3 clusters Score -1.640712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 321164 members 
Entering Unmasked Estep 
Score: -16407119.000000 Penalty: 4122.236816
	Iteration 58Q: 3 clusters Score -1.640712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 321170 members 
Entering Unmasked Estep 
Score: -16407113.000000 Penalty: 4122.236816
	Iteration 59Q: 3 clusters Score -1.640711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 321173 members 
Entering Unmasked Estep 
Score: -16407122.000000 Penalty: 4122.236816
	Iteration 60F: 3 clusters Score -1.640712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 321173 members 
Entering Unmasked Estep 
Score: -16407125.000000 Penalty: 4122.236816
	Iteration 61Q: 3 clusters Score -1.640712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 321175 members 
Entering Unmasked Estep 
Score: -16407130.000000 Penalty: 4122.236816
	Iteration 62Q: 3 clusters Score -1.640713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 321181 members 
Entering Unmasked Estep 
Score: -16407133.000000 Penalty: 4122.236816
	Iteration 63Q: 3 clusters Score -1.640713e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 321183 members 
Entering Unmasked Estep 
Score: -16407136.000000 Penalty: 4122.236816
	Iteration 64Q: 3 clusters Score -1.640714e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 321185 members 
Entering Unmasked Estep 
Score: -16407139.000000 Penalty: 4122.236816
	Iteration 65Q: 3 clusters Score -1.640714e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 321194 members 
Entering Unmasked Estep 
Score: -16407148.000000 Penalty: 4122.236816
	Iteration 66Q: 3 clusters Score -1.640715e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 321205 members 
Entering Unmasked Estep 
Score: -16407146.000000 Penalty: 4122.236816
	Iteration 67Q: 3 clusters Score -1.640715e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 321213 members 
Entering Unmasked Estep 
Score: -16407153.000000 Penalty: 4122.236816
	Iteration 68Q: 3 clusters Score -1.640715e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 321217 members 
Entering Unmasked Estep 
Score: -16407149.000000 Penalty: 4122.236816
	Iteration 69Q: 3 clusters Score -1.640715e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 321225 members 
Entering Unmasked Estep 
Score: -16407160.000000 Penalty: 4122.236816
	Iteration 70Q: 3 clusters Score -1.640716e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 321229 members 
Entering Unmasked Estep 
Score: -16407168.000000 Penalty: 4122.236816
	Iteration 71Q: 3 clusters Score -1.640717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 321234 members 
Entering Unmasked Estep 
Score: -16407170.000000 Penalty: 4122.236816
	Iteration 72Q: 3 clusters Score -1.640717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 321236 members 
Entering Unmasked Estep 
Score: -16407174.000000 Penalty: 4122.236816
	Iteration 73Q: 3 clusters Score -1.640717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 321239 members 
Entering Unmasked Estep 
Score: -16407168.000000 Penalty: 4122.236816
	Iteration 74Q: 3 clusters Score -1.640717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 321242 members 
Entering Unmasked Estep 
Score: -16407173.000000 Penalty: 4122.236816
	Iteration 75Q: 3 clusters Score -1.640717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 321244 members 
Entering Unmasked Estep 
Score: -16407168.000000 Penalty: 4122.236816
	Iteration 76Q: 3 clusters Score -1.640717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 321243 members 
Entering Unmasked Estep 
Score: -16407167.000000 Penalty: 4122.236816
	Iteration 77Q: 3 clusters Score -1.640717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 321244 members 
Entering Unmasked Estep 
Score: -16407171.000000 Penalty: 4122.236816
	Iteration 78Q: 3 clusters Score -1.640717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 321245 members 
Entering Unmasked Estep 
Score: -16407175.000000 Penalty: 4122.236816
	Iteration 79Q: 3 clusters Score -1.640718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 321244 members 
Entering Unmasked Estep 
Score: -16407164.000000 Penalty: 4122.236816
	Iteration 80F: 3 clusters Score -1.640716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 321244 members 
Entering Unmasked Estep 
Score: -16407170.000000 Penalty: 4122.236816
	Iteration 81Q: 3 clusters Score -1.640717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 321246 members 
Entering Unmasked Estep 
Score: -16407173.000000 Penalty: 4122.236816
	Iteration 82Q: 3 clusters Score -1.640717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 321248 members 
Entering Unmasked Estep 
Score: -16407176.000000 Penalty: 4122.236816
	Iteration 83Q: 3 clusters Score -1.640718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 321247 members 
Entering Unmasked Estep 
Score: -16407166.000000 Penalty: 4122.236816
	Iteration 84Q: 3 clusters Score -1.640717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 321246 members 
Entering Unmasked Estep 
Score: -16407165.000000 Penalty: 4122.236816
	Iteration 85Q: 3 clusters Score -1.640716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 321246 members 
Entering Unmasked Estep 
Score: -16407167.000000 Penalty: 4122.236816
	Iteration 86Q: 3 clusters Score -1.640717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 321247 members 
Entering Unmasked Estep 
Score: -16407164.000000 Penalty: 4122.236816
	Iteration 87Q: 3 clusters Score -1.640716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 321249 members 
Entering Unmasked Estep 
Score: -16407172.000000 Penalty: 4122.236816
	Iteration 88Q: 3 clusters Score -1.640717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 321250 members 
Entering Unmasked Estep 
Score: -16407169.000000 Penalty: 4122.236816
	Iteration 89Q: 3 clusters Score -1.640717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 321253 members 
Entering Unmasked Estep 
Score: -16407182.000000 Penalty: 4122.236816
	Iteration 90Q: 3 clusters Score -1.640718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 321254 members 
Entering Unmasked Estep 
Score: -16407175.000000 Penalty: 4122.236816
	Iteration 91Q: 3 clusters Score -1.640718e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 321262 members 
Entering Unmasked Estep 
Score: -16407176.000000 Penalty: 4122.236816
	Iteration 92Q: 3 clusters Score -1.640718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 321267 members 
Entering Unmasked Estep 
Score: -16407184.000000 Penalty: 4122.236816
	Iteration 93Q: 3 clusters Score -1.640718e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 321273 members 
Entering Unmasked Estep 
Score: -16407186.000000 Penalty: 4122.236816
	Iteration 94Q: 3 clusters Score -1.640719e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 321279 members 
Entering Unmasked Estep 
Score: -16407185.000000 Penalty: 4122.236816
	Iteration 95Q: 3 clusters Score -1.640718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 321282 members 
Entering Unmasked Estep 
Score: -16407186.000000 Penalty: 4122.236816
	Iteration 96Q: 3 clusters Score -1.640719e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 321290 members 
Entering Unmasked Estep 
Score: -16407193.000000 Penalty: 4122.236816
	Iteration 97Q: 3 clusters Score -1.640719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 321292 members 
Entering Unmasked Estep 
Score: -16407186.000000 Penalty: 4122.236816
	Iteration 98Q: 3 clusters Score -1.640719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 321295 members 
Entering Unmasked Estep 
Score: -16407194.000000 Penalty: 4122.236816
	Iteration 99Q: 3 clusters Score -1.640719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 321295 members 
Entering Unmasked Estep 
Score: -16407183.000000 Penalty: 4122.236816
	Iteration 100F: 3 clusters Score -1.640718e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Entering Unmasked Estep 
Score: -799083.562500 Penalty: 1569.938721
	Iteration 0F: 2 clusters Score -799083.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -788250.562500 Penalty: 3139.877441
	Iteration 0F: 3 clusters Score -788250.6 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -791839.875000 Penalty: 3139.877441
	Iteration 1F: 3 clusters Score -791839.9 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -792061.625000 Penalty: 3139.877441
	Iteration 2Q: 3 clusters Score -792061.6 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -792268.625000 Penalty: 3139.877441
	Iteration 3Q: 3 clusters Score -792268.6 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -792454.812500 Penalty: 3139.877441
	Iteration 4Q: 3 clusters Score -792454.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -792643.937500 Penalty: 3139.877441
	Iteration 5Q: 3 clusters Score -792643.9 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -792854.187500 Penalty: 3139.877441
	Iteration 6Q: 3 clusters Score -792854.2 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -793085.875000 Penalty: 3139.877441
	Iteration 7Q: 3 clusters Score -793085.9 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -793363.500000 Penalty: 3139.877441
	Iteration 8Q: 3 clusters Score -793363.5 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -793704.937500 Penalty: 3139.877441
	Iteration 9Q: 3 clusters Score -793704.9 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -794100.750000 Penalty: 3139.877441
	Iteration 10Q: 3 clusters Score -794100.8 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -794497.250000 Penalty: 3139.877441
	Iteration 11Q: 3 clusters Score -794497.2 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -794946.062500 Penalty: 3139.877441
	Iteration 12Q: 3 clusters Score -794946.1 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -795410.937500 Penalty: 3139.877441
	Iteration 13Q: 3 clusters Score -795410.9 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -795857.375000 Penalty: 3139.877441
	Iteration 14Q: 3 clusters Score -795857.4 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -796290.500000 Penalty: 3139.877441
	Iteration 15Q: 3 clusters Score -796290.5 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -796712.625000 Penalty: 3139.877441
	Iteration 16Q: 3 clusters Score -796712.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -797067.687500 Penalty: 3139.877441
	Iteration 17Q: 3 clusters Score -797067.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -797349.250000 Penalty: 3139.877441
	Iteration 18Q: 3 clusters Score -797349.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -797556.812500 Penalty: 3139.877441
	Iteration 19Q: 3 clusters Score -797556.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -797698.437500 Penalty: 3139.877441
	Iteration 20F: 3 clusters Score -797698.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -797773.062500 Penalty: 3139.877441
	Iteration 21Q: 3 clusters Score -797773.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -797815.937500 Penalty: 3139.877441
	Iteration 22Q: 3 clusters Score -797815.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -797835.437500 Penalty: 3139.877441
	Iteration 23Q: 3 clusters Score -797835.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -797858.750000 Penalty: 3139.877441
	Iteration 24Q: 3 clusters Score -797858.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -797879.937500 Penalty: 3139.877441
	Iteration 25Q: 3 clusters Score -797879.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -797890.000000 Penalty: 3139.877441
	Iteration 26Q: 3 clusters Score -797890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -797898.562500 Penalty: 3139.877441
	Iteration 27Q: 3 clusters Score -797898.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -797900.812500 Penalty: 3139.877441
	Iteration 28Q: 3 clusters Score -797900.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -797905.312500 Penalty: 3139.877441
	Iteration 29Q: 3 clusters Score -797905.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -797907.250000 Penalty: 3139.877441
	Iteration 30Q: 3 clusters Score -797907.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -797908.062500 Penalty: 3139.877441
	Iteration 31Q: 3 clusters Score -797908.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -797907.812500 Penalty: 3139.877441
	Iteration 32Q: 3 clusters Score -797907.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -797908.750000 Penalty: 3139.877441
	Iteration 33Q: 3 clusters Score -797908.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -797908.562500 Penalty: 3139.877441
	Iteration 34Q: 3 clusters Score -797908.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -797909.062500 Penalty: 3139.877441
	Iteration 35Q: 3 clusters Score -797909.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -797910.687500 Penalty: 3139.877441
	Iteration 36Q: 3 clusters Score -797910.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -797911.250000 Penalty: 3139.877441
	Iteration 37Q: 3 clusters Score -797911.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -797913.125000 Penalty: 3139.877441
	Iteration 38Q: 3 clusters Score -797913.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -797915.187500 Penalty: 3139.877441
	Iteration 39Q: 3 clusters Score -797915.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -797915.937500 Penalty: 3139.877441
	Iteration 40F: 3 clusters Score -797915.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -797917.437500 Penalty: 3139.877441
	Iteration 41Q: 3 clusters Score -797917.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -797918.500000 Penalty: 3139.877441
	Iteration 42Q: 3 clusters Score -797918.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -797920.687500 Penalty: 3139.877441
	Iteration 43Q: 3 clusters Score -797920.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -797919.937500 Penalty: 3139.877441
	Iteration 44Q: 3 clusters Score -797919.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -797919.937500 Penalty: 3139.877441
	Iteration 45F: 3 clusters Score -797919.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Entering Unmasked Estep 
Score: -1024724.125000 Penalty: 1602.411987
	Iteration 0F: 2 clusters Score -1024724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1011754.187500 Penalty: 3204.823975
	Iteration 0F: 3 clusters Score -1011754 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1016437.000000 Penalty: 3204.823975
	Iteration 1F: 3 clusters Score -1016437 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1016877.687500 Penalty: 3204.823975
	Iteration 2F: 3 clusters Score -1016878 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1017314.875000 Penalty: 3204.823975
	Iteration 3F: 3 clusters Score -1017315 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1017803.062500 Penalty: 3204.823975
	Iteration 4F: 3 clusters Score -1017803 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1018366.062500 Penalty: 3204.823975
	Iteration 5F: 3 clusters Score -1018366 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1018989.312500 Penalty: 3204.823975
	Iteration 6F: 3 clusters Score -1018989 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -1019677.562500 Penalty: 3204.823975
	Iteration 7F: 3 clusters Score -1019678 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -1020447.875000 Penalty: 3204.823975
	Iteration 8F: 3 clusters Score -1020448 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -1021253.875000 Penalty: 3204.823975
	Iteration 9F: 3 clusters Score -1021254 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -1021912.875000 Penalty: 3204.823975
	Iteration 10Q: 3 clusters Score -1021913 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -1022388.000000 Penalty: 3204.823975
	Iteration 11Q: 3 clusters Score -1022388 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -1022714.562500 Penalty: 3204.823975
	Iteration 12Q: 3 clusters Score -1022715 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -1022942.687500 Penalty: 3204.823975
	Iteration 13Q: 3 clusters Score -1022943 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -1023089.687500 Penalty: 3204.823975
	Iteration 14Q: 3 clusters Score -1023090 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -1023171.750000 Penalty: 3204.823975
	Iteration 15Q: 3 clusters Score -1023172 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -1023228.625000 Penalty: 3204.823975
	Iteration 16Q: 3 clusters Score -1023229 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -1023255.875000 Penalty: 3204.823975
	Iteration 17Q: 3 clusters Score -1023256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -1023273.625000 Penalty: 3204.823975
	Iteration 18Q: 3 clusters Score -1023274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -1023284.312500 Penalty: 3204.823975
	Iteration 19Q: 3 clusters Score -1023284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -1023293.250000 Penalty: 3204.823975
	Iteration 20F: 3 clusters Score -1023293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -1023296.937500 Penalty: 3204.823975
	Iteration 21Q: 3 clusters Score -1023297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -1023298.812500 Penalty: 3204.823975
	Iteration 22Q: 3 clusters Score -1023299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -1023299.750000 Penalty: 3204.823975
	Iteration 23Q: 3 clusters Score -1023300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -1023300.375000 Penalty: 3204.823975
	Iteration 24Q: 3 clusters Score -1023300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -1023301.250000 Penalty: 3204.823975
	Iteration 25Q: 3 clusters Score -1023301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -1023301.875000 Penalty: 3204.823975
	Iteration 26Q: 3 clusters Score -1023302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -1023303.937500 Penalty: 3204.823975
	Iteration 27Q: 3 clusters Score -1023304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -1023303.937500 Penalty: 3204.823975
	Iteration 28F: 3 clusters Score -1023304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Entering Unmasked Estep 
Score: -532035.062500 Penalty: 1492.215698
	Iteration 0F: 2 clusters Score -532035.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -525100.750000 Penalty: 2984.431396
	Iteration 0F: 3 clusters Score -525100.8 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -527285.000000 Penalty: 2984.431396
	Iteration 1F: 3 clusters Score -527285 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -527520.312500 Penalty: 2984.431396
	Iteration 2F: 3 clusters Score -527520.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -527695.125000 Penalty: 2984.431396
	Iteration 3Q: 3 clusters Score -527695.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -527840.250000 Penalty: 2984.431396
	Iteration 4Q: 3 clusters Score -527840.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -527980.687500 Penalty: 2984.431396
	Iteration 5Q: 3 clusters Score -527980.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -528134.937500 Penalty: 2984.431396
	Iteration 6Q: 3 clusters Score -528134.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -528330.187500 Penalty: 2984.431396
	Iteration 7Q: 3 clusters Score -528330.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -528604.812500 Penalty: 2984.431396
	Iteration 8Q: 3 clusters Score -528604.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -528932.125000 Penalty: 2984.431396
	Iteration 9Q: 3 clusters Score -528932.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -529337.062500 Penalty: 2984.431396
	Iteration 10F: 3 clusters Score -529337.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -529700.812500 Penalty: 2984.431396
	Iteration 11Q: 3 clusters Score -529700.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -529969.062500 Penalty: 2984.431396
	Iteration 12Q: 3 clusters Score -529969.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -530116.187500 Penalty: 2984.431396
	Iteration 13Q: 3 clusters Score -530116.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -530184.500000 Penalty: 2984.431396
	Iteration 14Q: 3 clusters Score -530184.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -530220.312500 Penalty: 2984.431396
	Iteration 15Q: 3 clusters Score -530220.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -530251.250000 Penalty: 2984.431396
	Iteration 16Q: 3 clusters Score -530251.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -530276.625000 Penalty: 2984.431396
	Iteration 17Q: 3 clusters Score -530276.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -530293.625000 Penalty: 2984.431396
	Iteration 18Q: 3 clusters Score -530293.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -530306.500000 Penalty: 2984.431396
	Iteration 19Q: 3 clusters Score -530306.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -530310.187500 Penalty: 2984.431396
	Iteration 20F: 3 clusters Score -530310.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -530315.250000 Penalty: 2984.431396
	Iteration 21Q: 3 clusters Score -530315.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -530321.062500 Penalty: 2984.431396
	Iteration 22Q: 3 clusters Score -530321.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -530323.625000 Penalty: 2984.431396
	Iteration 23Q: 3 clusters Score -530323.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -530329.062500 Penalty: 2984.431396
	Iteration 24Q: 3 clusters Score -530329.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -530336.312500 Penalty: 2984.431396
	Iteration 25Q: 3 clusters Score -530336.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -530345.187500 Penalty: 2984.431396
	Iteration 26Q: 3 clusters Score -530345.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -530349.250000 Penalty: 2984.431396
	Iteration 27Q: 3 clusters Score -530349.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -530353.937500 Penalty: 2984.431396
	Iteration 28Q: 3 clusters Score -530353.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -530358.187500 Penalty: 2984.431396
	Iteration 29Q: 3 clusters Score -530358.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -530360.250000 Penalty: 2984.431396
	Iteration 30Q: 3 clusters Score -530360.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -530363.937500 Penalty: 2984.431396
	Iteration 31Q: 3 clusters Score -530363.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -530365.625000 Penalty: 2984.431396
	Iteration 32Q: 3 clusters Score -530365.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -530366.750000 Penalty: 2984.431396
	Iteration 33Q: 3 clusters Score -530366.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -530367.437500 Penalty: 2984.431396
	Iteration 34Q: 3 clusters Score -530367.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -530367.875000 Penalty: 2984.431396
	Iteration 35Q: 3 clusters Score -530367.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -530367.250000 Penalty: 2984.431396
	Iteration 36Q: 3 clusters Score -530367.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -530367.250000 Penalty: 2984.431396
	Iteration 37F: 3 clusters Score -530367.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Entering Unmasked Estep 
Score: -97525.101562 Penalty: 1232.277710
	Iteration 0F: 2 clusters Score -97525.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -95451.070312 Penalty: 2464.555420
	Iteration 0F: 3 clusters Score -95451.07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -95865.429688 Penalty: 2464.555420
	Iteration 1F: 3 clusters Score -95865.43 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -95964.164062 Penalty: 2464.555420
	Iteration 2F: 3 clusters Score -95964.16 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -96009.718750 Penalty: 2464.555420
	Iteration 3Q: 3 clusters Score -96009.72 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -96050.609375 Penalty: 2464.555420
	Iteration 4Q: 3 clusters Score -96050.61 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -96084.679688 Penalty: 2464.555420
	Iteration 5Q: 3 clusters Score -96084.68 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -96117.265625 Penalty: 2464.555420
	Iteration 6Q: 3 clusters Score -96117.27 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -96139.687500 Penalty: 2464.555420
	Iteration 7Q: 3 clusters Score -96139.69 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -96161.656250 Penalty: 2464.555420
	Iteration 8Q: 3 clusters Score -96161.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -96175.828125 Penalty: 2464.555420
	Iteration 9Q: 3 clusters Score -96175.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -96184.968750 Penalty: 2464.555420
	Iteration 10Q: 3 clusters Score -96184.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -96193.281250 Penalty: 2464.555420
	Iteration 11Q: 3 clusters Score -96193.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -96200.601562 Penalty: 2464.555420
	Iteration 12Q: 3 clusters Score -96200.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -96205.546875 Penalty: 2464.555420
	Iteration 13Q: 3 clusters Score -96205.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -96207.828125 Penalty: 2464.555420
	Iteration 14Q: 3 clusters Score -96207.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -96209.828125 Penalty: 2464.555420
	Iteration 15Q: 3 clusters Score -96209.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -96211.507812 Penalty: 2464.555420
	Iteration 16Q: 3 clusters Score -96211.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -96214.390625 Penalty: 2464.555420
	Iteration 17Q: 3 clusters Score -96214.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -96215.328125 Penalty: 2464.555420
	Iteration 18Q: 3 clusters Score -96215.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -96215.328125 Penalty: 2464.555420
	Iteration 19F: 3 clusters Score -96215.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Entering Unmasked Estep 
Score: -1868745.125000 Penalty: 1703.435913
	Iteration 0F: 2 clusters Score -1868745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -1844917.375000 Penalty: 3406.871826
	Iteration 0F: 3 clusters Score -1844917 nChanged 16497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -1854430.375000 Penalty: 3406.871826
	Iteration 1F: 3 clusters Score -1854430 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -1855234.625000 Penalty: 3406.871826
	Iteration 2Q: 3 clusters Score -1855235 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -1856099.375000 Penalty: 3406.871826
	Iteration 3F: 3 clusters Score -1856099 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -1856959.000000 Penalty: 3406.871826
	Iteration 4F: 3 clusters Score -1856959 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -1857753.250000 Penalty: 3406.871826
	Iteration 5F: 3 clusters Score -1857753 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -1858526.250000 Penalty: 3406.871826
	Iteration 6F: 3 clusters Score -1858526 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -1859221.875000 Penalty: 3406.871826
	Iteration 7Q: 3 clusters Score -1859222 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -1859863.875000 Penalty: 3406.871826
	Iteration 8Q: 3 clusters Score -1859864 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -1860412.000000 Penalty: 3406.871826
	Iteration 9Q: 3 clusters Score -1860412 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -1860830.000000 Penalty: 3406.871826
	Iteration 10Q: 3 clusters Score -1860830 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -1861110.125000 Penalty: 3406.871826
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Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1861424 nChanged 545
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Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1861516 nChanged 439
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Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1861592 nChanged 342
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Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1861629 nChanged 298
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Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1861692 nChanged 217
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Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1861715 nChanged 247
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Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1861744 nChanged 255
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Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 17911 members 
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	Iteration 21Q: 3 clusters Score -1861770 nChanged 267
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Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1861803 nChanged 291
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Mstep: Class 1 contains 18335 members 
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Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 17035 members 
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Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1861958 nChanged 414
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Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 16267 members 
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	Iteration 26Q: 3 clusters Score -1862034 nChanged 482
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Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 15791 members 
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Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 15302 members 
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	Iteration 28Q: 3 clusters Score -1862212 nChanged 578
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Mstep: Class 2 contains 14726 members 
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	Iteration 29Q: 3 clusters Score -1862348 nChanged 645
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Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 14087 members 
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	Iteration 30Q: 3 clusters Score -1862496 nChanged 712
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Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 13377 members 
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	Iteration 31Q: 3 clusters Score -1862687 nChanged 762
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	Iteration 32Q: 3 clusters Score -1862906 nChanged 844
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Mstep: Class 2 contains 11773 members 
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	Iteration 33Q: 3 clusters Score -1863182 nChanged 862
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	Iteration 36Q: 3 clusters Score -1864039 nChanged 810
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	Iteration 37Q: 3 clusters Score -1864336 nChanged 812
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	Iteration 39Q: 3 clusters Score -1864932 nChanged 724
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Mstep: Class 2 contains 5449 members 
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	Iteration 55Q: 3 clusters Score -1867049 nChanged 83
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	Iteration 56Q: 3 clusters Score -1867076 nChanged 79
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	Iteration 57Q: 3 clusters Score -1867109 nChanged 70
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	Iteration 58Q: 3 clusters Score -1867136 nChanged 65
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	Iteration 59Q: 3 clusters Score -1867157 nChanged 56
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	Iteration 60F: 3 clusters Score -1867174 nChanged 53
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	Iteration 61Q: 3 clusters Score -1867194 nChanged 45
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	Iteration 62Q: 3 clusters Score -1867208 nChanged 41
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	Iteration 63Q: 3 clusters Score -1867221 nChanged 18
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	Iteration 64Q: 3 clusters Score -1867227 nChanged 21
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	Iteration 65Q: 3 clusters Score -1867237 nChanged 11
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	Iteration 66Q: 3 clusters Score -1867241 nChanged 14
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	Iteration 67Q: 3 clusters Score -1867245 nChanged 17
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	Iteration 68Q: 3 clusters Score -1867250 nChanged 18
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	Iteration 69Q: 3 clusters Score -1867255 nChanged 16
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	Iteration 70Q: 3 clusters Score -1867265 nChanged 15
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	Iteration 71Q: 3 clusters Score -1867268 nChanged 15
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	Iteration 72Q: 3 clusters Score -1867270 nChanged 13
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	Iteration 73Q: 3 clusters Score -1867275 nChanged 17
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	Iteration 74Q: 3 clusters Score -1867285 nChanged 16
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	Iteration 75Q: 3 clusters Score -1867293 nChanged 18
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	Iteration 76Q: 3 clusters Score -1867296 nChanged 9
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	Iteration 77Q: 3 clusters Score -1867298 nChanged 13
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	Iteration 78Q: 3 clusters Score -1867303 nChanged 10
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	Iteration 79Q: 3 clusters Score -1867303 nChanged 15
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	Iteration 80F: 3 clusters Score -1867313 nChanged 11
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	Iteration 81Q: 3 clusters Score -1867320 nChanged 14
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	Iteration 82Q: 3 clusters Score -1867325 nChanged 16
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	Iteration 83Q: 3 clusters Score -1867330 nChanged 13
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	Iteration 84Q: 3 clusters Score -1867330 nChanged 10
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	Iteration 85Q: 3 clusters Score -1867336 nChanged 5
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	Iteration 86Q: 3 clusters Score -1867341 nChanged 4
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	Iteration 87Q: 3 clusters Score -1867344 nChanged 5
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	Iteration 88Q: 3 clusters Score -1867345 nChanged 7
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	Iteration 89Q: 3 clusters Score -1867350 nChanged 4
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	Iteration 90Q: 3 clusters Score -1867348 nChanged 4
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	Iteration 91Q: 3 clusters Score -1867347 nChanged 2
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	Iteration 92Q: 3 clusters Score -1867349 nChanged 2
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	Iteration 93Q: 3 clusters Score -1867350 nChanged 3
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	Iteration 94Q: 3 clusters Score -1867351 nChanged 2
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	Iteration 95Q: 3 clusters Score -1867352 nChanged 3
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	Iteration 96Q: 3 clusters Score -1867356 nChanged 6
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	Iteration 97Q: 3 clusters Score -1867360 nChanged 7
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	Iteration 98Q: 3 clusters Score -1867364 nChanged 6
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	Iteration 99Q: 3 clusters Score -1867367 nChanged 3
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	Iteration 100F: 3 clusters Score -1867366 nChanged 4
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	Iteration 101Q: 3 clusters Score -1867366 nChanged 4
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	Iteration 102Q: 3 clusters Score -1867368 nChanged 1
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	Iteration 103Q: 3 clusters Score -1867368 nChanged 1
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Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1867367.500000 Penalty: 3406.871826
	Iteration 104Q: 3 clusters Score -1867368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1867367.500000 Penalty: 3406.871826
	Iteration 105F: 3 clusters Score -1867368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Entering Unmasked Estep 
Score: -98494.273438 Penalty: 1250.486694
	Iteration 0F: 2 clusters Score -98494.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -96269.867188 Penalty: 2500.973389
	Iteration 0F: 3 clusters Score -96269.87 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -96847.015625 Penalty: 2500.973389
	Iteration 1F: 3 clusters Score -96847.02 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -96990.148438 Penalty: 2500.973389
	Iteration 2F: 3 clusters Score -96990.15 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -97077.304688 Penalty: 2500.973389
	Iteration 3F: 3 clusters Score -97077.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -97131.539062 Penalty: 2500.973389
	Iteration 4Q: 3 clusters Score -97131.54 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -97178.507812 Penalty: 2500.973389
	Iteration 5Q: 3 clusters Score -97178.51 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -97227.140625 Penalty: 2500.973389
	Iteration 6Q: 3 clusters Score -97227.14 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -97273.531250 Penalty: 2500.973389
	Iteration 7Q: 3 clusters Score -97273.53 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -97312.195312 Penalty: 2500.973389
	Iteration 8Q: 3 clusters Score -97312.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -97351.281250 Penalty: 2500.973389
	Iteration 9Q: 3 clusters Score -97351.28 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -97389.140625 Penalty: 2500.973389
	Iteration 10Q: 3 clusters Score -97389.14 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -97424.406250 Penalty: 2500.973389
	Iteration 11Q: 3 clusters Score -97424.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -97449.476562 Penalty: 2500.973389
	Iteration 12Q: 3 clusters Score -97449.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -97476.757812 Penalty: 2500.973389
	Iteration 13Q: 3 clusters Score -97476.76 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -97494.953125 Penalty: 2500.973389
	Iteration 14Q: 3 clusters Score -97494.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -97506.007812 Penalty: 2500.973389
	Iteration 15Q: 3 clusters Score -97506.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -97515.296875 Penalty: 2500.973389
	Iteration 16Q: 3 clusters Score -97515.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -97522.921875 Penalty: 2500.973389
	Iteration 17Q: 3 clusters Score -97522.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -97529.421875 Penalty: 2500.973389
	Iteration 18Q: 3 clusters Score -97529.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -97534.265625 Penalty: 2500.973389
	Iteration 19Q: 3 clusters Score -97534.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -97537.328125 Penalty: 2500.973389
	Iteration 20F: 3 clusters Score -97537.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -97538.578125 Penalty: 2500.973389
	Iteration 21Q: 3 clusters Score -97538.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -97539.789062 Penalty: 2500.973389
	Iteration 22Q: 3 clusters Score -97539.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -97541.445312 Penalty: 2500.973389
	Iteration 23Q: 3 clusters Score -97541.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -97543.640625 Penalty: 2500.973389
	Iteration 24Q: 3 clusters Score -97543.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -97544.695312 Penalty: 2500.973389
	Iteration 25Q: 3 clusters Score -97544.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -97545.445312 Penalty: 2500.973389
	Iteration 26Q: 3 clusters Score -97545.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -97545.703125 Penalty: 2500.973389
	Iteration 27Q: 3 clusters Score -97545.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -97545.703125 Penalty: 2500.973389
	Iteration 28F: 3 clusters Score -97545.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Entering Unmasked Estep 
Score: -139210.453125 Penalty: 1296.698242
	Iteration 0F: 2 clusters Score -139210.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -136525.218750 Penalty: 2593.396484
	Iteration 0F: 3 clusters Score -136525.2 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -137238.781250 Penalty: 2593.396484
	Iteration 1F: 3 clusters Score -137238.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -137488.000000 Penalty: 2593.396484
	Iteration 2F: 3 clusters Score -137488 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -137679.468750 Penalty: 2593.396484
	Iteration 3F: 3 clusters Score -137679.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -137844.500000 Penalty: 2593.396484
	Iteration 4F: 3 clusters Score -137844.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -137990.937500 Penalty: 2593.396484
	Iteration 5F: 3 clusters Score -137990.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -138114.875000 Penalty: 2593.396484
	Iteration 6Q: 3 clusters Score -138114.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -138213.796875 Penalty: 2593.396484
	Iteration 7Q: 3 clusters Score -138213.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -138271.984375 Penalty: 2593.396484
	Iteration 8Q: 3 clusters Score -138272 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -138299.312500 Penalty: 2593.396484
	Iteration 9Q: 3 clusters Score -138299.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -138330.531250 Penalty: 2593.396484
	Iteration 10Q: 3 clusters Score -138330.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -138357.312500 Penalty: 2593.396484
	Iteration 11Q: 3 clusters Score -138357.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -138383.296875 Penalty: 2593.396484
	Iteration 12Q: 3 clusters Score -138383.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -138401.312500 Penalty: 2593.396484
	Iteration 13Q: 3 clusters Score -138401.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -138415.171875 Penalty: 2593.396484
	Iteration 14Q: 3 clusters Score -138415.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -138426.593750 Penalty: 2593.396484
	Iteration 15Q: 3 clusters Score -138426.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -138433.343750 Penalty: 2593.396484
	Iteration 16Q: 3 clusters Score -138433.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -138437.671875 Penalty: 2593.396484
	Iteration 17Q: 3 clusters Score -138437.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -138442.000000 Penalty: 2593.396484
	Iteration 18Q: 3 clusters Score -138442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -138444.468750 Penalty: 2593.396484
	Iteration 19Q: 3 clusters Score -138444.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -138447.484375 Penalty: 2593.396484
	Iteration 20F: 3 clusters Score -138447.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -138448.515625 Penalty: 2593.396484
	Iteration 21Q: 3 clusters Score -138448.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -138451.218750 Penalty: 2593.396484
	Iteration 22Q: 3 clusters Score -138451.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -138451.671875 Penalty: 2593.396484
	Iteration 23Q: 3 clusters Score -138451.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -138451.671875 Penalty: 2593.396484
	Iteration 24F: 3 clusters Score -138451.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Entering Unmasked Estep 
Score: -291103.781250 Penalty: 1401.441040
	Iteration 0F: 2 clusters Score -291103.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -286728.468750 Penalty: 2802.882080
	Iteration 0F: 3 clusters Score -286728.5 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -287970.437500 Penalty: 2802.882080
	Iteration 1F: 3 clusters Score -287970.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -288144.937500 Penalty: 2802.882080
	Iteration 2F: 3 clusters Score -288144.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -288277.156250 Penalty: 2802.882080
	Iteration 3F: 3 clusters Score -288277.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -288360.843750 Penalty: 2802.882080
	Iteration 4Q: 3 clusters Score -288360.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -288431.468750 Penalty: 2802.882080
	Iteration 5Q: 3 clusters Score -288431.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -288489.125000 Penalty: 2802.882080
	Iteration 6Q: 3 clusters Score -288489.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -288535.625000 Penalty: 2802.882080
	Iteration 7Q: 3 clusters Score -288535.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -288573.500000 Penalty: 2802.882080
	Iteration 8Q: 3 clusters Score -288573.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -288615.250000 Penalty: 2802.882080
	Iteration 9Q: 3 clusters Score -288615.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -288658.093750 Penalty: 2802.882080
	Iteration 10Q: 3 clusters Score -288658.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -288694.625000 Penalty: 2802.882080
	Iteration 11Q: 3 clusters Score -288694.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -288722.906250 Penalty: 2802.882080
	Iteration 12Q: 3 clusters Score -288722.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -288750.500000 Penalty: 2802.882080
	Iteration 13Q: 3 clusters Score -288750.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -288783.281250 Penalty: 2802.882080
	Iteration 14Q: 3 clusters Score -288783.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -288822.781250 Penalty: 2802.882080
	Iteration 15Q: 3 clusters Score -288822.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -288877.343750 Penalty: 2802.882080
	Iteration 16Q: 3 clusters Score -288877.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -288932.750000 Penalty: 2802.882080
	Iteration 17Q: 3 clusters Score -288932.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -288999.562500 Penalty: 2802.882080
	Iteration 18Q: 3 clusters Score -288999.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -289086.562500 Penalty: 2802.882080
	Iteration 19Q: 3 clusters Score -289086.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -289198.437500 Penalty: 2802.882080
	Iteration 20F: 3 clusters Score -289198.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -289304.562500 Penalty: 2802.882080
	Iteration 21Q: 3 clusters Score -289304.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -289389.093750 Penalty: 2802.882080
	Iteration 22Q: 3 clusters Score -289389.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -289463.031250 Penalty: 2802.882080
	Iteration 23Q: 3 clusters Score -289463 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -289511.468750 Penalty: 2802.882080
	Iteration 24Q: 3 clusters Score -289511.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -289539.093750 Penalty: 2802.882080
	Iteration 25Q: 3 clusters Score -289539.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -289562.906250 Penalty: 2802.882080
	Iteration 26Q: 3 clusters Score -289562.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -289586.187500 Penalty: 2802.882080
	Iteration 27Q: 3 clusters Score -289586.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -289614.906250 Penalty: 2802.882080
	Iteration 28Q: 3 clusters Score -289614.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -289634.812500 Penalty: 2802.882080
	Iteration 29Q: 3 clusters Score -289634.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -289658.718750 Penalty: 2802.882080
	Iteration 30Q: 3 clusters Score -289658.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -289678.156250 Penalty: 2802.882080
	Iteration 31Q: 3 clusters Score -289678.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -289691.656250 Penalty: 2802.882080
	Iteration 32Q: 3 clusters Score -289691.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -289703.375000 Penalty: 2802.882080
	Iteration 33Q: 3 clusters Score -289703.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -289711.687500 Penalty: 2802.882080
	Iteration 34Q: 3 clusters Score -289711.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -289717.312500 Penalty: 2802.882080
	Iteration 35Q: 3 clusters Score -289717.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -289721.843750 Penalty: 2802.882080
	Iteration 36Q: 3 clusters Score -289721.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -289725.937500 Penalty: 2802.882080
	Iteration 37Q: 3 clusters Score -289725.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -289734.718750 Penalty: 2802.882080
	Iteration 38Q: 3 clusters Score -289734.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -289741.187500 Penalty: 2802.882080
	Iteration 39Q: 3 clusters Score -289741.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -289746.093750 Penalty: 2802.882080
	Iteration 40F: 3 clusters Score -289746.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -289751.343750 Penalty: 2802.882080
	Iteration 41Q: 3 clusters Score -289751.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -289755.062500 Penalty: 2802.882080
	Iteration 42Q: 3 clusters Score -289755.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -289756.000000 Penalty: 2802.882080
	Iteration 43Q: 3 clusters Score -289756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -289757.593750 Penalty: 2802.882080
	Iteration 44Q: 3 clusters Score -289757.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -289759.093750 Penalty: 2802.882080
	Iteration 45Q: 3 clusters Score -289759.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -289760.625000 Penalty: 2802.882080
	Iteration 46Q: 3 clusters Score -289760.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -289760.750000 Penalty: 2802.882080
	Iteration 47Q: 3 clusters Score -289760.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -289761.562500 Penalty: 2802.882080
	Iteration 48Q: 3 clusters Score -289761.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -289761.562500 Penalty: 2802.882080
	Iteration 49F: 3 clusters Score -289761.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Entering Unmasked Estep 
Score: -611948.750000 Penalty: 1517.515503
	Iteration 0F: 2 clusters Score -611948.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -603939.625000 Penalty: 3035.031006
	Iteration 0F: 3 clusters Score -603939.6 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -606579.500000 Penalty: 3035.031006
	Iteration 1F: 3 clusters Score -606579.5 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -606838.812500 Penalty: 3035.031006
	Iteration 2F: 3 clusters Score -606838.8 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -607060.687500 Penalty: 3035.031006
	Iteration 3Q: 3 clusters Score -607060.7 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -607273.375000 Penalty: 3035.031006
	Iteration 4Q: 3 clusters Score -607273.4 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -607530.812500 Penalty: 3035.031006
	Iteration 5Q: 3 clusters Score -607530.8 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -607883.937500 Penalty: 3035.031006
	Iteration 6F: 3 clusters Score -607883.9 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -608296.250000 Penalty: 3035.031006
	Iteration 7F: 3 clusters Score -608296.2 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -608749.562500 Penalty: 3035.031006
	Iteration 8F: 3 clusters Score -608749.6 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -609307.687500 Penalty: 3035.031006
	Iteration 9F: 3 clusters Score -609307.7 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -609756.750000 Penalty: 3035.031006
	Iteration 10Q: 3 clusters Score -609756.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -610070.812500 Penalty: 3035.031006
	Iteration 11Q: 3 clusters Score -610070.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -610281.187500 Penalty: 3035.031006
	Iteration 12Q: 3 clusters Score -610281.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -610386.937500 Penalty: 3035.031006
	Iteration 13Q: 3 clusters Score -610386.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -610433.937500 Penalty: 3035.031006
	Iteration 14Q: 3 clusters Score -610433.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -610459.312500 Penalty: 3035.031006
	Iteration 15Q: 3 clusters Score -610459.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -610483.875000 Penalty: 3035.031006
	Iteration 16Q: 3 clusters Score -610483.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -610502.062500 Penalty: 3035.031006
	Iteration 17Q: 3 clusters Score -610502.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -610522.062500 Penalty: 3035.031006
	Iteration 18Q: 3 clusters Score -610522.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -610534.125000 Penalty: 3035.031006
	Iteration 19Q: 3 clusters Score -610534.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -610547.312500 Penalty: 3035.031006
	Iteration 20F: 3 clusters Score -610547.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -610552.750000 Penalty: 3035.031006
	Iteration 21Q: 3 clusters Score -610552.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -610557.312500 Penalty: 3035.031006
	Iteration 22Q: 3 clusters Score -610557.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -610565.750000 Penalty: 3035.031006
	Iteration 23Q: 3 clusters Score -610565.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -610569.625000 Penalty: 3035.031006
	Iteration 24Q: 3 clusters Score -610569.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -610574.125000 Penalty: 3035.031006
	Iteration 25Q: 3 clusters Score -610574.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -610579.625000 Penalty: 3035.031006
	Iteration 26Q: 3 clusters Score -610579.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -610583.187500 Penalty: 3035.031006
	Iteration 27Q: 3 clusters Score -610583.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -610585.250000 Penalty: 3035.031006
	Iteration 28Q: 3 clusters Score -610585.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -610588.750000 Penalty: 3035.031006
	Iteration 29Q: 3 clusters Score -610588.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -610591.375000 Penalty: 3035.031006
	Iteration 30Q: 3 clusters Score -610591.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -610591.187500 Penalty: 3035.031006
	Iteration 31Q: 3 clusters Score -610591.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -610594.125000 Penalty: 3035.031006
	Iteration 32Q: 3 clusters Score -610594.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -610595.687500 Penalty: 3035.031006
	Iteration 33Q: 3 clusters Score -610595.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -610599.312500 Penalty: 3035.031006
	Iteration 34Q: 3 clusters Score -610599.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -610598.125000 Penalty: 3035.031006
	Iteration 35Q: 3 clusters Score -610598.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -610599.312500 Penalty: 3035.031006
	Iteration 36Q: 3 clusters Score -610599.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -610599.062500 Penalty: 3035.031006
	Iteration 37Q: 3 clusters Score -610599.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -610599.125000 Penalty: 3035.031006
	Iteration 38Q: 3 clusters Score -610599.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -610599.125000 Penalty: 3035.031006
	Iteration 39F: 3 clusters Score -610599.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Entering Unmasked Estep 
Score: -395675.968750 Penalty: 1444.512573
	Iteration 0F: 2 clusters Score -395676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -390229.718750 Penalty: 2889.025146
	Iteration 0F: 3 clusters Score -390229.7 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -391926.156250 Penalty: 2889.025146
	Iteration 1F: 3 clusters Score -391926.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -392161.125000 Penalty: 2889.025146
	Iteration 2F: 3 clusters Score -392161.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -392331.656250 Penalty: 2889.025146
	Iteration 3F: 3 clusters Score -392331.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -392487.562500 Penalty: 2889.025146
	Iteration 4Q: 3 clusters Score -392487.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -392630.968750 Penalty: 2889.025146
	Iteration 5Q: 3 clusters Score -392631 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -392754.625000 Penalty: 2889.025146
	Iteration 6Q: 3 clusters Score -392754.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -392914.843750 Penalty: 2889.025146
	Iteration 7Q: 3 clusters Score -392914.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -393095.093750 Penalty: 2889.025146
	Iteration 8Q: 3 clusters Score -393095.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -393285.593750 Penalty: 2889.025146
	Iteration 9Q: 3 clusters Score -393285.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -393508.937500 Penalty: 2889.025146
	Iteration 10Q: 3 clusters Score -393508.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -393710.218750 Penalty: 2889.025146
	Iteration 11Q: 3 clusters Score -393710.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -393917.750000 Penalty: 2889.025146
	Iteration 12Q: 3 clusters Score -393917.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -394053.687500 Penalty: 2889.025146
	Iteration 13Q: 3 clusters Score -394053.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -394141.250000 Penalty: 2889.025146
	Iteration 14Q: 3 clusters Score -394141.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -394215.250000 Penalty: 2889.025146
	Iteration 15Q: 3 clusters Score -394215.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -394267.656250 Penalty: 2889.025146
	Iteration 16Q: 3 clusters Score -394267.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -394309.343750 Penalty: 2889.025146
	Iteration 17Q: 3 clusters Score -394309.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -394354.687500 Penalty: 2889.025146
	Iteration 18Q: 3 clusters Score -394354.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -394384.593750 Penalty: 2889.025146
	Iteration 19Q: 3 clusters Score -394384.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -394405.718750 Penalty: 2889.025146
	Iteration 20F: 3 clusters Score -394405.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -394420.406250 Penalty: 2889.025146
	Iteration 21Q: 3 clusters Score -394420.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -394433.718750 Penalty: 2889.025146
	Iteration 22Q: 3 clusters Score -394433.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -394446.750000 Penalty: 2889.025146
	Iteration 23Q: 3 clusters Score -394446.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -394454.531250 Penalty: 2889.025146
	Iteration 24Q: 3 clusters Score -394454.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -394460.468750 Penalty: 2889.025146
	Iteration 25Q: 3 clusters Score -394460.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -394463.625000 Penalty: 2889.025146
	Iteration 26Q: 3 clusters Score -394463.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -394466.968750 Penalty: 2889.025146
	Iteration 27Q: 3 clusters Score -394467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -394466.968750 Penalty: 2889.025146
	Iteration 28Q: 3 clusters Score -394467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -394469.343750 Penalty: 2889.025146
	Iteration 29Q: 3 clusters Score -394469.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -394471.000000 Penalty: 2889.025146
	Iteration 30Q: 3 clusters Score -394471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -394472.531250 Penalty: 2889.025146
	Iteration 31Q: 3 clusters Score -394472.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -394474.281250 Penalty: 2889.025146
	Iteration 32Q: 3 clusters Score -394474.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -394476.906250 Penalty: 2889.025146
	Iteration 33Q: 3 clusters Score -394476.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -394479.437500 Penalty: 2889.025146
	Iteration 34Q: 3 clusters Score -394479.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -394481.062500 Penalty: 2889.025146
	Iteration 35Q: 3 clusters Score -394481.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -394481.031250 Penalty: 2889.025146
	Iteration 36Q: 3 clusters Score -394481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -394481.875000 Penalty: 2889.025146
	Iteration 37Q: 3 clusters Score -394481.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -394482.125000 Penalty: 2889.025146
	Iteration 38Q: 3 clusters Score -394482.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -394483.000000 Penalty: 2889.025146
	Iteration 39Q: 3 clusters Score -394483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -394482.812500 Penalty: 2889.025146
	Iteration 40F: 3 clusters Score -394482.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Entering Unmasked Estep 
Score: -772121.250000 Penalty: 1560.101440
	Iteration 0F: 2 clusters Score -772121.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -761974.500000 Penalty: 3120.202881
	Iteration 0F: 3 clusters Score -761974.5 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -765718.062500 Penalty: 3120.202881
	Iteration 1F: 3 clusters Score -765718.1 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -766088.875000 Penalty: 3120.202881
	Iteration 2F: 3 clusters Score -766088.9 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -766458.937500 Penalty: 3120.202881
	Iteration 3F: 3 clusters Score -766458.9 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -766906.500000 Penalty: 3120.202881
	Iteration 4F: 3 clusters Score -766906.5 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -767440.687500 Penalty: 3120.202881
	Iteration 5F: 3 clusters Score -767440.7 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -768029.375000 Penalty: 3120.202881
	Iteration 6F: 3 clusters Score -768029.4 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -768712.000000 Penalty: 3120.202881
	Iteration 7F: 3 clusters Score -768712 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -769298.250000 Penalty: 3120.202881
	Iteration 8F: 3 clusters Score -769298.2 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -769677.000000 Penalty: 3120.202881
	Iteration 9Q: 3 clusters Score -769677 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -769916.375000 Penalty: 3120.202881
	Iteration 10Q: 3 clusters Score -769916.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -770057.062500 Penalty: 3120.202881
	Iteration 11Q: 3 clusters Score -770057.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -770160.875000 Penalty: 3120.202881
	Iteration 12Q: 3 clusters Score -770160.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -770256.000000 Penalty: 3120.202881
	Iteration 13Q: 3 clusters Score -770256 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -770343.875000 Penalty: 3120.202881
	Iteration 14Q: 3 clusters Score -770343.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -770414.312500 Penalty: 3120.202881
	Iteration 15Q: 3 clusters Score -770414.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -770458.250000 Penalty: 3120.202881
	Iteration 16Q: 3 clusters Score -770458.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -770494.187500 Penalty: 3120.202881
	Iteration 17Q: 3 clusters Score -770494.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -770530.375000 Penalty: 3120.202881
	Iteration 18Q: 3 clusters Score -770530.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -770553.000000 Penalty: 3120.202881
	Iteration 19Q: 3 clusters Score -770553 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -770568.812500 Penalty: 3120.202881
	Iteration 20F: 3 clusters Score -770568.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -770588.125000 Penalty: 3120.202881
	Iteration 21Q: 3 clusters Score -770588.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -770606.875000 Penalty: 3120.202881
	Iteration 22Q: 3 clusters Score -770606.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -770625.375000 Penalty: 3120.202881
	Iteration 23Q: 3 clusters Score -770625.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -770650.187500 Penalty: 3120.202881
	Iteration 24Q: 3 clusters Score -770650.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -770670.937500 Penalty: 3120.202881
	Iteration 25Q: 3 clusters Score -770670.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -770687.875000 Penalty: 3120.202881
	Iteration 26Q: 3 clusters Score -770687.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -770706.187500 Penalty: 3120.202881
	Iteration 27Q: 3 clusters Score -770706.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -770721.937500 Penalty: 3120.202881
	Iteration 28Q: 3 clusters Score -770721.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -770741.062500 Penalty: 3120.202881
	Iteration 29Q: 3 clusters Score -770741.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -770757.250000 Penalty: 3120.202881
	Iteration 30Q: 3 clusters Score -770757.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -770778.812500 Penalty: 3120.202881
	Iteration 31Q: 3 clusters Score -770778.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -770797.687500 Penalty: 3120.202881
	Iteration 32Q: 3 clusters Score -770797.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -770817.625000 Penalty: 3120.202881
	Iteration 33Q: 3 clusters Score -770817.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -770843.000000 Penalty: 3120.202881
	Iteration 34Q: 3 clusters Score -770843 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -770868.312500 Penalty: 3120.202881
	Iteration 35Q: 3 clusters Score -770868.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -770888.250000 Penalty: 3120.202881
	Iteration 36Q: 3 clusters Score -770888.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -770902.250000 Penalty: 3120.202881
	Iteration 37Q: 3 clusters Score -770902.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -770909.437500 Penalty: 3120.202881
	Iteration 38Q: 3 clusters Score -770909.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -770920.187500 Penalty: 3120.202881
	Iteration 39Q: 3 clusters Score -770920.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -770925.000000 Penalty: 3120.202881
	Iteration 40F: 3 clusters Score -770925 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -770931.437500 Penalty: 3120.202881
	Iteration 41Q: 3 clusters Score -770931.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -770938.312500 Penalty: 3120.202881
	Iteration 42Q: 3 clusters Score -770938.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -770941.250000 Penalty: 3120.202881
	Iteration 43Q: 3 clusters Score -770941.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -770941.750000 Penalty: 3120.202881
	Iteration 44Q: 3 clusters Score -770941.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -770944.750000 Penalty: 3120.202881
	Iteration 45Q: 3 clusters Score -770944.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -770945.500000 Penalty: 3120.202881
	Iteration 46Q: 3 clusters Score -770945.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -770946.937500 Penalty: 3120.202881
	Iteration 47Q: 3 clusters Score -770946.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -770950.750000 Penalty: 3120.202881
	Iteration 48Q: 3 clusters Score -770950.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -770951.437500 Penalty: 3120.202881
	Iteration 49Q: 3 clusters Score -770951.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -770952.062500 Penalty: 3120.202881
	Iteration 50Q: 3 clusters Score -770952.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -770953.000000 Penalty: 3120.202881
	Iteration 51Q: 3 clusters Score -770953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -770955.250000 Penalty: 3120.202881
	Iteration 52Q: 3 clusters Score -770955.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -770956.750000 Penalty: 3120.202881
	Iteration 53Q: 3 clusters Score -770956.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -770958.187500 Penalty: 3120.202881
	Iteration 54Q: 3 clusters Score -770958.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -770960.687500 Penalty: 3120.202881
	Iteration 55Q: 3 clusters Score -770960.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -770959.625000 Penalty: 3120.202881
	Iteration 56Q: 3 clusters Score -770959.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -770962.062500 Penalty: 3120.202881
	Iteration 57Q: 3 clusters Score -770962.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -770962.062500 Penalty: 3120.202881
	Iteration 58F: 3 clusters Score -770962.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Entering Unmasked Estep 
Score: -276875.343750 Penalty: 1385.338745
	Iteration 0F: 2 clusters Score -276875.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -272892.656250 Penalty: 2770.677490
	Iteration 0F: 3 clusters Score -272892.7 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -273953.000000 Penalty: 2770.677490
	Iteration 1F: 3 clusters Score -273953 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -274103.125000 Penalty: 2770.677490
	Iteration 2F: 3 clusters Score -274103.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -274199.750000 Penalty: 2770.677490
	Iteration 3Q: 3 clusters Score -274199.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -274279.625000 Penalty: 2770.677490
	Iteration 4Q: 3 clusters Score -274279.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -274374.625000 Penalty: 2770.677490
	Iteration 5Q: 3 clusters Score -274374.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -274485.531250 Penalty: 2770.677490
	Iteration 6Q: 3 clusters Score -274485.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -274624.062500 Penalty: 2770.677490
	Iteration 7Q: 3 clusters Score -274624.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -274771.968750 Penalty: 2770.677490
	Iteration 8Q: 3 clusters Score -274772 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -274936.687500 Penalty: 2770.677490
	Iteration 9Q: 3 clusters Score -274936.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -275106.031250 Penalty: 2770.677490
	Iteration 10Q: 3 clusters Score -275106 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -275254.375000 Penalty: 2770.677490
	Iteration 11Q: 3 clusters Score -275254.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -275383.062500 Penalty: 2770.677490
	Iteration 12Q: 3 clusters Score -275383.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -275459.218750 Penalty: 2770.677490
	Iteration 13Q: 3 clusters Score -275459.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -275511.718750 Penalty: 2770.677490
	Iteration 14Q: 3 clusters Score -275511.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -275546.218750 Penalty: 2770.677490
	Iteration 15Q: 3 clusters Score -275546.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -275574.343750 Penalty: 2770.677490
	Iteration 16Q: 3 clusters Score -275574.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -275594.687500 Penalty: 2770.677490
	Iteration 17Q: 3 clusters Score -275594.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -275607.250000 Penalty: 2770.677490
	Iteration 18Q: 3 clusters Score -275607.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -275620.718750 Penalty: 2770.677490
	Iteration 19Q: 3 clusters Score -275620.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -275631.437500 Penalty: 2770.677490
	Iteration 20F: 3 clusters Score -275631.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -275638.375000 Penalty: 2770.677490
	Iteration 21Q: 3 clusters Score -275638.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -275644.312500 Penalty: 2770.677490
	Iteration 22Q: 3 clusters Score -275644.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -275649.375000 Penalty: 2770.677490
	Iteration 23Q: 3 clusters Score -275649.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -275651.781250 Penalty: 2770.677490
	Iteration 24Q: 3 clusters Score -275651.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -275653.718750 Penalty: 2770.677490
	Iteration 25Q: 3 clusters Score -275653.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -275656.625000 Penalty: 2770.677490
	Iteration 26Q: 3 clusters Score -275656.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -275658.968750 Penalty: 2770.677490
	Iteration 27Q: 3 clusters Score -275659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -275662.906250 Penalty: 2770.677490
	Iteration 28Q: 3 clusters Score -275662.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -275665.843750 Penalty: 2770.677490
	Iteration 29Q: 3 clusters Score -275665.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -275668.218750 Penalty: 2770.677490
	Iteration 30Q: 3 clusters Score -275668.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -275671.593750 Penalty: 2770.677490
	Iteration 31Q: 3 clusters Score -275671.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -275673.343750 Penalty: 2770.677490
	Iteration 32Q: 3 clusters Score -275673.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -275675.906250 Penalty: 2770.677490
	Iteration 33Q: 3 clusters Score -275675.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -275678.781250 Penalty: 2770.677490
	Iteration 34Q: 3 clusters Score -275678.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -275682.031250 Penalty: 2770.677490
	Iteration 35Q: 3 clusters Score -275682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -275682.375000 Penalty: 2770.677490
	Iteration 36Q: 3 clusters Score -275682.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -275683.593750 Penalty: 2770.677490
	Iteration 37Q: 3 clusters Score -275683.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -275686.406250 Penalty: 2770.677490
	Iteration 38Q: 3 clusters Score -275686.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -275687.218750 Penalty: 2770.677490
	Iteration 39Q: 3 clusters Score -275687.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -275688.687500 Penalty: 2770.677490
	Iteration 40F: 3 clusters Score -275688.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -275690.187500 Penalty: 2770.677490
	Iteration 41Q: 3 clusters Score -275690.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -275691.718750 Penalty: 2770.677490
	Iteration 42Q: 3 clusters Score -275691.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -275693.281250 Penalty: 2770.677490
	Iteration 43Q: 3 clusters Score -275693.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -275694.343750 Penalty: 2770.677490
	Iteration 44Q: 3 clusters Score -275694.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -275694.968750 Penalty: 2770.677490
	Iteration 45Q: 3 clusters Score -275695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -275697.875000 Penalty: 2770.677490
	Iteration 46Q: 3 clusters Score -275697.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -275700.343750 Penalty: 2770.677490
	Iteration 47Q: 3 clusters Score -275700.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -275702.250000 Penalty: 2770.677490
	Iteration 48Q: 3 clusters Score -275702.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -275702.781250 Penalty: 2770.677490
	Iteration 49Q: 3 clusters Score -275702.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -275703.468750 Penalty: 2770.677490
	Iteration 50Q: 3 clusters Score -275703.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -275703.781250 Penalty: 2770.677490
	Iteration 51Q: 3 clusters Score -275703.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -275703.781250 Penalty: 2770.677490
	Iteration 52F: 3 clusters Score -275703.8 nChanged 0
--- Evaluating fit on full set of 1388067 points ---
Entering Unmasked Estep 
Score: -69532072.000000 Penalty: 34474.593750
20->16 Clusters: Score -69532072.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 462689 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 23217 members 
Mstep: Class 3 contains 23026 members 
Mstep: Class 4 contains 22980 members 
Mstep: Class 5 contains 22968 members 
Mstep: Class 6 contains 23157 members 
Mstep: Class 7 contains 23106 members 
Mstep: Class 8 contains 23097 members 
Mstep: Class 9 contains 23034 members 
Mstep: Class 10 contains 23042 members 
Mstep: Class 11 contains 23419 members 
Mstep: Class 12 contains 23184 members 
Mstep: Class 13 contains 23100 members 
Mstep: Class 14 contains 23142 members 
Mstep: Class 15 contains 23188 members 
Mstep: Class 16 contains 23050 members 
Mstep: Class 17 contains 23288 members 
Mstep: Class 18 contains 22924 members 
Mstep: Class 19 contains 23265 members 
Mstep: Class 20 contains 23441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 751.031677 but Gain 2119.781250
Score: -21624070.000000 Penalty: 40275.851562
Iteration 0F: 20 clusters Score -2.162407e+07 nChanged 434675
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 19336 members 
Mstep: Class 3 contains 18790 members 
Mstep: Class 4 contains 24675 members 
Mstep: Class 5 contains 20085 members 
Mstep: Class 6 contains 24517 members 
Mstep: Class 7 contains 23943 members 
Mstep: Class 9 contains 26279 members 
Mstep: Class 10 contains 20017 members 
Mstep: Class 11 contains 25524 members 
Mstep: Class 12 contains 28193 members 
Mstep: Class 13 contains 29005 members 
Mstep: Class 14 contains 23769 members 
Mstep: Class 15 contains 19311 members 
Mstep: Class 16 contains 18619 members 
Mstep: Class 17 contains 25150 members 
Mstep: Class 18 contains 22153 members 
Mstep: Class 19 contains 29188 members 
Mstep: Class 20 contains 30146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22545890.000000 Penalty: 40275.851562
Iteration 1F: 20 clusters Score -2.254589e+07 nChanged 107077
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 16639 members 
Mstep: Class 3 contains 14753 members 
Mstep: Class 4 contains 26006 members 
Mstep: Class 5 contains 18484 members 
Mstep: Class 6 contains 24853 members 
Mstep: Class 7 contains 22696 members 
Mstep: Class 9 contains 25727 members 
Mstep: Class 10 contains 20575 members 
Mstep: Class 11 contains 26044 members 
Mstep: Class 12 contains 30851 members 
Mstep: Class 13 contains 30552 members 
Mstep: Class 14 contains 23963 members 
Mstep: Class 15 contains 18219 members 
Mstep: Class 16 contains 17674 members 
Mstep: Class 17 contains 24644 members 
Mstep: Class 18 contains 20806 members 
Mstep: Class 19 contains 31365 members 
Mstep: Class 20 contains 30682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22649758.000000 Penalty: 40275.851562
Iteration 2F: 20 clusters Score -2.264976e+07 nChanged 88229
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 14480 members 
Mstep: Class 3 contains 12194 members 
Mstep: Class 4 contains 27578 members 
Mstep: Class 5 contains 17059 members 
Mstep: Class 6 contains 23881 members 
Mstep: Class 7 contains 20754 members 
Mstep: Class 9 contains 24493 members 
Mstep: Class 10 contains 21729 members 
Mstep: Class 11 contains 26534 members 
Mstep: Class 12 contains 34016 members 
Mstep: Class 13 contains 32219 members 
Mstep: Class 14 contains 25152 members 
Mstep: Class 15 contains 17130 members 
Mstep: Class 16 contains 16985 members 
Mstep: Class 17 contains 22949 members 
Mstep: Class 18 contains 19806 members 
Mstep: Class 19 contains 32015 members 
Mstep: Class 20 contains 32514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22719928.000000 Penalty: 40275.851562
Iteration 3F: 20 clusters Score -2.271993e+07 nChanged 74768
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 12683 members 
Mstep: Class 3 contains 9980 members 
Mstep: Class 4 contains 29309 members 
Mstep: Class 5 contains 15460 members 
Mstep: Class 6 contains 22403 members 
Mstep: Class 7 contains 18168 members 
Mstep: Class 9 contains 23403 members 
Mstep: Class 10 contains 22852 members 
Mstep: Class 11 contains 27092 members 
Mstep: Class 12 contains 37236 members 
Mstep: Class 13 contains 34822 members 
Mstep: Class 14 contains 27370 members 
Mstep: Class 15 contains 16100 members 
Mstep: Class 16 contains 16419 members 
Mstep: Class 17 contains 20522 members 
Mstep: Class 18 contains 18692 members 
Mstep: Class 19 contains 31525 members 
Mstep: Class 20 contains 34900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22775060.000000 Penalty: 40275.851562
Iteration 4F: 20 clusters Score -2.277506e+07 nChanged 65899
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 46290 members 
Mstep: Class 2 contains 11293 members 
Mstep: Class 3 contains 8008 members 
Mstep: Class 4 contains 30801 members 
Mstep: Class 5 contains 13720 members 
Mstep: Class 6 contains 21048 members 
Mstep: Class 7 contains 15390 members 
Mstep: Class 9 contains 22934 members 
Mstep: Class 10 contains 23588 members 
Mstep: Class 11 contains 27492 members 
Mstep: Class 12 contains 39966 members 
Mstep: Class 13 contains 37989 members 
Mstep: Class 14 contains 31013 members 
Mstep: Class 15 contains 15050 members 
Mstep: Class 16 contains 15834 members 
Mstep: Class 17 contains 17522 members 
Mstep: Class 18 contains 16900 members 
Mstep: Class 19 contains 30096 members 
Mstep: Class 20 contains 37754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22820710.000000 Penalty: 40275.851562
Iteration 5F: 20 clusters Score -2.282071e+07 nChanged 59782
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 49304 members 
Mstep: Class 2 contains 10253 members 
Mstep: Class 3 contains 6509 members 
Mstep: Class 4 contains 31765 members 
Mstep: Class 5 contains 12003 members 
Mstep: Class 6 contains 19803 members 
Mstep: Class 7 contains 12699 members 
Mstep: Class 9 contains 22890 members 
Mstep: Class 10 contains 23542 members 
Mstep: Class 11 contains 27814 members 
Mstep: Class 12 contains 42149 members 
Mstep: Class 13 contains 41580 members 
Mstep: Class 14 contains 35459 members 
Mstep: Class 15 contains 14172 members 
Mstep: Class 16 contains 14928 members 
Mstep: Class 17 contains 14238 members 
Mstep: Class 18 contains 14609 members 
Mstep: Class 19 contains 27633 members 
Mstep: Class 20 contains 41338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22860330.000000 Penalty: 40275.851562
Iteration 6F: 20 clusters Score -2.286033e+07 nChanged 55354
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 52614 members 
Mstep: Class 2 contains 9402 members 
Mstep: Class 3 contains 5717 members 
Mstep: Class 4 contains 32033 members 
Mstep: Class 5 contains 10524 members 
Mstep: Class 6 contains 18760 members 
Mstep: Class 7 contains 10236 members 
Mstep: Class 9 contains 22896 members 
Mstep: Class 10 contains 22779 members 
Mstep: Class 11 contains 27746 members 
Mstep: Class 12 contains 43846 members 
Mstep: Class 13 contains 45178 members 
Mstep: Class 14 contains 39949 members 
Mstep: Class 15 contains 13142 members 
Mstep: Class 16 contains 13966 members 
Mstep: Class 17 contains 10915 members 
Mstep: Class 18 contains 11993 members 
Mstep: Class 19 contains 24448 members 
Mstep: Class 20 contains 46544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22896610.000000 Penalty: 40275.851562
Iteration 7F: 20 clusters Score -2.289661e+07 nChanged 51707
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 56111 members 
Mstep: Class 2 contains 8778 members 
Mstep: Class 3 contains 5397 members 
Mstep: Class 4 contains 31713 members 
Mstep: Class 5 contains 9275 members 
Mstep: Class 6 contains 17980 members 
Mstep: Class 7 contains 8112 members 
Mstep: Class 9 contains 22887 members 
Mstep: Class 10 contains 21302 members 
Mstep: Class 11 contains 27410 members 
Mstep: Class 12 contains 44911 members 
Mstep: Class 13 contains 48333 members 
Mstep: Class 14 contains 43985 members 
Mstep: Class 15 contains 11721 members 
Mstep: Class 16 contains 12914 members 
Mstep: Class 17 contains 7998 members 
Mstep: Class 18 contains 9423 members 
Mstep: Class 19 contains 20687 members 
Mstep: Class 20 contains 53751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22930336.000000 Penalty: 40275.851562
Iteration 8F: 20 clusters Score -2.293034e+07 nChanged 48136
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 59551 members 
Mstep: Class 2 contains 8381 members 
Mstep: Class 3 contains 5352 members 
Mstep: Class 4 contains 30686 members 
Mstep: Class 5 contains 8358 members 
Mstep: Class 6 contains 17432 members 
Mstep: Class 7 contains 6338 members 
Mstep: Class 9 contains 22951 members 
Mstep: Class 10 contains 19509 members 
Mstep: Class 11 contains 26751 members 
Mstep: Class 12 contains 45363 members 
Mstep: Class 13 contains 50853 members 
Mstep: Class 14 contains 47333 members 
Mstep: Class 15 contains 9934 members 
Mstep: Class 16 contains 11705 members 
Mstep: Class 17 contains 5567 members 
Mstep: Class 18 contains 7220 members 
Mstep: Class 19 contains 16780 members 
Mstep: Class 20 contains 62624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22961760.000000 Penalty: 40275.851562
Iteration 9F: 20 clusters Score -2.296176e+07 nChanged 43901
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 62582 members 
Mstep: Class 2 contains 8147 members 
Mstep: Class 3 contains 5455 members 
Mstep: Class 4 contains 29250 members 
Mstep: Class 5 contains 7767 members 
Mstep: Class 6 contains 17099 members 
Mstep: Class 7 contains 4952 members 
Mstep: Class 9 contains 22910 members 
Mstep: Class 10 contains 17477 members 
Mstep: Class 11 contains 25668 members 
Mstep: Class 12 contains 45389 members 
Mstep: Class 13 contains 52730 members 
Mstep: Class 14 contains 50144 members 
Mstep: Class 15 contains 8169 members 
Mstep: Class 16 contains 10415 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 5501 members 
Mstep: Class 19 contains 13283 members 
Mstep: Class 20 contains 72000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22990056.000000 Penalty: 40275.851562
Iteration 10F: 20 clusters Score -2.299006e+07 nChanged 38828
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 64915 members 
Mstep: Class 2 contains 7939 members 
Mstep: Class 3 contains 5641 members 
Mstep: Class 4 contains 27775 members 
Mstep: Class 5 contains 7340 members 
Mstep: Class 6 contains 16947 members 
Mstep: Class 7 contains 3899 members 
Mstep: Class 9 contains 22817 members 
Mstep: Class 10 contains 15545 members 
Mstep: Class 11 contains 24451 members 
Mstep: Class 12 contains 45468 members 
Mstep: Class 13 contains 54160 members 
Mstep: Class 14 contains 52271 members 
Mstep: Class 15 contains 6714 members 
Mstep: Class 16 contains 9139 members 
Mstep: Class 17 contains 2484 members 
Mstep: Class 18 contains 4194 members 
Mstep: Class 19 contains 10287 members 
Mstep: Class 20 contains 80702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1675.580078 but Gain 2119.781250
Score: -23014778.000000 Penalty: 38156.070312
Iteration 11F: 19 clusters Score -2.301478e+07 nChanged 34772
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 66401 members 
Mstep: Class 2 contains 7882 members 
Mstep: Class 3 contains 5887 members 
Mstep: Class 4 contains 26715 members 
Mstep: Class 5 contains 7205 members 
Mstep: Class 6 contains 16903 members 
Mstep: Class 7 contains 3093 members 
Mstep: Class 9 contains 22712 members 
Mstep: Class 10 contains 13797 members 
Mstep: Class 11 contains 23360 members 
Mstep: Class 12 contains 46474 members 
Mstep: Class 13 contains 55357 members 
Mstep: Class 14 contains 54093 members 
Mstep: Class 15 contains 5678 members 
Mstep: Class 16 contains 7962 members 
Mstep: Class 18 contains 3256 members 
Mstep: Class 19 contains 7976 members 
Mstep: Class 20 contains 87937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23036658.000000 Penalty: 38156.070312
Iteration 12F: 19 clusters Score -2.303666e+07 nChanged 28052
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 66772 members 
Mstep: Class 2 contains 7786 members 
Mstep: Class 3 contains 6155 members 
Mstep: Class 4 contains 25567 members 
Mstep: Class 5 contains 7070 members 
Mstep: Class 6 contains 16810 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 9 contains 22341 members 
Mstep: Class 10 contains 12311 members 
Mstep: Class 11 contains 22077 members 
Mstep: Class 12 contains 47416 members 
Mstep: Class 13 contains 56220 members 
Mstep: Class 14 contains 55285 members 
Mstep: Class 15 contains 4977 members 
Mstep: Class 16 contains 6855 members 
Mstep: Class 18 contains 2577 members 
Mstep: Class 19 contains 6232 members 
Mstep: Class 20 contains 93786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23051424.000000 Penalty: 38156.070312
Iteration 13F: 19 clusters Score -2.305142e+07 nChanged 23665
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 66298 members 
Mstep: Class 2 contains 7706 members 
Mstep: Class 3 contains 6434 members 
Mstep: Class 4 contains 24832 members 
Mstep: Class 5 contains 6979 members 
Mstep: Class 6 contains 16716 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 9 contains 21912 members 
Mstep: Class 10 contains 10971 members 
Mstep: Class 11 contains 20944 members 
Mstep: Class 12 contains 48700 members 
Mstep: Class 13 contains 56787 members 
Mstep: Class 14 contains 56240 members 
Mstep: Class 15 contains 4572 members 
Mstep: Class 16 contains 5935 members 
Mstep: Class 18 contains 2109 members 
Mstep: Class 19 contains 4956 members 
Mstep: Class 20 contains 98609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2049.788330 but Gain 2119.781250
Score: -23063134.000000 Penalty: 36036.289062
Iteration 14F: 18 clusters Score -2.306313e+07 nChanged 21800
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 65433 members 
Mstep: Class 2 contains 7693 members 
Mstep: Class 3 contains 6676 members 
Mstep: Class 4 contains 24600 members 
Mstep: Class 5 contains 6919 members 
Mstep: Class 6 contains 16598 members 
Mstep: Class 7 contains 1636 members 
Mstep: Class 9 contains 21538 members 
Mstep: Class 10 contains 9863 members 
Mstep: Class 11 contains 20036 members 
Mstep: Class 12 contains 50127 members 
Mstep: Class 13 contains 57299 members 
Mstep: Class 14 contains 57583 members 
Mstep: Class 15 contains 4495 members 
Mstep: Class 16 contains 5310 members 
Mstep: Class 19 contains 4060 members 
Mstep: Class 20 contains 102822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074248.000000 Penalty: 36036.289062
Iteration 15Q: 18 clusters Score -2.307425e+07 nChanged 17280
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 63807 members 
Mstep: Class 2 contains 7661 members 
Mstep: Class 3 contains 6888 members 
Mstep: Class 4 contains 24395 members 
Mstep: Class 5 contains 6883 members 
Mstep: Class 6 contains 16412 members 
Mstep: Class 7 contains 1402 members 
Mstep: Class 9 contains 20859 members 
Mstep: Class 10 contains 8836 members 
Mstep: Class 11 contains 19255 members 
Mstep: Class 12 contains 51330 members 
Mstep: Class 13 contains 57634 members 
Mstep: Class 14 contains 58442 members 
Mstep: Class 15 contains 4492 members 
Mstep: Class 16 contains 4727 members 
Mstep: Class 19 contains 3385 members 
Mstep: Class 20 contains 106280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23081216.000000 Penalty: 36036.289062
Iteration 16Q: 18 clusters Score -2.308122e+07 nChanged 15285
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 61929 members 
Mstep: Class 2 contains 7649 members 
Mstep: Class 3 contains 7079 members 
Mstep: Class 4 contains 24388 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 16197 members 
Mstep: Class 7 contains 1249 members 
Mstep: Class 9 contains 20135 members 
Mstep: Class 10 contains 7895 members 
Mstep: Class 11 contains 18645 members 
Mstep: Class 12 contains 52463 members 
Mstep: Class 13 contains 57868 members 
Mstep: Class 14 contains 59350 members 
Mstep: Class 15 contains 4644 members 
Mstep: Class 16 contains 4229 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 20 contains 109264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23086964.000000 Penalty: 36036.289062
Iteration 17Q: 18 clusters Score -2.308696e+07 nChanged 13724
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 59839 members 
Mstep: Class 2 contains 7610 members 
Mstep: Class 3 contains 7263 members 
Mstep: Class 4 contains 24491 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 15936 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 9 contains 19381 members 
Mstep: Class 10 contains 7130 members 
Mstep: Class 11 contains 18178 members 
Mstep: Class 12 contains 53370 members 
Mstep: Class 13 contains 58110 members 
Mstep: Class 14 contains 60306 members 
Mstep: Class 15 contains 4886 members 
Mstep: Class 16 contains 3860 members 
Mstep: Class 19 contains 2502 members 
Mstep: Class 20 contains 111922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23092088.000000 Penalty: 36036.289062
Iteration 18Q: 18 clusters Score -2.309209e+07 nChanged 12418
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 57506 members 
Mstep: Class 2 contains 7600 members 
Mstep: Class 3 contains 7431 members 
Mstep: Class 4 contains 24712 members 
Mstep: Class 5 contains 6726 members 
Mstep: Class 6 contains 15677 members 
Mstep: Class 7 contains 1061 members 
Mstep: Class 9 contains 18666 members 
Mstep: Class 10 contains 6424 members 
Mstep: Class 11 contains 17894 members 
Mstep: Class 12 contains 54084 members 
Mstep: Class 13 contains 58269 members 
Mstep: Class 14 contains 61305 members 
Mstep: Class 15 contains 5208 members 
Mstep: Class 16 contains 3639 members 
Mstep: Class 19 contains 2225 members 
Mstep: Class 20 contains 114261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23096068.000000 Penalty: 36036.289062
Iteration 19Q: 18 clusters Score -2.309607e+07 nChanged 11273
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 55003 members 
Mstep: Class 2 contains 7630 members 
Mstep: Class 3 contains 7549 members 
Mstep: Class 4 contains 24961 members 
Mstep: Class 5 contains 6734 members 
Mstep: Class 6 contains 15370 members 
Mstep: Class 7 contains 996 members 
Mstep: Class 9 contains 17964 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 17607 members 
Mstep: Class 12 contains 54768 members 
Mstep: Class 13 contains 58450 members 
Mstep: Class 14 contains 62464 members 
Mstep: Class 15 contains 5560 members 
Mstep: Class 16 contains 3458 members 
Mstep: Class 19 contains 2027 members 
Mstep: Class 20 contains 116351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23099696.000000 Penalty: 36036.289062
Iteration 20F: 18 clusters Score -2.30997e+07 nChanged 10247
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 52539 members 
Mstep: Class 2 contains 7637 members 
Mstep: Class 3 contains 7670 members 
Mstep: Class 4 contains 25232 members 
Mstep: Class 5 contains 6760 members 
Mstep: Class 6 contains 15020 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 9 contains 17283 members 
Mstep: Class 10 contains 5255 members 
Mstep: Class 11 contains 17378 members 
Mstep: Class 12 contains 55246 members 
Mstep: Class 13 contains 58591 members 
Mstep: Class 14 contains 63677 members 
Mstep: Class 15 contains 5968 members 
Mstep: Class 16 contains 3303 members 
Mstep: Class 19 contains 1856 members 
Mstep: Class 20 contains 118322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23102904.000000 Penalty: 36036.289062
Iteration 21Q: 18 clusters Score -2.31029e+07 nChanged 9449
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 50067 members 
Mstep: Class 2 contains 7635 members 
Mstep: Class 3 contains 7787 members 
Mstep: Class 4 contains 25543 members 
Mstep: Class 5 contains 6722 members 
Mstep: Class 6 contains 14584 members 
Mstep: Class 7 contains 919 members 
Mstep: Class 9 contains 16653 members 
Mstep: Class 10 contains 4795 members 
Mstep: Class 11 contains 17240 members 
Mstep: Class 12 contains 55582 members 
Mstep: Class 13 contains 58721 members 
Mstep: Class 14 contains 64952 members 
Mstep: Class 15 contains 6422 members 
Mstep: Class 16 contains 3195 members 
Mstep: Class 19 contains 1759 members 
Mstep: Class 20 contains 120112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23105814.000000 Penalty: 36036.289062
Iteration 22Q: 18 clusters Score -2.310581e+07 nChanged 9010
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 47533 members 
Mstep: Class 2 contains 7613 members 
Mstep: Class 3 contains 7873 members 
Mstep: Class 4 contains 25832 members 
Mstep: Class 5 contains 6660 members 
Mstep: Class 6 contains 14187 members 
Mstep: Class 7 contains 898 members 
Mstep: Class 9 contains 16067 members 
Mstep: Class 10 contains 4381 members 
Mstep: Class 11 contains 17173 members 
Mstep: Class 12 contains 55806 members 
Mstep: Class 13 contains 58845 members 
Mstep: Class 14 contains 66287 members 
Mstep: Class 15 contains 6915 members 
Mstep: Class 16 contains 3135 members 
Mstep: Class 19 contains 1687 members 
Mstep: Class 20 contains 121796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23108466.000000 Penalty: 36036.289062
Iteration 23Q: 18 clusters Score -2.310847e+07 nChanged 8652
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 45025 members 
Mstep: Class 2 contains 7579 members 
Mstep: Class 3 contains 7948 members 
Mstep: Class 4 contains 26062 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13748 members 
Mstep: Class 7 contains 887 members 
Mstep: Class 9 contains 15540 members 
Mstep: Class 10 contains 3985 members 
Mstep: Class 11 contains 17181 members 
Mstep: Class 12 contains 55851 members 
Mstep: Class 13 contains 59015 members 
Mstep: Class 14 contains 67628 members 
Mstep: Class 15 contains 7435 members 
Mstep: Class 16 contains 3067 members 
Mstep: Class 19 contains 1620 members 
Mstep: Class 20 contains 123498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23111092.000000 Penalty: 36036.289062
Iteration 24Q: 18 clusters Score -2.311109e+07 nChanged 8177
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 7541 members 
Mstep: Class 3 contains 8019 members 
Mstep: Class 4 contains 26169 members 
Mstep: Class 5 contains 6606 members 
Mstep: Class 6 contains 13280 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 9 contains 15074 members 
Mstep: Class 10 contains 3597 members 
Mstep: Class 11 contains 17195 members 
Mstep: Class 12 contains 55846 members 
Mstep: Class 13 contains 59138 members 
Mstep: Class 14 contains 68952 members 
Mstep: Class 15 contains 7998 members 
Mstep: Class 16 contains 3007 members 
Mstep: Class 19 contains 1593 members 
Mstep: Class 20 contains 125168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23113610.000000 Penalty: 36036.289062
Iteration 25Q: 18 clusters Score -2.311361e+07 nChanged 7801
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 7492 members 
Mstep: Class 3 contains 8093 members 
Mstep: Class 4 contains 26218 members 
Mstep: Class 5 contains 6577 members 
Mstep: Class 6 contains 12796 members 
Mstep: Class 7 contains 869 members 
Mstep: Class 9 contains 14684 members 
Mstep: Class 10 contains 3225 members 
Mstep: Class 11 contains 17258 members 
Mstep: Class 12 contains 55786 members 
Mstep: Class 13 contains 59224 members 
Mstep: Class 14 contains 70332 members 
Mstep: Class 15 contains 8636 members 
Mstep: Class 16 contains 2980 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 126629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23115982.000000 Penalty: 36036.289062
Iteration 26Q: 18 clusters Score -2.311598e+07 nChanged 7415
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 7430 members 
Mstep: Class 3 contains 8168 members 
Mstep: Class 4 contains 26214 members 
Mstep: Class 5 contains 6564 members 
Mstep: Class 6 contains 12302 members 
Mstep: Class 7 contains 861 members 
Mstep: Class 9 contains 14368 members 
Mstep: Class 10 contains 2872 members 
Mstep: Class 11 contains 17332 members 
Mstep: Class 12 contains 55642 members 
Mstep: Class 13 contains 59317 members 
Mstep: Class 14 contains 71743 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2950 members 
Mstep: Class 19 contains 1530 members 
Mstep: Class 20 contains 127920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23118066.000000 Penalty: 36036.289062
Iteration 27Q: 18 clusters Score -2.311807e+07 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 7384 members 
Mstep: Class 3 contains 8247 members 
Mstep: Class 4 contains 26089 members 
Mstep: Class 5 contains 6547 members 
Mstep: Class 6 contains 11815 members 
Mstep: Class 7 contains 863 members 
Mstep: Class 9 contains 14119 members 
Mstep: Class 10 contains 2539 members 
Mstep: Class 11 contains 17445 members 
Mstep: Class 12 contains 55345 members 
Mstep: Class 13 contains 59374 members 
Mstep: Class 14 contains 73151 members 
Mstep: Class 15 contains 9878 members 
Mstep: Class 16 contains 2928 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 129109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23119858.000000 Penalty: 36036.289062
Iteration 28Q: 18 clusters Score -2.311986e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 7350 members 
Mstep: Class 3 contains 8317 members 
Mstep: Class 4 contains 25873 members 
Mstep: Class 5 contains 6531 members 
Mstep: Class 6 contains 11298 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 9 contains 13887 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 17571 members 
Mstep: Class 12 contains 55032 members 
Mstep: Class 13 contains 59379 members 
Mstep: Class 14 contains 74513 members 
Mstep: Class 15 contains 10475 members 
Mstep: Class 16 contains 2914 members 
Mstep: Class 19 contains 1514 members 
Mstep: Class 20 contains 130230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23121336.000000 Penalty: 36036.289062
Iteration 29Q: 18 clusters Score -2.312134e+07 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 3 contains 8376 members 
Mstep: Class 4 contains 25588 members 
Mstep: Class 5 contains 6509 members 
Mstep: Class 6 contains 10810 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 9 contains 13739 members 
Mstep: Class 10 contains 2012 members 
Mstep: Class 11 contains 17699 members 
Mstep: Class 12 contains 54605 members 
Mstep: Class 13 contains 59328 members 
Mstep: Class 14 contains 75879 members 
Mstep: Class 15 contains 11115 members 
Mstep: Class 16 contains 2886 members 
Mstep: Class 19 contains 1521 members 
Mstep: Class 20 contains 131187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23122838.000000 Penalty: 36036.289062
Iteration 30Q: 18 clusters Score -2.312284e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 7295 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 25254 members 
Mstep: Class 5 contains 6489 members 
Mstep: Class 6 contains 10297 members 
Mstep: Class 7 contains 871 members 
Mstep: Class 9 contains 13666 members 
Mstep: Class 10 contains 1816 members 
Mstep: Class 11 contains 17822 members 
Mstep: Class 12 contains 54084 members 
Mstep: Class 13 contains 59222 members 
Mstep: Class 14 contains 77268 members 
Mstep: Class 15 contains 11689 members 
Mstep: Class 16 contains 2861 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 132082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1965.547729 but Gain 2119.781250
Score: -23124150.000000 Penalty: 33916.507812
Iteration 31Q: 17 clusters Score -2.312415e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 8505 members 
Mstep: Class 4 contains 25406 members 
Mstep: Class 5 contains 6465 members 
Mstep: Class 6 contains 9835 members 
Mstep: Class 7 contains 872 members 
Mstep: Class 9 contains 13648 members 
Mstep: Class 11 contains 17947 members 
Mstep: Class 12 contains 53528 members 
Mstep: Class 13 contains 59169 members 
Mstep: Class 14 contains 78760 members 
Mstep: Class 15 contains 12271 members 
Mstep: Class 16 contains 2849 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 133673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23127076.000000 Penalty: 33916.507812
Iteration 32Q: 17 clusters Score -2.312708e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 7196 members 
Mstep: Class 3 contains 8579 members 
Mstep: Class 4 contains 25057 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 9370 members 
Mstep: Class 7 contains 873 members 
Mstep: Class 9 contains 13639 members 
Mstep: Class 11 contains 18015 members 
Mstep: Class 12 contains 52894 members 
Mstep: Class 13 contains 58955 members 
Mstep: Class 14 contains 80017 members 
Mstep: Class 15 contains 12745 members 
Mstep: Class 16 contains 2833 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 134445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23127928.000000 Penalty: 33916.507812
Iteration 33Q: 17 clusters Score -2.312793e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 7139 members 
Mstep: Class 3 contains 8645 members 
Mstep: Class 4 contains 24676 members 
Mstep: Class 5 contains 6386 members 
Mstep: Class 6 contains 8949 members 
Mstep: Class 7 contains 869 members 
Mstep: Class 9 contains 13653 members 
Mstep: Class 11 contains 18089 members 
Mstep: Class 12 contains 52259 members 
Mstep: Class 13 contains 58762 members 
Mstep: Class 14 contains 81201 members 
Mstep: Class 15 contains 13139 members 
Mstep: Class 16 contains 2814 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 135186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23128454.000000 Penalty: 33916.507812
Iteration 34Q: 17 clusters Score -2.312845e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 7069 members 
Mstep: Class 3 contains 8713 members 
Mstep: Class 4 contains 24300 members 
Mstep: Class 5 contains 6357 members 
Mstep: Class 6 contains 8536 members 
Mstep: Class 7 contains 865 members 
Mstep: Class 9 contains 13655 members 
Mstep: Class 11 contains 18183 members 
Mstep: Class 12 contains 51592 members 
Mstep: Class 13 contains 58554 members 
Mstep: Class 14 contains 82392 members 
Mstep: Class 15 contains 13498 members 
Mstep: Class 16 contains 2808 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 135863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23129158.000000 Penalty: 33916.507812
Iteration 35Q: 17 clusters Score -2.312916e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 7020 members 
Mstep: Class 3 contains 8771 members 
Mstep: Class 4 contains 23926 members 
Mstep: Class 5 contains 6338 members 
Mstep: Class 6 contains 8100 members 
Mstep: Class 7 contains 861 members 
Mstep: Class 9 contains 13640 members 
Mstep: Class 11 contains 18322 members 
Mstep: Class 12 contains 50964 members 
Mstep: Class 13 contains 58402 members 
Mstep: Class 14 contains 83499 members 
Mstep: Class 15 contains 13792 members 
Mstep: Class 16 contains 2797 members 
Mstep: Class 19 contains 1553 members 
Mstep: Class 20 contains 136467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23129776.000000 Penalty: 33916.507812
Iteration 36Q: 17 clusters Score -2.312978e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 6970 members 
Mstep: Class 3 contains 8839 members 
Mstep: Class 4 contains 23562 members 
Mstep: Class 5 contains 6322 members 
Mstep: Class 6 contains 7669 members 
Mstep: Class 7 contains 856 members 
Mstep: Class 9 contains 13636 members 
Mstep: Class 11 contains 18445 members 
Mstep: Class 12 contains 50340 members 
Mstep: Class 13 contains 58288 members 
Mstep: Class 14 contains 84505 members 
Mstep: Class 15 contains 14038 members 
Mstep: Class 16 contains 2790 members 
Mstep: Class 19 contains 1568 members 
Mstep: Class 20 contains 137060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23130164.000000 Penalty: 33916.507812
Iteration 37Q: 17 clusters Score -2.313016e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 6928 members 
Mstep: Class 3 contains 8887 members 
Mstep: Class 4 contains 23214 members 
Mstep: Class 5 contains 6302 members 
Mstep: Class 6 contains 7225 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 9 contains 13622 members 
Mstep: Class 11 contains 18605 members 
Mstep: Class 12 contains 49752 members 
Mstep: Class 13 contains 58212 members 
Mstep: Class 14 contains 85487 members 
Mstep: Class 15 contains 14248 members 
Mstep: Class 16 contains 2778 members 
Mstep: Class 19 contains 1581 members 
Mstep: Class 20 contains 137604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23130646.000000 Penalty: 33916.507812
Iteration 38Q: 17 clusters Score -2.313065e+07 nChanged 2880
Entering ConstructFrom: 
Score: -23130646.000000 Penalty: 33916.507812
Entering ConstructFrom: 
Trying to split cluster 1 (26989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Entering Unmasked Estep 
Score: -1429720.000000 Penalty: 1658.017578
	Iteration 0F: 2 clusters Score -1429720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -1411485.000000 Penalty: 3316.035156
	Iteration 0F: 3 clusters Score -1411485 nChanged 12272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1418218.875000 Penalty: 3316.035156
	Iteration 1F: 3 clusters Score -1418219 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1418562.250000 Penalty: 3316.035156
	Iteration 2Q: 3 clusters Score -1418562 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1418888.500000 Penalty: 3316.035156
	Iteration 3Q: 3 clusters Score -1418888 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1419218.375000 Penalty: 3316.035156
	Iteration 4Q: 3 clusters Score -1419218 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1419576.125000 Penalty: 3316.035156
	Iteration 5Q: 3 clusters Score -1419576 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1420023.875000 Penalty: 3316.035156
	Iteration 6Q: 3 clusters Score -1420024 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1420591.375000 Penalty: 3316.035156
	Iteration 7Q: 3 clusters Score -1420591 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1421433.000000 Penalty: 3316.035156
	Iteration 8F: 3 clusters Score -1421433 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1422697.875000 Penalty: 3316.035156
	Iteration 9F: 3 clusters Score -1422698 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1424153.625000 Penalty: 3316.035156
	Iteration 10F: 3 clusters Score -1424154 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1425457.750000 Penalty: 3316.035156
	Iteration 11F: 3 clusters Score -1425458 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1426432.000000 Penalty: 3316.035156
	Iteration 12Q: 3 clusters Score -1426432 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1427112.625000 Penalty: 3316.035156
	Iteration 13Q: 3 clusters Score -1427113 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1427557.625000 Penalty: 3316.035156
	Iteration 14Q: 3 clusters Score -1427558 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1427819.500000 Penalty: 3316.035156
	Iteration 15Q: 3 clusters Score -1427820 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1427991.750000 Penalty: 3316.035156
	Iteration 16Q: 3 clusters Score -1427992 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1428110.500000 Penalty: 3316.035156
	Iteration 17Q: 3 clusters Score -1428110 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1428171.375000 Penalty: 3316.035156
	Iteration 18Q: 3 clusters Score -1428171 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1428203.375000 Penalty: 3316.035156
	Iteration 19Q: 3 clusters Score -1428203 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1428225.375000 Penalty: 3316.035156
	Iteration 20F: 3 clusters Score -1428225 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1428245.750000 Penalty: 3316.035156
	Iteration 21Q: 3 clusters Score -1428246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1428262.500000 Penalty: 3316.035156
	Iteration 22Q: 3 clusters Score -1428262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1428278.250000 Penalty: 3316.035156
	Iteration 23Q: 3 clusters Score -1428278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1428286.375000 Penalty: 3316.035156
	Iteration 24Q: 3 clusters Score -1428286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1428293.500000 Penalty: 3316.035156
	Iteration 25Q: 3 clusters Score -1428294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1428303.625000 Penalty: 3316.035156
	Iteration 26Q: 3 clusters Score -1428304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1428312.750000 Penalty: 3316.035156
	Iteration 27Q: 3 clusters Score -1428313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1428329.000000 Penalty: 3316.035156
	Iteration 28Q: 3 clusters Score -1428329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1428332.625000 Penalty: 3316.035156
	Iteration 29Q: 3 clusters Score -1428333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1428333.500000 Penalty: 3316.035156
	Iteration 30Q: 3 clusters Score -1428334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1428333.875000 Penalty: 3316.035156
	Iteration 31Q: 3 clusters Score -1428334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1428335.250000 Penalty: 3316.035156
	Iteration 32Q: 3 clusters Score -1428335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1428336.875000 Penalty: 3316.035156
	Iteration 33Q: 3 clusters Score -1428337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1428336.875000 Penalty: 3316.035156
	Iteration 34F: 3 clusters Score -1428337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Entering Unmasked Estep 
Score: -367826.562500 Penalty: 1435.413940
	Iteration 0F: 2 clusters Score -367826.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -362633.375000 Penalty: 2870.827881
	Iteration 0F: 3 clusters Score -362633.4 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -364227.843750 Penalty: 2870.827881
	Iteration 1F: 3 clusters Score -364227.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -364452.437500 Penalty: 2870.827881
	Iteration 2F: 3 clusters Score -364452.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -364629.812500 Penalty: 2870.827881
	Iteration 3F: 3 clusters Score -364629.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -364780.781250 Penalty: 2870.827881
	Iteration 4Q: 3 clusters Score -364780.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -364893.906250 Penalty: 2870.827881
	Iteration 5Q: 3 clusters Score -364893.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -364988.406250 Penalty: 2870.827881
	Iteration 6Q: 3 clusters Score -364988.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -365076.125000 Penalty: 2870.827881
	Iteration 7Q: 3 clusters Score -365076.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -365161.625000 Penalty: 2870.827881
	Iteration 8Q: 3 clusters Score -365161.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -365253.093750 Penalty: 2870.827881
	Iteration 9Q: 3 clusters Score -365253.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -365373.531250 Penalty: 2870.827881
	Iteration 10Q: 3 clusters Score -365373.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -365489.562500 Penalty: 2870.827881
	Iteration 11Q: 3 clusters Score -365489.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -365609.500000 Penalty: 2870.827881
	Iteration 12Q: 3 clusters Score -365609.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -365737.343750 Penalty: 2870.827881
	Iteration 13Q: 3 clusters Score -365737.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -365860.812500 Penalty: 2870.827881
	Iteration 14Q: 3 clusters Score -365860.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -365959.656250 Penalty: 2870.827881
	Iteration 15Q: 3 clusters Score -365959.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -366026.875000 Penalty: 2870.827881
	Iteration 16Q: 3 clusters Score -366026.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -366079.468750 Penalty: 2870.827881
	Iteration 17Q: 3 clusters Score -366079.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -366113.562500 Penalty: 2870.827881
	Iteration 18Q: 3 clusters Score -366113.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -366136.718750 Penalty: 2870.827881
	Iteration 19Q: 3 clusters Score -366136.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -366150.812500 Penalty: 2870.827881
	Iteration 20F: 3 clusters Score -366150.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -366157.687500 Penalty: 2870.827881
	Iteration 21Q: 3 clusters Score -366157.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -366167.281250 Penalty: 2870.827881
	Iteration 22Q: 3 clusters Score -366167.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -366173.218750 Penalty: 2870.827881
	Iteration 23Q: 3 clusters Score -366173.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -366178.343750 Penalty: 2870.827881
	Iteration 24Q: 3 clusters Score -366178.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -366182.812500 Penalty: 2870.827881
	Iteration 25Q: 3 clusters Score -366182.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -366185.125000 Penalty: 2870.827881
	Iteration 26Q: 3 clusters Score -366185.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -366187.750000 Penalty: 2870.827881
	Iteration 27Q: 3 clusters Score -366187.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -366190.156250 Penalty: 2870.827881
	Iteration 28Q: 3 clusters Score -366190.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -366192.375000 Penalty: 2870.827881
	Iteration 29Q: 3 clusters Score -366192.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -366194.031250 Penalty: 2870.827881
	Iteration 30Q: 3 clusters Score -366194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -366195.562500 Penalty: 2870.827881
	Iteration 31Q: 3 clusters Score -366195.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -366197.500000 Penalty: 2870.827881
	Iteration 32Q: 3 clusters Score -366197.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -366198.625000 Penalty: 2870.827881
	Iteration 33Q: 3 clusters Score -366198.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -366199.937500 Penalty: 2870.827881
	Iteration 34Q: 3 clusters Score -366199.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -366200.843750 Penalty: 2870.827881
	Iteration 35Q: 3 clusters Score -366200.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -366203.718750 Penalty: 2870.827881
	Iteration 36Q: 3 clusters Score -366203.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -366205.687500 Penalty: 2870.827881
	Iteration 37Q: 3 clusters Score -366205.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -366208.468750 Penalty: 2870.827881
	Iteration 38Q: 3 clusters Score -366208.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -366210.593750 Penalty: 2870.827881
	Iteration 39Q: 3 clusters Score -366210.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -366212.843750 Penalty: 2870.827881
	Iteration 40F: 3 clusters Score -366212.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -366213.312500 Penalty: 2870.827881
	Iteration 41Q: 3 clusters Score -366213.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -366214.656250 Penalty: 2870.827881
	Iteration 42Q: 3 clusters Score -366214.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -366216.625000 Penalty: 2870.827881
	Iteration 43Q: 3 clusters Score -366216.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -366218.562500 Penalty: 2870.827881
	Iteration 44Q: 3 clusters Score -366218.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -366219.875000 Penalty: 2870.827881
	Iteration 45Q: 3 clusters Score -366219.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -366221.406250 Penalty: 2870.827881
	Iteration 46Q: 3 clusters Score -366221.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -366223.250000 Penalty: 2870.827881
	Iteration 47Q: 3 clusters Score -366223.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -366226.531250 Penalty: 2870.827881
	Iteration 48Q: 3 clusters Score -366226.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -366228.593750 Penalty: 2870.827881
	Iteration 49Q: 3 clusters Score -366228.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -366229.156250 Penalty: 2870.827881
	Iteration 50Q: 3 clusters Score -366229.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -366229.656250 Penalty: 2870.827881
	Iteration 51Q: 3 clusters Score -366229.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -366232.187500 Penalty: 2870.827881
	Iteration 52Q: 3 clusters Score -366232.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -366234.187500 Penalty: 2870.827881
	Iteration 53Q: 3 clusters Score -366234.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -366236.187500 Penalty: 2870.827881
	Iteration 54Q: 3 clusters Score -366236.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -366236.687500 Penalty: 2870.827881
	Iteration 55Q: 3 clusters Score -366236.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -366237.093750 Penalty: 2870.827881
	Iteration 56Q: 3 clusters Score -366237.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -366239.687500 Penalty: 2870.827881
	Iteration 57Q: 3 clusters Score -366239.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -366241.875000 Penalty: 2870.827881
	Iteration 58Q: 3 clusters Score -366241.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -366244.812500 Penalty: 2870.827881
	Iteration 59Q: 3 clusters Score -366244.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -366246.750000 Penalty: 2870.827881
	Iteration 60F: 3 clusters Score -366246.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -366248.281250 Penalty: 2870.827881
	Iteration 61Q: 3 clusters Score -366248.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -366252.125000 Penalty: 2870.827881
	Iteration 62Q: 3 clusters Score -366252.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -366256.000000 Penalty: 2870.827881
	Iteration 63Q: 3 clusters Score -366256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -366260.968750 Penalty: 2870.827881
	Iteration 64Q: 3 clusters Score -366261 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -366266.781250 Penalty: 2870.827881
	Iteration 65Q: 3 clusters Score -366266.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -366273.343750 Penalty: 2870.827881
	Iteration 66Q: 3 clusters Score -366273.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -366280.781250 Penalty: 2870.827881
	Iteration 67Q: 3 clusters Score -366280.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -366286.000000 Penalty: 2870.827881
	Iteration 68Q: 3 clusters Score -366286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -366290.375000 Penalty: 2870.827881
	Iteration 69Q: 3 clusters Score -366290.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -366295.343750 Penalty: 2870.827881
	Iteration 70Q: 3 clusters Score -366295.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -366300.718750 Penalty: 2870.827881
	Iteration 71Q: 3 clusters Score -366300.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -366306.968750 Penalty: 2870.827881
	Iteration 72Q: 3 clusters Score -366307 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -366314.875000 Penalty: 2870.827881
	Iteration 73Q: 3 clusters Score -366314.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -366323.125000 Penalty: 2870.827881
	Iteration 74Q: 3 clusters Score -366323.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -366331.531250 Penalty: 2870.827881
	Iteration 75Q: 3 clusters Score -366331.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -366341.156250 Penalty: 2870.827881
	Iteration 76Q: 3 clusters Score -366341.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -366351.062500 Penalty: 2870.827881
	Iteration 77Q: 3 clusters Score -366351.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -366359.656250 Penalty: 2870.827881
	Iteration 78Q: 3 clusters Score -366359.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -366365.750000 Penalty: 2870.827881
	Iteration 79Q: 3 clusters Score -366365.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -366369.843750 Penalty: 2870.827881
	Iteration 80F: 3 clusters Score -366369.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -366374.531250 Penalty: 2870.827881
	Iteration 81Q: 3 clusters Score -366374.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -366379.656250 Penalty: 2870.827881
	Iteration 82Q: 3 clusters Score -366379.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -366384.125000 Penalty: 2870.827881
	Iteration 83Q: 3 clusters Score -366384.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -366388.375000 Penalty: 2870.827881
	Iteration 84Q: 3 clusters Score -366388.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -366395.000000 Penalty: 2870.827881
	Iteration 85Q: 3 clusters Score -366395 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -366399.968750 Penalty: 2870.827881
	Iteration 86Q: 3 clusters Score -366400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -366406.281250 Penalty: 2870.827881
	Iteration 87Q: 3 clusters Score -366406.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -366409.406250 Penalty: 2870.827881
	Iteration 88Q: 3 clusters Score -366409.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -366413.125000 Penalty: 2870.827881
	Iteration 89Q: 3 clusters Score -366413.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -366416.406250 Penalty: 2870.827881
	Iteration 90Q: 3 clusters Score -366416.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -366420.187500 Penalty: 2870.827881
	Iteration 91Q: 3 clusters Score -366420.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -366424.906250 Penalty: 2870.827881
	Iteration 92Q: 3 clusters Score -366424.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -366430.375000 Penalty: 2870.827881
	Iteration 93Q: 3 clusters Score -366430.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -366435.250000 Penalty: 2870.827881
	Iteration 94Q: 3 clusters Score -366435.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -366438.937500 Penalty: 2870.827881
	Iteration 95Q: 3 clusters Score -366438.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -366442.468750 Penalty: 2870.827881
	Iteration 96Q: 3 clusters Score -366442.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -366443.500000 Penalty: 2870.827881
	Iteration 97Q: 3 clusters Score -366443.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -366445.375000 Penalty: 2870.827881
	Iteration 98Q: 3 clusters Score -366445.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -366447.000000 Penalty: 2870.827881
	Iteration 99Q: 3 clusters Score -366447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -366449.281250 Penalty: 2870.827881
	Iteration 100F: 3 clusters Score -366449.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -366450.468750 Penalty: 2870.827881
	Iteration 101Q: 3 clusters Score -366450.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -366452.281250 Penalty: 2870.827881
	Iteration 102Q: 3 clusters Score -366452.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -366453.531250 Penalty: 2870.827881
	Iteration 103Q: 3 clusters Score -366453.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -366455.843750 Penalty: 2870.827881
	Iteration 104Q: 3 clusters Score -366455.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -366458.437500 Penalty: 2870.827881
	Iteration 105Q: 3 clusters Score -366458.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -366461.093750 Penalty: 2870.827881
	Iteration 106Q: 3 clusters Score -366461.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -366462.625000 Penalty: 2870.827881
	Iteration 107Q: 3 clusters Score -366462.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -366463.718750 Penalty: 2870.827881
	Iteration 108Q: 3 clusters Score -366463.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -366466.187500 Penalty: 2870.827881
	Iteration 109Q: 3 clusters Score -366466.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -366466.562500 Penalty: 2870.827881
	Iteration 110Q: 3 clusters Score -366466.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -366467.031250 Penalty: 2870.827881
	Iteration 111Q: 3 clusters Score -366467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -366467.093750 Penalty: 2870.827881
	Iteration 112Q: 3 clusters Score -366467.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -366467.500000 Penalty: 2870.827881
	Iteration 113Q: 3 clusters Score -366467.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -366467.281250 Penalty: 2870.827881
	Iteration 114Q: 3 clusters Score -366467.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -366467.281250 Penalty: 2870.827881
	Iteration 115F: 3 clusters Score -366467.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Entering Unmasked Estep 
Score: -435024.468750 Penalty: 1478.381348
	Iteration 0F: 2 clusters Score -435024.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -428552.312500 Penalty: 2956.762695
	Iteration 0F: 3 clusters Score -428552.3 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -431280.562500 Penalty: 2956.762695
	Iteration 1F: 3 clusters Score -431280.6 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -432214.000000 Penalty: 2956.762695
	Iteration 2F: 3 clusters Score -432214 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -433161.750000 Penalty: 2956.762695
	Iteration 3F: 3 clusters Score -433161.8 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -433922.562500 Penalty: 2956.762695
	Iteration 4F: 3 clusters Score -433922.6 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -434442.812500 Penalty: 2956.762695
	Iteration 5F: 3 clusters Score -434442.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -434706.312500 Penalty: 2956.762695
	Iteration 6Q: 3 clusters Score -434706.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -434803.812500 Penalty: 2956.762695
	Iteration 7Q: 3 clusters Score -434803.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -434844.000000 Penalty: 2956.762695
	Iteration 8Q: 3 clusters Score -434844 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -434867.750000 Penalty: 2956.762695
	Iteration 9Q: 3 clusters Score -434867.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -434886.875000 Penalty: 2956.762695
	Iteration 10Q: 3 clusters Score -434886.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -434897.875000 Penalty: 2956.762695
	Iteration 11Q: 3 clusters Score -434897.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -434909.250000 Penalty: 2956.762695
	Iteration 12Q: 3 clusters Score -434909.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -434918.593750 Penalty: 2956.762695
	Iteration 13Q: 3 clusters Score -434918.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -434924.375000 Penalty: 2956.762695
	Iteration 14Q: 3 clusters Score -434924.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -434932.281250 Penalty: 2956.762695
	Iteration 15Q: 3 clusters Score -434932.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -434937.218750 Penalty: 2956.762695
	Iteration 16Q: 3 clusters Score -434937.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -434942.875000 Penalty: 2956.762695
	Iteration 17Q: 3 clusters Score -434942.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -434947.812500 Penalty: 2956.762695
	Iteration 18Q: 3 clusters Score -434947.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -434951.625000 Penalty: 2956.762695
	Iteration 19Q: 3 clusters Score -434951.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -434956.718750 Penalty: 2956.762695
	Iteration 20F: 3 clusters Score -434956.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -434961.375000 Penalty: 2956.762695
	Iteration 21Q: 3 clusters Score -434961.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -434965.562500 Penalty: 2956.762695
	Iteration 22Q: 3 clusters Score -434965.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -434970.406250 Penalty: 2956.762695
	Iteration 23Q: 3 clusters Score -434970.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -434974.625000 Penalty: 2956.762695
	Iteration 24Q: 3 clusters Score -434974.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -434977.218750 Penalty: 2956.762695
	Iteration 25Q: 3 clusters Score -434977.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -434982.156250 Penalty: 2956.762695
	Iteration 26Q: 3 clusters Score -434982.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -434984.343750 Penalty: 2956.762695
	Iteration 27Q: 3 clusters Score -434984.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -434987.156250 Penalty: 2956.762695
	Iteration 28Q: 3 clusters Score -434987.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -434988.343750 Penalty: 2956.762695
	Iteration 29Q: 3 clusters Score -434988.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -434990.750000 Penalty: 2956.762695
	Iteration 30Q: 3 clusters Score -434990.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -434991.156250 Penalty: 2956.762695
	Iteration 31Q: 3 clusters Score -434991.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -434991.843750 Penalty: 2956.762695
	Iteration 32Q: 3 clusters Score -434991.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -434993.468750 Penalty: 2956.762695
	Iteration 33Q: 3 clusters Score -434993.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -434992.031250 Penalty: 2956.762695
	Iteration 34Q: 3 clusters Score -434992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -434992.781250 Penalty: 2956.762695
	Iteration 35Q: 3 clusters Score -434992.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -434993.156250 Penalty: 2956.762695
	Iteration 36Q: 3 clusters Score -434993.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -434993.062500 Penalty: 2956.762695
	Iteration 37Q: 3 clusters Score -434993.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -434993.062500 Penalty: 2956.762695
	Iteration 38F: 3 clusters Score -434993.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Entering Unmasked Estep 
Score: -1220504.250000 Penalty: 1631.270386
	Iteration 0F: 2 clusters Score -1220504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1204940.375000 Penalty: 3262.540771
	Iteration 0F: 3 clusters Score -1204940 nChanged 10481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1210747.000000 Penalty: 3262.540771
	Iteration 1F: 3 clusters Score -1210747 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1211456.375000 Penalty: 3262.540771
	Iteration 2F: 3 clusters Score -1211456 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1212505.250000 Penalty: 3262.540771
	Iteration 3F: 3 clusters Score -1212505 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1214017.125000 Penalty: 3262.540771
	Iteration 4F: 3 clusters Score -1214017 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1215815.250000 Penalty: 3262.540771
	Iteration 5F: 3 clusters Score -1215815 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1217385.750000 Penalty: 3262.540771
	Iteration 6F: 3 clusters Score -1217386 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1218316.000000 Penalty: 3262.540771
	Iteration 7Q: 3 clusters Score -1218316 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1218643.000000 Penalty: 3262.540771
	Iteration 8Q: 3 clusters Score -1218643 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1218766.250000 Penalty: 3262.540771
	Iteration 9Q: 3 clusters Score -1218766 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1218838.750000 Penalty: 3262.540771
	Iteration 10Q: 3 clusters Score -1218839 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1218877.750000 Penalty: 3262.540771
	Iteration 11Q: 3 clusters Score -1218878 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1218904.625000 Penalty: 3262.540771
	Iteration 12Q: 3 clusters Score -1218905 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1218930.500000 Penalty: 3262.540771
	Iteration 13Q: 3 clusters Score -1218930 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1218941.000000 Penalty: 3262.540771
	Iteration 14Q: 3 clusters Score -1218941 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1218961.375000 Penalty: 3262.540771
	Iteration 15Q: 3 clusters Score -1218961 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1218972.250000 Penalty: 3262.540771
	Iteration 16Q: 3 clusters Score -1218972 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1218994.250000 Penalty: 3262.540771
	Iteration 17Q: 3 clusters Score -1218994 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1219013.000000 Penalty: 3262.540771
	Iteration 18Q: 3 clusters Score -1219013 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1219028.375000 Penalty: 3262.540771
	Iteration 19Q: 3 clusters Score -1219028 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1219042.875000 Penalty: 3262.540771
	Iteration 20F: 3 clusters Score -1219043 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1219057.750000 Penalty: 3262.540771
	Iteration 21Q: 3 clusters Score -1219058 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1219073.375000 Penalty: 3262.540771
	Iteration 22Q: 3 clusters Score -1219073 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1219091.750000 Penalty: 3262.540771
	Iteration 23Q: 3 clusters Score -1219092 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1219113.375000 Penalty: 3262.540771
	Iteration 24Q: 3 clusters Score -1219113 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1219130.875000 Penalty: 3262.540771
	Iteration 25Q: 3 clusters Score -1219131 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1219145.250000 Penalty: 3262.540771
	Iteration 26Q: 3 clusters Score -1219145 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1219153.000000 Penalty: 3262.540771
	Iteration 27Q: 3 clusters Score -1219153 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1219160.250000 Penalty: 3262.540771
	Iteration 28Q: 3 clusters Score -1219160 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1219168.500000 Penalty: 3262.540771
	Iteration 29Q: 3 clusters Score -1219168 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1219171.625000 Penalty: 3262.540771
	Iteration 30Q: 3 clusters Score -1219172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1219175.750000 Penalty: 3262.540771
	Iteration 31Q: 3 clusters Score -1219176 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1219178.750000 Penalty: 3262.540771
	Iteration 32Q: 3 clusters Score -1219179 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1219186.625000 Penalty: 3262.540771
	Iteration 33Q: 3 clusters Score -1219187 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1219193.125000 Penalty: 3262.540771
	Iteration 34Q: 3 clusters Score -1219193 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1219194.375000 Penalty: 3262.540771
	Iteration 35Q: 3 clusters Score -1219194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1219197.875000 Penalty: 3262.540771
	Iteration 36Q: 3 clusters Score -1219198 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1219203.250000 Penalty: 3262.540771
	Iteration 37Q: 3 clusters Score -1219203 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1219211.500000 Penalty: 3262.540771
	Iteration 38Q: 3 clusters Score -1219212 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1219221.000000 Penalty: 3262.540771
	Iteration 39Q: 3 clusters Score -1219221 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1219226.125000 Penalty: 3262.540771
	Iteration 40F: 3 clusters Score -1219226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1219231.250000 Penalty: 3262.540771
	Iteration 41Q: 3 clusters Score -1219231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1219231.375000 Penalty: 3262.540771
	Iteration 42Q: 3 clusters Score -1219231 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1219235.125000 Penalty: 3262.540771
	Iteration 43Q: 3 clusters Score -1219235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1219239.500000 Penalty: 3262.540771
	Iteration 44Q: 3 clusters Score -1219240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1219241.250000 Penalty: 3262.540771
	Iteration 45Q: 3 clusters Score -1219241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1219242.875000 Penalty: 3262.540771
	Iteration 46Q: 3 clusters Score -1219243 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1219248.000000 Penalty: 3262.540771
	Iteration 47Q: 3 clusters Score -1219248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1219247.750000 Penalty: 3262.540771
	Iteration 48Q: 3 clusters Score -1219248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1219252.750000 Penalty: 3262.540771
	Iteration 49Q: 3 clusters Score -1219253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1219257.250000 Penalty: 3262.540771
	Iteration 50Q: 3 clusters Score -1219257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1219259.250000 Penalty: 3262.540771
	Iteration 51Q: 3 clusters Score -1219259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1219261.125000 Penalty: 3262.540771
	Iteration 52Q: 3 clusters Score -1219261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1219262.750000 Penalty: 3262.540771
	Iteration 53Q: 3 clusters Score -1219263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1219262.625000 Penalty: 3262.540771
	Iteration 54Q: 3 clusters Score -1219263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1219262.500000 Penalty: 3262.540771
	Iteration 55Q: 3 clusters Score -1219262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1219259.750000 Penalty: 3262.540771
	Iteration 56Q: 3 clusters Score -1219260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1219261.625000 Penalty: 3262.540771
	Iteration 57Q: 3 clusters Score -1219262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1219260.875000 Penalty: 3262.540771
	Iteration 58Q: 3 clusters Score -1219261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1219259.375000 Penalty: 3262.540771
	Iteration 59Q: 3 clusters Score -1219259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1219262.375000 Penalty: 3262.540771
	Iteration 60F: 3 clusters Score -1219262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1219266.500000 Penalty: 3262.540771
	Iteration 61Q: 3 clusters Score -1219266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1219265.625000 Penalty: 3262.540771
	Iteration 62Q: 3 clusters Score -1219266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1219267.250000 Penalty: 3262.540771
	Iteration 63Q: 3 clusters Score -1219267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1219268.125000 Penalty: 3262.540771
	Iteration 64Q: 3 clusters Score -1219268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1219265.625000 Penalty: 3262.540771
	Iteration 65Q: 3 clusters Score -1219266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1219266.000000 Penalty: 3262.540771
	Iteration 66Q: 3 clusters Score -1219266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1219266.875000 Penalty: 3262.540771
	Iteration 67Q: 3 clusters Score -1219267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1219266.375000 Penalty: 3262.540771
	Iteration 68Q: 3 clusters Score -1219266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1219266.375000 Penalty: 3262.540771
	Iteration 69F: 3 clusters Score -1219266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Entering Unmasked Estep 
Score: -321987.218750 Penalty: 1420.823853
	Iteration 0F: 2 clusters Score -321987.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -317223.375000 Penalty: 2841.647705
	Iteration 0F: 3 clusters Score -317223.4 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -318550.500000 Penalty: 2841.647705
	Iteration 1F: 3 clusters Score -318550.5 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -318778.437500 Penalty: 2841.647705
	Iteration 2F: 3 clusters Score -318778.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -318971.062500 Penalty: 2841.647705
	Iteration 3F: 3 clusters Score -318971.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -319127.187500 Penalty: 2841.647705
	Iteration 4F: 3 clusters Score -319127.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -319273.468750 Penalty: 2841.647705
	Iteration 5Q: 3 clusters Score -319273.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -319414.218750 Penalty: 2841.647705
	Iteration 6Q: 3 clusters Score -319414.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -319562.750000 Penalty: 2841.647705
	Iteration 7Q: 3 clusters Score -319562.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -319728.375000 Penalty: 2841.647705
	Iteration 8Q: 3 clusters Score -319728.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -319902.937500 Penalty: 2841.647705
	Iteration 9Q: 3 clusters Score -319902.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -320071.406250 Penalty: 2841.647705
	Iteration 10Q: 3 clusters Score -320071.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -320218.156250 Penalty: 2841.647705
	Iteration 11Q: 3 clusters Score -320218.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -320368.375000 Penalty: 2841.647705
	Iteration 12Q: 3 clusters Score -320368.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -320488.468750 Penalty: 2841.647705
	Iteration 13Q: 3 clusters Score -320488.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -320581.156250 Penalty: 2841.647705
	Iteration 14Q: 3 clusters Score -320581.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -320642.093750 Penalty: 2841.647705
	Iteration 15Q: 3 clusters Score -320642.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -320686.187500 Penalty: 2841.647705
	Iteration 16Q: 3 clusters Score -320686.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -320708.781250 Penalty: 2841.647705
	Iteration 17Q: 3 clusters Score -320708.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -320724.468750 Penalty: 2841.647705
	Iteration 18Q: 3 clusters Score -320724.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -320734.531250 Penalty: 2841.647705
	Iteration 19Q: 3 clusters Score -320734.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -320746.687500 Penalty: 2841.647705
	Iteration 20F: 3 clusters Score -320746.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -320753.187500 Penalty: 2841.647705
	Iteration 21Q: 3 clusters Score -320753.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -320754.968750 Penalty: 2841.647705
	Iteration 22Q: 3 clusters Score -320755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -320756.437500 Penalty: 2841.647705
	Iteration 23Q: 3 clusters Score -320756.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -320756.718750 Penalty: 2841.647705
	Iteration 24Q: 3 clusters Score -320756.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -320758.937500 Penalty: 2841.647705
	Iteration 25Q: 3 clusters Score -320758.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -320761.750000 Penalty: 2841.647705
	Iteration 26Q: 3 clusters Score -320761.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -320763.281250 Penalty: 2841.647705
	Iteration 27Q: 3 clusters Score -320763.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -320765.375000 Penalty: 2841.647705
	Iteration 28Q: 3 clusters Score -320765.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -320770.843750 Penalty: 2841.647705
	Iteration 29Q: 3 clusters Score -320770.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -320773.937500 Penalty: 2841.647705
	Iteration 30Q: 3 clusters Score -320773.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -320776.031250 Penalty: 2841.647705
	Iteration 31Q: 3 clusters Score -320776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -320777.968750 Penalty: 2841.647705
	Iteration 32Q: 3 clusters Score -320778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -320780.625000 Penalty: 2841.647705
	Iteration 33Q: 3 clusters Score -320780.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -320786.343750 Penalty: 2841.647705
	Iteration 34Q: 3 clusters Score -320786.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -320791.312500 Penalty: 2841.647705
	Iteration 35Q: 3 clusters Score -320791.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -320794.781250 Penalty: 2841.647705
	Iteration 36Q: 3 clusters Score -320794.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -320798.750000 Penalty: 2841.647705
	Iteration 37Q: 3 clusters Score -320798.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -320803.562500 Penalty: 2841.647705
	Iteration 38Q: 3 clusters Score -320803.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -320809.593750 Penalty: 2841.647705
	Iteration 39Q: 3 clusters Score -320809.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -320815.312500 Penalty: 2841.647705
	Iteration 40F: 3 clusters Score -320815.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -320818.218750 Penalty: 2841.647705
	Iteration 41Q: 3 clusters Score -320818.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -320819.687500 Penalty: 2841.647705
	Iteration 42Q: 3 clusters Score -320819.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -320820.156250 Penalty: 2841.647705
	Iteration 43Q: 3 clusters Score -320820.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -320820.156250 Penalty: 2841.647705
	Iteration 44F: 3 clusters Score -320820.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Entering Unmasked Estep 
Score: -357157.406250 Penalty: 1434.535034
	Iteration 0F: 2 clusters Score -357157.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -351973.281250 Penalty: 2869.070068
	Iteration 0F: 3 clusters Score -351973.3 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -353518.125000 Penalty: 2869.070068
	Iteration 1F: 3 clusters Score -353518.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -353782.937500 Penalty: 2869.070068
	Iteration 2F: 3 clusters Score -353782.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -354036.250000 Penalty: 2869.070068
	Iteration 3F: 3 clusters Score -354036.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -354317.218750 Penalty: 2869.070068
	Iteration 4F: 3 clusters Score -354317.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -354544.781250 Penalty: 2869.070068
	Iteration 5F: 3 clusters Score -354544.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -354756.406250 Penalty: 2869.070068
	Iteration 6Q: 3 clusters Score -354756.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -354977.687500 Penalty: 2869.070068
	Iteration 7Q: 3 clusters Score -354977.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -355166.062500 Penalty: 2869.070068
	Iteration 8Q: 3 clusters Score -355166.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -355293.125000 Penalty: 2869.070068
	Iteration 9Q: 3 clusters Score -355293.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -355397.062500 Penalty: 2869.070068
	Iteration 10Q: 3 clusters Score -355397.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -355497.187500 Penalty: 2869.070068
	Iteration 11Q: 3 clusters Score -355497.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -355605.125000 Penalty: 2869.070068
	Iteration 12Q: 3 clusters Score -355605.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -355689.281250 Penalty: 2869.070068
	Iteration 13Q: 3 clusters Score -355689.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -355732.906250 Penalty: 2869.070068
	Iteration 14Q: 3 clusters Score -355732.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -355757.937500 Penalty: 2869.070068
	Iteration 15Q: 3 clusters Score -355757.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -355778.531250 Penalty: 2869.070068
	Iteration 16Q: 3 clusters Score -355778.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -355794.781250 Penalty: 2869.070068
	Iteration 17Q: 3 clusters Score -355794.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -355813.312500 Penalty: 2869.070068
	Iteration 18Q: 3 clusters Score -355813.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -355828.187500 Penalty: 2869.070068
	Iteration 19Q: 3 clusters Score -355828.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -355838.250000 Penalty: 2869.070068
	Iteration 20F: 3 clusters Score -355838.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -355850.437500 Penalty: 2869.070068
	Iteration 21Q: 3 clusters Score -355850.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -355855.718750 Penalty: 2869.070068
	Iteration 22Q: 3 clusters Score -355855.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -355859.812500 Penalty: 2869.070068
	Iteration 23Q: 3 clusters Score -355859.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -355860.750000 Penalty: 2869.070068
	Iteration 24Q: 3 clusters Score -355860.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -355862.937500 Penalty: 2869.070068
	Iteration 25Q: 3 clusters Score -355862.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -355866.312500 Penalty: 2869.070068
	Iteration 26Q: 3 clusters Score -355866.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -355869.125000 Penalty: 2869.070068
	Iteration 27Q: 3 clusters Score -355869.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -355870.750000 Penalty: 2869.070068
	Iteration 28Q: 3 clusters Score -355870.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -355871.562500 Penalty: 2869.070068
	Iteration 29Q: 3 clusters Score -355871.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -355872.937500 Penalty: 2869.070068
	Iteration 30Q: 3 clusters Score -355872.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -355875.218750 Penalty: 2869.070068
	Iteration 31Q: 3 clusters Score -355875.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -355875.750000 Penalty: 2869.070068
	Iteration 32Q: 3 clusters Score -355875.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -355876.968750 Penalty: 2869.070068
	Iteration 33Q: 3 clusters Score -355877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -355877.218750 Penalty: 2869.070068
	Iteration 34Q: 3 clusters Score -355877.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -355878.593750 Penalty: 2869.070068
	Iteration 35Q: 3 clusters Score -355878.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -355878.750000 Penalty: 2869.070068
	Iteration 36Q: 3 clusters Score -355878.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -355880.968750 Penalty: 2869.070068
	Iteration 37Q: 3 clusters Score -355881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -355880.562500 Penalty: 2869.070068
	Iteration 38Q: 3 clusters Score -355880.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -355881.625000 Penalty: 2869.070068
	Iteration 39Q: 3 clusters Score -355881.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -355882.187500 Penalty: 2869.070068
	Iteration 40F: 3 clusters Score -355882.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -355883.875000 Penalty: 2869.070068
	Iteration 41Q: 3 clusters Score -355883.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -355884.156250 Penalty: 2869.070068
	Iteration 42Q: 3 clusters Score -355884.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -355883.906250 Penalty: 2869.070068
	Iteration 43Q: 3 clusters Score -355883.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -355883.531250 Penalty: 2869.070068
	Iteration 44Q: 3 clusters Score -355883.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -355883.656250 Penalty: 2869.070068
	Iteration 45Q: 3 clusters Score -355883.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -355885.312500 Penalty: 2869.070068
	Iteration 46Q: 3 clusters Score -355885.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -355886.937500 Penalty: 2869.070068
	Iteration 47Q: 3 clusters Score -355886.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -355887.906250 Penalty: 2869.070068
	Iteration 48Q: 3 clusters Score -355887.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -355888.750000 Penalty: 2869.070068
	Iteration 49Q: 3 clusters Score -355888.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -355889.375000 Penalty: 2869.070068
	Iteration 50Q: 3 clusters Score -355889.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -355888.718750 Penalty: 2869.070068
	Iteration 51Q: 3 clusters Score -355888.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -355889.125000 Penalty: 2869.070068
	Iteration 52Q: 3 clusters Score -355889.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -355890.281250 Penalty: 2869.070068
	Iteration 53Q: 3 clusters Score -355890.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -355889.937500 Penalty: 2869.070068
	Iteration 54Q: 3 clusters Score -355889.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -355888.906250 Penalty: 2869.070068
	Iteration 55Q: 3 clusters Score -355888.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -355890.500000 Penalty: 2869.070068
	Iteration 56Q: 3 clusters Score -355890.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -355891.000000 Penalty: 2869.070068
	Iteration 57Q: 3 clusters Score -355891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -355893.093750 Penalty: 2869.070068
	Iteration 58Q: 3 clusters Score -355893.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -355895.687500 Penalty: 2869.070068
	Iteration 59Q: 3 clusters Score -355895.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -355897.500000 Penalty: 2869.070068
	Iteration 60F: 3 clusters Score -355897.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -355898.156250 Penalty: 2869.070068
	Iteration 61Q: 3 clusters Score -355898.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -355899.531250 Penalty: 2869.070068
	Iteration 62Q: 3 clusters Score -355899.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -355900.968750 Penalty: 2869.070068
	Iteration 63Q: 3 clusters Score -355901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -355902.000000 Penalty: 2869.070068
	Iteration 64Q: 3 clusters Score -355902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -355901.843750 Penalty: 2869.070068
	Iteration 65Q: 3 clusters Score -355901.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -355902.093750 Penalty: 2869.070068
	Iteration 66Q: 3 clusters Score -355902.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -355902.437500 Penalty: 2869.070068
	Iteration 67Q: 3 clusters Score -355902.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -355902.437500 Penalty: 2869.070068
	Iteration 68F: 3 clusters Score -355902.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Entering Unmasked Estep 
Score: -40059.875000 Penalty: 1096.291992
	Iteration 0F: 2 clusters Score -40059.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -38716.277344 Penalty: 2192.583984
	Iteration 0F: 3 clusters Score -38716.28 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -38934.761719 Penalty: 2192.583984
	Iteration 1F: 3 clusters Score -38934.76 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -39011.691406 Penalty: 2192.583984
	Iteration 2F: 3 clusters Score -39011.69 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -39050.585938 Penalty: 2192.583984
	Iteration 3Q: 3 clusters Score -39050.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -39071.542969 Penalty: 2192.583984
	Iteration 4Q: 3 clusters Score -39071.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -39088.710938 Penalty: 2192.583984
	Iteration 5Q: 3 clusters Score -39088.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -39096.390625 Penalty: 2192.583984
	Iteration 6Q: 3 clusters Score -39096.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -39103.125000 Penalty: 2192.583984
	Iteration 7Q: 3 clusters Score -39103.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -39110.417969 Penalty: 2192.583984
	Iteration 8Q: 3 clusters Score -39110.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -39112.234375 Penalty: 2192.583984
	Iteration 9Q: 3 clusters Score -39112.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -39112.480469 Penalty: 2192.583984
	Iteration 10Q: 3 clusters Score -39112.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -39112.750000 Penalty: 2192.583984
	Iteration 11Q: 3 clusters Score -39112.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -39112.894531 Penalty: 2192.583984
	Iteration 12Q: 3 clusters Score -39112.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -39113.136719 Penalty: 2192.583984
	Iteration 13Q: 3 clusters Score -39113.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -39113.136719 Penalty: 2192.583984
	Iteration 14F: 3 clusters Score -39113.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Entering Unmasked Estep 
Score: -711766.562500 Penalty: 1546.694336
	Iteration 0F: 2 clusters Score -711766.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -702295.187500 Penalty: 3093.388672
	Iteration 0F: 3 clusters Score -702295.2 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -705455.875000 Penalty: 3093.388672
	Iteration 1F: 3 clusters Score -705455.9 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -705781.750000 Penalty: 3093.388672
	Iteration 2F: 3 clusters Score -705781.8 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -706151.687500 Penalty: 3093.388672
	Iteration 3F: 3 clusters Score -706151.7 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -706585.125000 Penalty: 3093.388672
	Iteration 4F: 3 clusters Score -706585.1 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -707149.875000 Penalty: 3093.388672
	Iteration 5F: 3 clusters Score -707149.9 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -707886.625000 Penalty: 3093.388672
	Iteration 6F: 3 clusters Score -707886.6 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -708696.937500 Penalty: 3093.388672
	Iteration 7F: 3 clusters Score -708696.9 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -709397.500000 Penalty: 3093.388672
	Iteration 8F: 3 clusters Score -709397.5 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -709857.375000 Penalty: 3093.388672
	Iteration 9Q: 3 clusters Score -709857.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -710137.500000 Penalty: 3093.388672
	Iteration 10Q: 3 clusters Score -710137.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -710278.750000 Penalty: 3093.388672
	Iteration 11Q: 3 clusters Score -710278.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -710372.000000 Penalty: 3093.388672
	Iteration 12Q: 3 clusters Score -710372 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -710420.312500 Penalty: 3093.388672
	Iteration 13Q: 3 clusters Score -710420.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -710460.562500 Penalty: 3093.388672
	Iteration 14Q: 3 clusters Score -710460.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -710483.437500 Penalty: 3093.388672
	Iteration 15Q: 3 clusters Score -710483.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -710499.062500 Penalty: 3093.388672
	Iteration 16Q: 3 clusters Score -710499.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -710510.500000 Penalty: 3093.388672
	Iteration 17Q: 3 clusters Score -710510.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -710514.062500 Penalty: 3093.388672
	Iteration 18Q: 3 clusters Score -710514.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -710520.875000 Penalty: 3093.388672
	Iteration 19Q: 3 clusters Score -710520.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -710525.125000 Penalty: 3093.388672
	Iteration 20F: 3 clusters Score -710525.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -710526.687500 Penalty: 3093.388672
	Iteration 21Q: 3 clusters Score -710526.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -710530.437500 Penalty: 3093.388672
	Iteration 22Q: 3 clusters Score -710530.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -710531.000000 Penalty: 3093.388672
	Iteration 23Q: 3 clusters Score -710531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -710531.125000 Penalty: 3093.388672
	Iteration 24Q: 3 clusters Score -710531.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -710530.812500 Penalty: 3093.388672
	Iteration 25Q: 3 clusters Score -710530.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -710531.625000 Penalty: 3093.388672
	Iteration 26Q: 3 clusters Score -710531.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -710531.625000 Penalty: 3093.388672
	Iteration 27F: 3 clusters Score -710531.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Entering Unmasked Estep 
Score: -1004249.062500 Penalty: 1599.037109
	Iteration 0F: 2 clusters Score -1004249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -991440.437500 Penalty: 3198.074219
	Iteration 0F: 3 clusters Score -991440.4 nChanged 8444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -995960.625000 Penalty: 3198.074219
	Iteration 1F: 3 clusters Score -995960.6 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -996367.562500 Penalty: 3198.074219
	Iteration 2F: 3 clusters Score -996367.6 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -996752.125000 Penalty: 3198.074219
	Iteration 3F: 3 clusters Score -996752.1 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -997219.312500 Penalty: 3198.074219
	Iteration 4F: 3 clusters Score -997219.3 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -997787.125000 Penalty: 3198.074219
	Iteration 5F: 3 clusters Score -997787.1 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -998521.500000 Penalty: 3198.074219
	Iteration 6F: 3 clusters Score -998521.5 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -999397.812500 Penalty: 3198.074219
	Iteration 7F: 3 clusters Score -999397.8 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -1000326.375000 Penalty: 3198.074219
	Iteration 8F: 3 clusters Score -1000326 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -1001094.625000 Penalty: 3198.074219
	Iteration 9Q: 3 clusters Score -1001095 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -1001642.625000 Penalty: 3198.074219
	Iteration 10Q: 3 clusters Score -1001643 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -1001953.375000 Penalty: 3198.074219
	Iteration 11Q: 3 clusters Score -1001953 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -1002144.625000 Penalty: 3198.074219
	Iteration 12Q: 3 clusters Score -1002145 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -1002263.562500 Penalty: 3198.074219
	Iteration 13Q: 3 clusters Score -1002264 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -1002341.437500 Penalty: 3198.074219
	Iteration 14Q: 3 clusters Score -1002341 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -1002392.687500 Penalty: 3198.074219
	Iteration 15Q: 3 clusters Score -1002393 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -1002438.187500 Penalty: 3198.074219
	Iteration 16Q: 3 clusters Score -1002438 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -1002478.312500 Penalty: 3198.074219
	Iteration 17Q: 3 clusters Score -1002478 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -1002510.187500 Penalty: 3198.074219
	Iteration 18Q: 3 clusters Score -1002510 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -1002546.375000 Penalty: 3198.074219
	Iteration 19Q: 3 clusters Score -1002546 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -1002578.437500 Penalty: 3198.074219
	Iteration 20F: 3 clusters Score -1002578 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -1002607.687500 Penalty: 3198.074219
	Iteration 21Q: 3 clusters Score -1002608 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -1002636.062500 Penalty: 3198.074219
	Iteration 22Q: 3 clusters Score -1002636 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -1002655.500000 Penalty: 3198.074219
	Iteration 23Q: 3 clusters Score -1002656 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -1002680.937500 Penalty: 3198.074219
	Iteration 24Q: 3 clusters Score -1002681 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -1002702.437500 Penalty: 3198.074219
	Iteration 25Q: 3 clusters Score -1002702 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -1002720.562500 Penalty: 3198.074219
	Iteration 26Q: 3 clusters Score -1002721 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -1002739.812500 Penalty: 3198.074219
	Iteration 27Q: 3 clusters Score -1002740 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -1002759.687500 Penalty: 3198.074219
	Iteration 28Q: 3 clusters Score -1002760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -1002780.312500 Penalty: 3198.074219
	Iteration 29Q: 3 clusters Score -1002780 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -1002795.562500 Penalty: 3198.074219
	Iteration 30Q: 3 clusters Score -1002796 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -1002814.687500 Penalty: 3198.074219
	Iteration 31Q: 3 clusters Score -1002815 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -1002825.625000 Penalty: 3198.074219
	Iteration 32Q: 3 clusters Score -1002826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -1002836.312500 Penalty: 3198.074219
	Iteration 33Q: 3 clusters Score -1002836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -1002839.937500 Penalty: 3198.074219
	Iteration 34Q: 3 clusters Score -1002840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -1002847.750000 Penalty: 3198.074219
	Iteration 35Q: 3 clusters Score -1002848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -1002855.750000 Penalty: 3198.074219
	Iteration 36Q: 3 clusters Score -1002856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -1002865.625000 Penalty: 3198.074219
	Iteration 37Q: 3 clusters Score -1002866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -1002873.375000 Penalty: 3198.074219
	Iteration 38Q: 3 clusters Score -1002873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -1002875.937500 Penalty: 3198.074219
	Iteration 39Q: 3 clusters Score -1002876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -1002878.625000 Penalty: 3198.074219
	Iteration 40F: 3 clusters Score -1002879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -1002878.750000 Penalty: 3198.074219
	Iteration 41Q: 3 clusters Score -1002879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -1002881.187500 Penalty: 3198.074219
	Iteration 42Q: 3 clusters Score -1002881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -1002881.500000 Penalty: 3198.074219
	Iteration 43Q: 3 clusters Score -1002882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -1002881.500000 Penalty: 3198.074219
	Iteration 44F: 3 clusters Score -1002882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (49180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49180 members 
Entering Unmasked Estep 
Score: -2587703.250000 Penalty: 1755.526978
	Iteration 0F: 2 clusters Score -2587703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -2554842.500000 Penalty: 3511.053955
	Iteration 0F: 3 clusters Score -2554842 nChanged 22950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -2567941.750000 Penalty: 3511.053955
	Iteration 1F: 3 clusters Score -2567942 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -2568707.000000 Penalty: 3511.053955
	Iteration 2Q: 3 clusters Score -2568707 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -2569632.500000 Penalty: 3511.053955
	Iteration 3Q: 3 clusters Score -2569632 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -2570786.750000 Penalty: 3511.053955
	Iteration 4F: 3 clusters Score -2570787 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -2572172.500000 Penalty: 3511.053955
	Iteration 5F: 3 clusters Score -2572172 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -2573824.500000 Penalty: 3511.053955
	Iteration 6F: 3 clusters Score -2573824 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2575906.250000 Penalty: 3511.053955
	Iteration 7F: 3 clusters Score -2575906 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2578412.000000 Penalty: 3511.053955
	Iteration 8F: 3 clusters Score -2578412 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2580595.000000 Penalty: 3511.053955
	Iteration 9F: 3 clusters Score -2580595 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2581752.750000 Penalty: 3511.053955
	Iteration 10Q: 3 clusters Score -2581753 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -2582201.500000 Penalty: 3511.053955
	Iteration 11Q: 3 clusters Score -2582202 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -2582440.750000 Penalty: 3511.053955
	Iteration 12Q: 3 clusters Score -2582441 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -2582627.250000 Penalty: 3511.053955
	Iteration 13Q: 3 clusters Score -2582627 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2582811.750000 Penalty: 3511.053955
	Iteration 14Q: 3 clusters Score -2582812 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2582990.000000 Penalty: 3511.053955
	Iteration 15Q: 3 clusters Score -2582990 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2583173.750000 Penalty: 3511.053955
	Iteration 16Q: 3 clusters Score -2583174 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2583342.000000 Penalty: 3511.053955
	Iteration 17Q: 3 clusters Score -2583342 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2583518.000000 Penalty: 3511.053955
	Iteration 18Q: 3 clusters Score -2583518 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2583683.500000 Penalty: 3511.053955
	Iteration 19Q: 3 clusters Score -2583684 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -2583834.750000 Penalty: 3511.053955
	Iteration 20F: 3 clusters Score -2583835 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -2584005.750000 Penalty: 3511.053955
	Iteration 21Q: 3 clusters Score -2584006 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2584171.750000 Penalty: 3511.053955
	Iteration 22Q: 3 clusters Score -2584172 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -2584309.500000 Penalty: 3511.053955
	Iteration 23Q: 3 clusters Score -2584310 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2584471.750000 Penalty: 3511.053955
	Iteration 24Q: 3 clusters Score -2584472 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43436 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2584595.000000 Penalty: 3511.053955
	Iteration 25Q: 3 clusters Score -2584595 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43812 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2584696.000000 Penalty: 3511.053955
	Iteration 26Q: 3 clusters Score -2584696 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -2584808.250000 Penalty: 3511.053955
	Iteration 27Q: 3 clusters Score -2584808 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -2584900.750000 Penalty: 3511.053955
	Iteration 28Q: 3 clusters Score -2584901 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44811 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2585013.500000 Penalty: 3511.053955
	Iteration 29Q: 3 clusters Score -2585014 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -2585105.000000 Penalty: 3511.053955
	Iteration 30Q: 3 clusters Score -2585105 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2585214.750000 Penalty: 3511.053955
	Iteration 31Q: 3 clusters Score -2585215 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2585332.000000 Penalty: 3511.053955
	Iteration 32Q: 3 clusters Score -2585332 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46037 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2585455.500000 Penalty: 3511.053955
	Iteration 33Q: 3 clusters Score -2585456 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46293 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2585528.000000 Penalty: 3511.053955
	Iteration 34Q: 3 clusters Score -2585528 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2585619.250000 Penalty: 3511.053955
	Iteration 35Q: 3 clusters Score -2585619 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46703 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2585664.750000 Penalty: 3511.053955
	Iteration 36Q: 3 clusters Score -2585665 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2585733.000000 Penalty: 3511.053955
	Iteration 37Q: 3 clusters Score -2585733 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47063 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2585801.750000 Penalty: 3511.053955
	Iteration 38Q: 3 clusters Score -2585802 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47230 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2585865.500000 Penalty: 3511.053955
	Iteration 39Q: 3 clusters Score -2585866 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2585891.500000 Penalty: 3511.053955
	Iteration 40F: 3 clusters Score -2585892 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47465 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2585926.750000 Penalty: 3511.053955
	Iteration 41Q: 3 clusters Score -2585927 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2585942.500000 Penalty: 3511.053955
	Iteration 42Q: 3 clusters Score -2585942 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47623 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2585969.500000 Penalty: 3511.053955
	Iteration 43Q: 3 clusters Score -2585970 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47687 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2585988.750000 Penalty: 3511.053955
	Iteration 44Q: 3 clusters Score -2585989 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47736 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2586006.250000 Penalty: 3511.053955
	Iteration 45Q: 3 clusters Score -2586006 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47786 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2586020.750000 Penalty: 3511.053955
	Iteration 46Q: 3 clusters Score -2586021 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2586038.750000 Penalty: 3511.053955
	Iteration 47Q: 3 clusters Score -2586039 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47907 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2586060.250000 Penalty: 3511.053955
	Iteration 48Q: 3 clusters Score -2586060 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47964 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2586087.000000 Penalty: 3511.053955
	Iteration 49Q: 3 clusters Score -2586087 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2586102.250000 Penalty: 3511.053955
	Iteration 50Q: 3 clusters Score -2586102 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48067 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2586108.500000 Penalty: 3511.053955
	Iteration 51Q: 3 clusters Score -2586108 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48097 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2586120.000000 Penalty: 3511.053955
	Iteration 52Q: 3 clusters Score -2586120 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48129 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2586130.000000 Penalty: 3511.053955
	Iteration 53Q: 3 clusters Score -2586130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48148 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2586136.500000 Penalty: 3511.053955
	Iteration 54Q: 3 clusters Score -2586136 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48173 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2586141.250000 Penalty: 3511.053955
	Iteration 55Q: 3 clusters Score -2586141 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48196 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2586158.750000 Penalty: 3511.053955
	Iteration 56Q: 3 clusters Score -2586159 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2586173.500000 Penalty: 3511.053955
	Iteration 57Q: 3 clusters Score -2586174 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48252 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2586181.500000 Penalty: 3511.053955
	Iteration 58Q: 3 clusters Score -2586182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48273 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2586189.250000 Penalty: 3511.053955
	Iteration 59Q: 3 clusters Score -2586189 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48297 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2586194.000000 Penalty: 3511.053955
	Iteration 60F: 3 clusters Score -2586194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2586199.000000 Penalty: 3511.053955
	Iteration 61Q: 3 clusters Score -2586199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48326 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2586200.750000 Penalty: 3511.053955
	Iteration 62Q: 3 clusters Score -2586201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2586212.750000 Penalty: 3511.053955
	Iteration 63Q: 3 clusters Score -2586213 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2586216.250000 Penalty: 3511.053955
	Iteration 64Q: 3 clusters Score -2586216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48378 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2586222.500000 Penalty: 3511.053955
	Iteration 65Q: 3 clusters Score -2586222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2586227.250000 Penalty: 3511.053955
	Iteration 66Q: 3 clusters Score -2586227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48396 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2586229.500000 Penalty: 3511.053955
	Iteration 67Q: 3 clusters Score -2586230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48405 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2586229.500000 Penalty: 3511.053955
	Iteration 68Q: 3 clusters Score -2586230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48415 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2586232.500000 Penalty: 3511.053955
	Iteration 69Q: 3 clusters Score -2586232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48423 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2586239.250000 Penalty: 3511.053955
	Iteration 70Q: 3 clusters Score -2586239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48430 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2586242.000000 Penalty: 3511.053955
	Iteration 71Q: 3 clusters Score -2586242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48438 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2586240.000000 Penalty: 3511.053955
	Iteration 72Q: 3 clusters Score -2586240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48444 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2586244.000000 Penalty: 3511.053955
	Iteration 73Q: 3 clusters Score -2586244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48447 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2586248.000000 Penalty: 3511.053955
	Iteration 74Q: 3 clusters Score -2586248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48449 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2586244.750000 Penalty: 3511.053955
	Iteration 75Q: 3 clusters Score -2586245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2586245.750000 Penalty: 3511.053955
	Iteration 76Q: 3 clusters Score -2586246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48454 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2586247.000000 Penalty: 3511.053955
	Iteration 77Q: 3 clusters Score -2586247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48456 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2586249.000000 Penalty: 3511.053955
	Iteration 78Q: 3 clusters Score -2586249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48458 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2586247.250000 Penalty: 3511.053955
	Iteration 79Q: 3 clusters Score -2586247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48464 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2586254.500000 Penalty: 3511.053955
	Iteration 80F: 3 clusters Score -2586254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48468 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2586253.750000 Penalty: 3511.053955
	Iteration 81Q: 3 clusters Score -2586254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48470 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2586257.000000 Penalty: 3511.053955
	Iteration 82Q: 3 clusters Score -2586257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48471 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2586255.500000 Penalty: 3511.053955
	Iteration 83Q: 3 clusters Score -2586256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2586258.750000 Penalty: 3511.053955
	Iteration 84Q: 3 clusters Score -2586259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2586258.750000 Penalty: 3511.053955
	Iteration 85F: 3 clusters Score -2586259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (58105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58105 members 
Entering Unmasked Estep 
Score: -2980591.500000 Penalty: 1782.626099
	Iteration 0F: 2 clusters Score -2980592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -2941823.250000 Penalty: 3565.252197
	Iteration 0F: 3 clusters Score -2941823 nChanged 27417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -2957743.250000 Penalty: 3565.252197
	Iteration 1F: 3 clusters Score -2957743 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -2959180.000000 Penalty: 3565.252197
	Iteration 2Q: 3 clusters Score -2959180 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -2961376.500000 Penalty: 3565.252197
	Iteration 3F: 3 clusters Score -2961376 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -2964198.500000 Penalty: 3565.252197
	Iteration 4F: 3 clusters Score -2964198 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2967490.000000 Penalty: 3565.252197
	Iteration 5F: 3 clusters Score -2967490 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43970 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -2970842.000000 Penalty: 3565.252197
	Iteration 6F: 3 clusters Score -2970842 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47326 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2973830.250000 Penalty: 3565.252197
	Iteration 7F: 3 clusters Score -2973830 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49823 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2976158.500000 Penalty: 3565.252197
	Iteration 8Q: 3 clusters Score -2976158 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51567 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2978120.750000 Penalty: 3565.252197
	Iteration 9Q: 3 clusters Score -2978121 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52744 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -2979499.000000 Penalty: 3565.252197
	Iteration 10Q: 3 clusters Score -2979499 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53475 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -2980156.250000 Penalty: 3565.252197
	Iteration 11Q: 3 clusters Score -2980156 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54015 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -2980570.000000 Penalty: 3565.252197
	Iteration 12Q: 3 clusters Score -2980570 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54451 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2980929.500000 Penalty: 3565.252197
	Iteration 13Q: 3 clusters Score -2980930 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54769 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2981123.750000 Penalty: 3565.252197
	Iteration 14Q: 3 clusters Score -2981124 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55008 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2981288.250000 Penalty: 3565.252197
	Iteration 15Q: 3 clusters Score -2981288 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55205 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2981404.000000 Penalty: 3565.252197
	Iteration 16Q: 3 clusters Score -2981404 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55340 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2981467.000000 Penalty: 3565.252197
	Iteration 17Q: 3 clusters Score -2981467 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55426 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2981498.500000 Penalty: 3565.252197
	Iteration 18Q: 3 clusters Score -2981498 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55496 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2981517.750000 Penalty: 3565.252197
	Iteration 19Q: 3 clusters Score -2981518 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55546 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2981521.250000 Penalty: 3565.252197
	Iteration 20F: 3 clusters Score -2981521 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55575 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2981519.750000 Penalty: 3565.252197
	Iteration 21Q: 3 clusters Score -2981520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55595 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2981528.000000 Penalty: 3565.252197
	Iteration 22Q: 3 clusters Score -2981528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55607 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2981524.000000 Penalty: 3565.252197
	Iteration 23Q: 3 clusters Score -2981524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55622 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2981526.000000 Penalty: 3565.252197
	Iteration 24Q: 3 clusters Score -2981526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55632 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2981523.250000 Penalty: 3565.252197
	Iteration 25Q: 3 clusters Score -2981523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55636 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2981526.250000 Penalty: 3565.252197
	Iteration 26Q: 3 clusters Score -2981526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55640 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2981523.000000 Penalty: 3565.252197
	Iteration 27Q: 3 clusters Score -2981523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55643 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2981527.000000 Penalty: 3565.252197
	Iteration 28Q: 3 clusters Score -2981527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55644 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2981528.750000 Penalty: 3565.252197
	Iteration 29Q: 3 clusters Score -2981529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55644 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2981528.750000 Penalty: 3565.252197
	Iteration 30F: 3 clusters Score -2981529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 6859 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 22893 members 
Mstep: Class 5 contains 6270 members 
Mstep: Class 6 contains 6822 members 
Mstep: Class 7 contains 851 members 
Mstep: Class 8 contains 2461 members 
Mstep: Class 9 contains 13604 members 
Mstep: Class 11 contains 18774 members 
Mstep: Class 12 contains 49180 members 
Mstep: Class 13 contains 55644 members 
Mstep: Class 14 contains 86495 members 
Mstep: Class 15 contains 14408 members 
Mstep: Class 16 contains 2771 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 138125 members 
Entering Unmasked Estep 
Score: -23131414.000000 Penalty: 36036.289062
Splitting cluster 13 changes total score from -23130646.000000 to -23131414.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 14 (86495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86495 members 
Entering Unmasked Estep 
Score: -4487663.500000 Penalty: 1847.274292
	Iteration 0F: 2 clusters Score -4487664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -4429674.000000 Penalty: 3694.548584
	Iteration 0F: 3 clusters Score -4429674 nChanged 41349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -4453670.500000 Penalty: 3694.548584
	Iteration 1F: 3 clusters Score -4453670 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -4454449.000000 Penalty: 3694.548584
	Iteration 2Q: 3 clusters Score -4454449 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47539 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -4455605.500000 Penalty: 3694.548584
	Iteration 3Q: 3 clusters Score -4455606 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49910 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -4457383.500000 Penalty: 3694.548584
	Iteration 4Q: 3 clusters Score -4457384 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53261 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -4460232.500000 Penalty: 3694.548584
	Iteration 5F: 3 clusters Score -4460232 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57671 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -4464639.500000 Penalty: 3694.548584
	Iteration 6F: 3 clusters Score -4464640 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62459 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -4470135.500000 Penalty: 3694.548584
	Iteration 7F: 3 clusters Score -4470136 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66436 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -4475202.500000 Penalty: 3694.548584
	Iteration 8F: 3 clusters Score -4475202 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69069 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -4478106.500000 Penalty: 3694.548584
	Iteration 9Q: 3 clusters Score -4478106 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71036 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -4479656.000000 Penalty: 3694.548584
	Iteration 10Q: 3 clusters Score -4479656 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72769 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -4480761.000000 Penalty: 3694.548584
	Iteration 11Q: 3 clusters Score -4480761 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74329 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -4481680.500000 Penalty: 3694.548584
	Iteration 12Q: 3 clusters Score -4481680 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75691 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -4482486.500000 Penalty: 3694.548584
	Iteration 13Q: 3 clusters Score -4482486 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76918 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -4483239.000000 Penalty: 3694.548584
	Iteration 14Q: 3 clusters Score -4483239 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77954 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -4483835.000000 Penalty: 3694.548584
	Iteration 15Q: 3 clusters Score -4483835 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78838 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -4484304.000000 Penalty: 3694.548584
	Iteration 16Q: 3 clusters Score -4484304 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79596 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -4484703.000000 Penalty: 3694.548584
	Iteration 17Q: 3 clusters Score -4484703 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80216 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -4485009.000000 Penalty: 3694.548584
	Iteration 18Q: 3 clusters Score -4485009 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80745 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -4485246.500000 Penalty: 3694.548584
	Iteration 19Q: 3 clusters Score -4485246 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81194 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -4485418.000000 Penalty: 3694.548584
	Iteration 20F: 3 clusters Score -4485418 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81582 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -4485579.000000 Penalty: 3694.548584
	Iteration 21Q: 3 clusters Score -4485579 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81896 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -4485683.500000 Penalty: 3694.548584
	Iteration 22Q: 3 clusters Score -4485684 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82156 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -4485758.500000 Penalty: 3694.548584
	Iteration 23Q: 3 clusters Score -4485758 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82392 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -4485834.500000 Penalty: 3694.548584
	Iteration 24Q: 3 clusters Score -4485834 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82587 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -4485859.500000 Penalty: 3694.548584
	Iteration 25Q: 3 clusters Score -4485860 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82749 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -4485910.500000 Penalty: 3694.548584
	Iteration 26Q: 3 clusters Score -4485910 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82884 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -4485950.500000 Penalty: 3694.548584
	Iteration 27Q: 3 clusters Score -4485950 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83001 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -4485978.000000 Penalty: 3694.548584
	Iteration 28Q: 3 clusters Score -4485978 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83104 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -4485990.000000 Penalty: 3694.548584
	Iteration 29Q: 3 clusters Score -4485990 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83201 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -4486002.500000 Penalty: 3694.548584
	Iteration 30Q: 3 clusters Score -4486002 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83299 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -4486028.000000 Penalty: 3694.548584
	Iteration 31Q: 3 clusters Score -4486028 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83381 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -4486054.500000 Penalty: 3694.548584
	Iteration 32Q: 3 clusters Score -4486054 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83452 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -4486065.500000 Penalty: 3694.548584
	Iteration 33Q: 3 clusters Score -4486066 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83511 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -4486087.500000 Penalty: 3694.548584
	Iteration 34Q: 3 clusters Score -4486088 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83559 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -4486092.500000 Penalty: 3694.548584
	Iteration 35Q: 3 clusters Score -4486092 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83606 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -4486100.000000 Penalty: 3694.548584
	Iteration 36Q: 3 clusters Score -4486100 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83643 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -4486109.000000 Penalty: 3694.548584
	Iteration 37Q: 3 clusters Score -4486109 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83677 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -4486109.000000 Penalty: 3694.548584
	Iteration 38Q: 3 clusters Score -4486109 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83720 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -4486103.000000 Penalty: 3694.548584
	Iteration 39Q: 3 clusters Score -4486103 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83761 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -4486109.000000 Penalty: 3694.548584
	Iteration 40F: 3 clusters Score -4486109 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83788 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -4486122.000000 Penalty: 3694.548584
	Iteration 41Q: 3 clusters Score -4486122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83814 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -4486121.500000 Penalty: 3694.548584
	Iteration 42Q: 3 clusters Score -4486122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83834 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -4486127.000000 Penalty: 3694.548584
	Iteration 43Q: 3 clusters Score -4486127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83851 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -4486129.500000 Penalty: 3694.548584
	Iteration 44Q: 3 clusters Score -4486130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83873 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -4486132.500000 Penalty: 3694.548584
	Iteration 45Q: 3 clusters Score -4486132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83887 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -4486140.500000 Penalty: 3694.548584
	Iteration 46Q: 3 clusters Score -4486140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83899 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -4486139.000000 Penalty: 3694.548584
	Iteration 47Q: 3 clusters Score -4486139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83909 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -4486146.000000 Penalty: 3694.548584
	Iteration 48Q: 3 clusters Score -4486146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83923 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -4486146.000000 Penalty: 3694.548584
	Iteration 49Q: 3 clusters Score -4486146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83934 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -4486129.500000 Penalty: 3694.548584
	Iteration 50Q: 3 clusters Score -4486130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83942 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -4486133.000000 Penalty: 3694.548584
	Iteration 51Q: 3 clusters Score -4486133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83956 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -4486144.000000 Penalty: 3694.548584
	Iteration 52Q: 3 clusters Score -4486144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83970 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -4486139.000000 Penalty: 3694.548584
	Iteration 53Q: 3 clusters Score -4486139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83983 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -4486143.500000 Penalty: 3694.548584
	Iteration 54Q: 3 clusters Score -4486144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83998 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -4486151.500000 Penalty: 3694.548584
	Iteration 55Q: 3 clusters Score -4486152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84017 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -4486145.000000 Penalty: 3694.548584
	Iteration 56Q: 3 clusters Score -4486145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84035 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -4486153.000000 Penalty: 3694.548584
	Iteration 57Q: 3 clusters Score -4486153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84049 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -4486157.000000 Penalty: 3694.548584
	Iteration 58Q: 3 clusters Score -4486157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84062 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -4486158.000000 Penalty: 3694.548584
	Iteration 59Q: 3 clusters Score -4486158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84067 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -4486158.000000 Penalty: 3694.548584
	Iteration 60F: 3 clusters Score -4486158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84072 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -4486156.500000 Penalty: 3694.548584
	Iteration 61Q: 3 clusters Score -4486156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84075 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -4486156.500000 Penalty: 3694.548584
	Iteration 62Q: 3 clusters Score -4486156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84076 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -4486160.000000 Penalty: 3694.548584
	Iteration 63Q: 3 clusters Score -4486160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84077 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -4486160.000000 Penalty: 3694.548584
	Iteration 64Q: 3 clusters Score -4486160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84078 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -4486158.000000 Penalty: 3694.548584
	Iteration 65Q: 3 clusters Score -4486158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84079 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -4486163.500000 Penalty: 3694.548584
	Iteration 66Q: 3 clusters Score -4486164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84082 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -4486170.000000 Penalty: 3694.548584
	Iteration 67Q: 3 clusters Score -4486170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84083 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -4486171.000000 Penalty: 3694.548584
	Iteration 68Q: 3 clusters Score -4486171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84083 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -4486171.000000 Penalty: 3694.548584
	Iteration 69F: 3 clusters Score -4486171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Entering Unmasked Estep 
Score: -785346.625000 Penalty: 1556.025024
	Iteration 0F: 2 clusters Score -785346.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -775395.187500 Penalty: 3112.050049
	Iteration 0F: 3 clusters Score -775395.2 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -778781.437500 Penalty: 3112.050049
	Iteration 1F: 3 clusters Score -778781.4 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -779128.187500 Penalty: 3112.050049
	Iteration 2F: 3 clusters Score -779128.2 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -779519.375000 Penalty: 3112.050049
	Iteration 3F: 3 clusters Score -779519.4 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -779973.812500 Penalty: 3112.050049
	Iteration 4F: 3 clusters Score -779973.8 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -780589.375000 Penalty: 3112.050049
	Iteration 5F: 3 clusters Score -780589.4 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -781334.625000 Penalty: 3112.050049
	Iteration 6F: 3 clusters Score -781334.6 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -782177.750000 Penalty: 3112.050049
	Iteration 7F: 3 clusters Score -782177.8 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -782917.562500 Penalty: 3112.050049
	Iteration 8F: 3 clusters Score -782917.6 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -783390.687500 Penalty: 3112.050049
	Iteration 9Q: 3 clusters Score -783390.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -783651.250000 Penalty: 3112.050049
	Iteration 10Q: 3 clusters Score -783651.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -783802.125000 Penalty: 3112.050049
	Iteration 11Q: 3 clusters Score -783802.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -783867.687500 Penalty: 3112.050049
	Iteration 12Q: 3 clusters Score -783867.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -783910.625000 Penalty: 3112.050049
	Iteration 13Q: 3 clusters Score -783910.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -783927.125000 Penalty: 3112.050049
	Iteration 14Q: 3 clusters Score -783927.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -783938.250000 Penalty: 3112.050049
	Iteration 15Q: 3 clusters Score -783938.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -783946.437500 Penalty: 3112.050049
	Iteration 16Q: 3 clusters Score -783946.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -783949.250000 Penalty: 3112.050049
	Iteration 17Q: 3 clusters Score -783949.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -783955.562500 Penalty: 3112.050049
	Iteration 18Q: 3 clusters Score -783955.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -783962.125000 Penalty: 3112.050049
	Iteration 19Q: 3 clusters Score -783962.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -783966.625000 Penalty: 3112.050049
	Iteration 20F: 3 clusters Score -783966.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -783967.187500 Penalty: 3112.050049
	Iteration 21Q: 3 clusters Score -783967.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -783967.187500 Penalty: 3112.050049
	Iteration 22F: 3 clusters Score -783967.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -125891.992188 Penalty: 1288.131592
	Iteration 0F: 2 clusters Score -125892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -123323.578125 Penalty: 2576.263184
	Iteration 0F: 3 clusters Score -123323.6 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -123998.867188 Penalty: 2576.263184
	Iteration 1F: 3 clusters Score -123998.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -124186.406250 Penalty: 2576.263184
	Iteration 2F: 3 clusters Score -124186.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -124326.390625 Penalty: 2576.263184
	Iteration 3F: 3 clusters Score -124326.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -124444.585938 Penalty: 2576.263184
	Iteration 4Q: 3 clusters Score -124444.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -124589.585938 Penalty: 2576.263184
	Iteration 5Q: 3 clusters Score -124589.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -124745.585938 Penalty: 2576.263184
	Iteration 6F: 3 clusters Score -124745.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -124880.875000 Penalty: 2576.263184
	Iteration 7Q: 3 clusters Score -124880.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -124973.765625 Penalty: 2576.263184
	Iteration 8Q: 3 clusters Score -124973.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -125038.859375 Penalty: 2576.263184
	Iteration 9Q: 3 clusters Score -125038.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -125073.796875 Penalty: 2576.263184
	Iteration 10Q: 3 clusters Score -125073.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -125115.679688 Penalty: 2576.263184
	Iteration 11Q: 3 clusters Score -125115.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -125161.078125 Penalty: 2576.263184
	Iteration 12Q: 3 clusters Score -125161.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -125220.679688 Penalty: 2576.263184
	Iteration 13Q: 3 clusters Score -125220.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -125258.242188 Penalty: 2576.263184
	Iteration 14Q: 3 clusters Score -125258.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -125280.460938 Penalty: 2576.263184
	Iteration 15Q: 3 clusters Score -125280.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -125295.453125 Penalty: 2576.263184
	Iteration 16Q: 3 clusters Score -125295.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -125307.460938 Penalty: 2576.263184
	Iteration 17Q: 3 clusters Score -125307.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -125317.195312 Penalty: 2576.263184
	Iteration 18Q: 3 clusters Score -125317.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -125323.140625 Penalty: 2576.263184
	Iteration 19Q: 3 clusters Score -125323.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -125328.453125 Penalty: 2576.263184
	Iteration 20F: 3 clusters Score -125328.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -125332.429688 Penalty: 2576.263184
	Iteration 21Q: 3 clusters Score -125332.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -125336.156250 Penalty: 2576.263184
	Iteration 22Q: 3 clusters Score -125336.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -125338.421875 Penalty: 2576.263184
	Iteration 23Q: 3 clusters Score -125338.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -125342.296875 Penalty: 2576.263184
	Iteration 24Q: 3 clusters Score -125342.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -125344.656250 Penalty: 2576.263184
	Iteration 25Q: 3 clusters Score -125344.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -125346.828125 Penalty: 2576.263184
	Iteration 26Q: 3 clusters Score -125346.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -125347.750000 Penalty: 2576.263184
	Iteration 27Q: 3 clusters Score -125347.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -125349.335938 Penalty: 2576.263184
	Iteration 28Q: 3 clusters Score -125349.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -125351.835938 Penalty: 2576.263184
	Iteration 29Q: 3 clusters Score -125351.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -125352.398438 Penalty: 2576.263184
	Iteration 30Q: 3 clusters Score -125352.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -125353.203125 Penalty: 2576.263184
	Iteration 31Q: 3 clusters Score -125353.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -125354.226562 Penalty: 2576.263184
	Iteration 32Q: 3 clusters Score -125354.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -125355.171875 Penalty: 2576.263184
	Iteration 33Q: 3 clusters Score -125355.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -125357.453125 Penalty: 2576.263184
	Iteration 34Q: 3 clusters Score -125357.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -125358.742188 Penalty: 2576.263184
	Iteration 35Q: 3 clusters Score -125358.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -125359.765625 Penalty: 2576.263184
	Iteration 36Q: 3 clusters Score -125359.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -125361.437500 Penalty: 2576.263184
	Iteration 37Q: 3 clusters Score -125361.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -125363.304688 Penalty: 2576.263184
	Iteration 38Q: 3 clusters Score -125363.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -125365.984375 Penalty: 2576.263184
	Iteration 39Q: 3 clusters Score -125366 nChanged 6
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: -125368.210938 Penalty: 2576.263184
	Iteration 40F: 3 clusters Score -125368.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -125370.218750 Penalty: 2576.263184
	Iteration 41Q: 3 clusters Score -125370.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -125371.703125 Penalty: 2576.263184
	Iteration 42Q: 3 clusters Score -125371.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -125372.968750 Penalty: 2576.263184
	Iteration 43Q: 3 clusters Score -125373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -125373.429688 Penalty: 2576.263184
	Iteration 44Q: 3 clusters Score -125373.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -125373.429688 Penalty: 2576.263184
	Iteration 45F: 3 clusters Score -125373.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Entering Unmasked Estep 
Score: -86024.367188 Penalty: 1199.595215
	Iteration 0F: 2 clusters Score -86024.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -84190.664062 Penalty: 2399.190430
	Iteration 0F: 3 clusters Score -84190.66 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -84536.953125 Penalty: 2399.190430
	Iteration 1F: 3 clusters Score -84536.95 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -84604.976562 Penalty: 2399.190430
	Iteration 2F: 3 clusters Score -84604.98 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -84644.023438 Penalty: 2399.190430
	Iteration 3Q: 3 clusters Score -84644.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -84671.140625 Penalty: 2399.190430
	Iteration 4Q: 3 clusters Score -84671.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -84691.726562 Penalty: 2399.190430
	Iteration 5Q: 3 clusters Score -84691.73 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -84711.484375 Penalty: 2399.190430
	Iteration 6Q: 3 clusters Score -84711.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -84721.117188 Penalty: 2399.190430
	Iteration 7Q: 3 clusters Score -84721.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -84724.375000 Penalty: 2399.190430
	Iteration 8Q: 3 clusters Score -84724.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -84728.164062 Penalty: 2399.190430
	Iteration 9Q: 3 clusters Score -84728.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -84733.937500 Penalty: 2399.190430
	Iteration 10Q: 3 clusters Score -84733.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -84737.789062 Penalty: 2399.190430
	Iteration 11Q: 3 clusters Score -84737.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -84739.570312 Penalty: 2399.190430
	Iteration 12Q: 3 clusters Score -84739.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -84742.445312 Penalty: 2399.190430
	Iteration 13Q: 3 clusters Score -84742.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -84744.507812 Penalty: 2399.190430
	Iteration 14Q: 3 clusters Score -84744.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -84748.953125 Penalty: 2399.190430
	Iteration 15Q: 3 clusters Score -84748.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -84751.085938 Penalty: 2399.190430
	Iteration 16Q: 3 clusters Score -84751.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -84754.296875 Penalty: 2399.190430
	Iteration 17Q: 3 clusters Score -84754.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -84759.828125 Penalty: 2399.190430
	Iteration 18Q: 3 clusters Score -84759.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -84769.437500 Penalty: 2399.190430
	Iteration 19Q: 3 clusters Score -84769.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -84778.984375 Penalty: 2399.190430
	Iteration 20F: 3 clusters Score -84778.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -84786.742188 Penalty: 2399.190430
	Iteration 21Q: 3 clusters Score -84786.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -84789.546875 Penalty: 2399.190430
	Iteration 22Q: 3 clusters Score -84789.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -84792.781250 Penalty: 2399.190430
	Iteration 23Q: 3 clusters Score -84792.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -84793.476562 Penalty: 2399.190430
	Iteration 24Q: 3 clusters Score -84793.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -84794.687500 Penalty: 2399.190430
	Iteration 25Q: 3 clusters Score -84794.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -84795.843750 Penalty: 2399.190430
	Iteration 26Q: 3 clusters Score -84795.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -84795.937500 Penalty: 2399.190430
	Iteration 27Q: 3 clusters Score -84795.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -84795.937500 Penalty: 2399.190430
	Iteration 28F: 3 clusters Score -84795.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (138125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138125 members 
Entering Unmasked Estep 
Score: -7193699.000000 Penalty: 1923.336182
	Iteration 0F: 2 clusters Score -7193699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69094 members 
Mstep: Class 2 contains 69031 members 
Entering Unmasked Estep 
Score: -7100974.500000 Penalty: 3846.672363
	Iteration 0F: 3 clusters Score -7100974 nChanged 66538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71184 members 
Mstep: Class 2 contains 66941 members 
Entering Unmasked Estep 
Score: -7139793.500000 Penalty: 3846.672363
	Iteration 1F: 3 clusters Score -7139794 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72571 members 
Mstep: Class 2 contains 65554 members 
Entering Unmasked Estep 
Score: -7140723.500000 Penalty: 3846.672363
	Iteration 2Q: 3 clusters Score -7140724 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74739 members 
Mstep: Class 2 contains 63386 members 
Entering Unmasked Estep 
Score: -7142047.000000 Penalty: 3846.672363
	Iteration 3Q: 3 clusters Score -7142047 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77888 members 
Mstep: Class 2 contains 60237 members 
Entering Unmasked Estep 
Score: -7143731.000000 Penalty: 3846.672363
	Iteration 4Q: 3 clusters Score -7143731 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82392 members 
Mstep: Class 2 contains 55733 members 
Entering Unmasked Estep 
Score: -7146336.500000 Penalty: 3846.672363
	Iteration 5Q: 3 clusters Score -7146336 nChanged 7616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88668 members 
Mstep: Class 2 contains 49457 members 
Entering Unmasked Estep 
Score: -7150336.500000 Penalty: 3846.672363
	Iteration 6F: 3 clusters Score -7150336 nChanged 8968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96854 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
Score: -7156201.500000 Penalty: 3846.672363
	Iteration 7F: 3 clusters Score -7156202 nChanged 10131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106591 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -7164062.500000 Penalty: 3846.672363
	Iteration 8F: 3 clusters Score -7164062 nChanged 10241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116732 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -7172995.000000 Penalty: 3846.672363
	Iteration 9F: 3 clusters Score -7172995 nChanged 8829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125547 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -7181199.500000 Penalty: 3846.672363
	Iteration 10F: 3 clusters Score -7181200 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131720 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -7186859.500000 Penalty: 3846.672363
	Iteration 11Q: 3 clusters Score -7186860 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135017 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -7189712.000000 Penalty: 3846.672363
	Iteration 12Q: 3 clusters Score -7189712 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136540 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -7190999.500000 Penalty: 3846.672363
	Iteration 13Q: 3 clusters Score -7191000 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137198 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -7191586.500000 Penalty: 3846.672363
	Iteration 14Q: 3 clusters Score -7191586 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137456 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -7191864.500000 Penalty: 3846.672363
	Iteration 15Q: 3 clusters Score -7191864 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137541 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -7192019.000000 Penalty: 3846.672363
	Iteration 16Q: 3 clusters Score -7192019 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137569 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -7192061.500000 Penalty: 3846.672363
	Iteration 17Q: 3 clusters Score -7192062 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137568 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -7192089.500000 Penalty: 3846.672363
	Iteration 18Q: 3 clusters Score -7192090 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137580 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7192117.000000 Penalty: 3846.672363
	Iteration 19Q: 3 clusters Score -7192117 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137586 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -7192151.000000 Penalty: 3846.672363
	Iteration 20F: 3 clusters Score -7192151 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137579 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7192168.500000 Penalty: 3846.672363
	Iteration 21Q: 3 clusters Score -7192168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137577 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -7192169.000000 Penalty: 3846.672363
	Iteration 22Q: 3 clusters Score -7192169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137579 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7192173.500000 Penalty: 3846.672363
	Iteration 23Q: 3 clusters Score -7192174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137579 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7192168.000000 Penalty: 3846.672363
	Iteration 24Q: 3 clusters Score -7192168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137578 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -7192169.000000 Penalty: 3846.672363
	Iteration 25Q: 3 clusters Score -7192169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137579 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7192167.500000 Penalty: 3846.672363
	Iteration 26Q: 3 clusters Score -7192168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137581 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -7192169.500000 Penalty: 3846.672363
	Iteration 27Q: 3 clusters Score -7192170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137580 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7192177.000000 Penalty: 3846.672363
	Iteration 28Q: 3 clusters Score -7192177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137582 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -7192182.000000 Penalty: 3846.672363
	Iteration 29Q: 3 clusters Score -7192182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137584 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -7192186.500000 Penalty: 3846.672363
	Iteration 30Q: 3 clusters Score -7192186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137583 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -7192187.000000 Penalty: 3846.672363
	Iteration 31Q: 3 clusters Score -7192187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137580 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7192191.000000 Penalty: 3846.672363
	Iteration 32Q: 3 clusters Score -7192191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137579 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7192185.500000 Penalty: 3846.672363
	Iteration 33Q: 3 clusters Score -7192186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137579 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7192185.500000 Penalty: 3846.672363
	Iteration 34F: 3 clusters Score -7192186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 6859 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 22893 members 
Mstep: Class 5 contains 6270 members 
Mstep: Class 6 contains 6822 members 
Mstep: Class 7 contains 851 members 
Mstep: Class 9 contains 13604 members 
Mstep: Class 11 contains 18774 members 
Mstep: Class 12 contains 49180 members 
Mstep: Class 13 contains 55644 members 
Mstep: Class 14 contains 86495 members 
Mstep: Class 15 contains 14408 members 
Mstep: Class 16 contains 2771 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 138125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23132138.000000 Penalty: 36036.289062
Iteration 39Q: 18 clusters Score -2.313214e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 6881 members 
Mstep: Class 3 contains 8982 members 
Mstep: Class 4 contains 22630 members 
Mstep: Class 5 contains 6218 members 
Mstep: Class 6 contains 6532 members 
Mstep: Class 7 contains 836 members 
Mstep: Class 8 contains 2566 members 
Mstep: Class 9 contains 13624 members 
Mstep: Class 11 contains 18991 members 
Mstep: Class 12 contains 48707 members 
Mstep: Class 13 contains 54678 members 
Mstep: Class 14 contains 87493 members 
Mstep: Class 15 contains 14600 members 
Mstep: Class 16 contains 2702 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 138834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23133012.000000 Penalty: 36036.289062
Iteration 40F: 18 clusters Score -2.313301e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 6870 members 
Mstep: Class 3 contains 9016 members 
Mstep: Class 4 contains 22322 members 
Mstep: Class 5 contains 6159 members 
Mstep: Class 6 contains 6204 members 
Mstep: Class 7 contains 821 members 
Mstep: Class 8 contains 2645 members 
Mstep: Class 9 contains 13643 members 
Mstep: Class 11 contains 19231 members 
Mstep: Class 12 contains 48172 members 
Mstep: Class 13 contains 53901 members 
Mstep: Class 14 contains 88458 members 
Mstep: Class 15 contains 14882 members 
Mstep: Class 16 contains 2639 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 139509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23133670.000000 Penalty: 36036.289062
Iteration 41Q: 18 clusters Score -2.313367e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 6845 members 
Mstep: Class 3 contains 9044 members 
Mstep: Class 4 contains 21989 members 
Mstep: Class 5 contains 6087 members 
Mstep: Class 6 contains 5929 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 2719 members 
Mstep: Class 9 contains 13667 members 
Mstep: Class 11 contains 19452 members 
Mstep: Class 12 contains 47632 members 
Mstep: Class 13 contains 53222 members 
Mstep: Class 14 contains 89457 members 
Mstep: Class 15 contains 15045 members 
Mstep: Class 16 contains 2580 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 140189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23134354.000000 Penalty: 36036.289062
Iteration 42Q: 18 clusters Score -2.313435e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 6814 members 
Mstep: Class 3 contains 9077 members 
Mstep: Class 4 contains 21643 members 
Mstep: Class 5 contains 6028 members 
Mstep: Class 6 contains 5725 members 
Mstep: Class 7 contains 817 members 
Mstep: Class 8 contains 2781 members 
Mstep: Class 9 contains 13719 members 
Mstep: Class 11 contains 19626 members 
Mstep: Class 12 contains 47096 members 
Mstep: Class 13 contains 52655 members 
Mstep: Class 14 contains 90428 members 
Mstep: Class 15 contains 15115 members 
Mstep: Class 16 contains 2538 members 
Mstep: Class 19 contains 1677 members 
Mstep: Class 20 contains 140823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23134936.000000 Penalty: 36036.289062
Iteration 43Q: 18 clusters Score -2.313494e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 6777 members 
Mstep: Class 3 contains 9119 members 
Mstep: Class 4 contains 21295 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 5566 members 
Mstep: Class 7 contains 811 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 13749 members 
Mstep: Class 11 contains 19761 members 
Mstep: Class 12 contains 46560 members 
Mstep: Class 13 contains 52162 members 
Mstep: Class 14 contains 91365 members 
Mstep: Class 15 contains 15151 members 
Mstep: Class 16 contains 2509 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 141441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23135382.000000 Penalty: 36036.289062
Iteration 44Q: 18 clusters Score -2.313538e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 6746 members 
Mstep: Class 3 contains 9151 members 
Mstep: Class 4 contains 20954 members 
Mstep: Class 5 contains 5922 members 
Mstep: Class 6 contains 5457 members 
Mstep: Class 7 contains 805 members 
Mstep: Class 8 contains 2900 members 
Mstep: Class 9 contains 13772 members 
Mstep: Class 11 contains 19845 members 
Mstep: Class 12 contains 46092 members 
Mstep: Class 13 contains 51721 members 
Mstep: Class 14 contains 92259 members 
Mstep: Class 15 contains 15155 members 
Mstep: Class 16 contains 2461 members 
Mstep: Class 19 contains 1744 members 
Mstep: Class 20 contains 142003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23135746.000000 Penalty: 36036.289062
Iteration 45Q: 18 clusters Score -2.313575e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 6715 members 
Mstep: Class 3 contains 9171 members 
Mstep: Class 4 contains 20618 members 
Mstep: Class 5 contains 5850 members 
Mstep: Class 6 contains 5370 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 13773 members 
Mstep: Class 11 contains 19917 members 
Mstep: Class 12 contains 45629 members 
Mstep: Class 13 contains 51341 members 
Mstep: Class 14 contains 93112 members 
Mstep: Class 15 contains 15149 members 
Mstep: Class 16 contains 2426 members 
Mstep: Class 19 contains 1785 members 
Mstep: Class 20 contains 142547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23136094.000000 Penalty: 36036.289062
Iteration 46Q: 18 clusters Score -2.313609e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 6667 members 
Mstep: Class 3 contains 9188 members 
Mstep: Class 4 contains 20272 members 
Mstep: Class 5 contains 5807 members 
Mstep: Class 6 contains 5313 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 3042 members 
Mstep: Class 9 contains 13749 members 
Mstep: Class 11 contains 19961 members 
Mstep: Class 12 contains 45201 members 
Mstep: Class 13 contains 51005 members 
Mstep: Class 14 contains 93973 members 
Mstep: Class 15 contains 15118 members 
Mstep: Class 16 contains 2393 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 143066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23136378.000000 Penalty: 36036.289062
Iteration 47Q: 18 clusters Score -2.313638e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 6612 members 
Mstep: Class 3 contains 9218 members 
Mstep: Class 4 contains 19930 members 
Mstep: Class 5 contains 5767 members 
Mstep: Class 6 contains 5254 members 
Mstep: Class 7 contains 810 members 
Mstep: Class 8 contains 3114 members 
Mstep: Class 9 contains 13720 members 
Mstep: Class 11 contains 19993 members 
Mstep: Class 12 contains 44806 members 
Mstep: Class 13 contains 50686 members 
Mstep: Class 14 contains 94814 members 
Mstep: Class 15 contains 15059 members 
Mstep: Class 16 contains 2356 members 
Mstep: Class 19 contains 1840 members 
Mstep: Class 20 contains 143584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23136698.000000 Penalty: 36036.289062
Iteration 48Q: 18 clusters Score -2.31367e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 6552 members 
Mstep: Class 3 contains 9239 members 
Mstep: Class 4 contains 19621 members 
Mstep: Class 5 contains 5733 members 
Mstep: Class 6 contains 5221 members 
Mstep: Class 7 contains 809 members 
Mstep: Class 8 contains 3180 members 
Mstep: Class 9 contains 13701 members 
Mstep: Class 11 contains 20016 members 
Mstep: Class 12 contains 44446 members 
Mstep: Class 13 contains 50400 members 
Mstep: Class 14 contains 95590 members 
Mstep: Class 15 contains 14983 members 
Mstep: Class 16 contains 2330 members 
Mstep: Class 19 contains 1854 members 
Mstep: Class 20 contains 144054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23136816.000000 Penalty: 36036.289062
Iteration 49Q: 18 clusters Score -2.313682e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 6505 members 
Mstep: Class 3 contains 9254 members 
Mstep: Class 4 contains 19262 members 
Mstep: Class 5 contains 5697 members 
Mstep: Class 6 contains 5197 members 
Mstep: Class 7 contains 810 members 
Mstep: Class 8 contains 3239 members 
Mstep: Class 9 contains 13695 members 
Mstep: Class 11 contains 20024 members 
Mstep: Class 12 contains 44088 members 
Mstep: Class 13 contains 50139 members 
Mstep: Class 14 contains 96393 members 
Mstep: Class 15 contains 14880 members 
Mstep: Class 16 contains 2305 members 
Mstep: Class 19 contains 1868 members 
Mstep: Class 20 contains 144537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23137016.000000 Penalty: 36036.289062
Iteration 50Q: 18 clusters Score -2.313702e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 6447 members 
Mstep: Class 3 contains 9284 members 
Mstep: Class 4 contains 18921 members 
Mstep: Class 5 contains 5661 members 
Mstep: Class 6 contains 5172 members 
Mstep: Class 7 contains 811 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 13672 members 
Mstep: Class 11 contains 20008 members 
Mstep: Class 12 contains 43745 members 
Mstep: Class 13 contains 49904 members 
Mstep: Class 14 contains 97145 members 
Mstep: Class 15 contains 14782 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 19 contains 1887 members 
Mstep: Class 20 contains 145007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23137094.000000 Penalty: 36036.289062
Iteration 51Q: 18 clusters Score -2.313709e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 6370 members 
Mstep: Class 3 contains 9309 members 
Mstep: Class 4 contains 18586 members 
Mstep: Class 5 contains 5620 members 
Mstep: Class 6 contains 5155 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 3344 members 
Mstep: Class 9 contains 13642 members 
Mstep: Class 11 contains 19979 members 
Mstep: Class 12 contains 43403 members 
Mstep: Class 13 contains 49724 members 
Mstep: Class 14 contains 97866 members 
Mstep: Class 15 contains 14693 members 
Mstep: Class 16 contains 2270 members 
Mstep: Class 19 contains 1908 members 
Mstep: Class 20 contains 145474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23137326.000000 Penalty: 36036.289062
Iteration 52Q: 18 clusters Score -2.313733e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 6299 members 
Mstep: Class 3 contains 9326 members 
Mstep: Class 4 contains 18258 members 
Mstep: Class 5 contains 5565 members 
Mstep: Class 6 contains 5127 members 
Mstep: Class 7 contains 816 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 13616 members 
Mstep: Class 11 contains 19953 members 
Mstep: Class 12 contains 43068 members 
Mstep: Class 13 contains 49560 members 
Mstep: Class 14 contains 98572 members 
Mstep: Class 15 contains 14607 members 
Mstep: Class 16 contains 2256 members 
Mstep: Class 19 contains 1924 members 
Mstep: Class 20 contains 145946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23137464.000000 Penalty: 36036.289062
Iteration 53Q: 18 clusters Score -2.313746e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 6227 members 
Mstep: Class 3 contains 9339 members 
Mstep: Class 4 contains 17922 members 
Mstep: Class 5 contains 5513 members 
Mstep: Class 6 contains 5113 members 
Mstep: Class 7 contains 821 members 
Mstep: Class 8 contains 3424 members 
Mstep: Class 9 contains 13589 members 
Mstep: Class 11 contains 19906 members 
Mstep: Class 12 contains 42751 members 
Mstep: Class 13 contains 49375 members 
Mstep: Class 14 contains 99301 members 
Mstep: Class 15 contains 14509 members 
Mstep: Class 16 contains 2235 members 
Mstep: Class 19 contains 1930 members 
Mstep: Class 20 contains 146438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23137600.000000 Penalty: 36036.289062
Iteration 54Q: 18 clusters Score -2.31376e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 6150 members 
Mstep: Class 3 contains 9353 members 
Mstep: Class 4 contains 17618 members 
Mstep: Class 5 contains 5471 members 
Mstep: Class 6 contains 5098 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 13561 members 
Mstep: Class 11 contains 19854 members 
Mstep: Class 12 contains 42488 members 
Mstep: Class 13 contains 49216 members 
Mstep: Class 14 contains 99951 members 
Mstep: Class 15 contains 14417 members 
Mstep: Class 16 contains 2218 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 146878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23137754.000000 Penalty: 36036.289062
Iteration 55Q: 18 clusters Score -2.313775e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 6094 members 
Mstep: Class 3 contains 9366 members 
Mstep: Class 4 contains 17323 members 
Mstep: Class 5 contains 5429 members 
Mstep: Class 6 contains 5078 members 
Mstep: Class 7 contains 835 members 
Mstep: Class 8 contains 3492 members 
Mstep: Class 9 contains 13551 members 
Mstep: Class 11 contains 19800 members 
Mstep: Class 12 contains 42211 members 
Mstep: Class 13 contains 49057 members 
Mstep: Class 14 contains 100556 members 
Mstep: Class 15 contains 14345 members 
Mstep: Class 16 contains 2203 members 
Mstep: Class 19 contains 1954 members 
Mstep: Class 20 contains 147300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23137896.000000 Penalty: 36036.289062
Iteration 56Q: 18 clusters Score -2.31379e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 6043 members 
Mstep: Class 3 contains 9382 members 
Mstep: Class 4 contains 17018 members 
Mstep: Class 5 contains 5389 members 
Mstep: Class 6 contains 5063 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 3527 members 
Mstep: Class 9 contains 13525 members 
Mstep: Class 11 contains 19750 members 
Mstep: Class 12 contains 41917 members 
Mstep: Class 13 contains 48914 members 
Mstep: Class 14 contains 101152 members 
Mstep: Class 15 contains 14270 members 
Mstep: Class 16 contains 2188 members 
Mstep: Class 19 contains 1970 members 
Mstep: Class 20 contains 147725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23137994.000000 Penalty: 36036.289062
Iteration 57Q: 18 clusters Score -2.313799e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 5981 members 
Mstep: Class 3 contains 9388 members 
Mstep: Class 4 contains 16727 members 
Mstep: Class 5 contains 5364 members 
Mstep: Class 6 contains 5055 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 3553 members 
Mstep: Class 9 contains 13490 members 
Mstep: Class 11 contains 19694 members 
Mstep: Class 12 contains 41619 members 
Mstep: Class 13 contains 48785 members 
Mstep: Class 14 contains 101787 members 
Mstep: Class 15 contains 14172 members 
Mstep: Class 16 contains 2178 members 
Mstep: Class 19 contains 1987 members 
Mstep: Class 20 contains 148163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23138054.000000 Penalty: 36036.289062
Iteration 58Q: 18 clusters Score -2.313805e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 5933 members 
Mstep: Class 3 contains 9393 members 
Mstep: Class 4 contains 16433 members 
Mstep: Class 5 contains 5331 members 
Mstep: Class 6 contains 5051 members 
Mstep: Class 7 contains 863 members 
Mstep: Class 8 contains 3582 members 
Mstep: Class 9 contains 13440 members 
Mstep: Class 11 contains 19639 members 
Mstep: Class 12 contains 41330 members 
Mstep: Class 13 contains 48659 members 
Mstep: Class 14 contains 102442 members 
Mstep: Class 15 contains 14076 members 
Mstep: Class 16 contains 2170 members 
Mstep: Class 19 contains 1996 members 
Mstep: Class 20 contains 148594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23138186.000000 Penalty: 36036.289062
Iteration 59Q: 18 clusters Score -2.313819e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 5880 members 
Mstep: Class 3 contains 9412 members 
Mstep: Class 4 contains 16158 members 
Mstep: Class 5 contains 5301 members 
Mstep: Class 6 contains 5047 members 
Mstep: Class 7 contains 869 members 
Mstep: Class 8 contains 3596 members 
Mstep: Class 9 contains 13396 members 
Mstep: Class 11 contains 19582 members 
Mstep: Class 12 contains 41053 members 
Mstep: Class 13 contains 48546 members 
Mstep: Class 14 contains 103081 members 
Mstep: Class 15 contains 13976 members 
Mstep: Class 16 contains 2173 members 
Mstep: Class 19 contains 2006 members 
Mstep: Class 20 contains 148999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23138344.000000 Penalty: 36036.289062
Iteration 60F: 18 clusters Score -2.313834e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 5822 members 
Mstep: Class 3 contains 9429 members 
Mstep: Class 4 contains 15889 members 
Mstep: Class 5 contains 5271 members 
Mstep: Class 6 contains 5035 members 
Mstep: Class 7 contains 909 members 
Mstep: Class 8 contains 3612 members 
Mstep: Class 9 contains 13357 members 
Mstep: Class 11 contains 19515 members 
Mstep: Class 12 contains 40773 members 
Mstep: Class 13 contains 48403 members 
Mstep: Class 14 contains 103711 members 
Mstep: Class 15 contains 13898 members 
Mstep: Class 16 contains 2165 members 
Mstep: Class 19 contains 2018 members 
Mstep: Class 20 contains 149398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23138642.000000 Penalty: 36036.289062
Iteration 61Q: 18 clusters Score -2.313864e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 5764 members 
Mstep: Class 3 contains 9443 members 
Mstep: Class 4 contains 15623 members 
Mstep: Class 5 contains 5252 members 
Mstep: Class 6 contains 5022 members 
Mstep: Class 7 contains 955 members 
Mstep: Class 8 contains 3631 members 
Mstep: Class 9 contains 13325 members 
Mstep: Class 11 contains 19446 members 
Mstep: Class 12 contains 40505 members 
Mstep: Class 13 contains 48233 members 
Mstep: Class 14 contains 104341 members 
Mstep: Class 15 contains 13821 members 
Mstep: Class 16 contains 2148 members 
Mstep: Class 19 contains 2026 members 
Mstep: Class 20 contains 149799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23138860.000000 Penalty: 36036.289062
Iteration 62Q: 18 clusters Score -2.313886e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 5692 members 
Mstep: Class 3 contains 9459 members 
Mstep: Class 4 contains 15381 members 
Mstep: Class 5 contains 5238 members 
Mstep: Class 6 contains 4990 members 
Mstep: Class 7 contains 1026 members 
Mstep: Class 8 contains 3650 members 
Mstep: Class 9 contains 13305 members 
Mstep: Class 11 contains 19359 members 
Mstep: Class 12 contains 40233 members 
Mstep: Class 13 contains 48058 members 
Mstep: Class 14 contains 104983 members 
Mstep: Class 15 contains 13757 members 
Mstep: Class 16 contains 2135 members 
Mstep: Class 19 contains 2036 members 
Mstep: Class 20 contains 150174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23139118.000000 Penalty: 36036.289062
Iteration 63Q: 18 clusters Score -2.313912e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 5633 members 
Mstep: Class 3 contains 9465 members 
Mstep: Class 4 contains 15166 members 
Mstep: Class 5 contains 5227 members 
Mstep: Class 6 contains 4966 members 
Mstep: Class 7 contains 1084 members 
Mstep: Class 8 contains 3673 members 
Mstep: Class 9 contains 13280 members 
Mstep: Class 11 contains 19272 members 
Mstep: Class 12 contains 39985 members 
Mstep: Class 13 contains 47887 members 
Mstep: Class 14 contains 105586 members 
Mstep: Class 15 contains 13704 members 
Mstep: Class 16 contains 2123 members 
Mstep: Class 19 contains 2042 members 
Mstep: Class 20 contains 150510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23139300.000000 Penalty: 36036.289062
Iteration 64Q: 18 clusters Score -2.31393e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 5554 members 
Mstep: Class 3 contains 9472 members 
Mstep: Class 4 contains 14972 members 
Mstep: Class 5 contains 5208 members 
Mstep: Class 6 contains 4957 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 3695 members 
Mstep: Class 9 contains 13268 members 
Mstep: Class 11 contains 19207 members 
Mstep: Class 12 contains 39757 members 
Mstep: Class 13 contains 47720 members 
Mstep: Class 14 contains 106166 members 
Mstep: Class 15 contains 13643 members 
Mstep: Class 16 contains 2113 members 
Mstep: Class 19 contains 2050 members 
Mstep: Class 20 contains 150831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23139442.000000 Penalty: 36036.289062
Iteration 65Q: 18 clusters Score -2.313944e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 5469 members 
Mstep: Class 3 contains 9488 members 
Mstep: Class 4 contains 14799 members 
Mstep: Class 5 contains 5193 members 
Mstep: Class 6 contains 4948 members 
Mstep: Class 7 contains 1156 members 
Mstep: Class 8 contains 3729 members 
Mstep: Class 9 contains 13257 members 
Mstep: Class 11 contains 19144 members 
Mstep: Class 12 contains 39540 members 
Mstep: Class 13 contains 47559 members 
Mstep: Class 14 contains 106711 members 
Mstep: Class 15 contains 13578 members 
Mstep: Class 16 contains 2108 members 
Mstep: Class 19 contains 2058 members 
Mstep: Class 20 contains 151133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23139528.000000 Penalty: 36036.289062
Iteration 66Q: 18 clusters Score -2.313953e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 5386 members 
Mstep: Class 3 contains 9496 members 
Mstep: Class 4 contains 14647 members 
Mstep: Class 5 contains 5182 members 
Mstep: Class 6 contains 4928 members 
Mstep: Class 7 contains 1175 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 13258 members 
Mstep: Class 11 contains 19086 members 
Mstep: Class 12 contains 39300 members 
Mstep: Class 13 contains 47395 members 
Mstep: Class 14 contains 107236 members 
Mstep: Class 15 contains 13518 members 
Mstep: Class 16 contains 2103 members 
Mstep: Class 19 contains 2069 members 
Mstep: Class 20 contains 151451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23139702.000000 Penalty: 36036.289062
Iteration 67Q: 18 clusters Score -2.31397e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 5324 members 
Mstep: Class 3 contains 9513 members 
Mstep: Class 4 contains 14490 members 
Mstep: Class 5 contains 5156 members 
Mstep: Class 6 contains 4900 members 
Mstep: Class 7 contains 1183 members 
Mstep: Class 8 contains 3784 members 
Mstep: Class 9 contains 13254 members 
Mstep: Class 11 contains 19043 members 
Mstep: Class 12 contains 39036 members 
Mstep: Class 13 contains 47256 members 
Mstep: Class 14 contains 107743 members 
Mstep: Class 15 contains 13463 members 
Mstep: Class 16 contains 2097 members 
Mstep: Class 19 contains 2077 members 
Mstep: Class 20 contains 151790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23139876.000000 Penalty: 36036.289062
Iteration 68Q: 18 clusters Score -2.313988e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 5230 members 
Mstep: Class 3 contains 9525 members 
Mstep: Class 4 contains 14340 members 
Mstep: Class 5 contains 5135 members 
Mstep: Class 6 contains 4883 members 
Mstep: Class 7 contains 1180 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 13258 members 
Mstep: Class 11 contains 18992 members 
Mstep: Class 12 contains 38793 members 
Mstep: Class 13 contains 47135 members 
Mstep: Class 14 contains 108272 members 
Mstep: Class 15 contains 13405 members 
Mstep: Class 16 contains 2089 members 
Mstep: Class 19 contains 2083 members 
Mstep: Class 20 contains 152091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23139988.000000 Penalty: 36036.289062
Iteration 69Q: 18 clusters Score -2.313999e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 5122 members 
Mstep: Class 3 contains 9538 members 
Mstep: Class 4 contains 14189 members 
Mstep: Class 5 contains 5120 members 
Mstep: Class 6 contains 4867 members 
Mstep: Class 7 contains 1182 members 
Mstep: Class 8 contains 3833 members 
Mstep: Class 9 contains 13282 members 
Mstep: Class 11 contains 18935 members 
Mstep: Class 12 contains 38564 members 
Mstep: Class 13 contains 47021 members 
Mstep: Class 14 contains 108799 members 
Mstep: Class 15 contains 13352 members 
Mstep: Class 16 contains 2091 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 20 contains 152355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140002.000000 Penalty: 36036.289062
Iteration 70Q: 18 clusters Score -2.314e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 5022 members 
Mstep: Class 3 contains 9553 members 
Mstep: Class 4 contains 14048 members 
Mstep: Class 5 contains 5102 members 
Mstep: Class 6 contains 4857 members 
Mstep: Class 7 contains 1189 members 
Mstep: Class 8 contains 3852 members 
Mstep: Class 9 contains 13274 members 
Mstep: Class 11 contains 18885 members 
Mstep: Class 12 contains 38363 members 
Mstep: Class 13 contains 46910 members 
Mstep: Class 14 contains 109305 members 
Mstep: Class 15 contains 13293 members 
Mstep: Class 16 contains 2101 members 
Mstep: Class 19 contains 2092 members 
Mstep: Class 20 contains 152613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140068.000000 Penalty: 36036.289062
Iteration 71Q: 18 clusters Score -2.314007e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 4917 members 
Mstep: Class 3 contains 9572 members 
Mstep: Class 4 contains 13892 members 
Mstep: Class 5 contains 5079 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 1192 members 
Mstep: Class 8 contains 3871 members 
Mstep: Class 9 contains 13283 members 
Mstep: Class 11 contains 18826 members 
Mstep: Class 12 contains 38170 members 
Mstep: Class 13 contains 46816 members 
Mstep: Class 14 contains 109801 members 
Mstep: Class 15 contains 13243 members 
Mstep: Class 16 contains 2102 members 
Mstep: Class 19 contains 2097 members 
Mstep: Class 20 contains 152865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140152.000000 Penalty: 36036.289062
Iteration 72Q: 18 clusters Score -2.314015e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 4786 members 
Mstep: Class 3 contains 9595 members 
Mstep: Class 4 contains 13730 members 
Mstep: Class 5 contains 5056 members 
Mstep: Class 6 contains 4836 members 
Mstep: Class 7 contains 1192 members 
Mstep: Class 8 contains 3887 members 
Mstep: Class 9 contains 13296 members 
Mstep: Class 11 contains 18768 members 
Mstep: Class 12 contains 37968 members 
Mstep: Class 13 contains 46727 members 
Mstep: Class 14 contains 110313 members 
Mstep: Class 15 contains 13192 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 19 contains 2102 members 
Mstep: Class 20 contains 153121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140204.000000 Penalty: 36036.289062
Iteration 73Q: 18 clusters Score -2.31402e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 4677 members 
Mstep: Class 3 contains 9616 members 
Mstep: Class 4 contains 13592 members 
Mstep: Class 5 contains 5030 members 
Mstep: Class 6 contains 4828 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 3897 members 
Mstep: Class 9 contains 13323 members 
Mstep: Class 11 contains 18723 members 
Mstep: Class 12 contains 37760 members 
Mstep: Class 13 contains 46650 members 
Mstep: Class 14 contains 110816 members 
Mstep: Class 15 contains 13135 members 
Mstep: Class 16 contains 2108 members 
Mstep: Class 19 contains 2102 members 
Mstep: Class 20 contains 153327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140286.000000 Penalty: 36036.289062
Iteration 74Q: 18 clusters Score -2.314029e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 4561 members 
Mstep: Class 3 contains 9641 members 
Mstep: Class 4 contains 13451 members 
Mstep: Class 5 contains 5004 members 
Mstep: Class 6 contains 4814 members 
Mstep: Class 7 contains 1189 members 
Mstep: Class 8 contains 3906 members 
Mstep: Class 9 contains 13355 members 
Mstep: Class 11 contains 18673 members 
Mstep: Class 12 contains 37572 members 
Mstep: Class 13 contains 46581 members 
Mstep: Class 14 contains 111305 members 
Mstep: Class 15 contains 13081 members 
Mstep: Class 16 contains 2110 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 153533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140296.000000 Penalty: 36036.289062
Iteration 75Q: 18 clusters Score -2.31403e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 4431 members 
Mstep: Class 3 contains 9667 members 
Mstep: Class 4 contains 13306 members 
Mstep: Class 5 contains 4984 members 
Mstep: Class 6 contains 4806 members 
Mstep: Class 7 contains 1193 members 
Mstep: Class 8 contains 3916 members 
Mstep: Class 9 contains 13406 members 
Mstep: Class 11 contains 18623 members 
Mstep: Class 12 contains 37401 members 
Mstep: Class 13 contains 46527 members 
Mstep: Class 14 contains 111815 members 
Mstep: Class 15 contains 13040 members 
Mstep: Class 16 contains 2106 members 
Mstep: Class 19 contains 2107 members 
Mstep: Class 20 contains 153693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140332.000000 Penalty: 36036.289062
Iteration 76Q: 18 clusters Score -2.314033e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 4283 members 
Mstep: Class 3 contains 9683 members 
Mstep: Class 4 contains 13172 members 
Mstep: Class 5 contains 4958 members 
Mstep: Class 6 contains 4800 members 
Mstep: Class 7 contains 1196 members 
Mstep: Class 8 contains 3925 members 
Mstep: Class 9 contains 13434 members 
Mstep: Class 11 contains 18582 members 
Mstep: Class 12 contains 37214 members 
Mstep: Class 13 contains 46476 members 
Mstep: Class 14 contains 112333 members 
Mstep: Class 15 contains 13005 members 
Mstep: Class 16 contains 2104 members 
Mstep: Class 19 contains 2116 members 
Mstep: Class 20 contains 153854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140466.000000 Penalty: 36036.289062
Iteration 77Q: 18 clusters Score -2.314047e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 4136 members 
Mstep: Class 3 contains 9700 members 
Mstep: Class 4 contains 13045 members 
Mstep: Class 5 contains 4938 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 1198 members 
Mstep: Class 8 contains 3933 members 
Mstep: Class 9 contains 13456 members 
Mstep: Class 11 contains 18529 members 
Mstep: Class 12 contains 37014 members 
Mstep: Class 13 contains 46426 members 
Mstep: Class 14 contains 112900 members 
Mstep: Class 15 contains 12981 members 
Mstep: Class 16 contains 2104 members 
Mstep: Class 19 contains 2122 members 
Mstep: Class 20 contains 153985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140538.000000 Penalty: 36036.289062
Iteration 78Q: 18 clusters Score -2.314054e+07 nChanged 1096
Entering ConstructFrom: 
Score: -23140538.000000 Penalty: 36036.289062
Entering ConstructFrom: 
Trying to split cluster 1 (21293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Entering Unmasked Estep 
Score: -1136009.125000 Penalty: 1619.496826
	Iteration 0F: 2 clusters Score -1136009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1121342.750000 Penalty: 3238.993652
	Iteration 0F: 3 clusters Score -1121343 nChanged 9747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1126561.875000 Penalty: 3238.993652
	Iteration 1F: 3 clusters Score -1126562 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1126849.625000 Penalty: 3238.993652
	Iteration 2Q: 3 clusters Score -1126850 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1127135.750000 Penalty: 3238.993652
	Iteration 3Q: 3 clusters Score -1127136 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1127418.875000 Penalty: 3238.993652
	Iteration 4Q: 3 clusters Score -1127419 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1127657.000000 Penalty: 3238.993652
	Iteration 5Q: 3 clusters Score -1127657 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1127893.625000 Penalty: 3238.993652
	Iteration 6Q: 3 clusters Score -1127894 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1128139.875000 Penalty: 3238.993652
	Iteration 7Q: 3 clusters Score -1128140 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1128402.250000 Penalty: 3238.993652
	Iteration 8Q: 3 clusters Score -1128402 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1128716.625000 Penalty: 3238.993652
	Iteration 9Q: 3 clusters Score -1128717 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1129055.875000 Penalty: 3238.993652
	Iteration 10Q: 3 clusters Score -1129056 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1129471.375000 Penalty: 3238.993652
	Iteration 11Q: 3 clusters Score -1129471 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1129956.125000 Penalty: 3238.993652
	Iteration 12Q: 3 clusters Score -1129956 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1130529.125000 Penalty: 3238.993652
	Iteration 13Q: 3 clusters Score -1130529 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1131039.000000 Penalty: 3238.993652
	Iteration 14Q: 3 clusters Score -1131039 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1131367.000000 Penalty: 3238.993652
	Iteration 15Q: 3 clusters Score -1131367 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1131542.125000 Penalty: 3238.993652
	Iteration 16Q: 3 clusters Score -1131542 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1131631.875000 Penalty: 3238.993652
	Iteration 17Q: 3 clusters Score -1131632 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1131681.250000 Penalty: 3238.993652
	Iteration 18Q: 3 clusters Score -1131681 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1131716.875000 Penalty: 3238.993652
	Iteration 19Q: 3 clusters Score -1131717 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1131740.500000 Penalty: 3238.993652
	Iteration 20F: 3 clusters Score -1131740 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1131764.125000 Penalty: 3238.993652
	Iteration 21Q: 3 clusters Score -1131764 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1131795.250000 Penalty: 3238.993652
	Iteration 22Q: 3 clusters Score -1131795 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1131814.125000 Penalty: 3238.993652
	Iteration 23Q: 3 clusters Score -1131814 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1131840.500000 Penalty: 3238.993652
	Iteration 24Q: 3 clusters Score -1131840 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1131868.750000 Penalty: 3238.993652
	Iteration 25Q: 3 clusters Score -1131869 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1131895.375000 Penalty: 3238.993652
	Iteration 26Q: 3 clusters Score -1131895 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1131915.875000 Penalty: 3238.993652
	Iteration 27Q: 3 clusters Score -1131916 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1131933.875000 Penalty: 3238.993652
	Iteration 28Q: 3 clusters Score -1131934 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1131948.750000 Penalty: 3238.993652
	Iteration 29Q: 3 clusters Score -1131949 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1131964.625000 Penalty: 3238.993652
	Iteration 30Q: 3 clusters Score -1131965 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1131977.625000 Penalty: 3238.993652
	Iteration 31Q: 3 clusters Score -1131978 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1131994.375000 Penalty: 3238.993652
	Iteration 32Q: 3 clusters Score -1131994 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1132012.375000 Penalty: 3238.993652
	Iteration 33Q: 3 clusters Score -1132012 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1132026.125000 Penalty: 3238.993652
	Iteration 34Q: 3 clusters Score -1132026 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1132038.625000 Penalty: 3238.993652
	Iteration 35Q: 3 clusters Score -1132039 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1132053.500000 Penalty: 3238.993652
	Iteration 36Q: 3 clusters Score -1132054 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1132066.500000 Penalty: 3238.993652
	Iteration 37Q: 3 clusters Score -1132066 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1132082.125000 Penalty: 3238.993652
	Iteration 38Q: 3 clusters Score -1132082 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1132105.375000 Penalty: 3238.993652
	Iteration 39Q: 3 clusters Score -1132105 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1132121.750000 Penalty: 3238.993652
	Iteration 40F: 3 clusters Score -1132122 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1132143.125000 Penalty: 3238.993652
	Iteration 41Q: 3 clusters Score -1132143 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1132171.125000 Penalty: 3238.993652
	Iteration 42Q: 3 clusters Score -1132171 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1132191.375000 Penalty: 3238.993652
	Iteration 43Q: 3 clusters Score -1132191 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1132222.875000 Penalty: 3238.993652
	Iteration 44Q: 3 clusters Score -1132223 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1132255.625000 Penalty: 3238.993652
	Iteration 45Q: 3 clusters Score -1132256 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1132289.625000 Penalty: 3238.993652
	Iteration 46Q: 3 clusters Score -1132290 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1132321.625000 Penalty: 3238.993652
	Iteration 47Q: 3 clusters Score -1132322 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1132362.250000 Penalty: 3238.993652
	Iteration 48Q: 3 clusters Score -1132362 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1132408.375000 Penalty: 3238.993652
	Iteration 49Q: 3 clusters Score -1132408 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1132452.375000 Penalty: 3238.993652
	Iteration 50Q: 3 clusters Score -1132452 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1132479.250000 Penalty: 3238.993652
	Iteration 51Q: 3 clusters Score -1132479 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1132506.500000 Penalty: 3238.993652
	Iteration 52Q: 3 clusters Score -1132506 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1132527.625000 Penalty: 3238.993652
	Iteration 53Q: 3 clusters Score -1132528 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1132562.750000 Penalty: 3238.993652
	Iteration 54Q: 3 clusters Score -1132563 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1132592 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1132629.625000 Penalty: 3238.993652
	Iteration 56Q: 3 clusters Score -1132630 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1132670 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1132716.875000 Penalty: 3238.993652
	Iteration 58Q: 3 clusters Score -1132717 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1132765 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1132807.875000 Penalty: 3238.993652
	Iteration 60F: 3 clusters Score -1132808 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1132837.500000 Penalty: 3238.993652
	Iteration 61Q: 3 clusters Score -1132838 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1132872 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1132910.000000 Penalty: 3238.993652
	Iteration 63Q: 3 clusters Score -1132910 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1132956.250000 Penalty: 3238.993652
	Iteration 64Q: 3 clusters Score -1132956 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1133015.125000 Penalty: 3238.993652
	Iteration 65Q: 3 clusters Score -1133015 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1133077.000000 Penalty: 3238.993652
	Iteration 66Q: 3 clusters Score -1133077 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1133137.375000 Penalty: 3238.993652
	Iteration 67Q: 3 clusters Score -1133137 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1133213.125000 Penalty: 3238.993652
	Iteration 68Q: 3 clusters Score -1133213 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1133278 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1133342.125000 Penalty: 3238.993652
	Iteration 70Q: 3 clusters Score -1133342 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1133383.750000 Penalty: 3238.993652
	Iteration 71Q: 3 clusters Score -1133384 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1133437.250000 Penalty: 3238.993652
	Iteration 72Q: 3 clusters Score -1133437 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1133496.875000 Penalty: 3238.993652
	Iteration 73Q: 3 clusters Score -1133497 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1133551.875000 Penalty: 3238.993652
	Iteration 74Q: 3 clusters Score -1133552 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1133613.375000 Penalty: 3238.993652
	Iteration 75Q: 3 clusters Score -1133613 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1133664.250000 Penalty: 3238.993652
	Iteration 76Q: 3 clusters Score -1133664 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1133716.250000 Penalty: 3238.993652
	Iteration 77Q: 3 clusters Score -1133716 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1133764 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1133815 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1133857.625000 Penalty: 3238.993652
	Iteration 80F: 3 clusters Score -1133858 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1133896 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1133942.125000 Penalty: 3238.993652
	Iteration 82Q: 3 clusters Score -1133942 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1133987 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1134027.250000 Penalty: 3238.993652
	Iteration 84Q: 3 clusters Score -1134027 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1134057.625000 Penalty: 3238.993652
	Iteration 85Q: 3 clusters Score -1134058 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1134081 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1134104.250000 Penalty: 3238.993652
	Iteration 87Q: 3 clusters Score -1134104 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1134124.000000 Penalty: 3238.993652
	Iteration 88Q: 3 clusters Score -1134124 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1134139.250000 Penalty: 3238.993652
	Iteration 89Q: 3 clusters Score -1134139 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1134157.250000 Penalty: 3238.993652
	Iteration 90Q: 3 clusters Score -1134157 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1134177.875000 Penalty: 3238.993652
	Iteration 91Q: 3 clusters Score -1134178 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1134194.875000 Penalty: 3238.993652
	Iteration 92Q: 3 clusters Score -1134195 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1134214.375000 Penalty: 3238.993652
	Iteration 93Q: 3 clusters Score -1134214 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1134236.375000 Penalty: 3238.993652
	Iteration 94Q: 3 clusters Score -1134236 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1134265.750000 Penalty: 3238.993652
	Iteration 95Q: 3 clusters Score -1134266 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1134281.625000 Penalty: 3238.993652
	Iteration 96Q: 3 clusters Score -1134282 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1134312.250000 Penalty: 3238.993652
	Iteration 97Q: 3 clusters Score -1134312 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1134330.625000 Penalty: 3238.993652
	Iteration 98Q: 3 clusters Score -1134331 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1134351.750000 Penalty: 3238.993652
	Iteration 99Q: 3 clusters Score -1134352 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1134376.750000 Penalty: 3238.993652
	Iteration 100F: 3 clusters Score -1134377 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1134400.750000 Penalty: 3238.993652
	Iteration 101Q: 3 clusters Score -1134401 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1134430.625000 Penalty: 3238.993652
	Iteration 102Q: 3 clusters Score -1134431 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1134449.750000 Penalty: 3238.993652
	Iteration 103Q: 3 clusters Score -1134450 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1134467 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1134484.875000 Penalty: 3238.993652
	Iteration 105Q: 3 clusters Score -1134485 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1134508.750000 Penalty: 3238.993652
	Iteration 106Q: 3 clusters Score -1134509 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1134528.500000 Penalty: 3238.993652
	Iteration 107Q: 3 clusters Score -1134528 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1134543.625000 Penalty: 3238.993652
	Iteration 108Q: 3 clusters Score -1134544 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1134558.250000 Penalty: 3238.993652
	Iteration 109Q: 3 clusters Score -1134558 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1134568.500000 Penalty: 3238.993652
	Iteration 110Q: 3 clusters Score -1134568 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1134576.250000 Penalty: 3238.993652
	Iteration 111Q: 3 clusters Score -1134576 nChanged 19
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Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1134584.375000 Penalty: 3238.993652
	Iteration 112Q: 3 clusters Score -1134584 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1134591.375000 Penalty: 3238.993652
	Iteration 113Q: 3 clusters Score -1134591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1134596.500000 Penalty: 3238.993652
	Iteration 114Q: 3 clusters Score -1134596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1134600.500000 Penalty: 3238.993652
	Iteration 115Q: 3 clusters Score -1134600 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1134603.000000 Penalty: 3238.993652
	Iteration 116Q: 3 clusters Score -1134603 nChanged 2
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Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1134602.875000 Penalty: 3238.993652
	Iteration 117Q: 3 clusters Score -1134603 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1134606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1134608.375000 Penalty: 3238.993652
	Iteration 119Q: 3 clusters Score -1134608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1134608.250000 Penalty: 3238.993652
	Iteration 120F: 3 clusters Score -1134608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1134607.000000 Penalty: 3238.993652
	Iteration 121Q: 3 clusters Score -1134607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1134608.625000 Penalty: 3238.993652
	Iteration 122Q: 3 clusters Score -1134609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1134608.750000 Penalty: 3238.993652
	Iteration 123Q: 3 clusters Score -1134609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1134607.875000 Penalty: 3238.993652
	Iteration 124Q: 3 clusters Score -1134608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1134607.875000 Penalty: 3238.993652
	Iteration 125F: 3 clusters Score -1134608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Entering Unmasked Estep 
Score: -213503.953125 Penalty: 1347.172607
	Iteration 0F: 2 clusters Score -213504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -210158.312500 Penalty: 2694.345215
	Iteration 0F: 3 clusters Score -210158.3 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -210963.671875 Penalty: 2694.345215
	Iteration 1F: 3 clusters Score -210963.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -211111.843750 Penalty: 2694.345215
	Iteration 2F: 3 clusters Score -211111.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -211203.781250 Penalty: 2694.345215
	Iteration 3Q: 3 clusters Score -211203.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -211266.500000 Penalty: 2694.345215
	Iteration 4Q: 3 clusters Score -211266.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -211317.671875 Penalty: 2694.345215
	Iteration 5Q: 3 clusters Score -211317.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -211357.125000 Penalty: 2694.345215
	Iteration 6Q: 3 clusters Score -211357.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -211385.218750 Penalty: 2694.345215
	Iteration 7Q: 3 clusters Score -211385.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -211418.703125 Penalty: 2694.345215
	Iteration 8Q: 3 clusters Score -211418.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -211456.031250 Penalty: 2694.345215
	Iteration 9Q: 3 clusters Score -211456 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -211495.890625 Penalty: 2694.345215
	Iteration 10Q: 3 clusters Score -211495.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -211530.312500 Penalty: 2694.345215
	Iteration 11Q: 3 clusters Score -211530.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -211566.765625 Penalty: 2694.345215
	Iteration 12Q: 3 clusters Score -211566.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -211612.750000 Penalty: 2694.345215
	Iteration 13Q: 3 clusters Score -211612.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -211656.531250 Penalty: 2694.345215
	Iteration 14Q: 3 clusters Score -211656.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -211713.031250 Penalty: 2694.345215
	Iteration 15Q: 3 clusters Score -211713 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -211765.687500 Penalty: 2694.345215
	Iteration 16Q: 3 clusters Score -211765.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -211815.000000 Penalty: 2694.345215
	Iteration 17Q: 3 clusters Score -211815 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -211882.625000 Penalty: 2694.345215
	Iteration 18Q: 3 clusters Score -211882.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -211976.109375 Penalty: 2694.345215
	Iteration 19Q: 3 clusters Score -211976.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -212063.171875 Penalty: 2694.345215
	Iteration 20F: 3 clusters Score -212063.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -212131.453125 Penalty: 2694.345215
	Iteration 21Q: 3 clusters Score -212131.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -212182.875000 Penalty: 2694.345215
	Iteration 22Q: 3 clusters Score -212182.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -212235.921875 Penalty: 2694.345215
	Iteration 23Q: 3 clusters Score -212235.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -212275.078125 Penalty: 2694.345215
	Iteration 24Q: 3 clusters Score -212275.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -212308.593750 Penalty: 2694.345215
	Iteration 25Q: 3 clusters Score -212308.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -212328.250000 Penalty: 2694.345215
	Iteration 26Q: 3 clusters Score -212328.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -212337.093750 Penalty: 2694.345215
	Iteration 27Q: 3 clusters Score -212337.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -212347.031250 Penalty: 2694.345215
	Iteration 28Q: 3 clusters Score -212347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -212355.687500 Penalty: 2694.345215
	Iteration 29Q: 3 clusters Score -212355.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -212362.000000 Penalty: 2694.345215
	Iteration 30Q: 3 clusters Score -212362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -212365.812500 Penalty: 2694.345215
	Iteration 31Q: 3 clusters Score -212365.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -212370.921875 Penalty: 2694.345215
	Iteration 32Q: 3 clusters Score -212370.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -212378.093750 Penalty: 2694.345215
	Iteration 33Q: 3 clusters Score -212378.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -212382.171875 Penalty: 2694.345215
	Iteration 34Q: 3 clusters Score -212382.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -212384.031250 Penalty: 2694.345215
	Iteration 35Q: 3 clusters Score -212384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -212385.265625 Penalty: 2694.345215
	Iteration 36Q: 3 clusters Score -212385.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -212385.718750 Penalty: 2694.345215
	Iteration 37Q: 3 clusters Score -212385.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -212385.921875 Penalty: 2694.345215
	Iteration 38Q: 3 clusters Score -212385.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -212385.921875 Penalty: 2694.345215
	Iteration 39F: 3 clusters Score -212385.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Entering Unmasked Estep 
Score: -474457.093750 Penalty: 1491.898193
	Iteration 0F: 2 clusters Score -474457.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -467437.937500 Penalty: 2983.796387
	Iteration 0F: 3 clusters Score -467437.9 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -469708.218750 Penalty: 2983.796387
	Iteration 1F: 3 clusters Score -469708.2 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -470474.687500 Penalty: 2983.796387
	Iteration 2F: 3 clusters Score -470474.7 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -471591.062500 Penalty: 2983.796387
	Iteration 3F: 3 clusters Score -471591.1 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -472746.406250 Penalty: 2983.796387
	Iteration 4F: 3 clusters Score -472746.4 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -473588.562500 Penalty: 2983.796387
	Iteration 5F: 3 clusters Score -473588.6 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -474057.625000 Penalty: 2983.796387
	Iteration 6F: 3 clusters Score -474057.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -474273.312500 Penalty: 2983.796387
	Iteration 7Q: 3 clusters Score -474273.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -474369.406250 Penalty: 2983.796387
	Iteration 8Q: 3 clusters Score -474369.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -474418.687500 Penalty: 2983.796387
	Iteration 9Q: 3 clusters Score -474418.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -474455.906250 Penalty: 2983.796387
	Iteration 10Q: 3 clusters Score -474455.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -474478.062500 Penalty: 2983.796387
	Iteration 11Q: 3 clusters Score -474478.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -474490.937500 Penalty: 2983.796387
	Iteration 12Q: 3 clusters Score -474490.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -474502.718750 Penalty: 2983.796387
	Iteration 13Q: 3 clusters Score -474502.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -474511.343750 Penalty: 2983.796387
	Iteration 14Q: 3 clusters Score -474511.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -474522.968750 Penalty: 2983.796387
	Iteration 15Q: 3 clusters Score -474523 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -474532.000000 Penalty: 2983.796387
	Iteration 16Q: 3 clusters Score -474532 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -474545.656250 Penalty: 2983.796387
	Iteration 17Q: 3 clusters Score -474545.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -474556.562500 Penalty: 2983.796387
	Iteration 18Q: 3 clusters Score -474556.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -474568.750000 Penalty: 2983.796387
	Iteration 19Q: 3 clusters Score -474568.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -474576.406250 Penalty: 2983.796387
	Iteration 20F: 3 clusters Score -474576.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -474586.000000 Penalty: 2983.796387
	Iteration 21Q: 3 clusters Score -474586 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -474596.593750 Penalty: 2983.796387
	Iteration 22Q: 3 clusters Score -474596.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -474607.718750 Penalty: 2983.796387
	Iteration 23Q: 3 clusters Score -474607.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -474613.187500 Penalty: 2983.796387
	Iteration 24Q: 3 clusters Score -474613.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -474618.937500 Penalty: 2983.796387
	Iteration 25Q: 3 clusters Score -474618.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -474624.375000 Penalty: 2983.796387
	Iteration 26Q: 3 clusters Score -474624.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -474626.843750 Penalty: 2983.796387
	Iteration 27Q: 3 clusters Score -474626.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -474628.250000 Penalty: 2983.796387
	Iteration 28Q: 3 clusters Score -474628.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -474631.187500 Penalty: 2983.796387
	Iteration 29Q: 3 clusters Score -474631.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -474632.406250 Penalty: 2983.796387
	Iteration 30Q: 3 clusters Score -474632.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -474633.250000 Penalty: 2983.796387
	Iteration 31Q: 3 clusters Score -474633.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -474634.843750 Penalty: 2983.796387
	Iteration 32Q: 3 clusters Score -474634.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -474636.093750 Penalty: 2983.796387
	Iteration 33Q: 3 clusters Score -474636.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -474637.125000 Penalty: 2983.796387
	Iteration 34Q: 3 clusters Score -474637.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -474637.750000 Penalty: 2983.796387
	Iteration 35Q: 3 clusters Score -474637.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -474640.031250 Penalty: 2983.796387
	Iteration 36Q: 3 clusters Score -474640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -474639.718750 Penalty: 2983.796387
	Iteration 37Q: 3 clusters Score -474639.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -474640.875000 Penalty: 2983.796387
	Iteration 38Q: 3 clusters Score -474640.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -474641.750000 Penalty: 2983.796387
	Iteration 39Q: 3 clusters Score -474641.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -474643.593750 Penalty: 2983.796387
	Iteration 40F: 3 clusters Score -474643.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -474643.718750 Penalty: 2983.796387
	Iteration 41Q: 3 clusters Score -474643.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -474643.218750 Penalty: 2983.796387
	Iteration 42Q: 3 clusters Score -474643.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -474643.218750 Penalty: 2983.796387
	Iteration 43F: 3 clusters Score -474643.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 3985 members 
Mstep: Class 3 contains 8286 members 
Mstep: Class 4 contains 12927 members 
Mstep: Class 5 contains 4913 members 
Mstep: Class 6 contains 4790 members 
Mstep: Class 7 contains 1206 members 
Mstep: Class 8 contains 3946 members 
Mstep: Class 9 contains 13501 members 
Mstep: Class 10 contains 1424 members 
Mstep: Class 11 contains 18464 members 
Mstep: Class 12 contains 36819 members 
Mstep: Class 13 contains 46353 members 
Mstep: Class 14 contains 113498 members 
Mstep: Class 15 contains 12954 members 
Mstep: Class 16 contains 2108 members 
Mstep: Class 19 contains 2124 members 
Mstep: Class 20 contains 154097 members 
Entering Unmasked Estep 
Score: -23140044.000000 Penalty: 38156.070312
Splitting cluster 3 changes total score from -23140538.000000 to -23140044.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (12927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Entering Unmasked Estep 
Score: -691792.562500 Penalty: 1538.399414
	Iteration 0F: 2 clusters Score -691792.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -682803.125000 Penalty: 3076.798828
	Iteration 0F: 3 clusters Score -682803.1 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -685917.000000 Penalty: 3076.798828
	Iteration 1F: 3 clusters Score -685917 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -686325.437500 Penalty: 3076.798828
	Iteration 2F: 3 clusters Score -686325.4 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -686795.875000 Penalty: 3076.798828
	Iteration 3F: 3 clusters Score -686795.9 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -687324.687500 Penalty: 3076.798828
	Iteration 4F: 3 clusters Score -687324.7 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -687926.687500 Penalty: 3076.798828
	Iteration 5F: 3 clusters Score -687926.7 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -688560.000000 Penalty: 3076.798828
	Iteration 6F: 3 clusters Score -688560 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -689219.937500 Penalty: 3076.798828
	Iteration 7F: 3 clusters Score -689219.9 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -689751.437500 Penalty: 3076.798828
	Iteration 8Q: 3 clusters Score -689751.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -690004.062500 Penalty: 3076.798828
	Iteration 9Q: 3 clusters Score -690004.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -690102.812500 Penalty: 3076.798828
	Iteration 10Q: 3 clusters Score -690102.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -690147.375000 Penalty: 3076.798828
	Iteration 11Q: 3 clusters Score -690147.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -690177.500000 Penalty: 3076.798828
	Iteration 12Q: 3 clusters Score -690177.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -690194.437500 Penalty: 3076.798828
	Iteration 13Q: 3 clusters Score -690194.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -690208.875000 Penalty: 3076.798828
	Iteration 14Q: 3 clusters Score -690208.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -690219.250000 Penalty: 3076.798828
	Iteration 15Q: 3 clusters Score -690219.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -690229.750000 Penalty: 3076.798828
	Iteration 16Q: 3 clusters Score -690229.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -690237.062500 Penalty: 3076.798828
	Iteration 17Q: 3 clusters Score -690237.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -690246.687500 Penalty: 3076.798828
	Iteration 18Q: 3 clusters Score -690246.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -690257.250000 Penalty: 3076.798828
	Iteration 19Q: 3 clusters Score -690257.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -690265.062500 Penalty: 3076.798828
	Iteration 20F: 3 clusters Score -690265.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -690272.625000 Penalty: 3076.798828
	Iteration 21Q: 3 clusters Score -690272.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -690280.875000 Penalty: 3076.798828
	Iteration 22Q: 3 clusters Score -690280.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -690287.375000 Penalty: 3076.798828
	Iteration 23Q: 3 clusters Score -690287.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -690296.687500 Penalty: 3076.798828
	Iteration 24Q: 3 clusters Score -690296.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -690304.562500 Penalty: 3076.798828
	Iteration 25Q: 3 clusters Score -690304.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -690314.000000 Penalty: 3076.798828
	Iteration 26Q: 3 clusters Score -690314 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -690321.000000 Penalty: 3076.798828
	Iteration 27Q: 3 clusters Score -690321 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -690325.937500 Penalty: 3076.798828
	Iteration 28Q: 3 clusters Score -690325.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -690329.875000 Penalty: 3076.798828
	Iteration 29Q: 3 clusters Score -690329.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -690331.062500 Penalty: 3076.798828
	Iteration 30Q: 3 clusters Score -690331.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -690336.125000 Penalty: 3076.798828
	Iteration 31Q: 3 clusters Score -690336.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -690341.625000 Penalty: 3076.798828
	Iteration 32Q: 3 clusters Score -690341.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -690346.687500 Penalty: 3076.798828
	Iteration 33Q: 3 clusters Score -690346.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -690348.875000 Penalty: 3076.798828
	Iteration 34Q: 3 clusters Score -690348.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -690350.375000 Penalty: 3076.798828
	Iteration 35Q: 3 clusters Score -690350.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -690353.375000 Penalty: 3076.798828
	Iteration 36Q: 3 clusters Score -690353.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -690354.687500 Penalty: 3076.798828
	Iteration 37Q: 3 clusters Score -690354.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -690360.625000 Penalty: 3076.798828
	Iteration 38Q: 3 clusters Score -690360.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -690365.375000 Penalty: 3076.798828
	Iteration 39Q: 3 clusters Score -690365.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -690365.937500 Penalty: 3076.798828
	Iteration 40F: 3 clusters Score -690365.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -690369.125000 Penalty: 3076.798828
	Iteration 41Q: 3 clusters Score -690369.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -690373.687500 Penalty: 3076.798828
	Iteration 42Q: 3 clusters Score -690373.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -690379.312500 Penalty: 3076.798828
	Iteration 43Q: 3 clusters Score -690379.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -690385.125000 Penalty: 3076.798828
	Iteration 44Q: 3 clusters Score -690385.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -690390.500000 Penalty: 3076.798828
	Iteration 45Q: 3 clusters Score -690390.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -690399.375000 Penalty: 3076.798828
	Iteration 46Q: 3 clusters Score -690399.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -690405.562500 Penalty: 3076.798828
	Iteration 47Q: 3 clusters Score -690405.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -690412.062500 Penalty: 3076.798828
	Iteration 48Q: 3 clusters Score -690412.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -690420.812500 Penalty: 3076.798828
	Iteration 49Q: 3 clusters Score -690420.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -690427.250000 Penalty: 3076.798828
	Iteration 50Q: 3 clusters Score -690427.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -690436.000000 Penalty: 3076.798828
	Iteration 51Q: 3 clusters Score -690436 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -690441.187500 Penalty: 3076.798828
	Iteration 52Q: 3 clusters Score -690441.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -690445.000000 Penalty: 3076.798828
	Iteration 53Q: 3 clusters Score -690445 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -690450.562500 Penalty: 3076.798828
	Iteration 54Q: 3 clusters Score -690450.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -690452.812500 Penalty: 3076.798828
	Iteration 55Q: 3 clusters Score -690452.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -690456.125000 Penalty: 3076.798828
	Iteration 56Q: 3 clusters Score -690456.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -690460.625000 Penalty: 3076.798828
	Iteration 57Q: 3 clusters Score -690460.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -690462.375000 Penalty: 3076.798828
	Iteration 58Q: 3 clusters Score -690462.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -690464.375000 Penalty: 3076.798828
	Iteration 59Q: 3 clusters Score -690464.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -690469.500000 Penalty: 3076.798828
	Iteration 60F: 3 clusters Score -690469.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -690470.937500 Penalty: 3076.798828
	Iteration 61Q: 3 clusters Score -690470.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -690473.312500 Penalty: 3076.798828
	Iteration 62Q: 3 clusters Score -690473.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -690476.187500 Penalty: 3076.798828
	Iteration 63Q: 3 clusters Score -690476.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -690476.312500 Penalty: 3076.798828
	Iteration 64Q: 3 clusters Score -690476.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -690475.937500 Penalty: 3076.798828
	Iteration 65Q: 3 clusters Score -690475.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -690477.125000 Penalty: 3076.798828
	Iteration 66Q: 3 clusters Score -690477.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -690478.625000 Penalty: 3076.798828
	Iteration 67Q: 3 clusters Score -690478.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -690479.500000 Penalty: 3076.798828
	Iteration 68Q: 3 clusters Score -690479.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -690479.937500 Penalty: 3076.798828
	Iteration 69Q: 3 clusters Score -690479.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -690483.812500 Penalty: 3076.798828
	Iteration 70Q: 3 clusters Score -690483.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -690485.937500 Penalty: 3076.798828
	Iteration 71Q: 3 clusters Score -690485.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -690486.187500 Penalty: 3076.798828
	Iteration 72Q: 3 clusters Score -690486.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -690486.312500 Penalty: 3076.798828
	Iteration 73Q: 3 clusters Score -690486.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -690488.187500 Penalty: 3076.798828
	Iteration 74Q: 3 clusters Score -690488.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -690488.125000 Penalty: 3076.798828
	Iteration 75Q: 3 clusters Score -690488.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -690488.812500 Penalty: 3076.798828
	Iteration 76Q: 3 clusters Score -690488.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -690488.500000 Penalty: 3076.798828
	Iteration 77Q: 3 clusters Score -690488.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -690486.187500 Penalty: 3076.798828
	Iteration 78Q: 3 clusters Score -690486.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -690486.187500 Penalty: 3076.798828
	Iteration 79F: 3 clusters Score -690486.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Entering Unmasked Estep 
Score: -252845.593750 Penalty: 1381.191528
	Iteration 0F: 2 clusters Score -252845.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -248908.421875 Penalty: 2762.383057
	Iteration 0F: 3 clusters Score -248908.4 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -250041.812500 Penalty: 2762.383057
	Iteration 1F: 3 clusters Score -250041.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -250219.500000 Penalty: 2762.383057
	Iteration 2F: 3 clusters Score -250219.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -250333.640625 Penalty: 2762.383057
	Iteration 3Q: 3 clusters Score -250333.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -250436.937500 Penalty: 2762.383057
	Iteration 4Q: 3 clusters Score -250436.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -250524.890625 Penalty: 2762.383057
	Iteration 5Q: 3 clusters Score -250524.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -250611.468750 Penalty: 2762.383057
	Iteration 6Q: 3 clusters Score -250611.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -250701.015625 Penalty: 2762.383057
	Iteration 7Q: 3 clusters Score -250701 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -250774.125000 Penalty: 2762.383057
	Iteration 8Q: 3 clusters Score -250774.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -250837.625000 Penalty: 2762.383057
	Iteration 9Q: 3 clusters Score -250837.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -250910.671875 Penalty: 2762.383057
	Iteration 10Q: 3 clusters Score -250910.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -250982.828125 Penalty: 2762.383057
	Iteration 11Q: 3 clusters Score -250982.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -251059.140625 Penalty: 2762.383057
	Iteration 12Q: 3 clusters Score -251059.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -251126.593750 Penalty: 2762.383057
	Iteration 13Q: 3 clusters Score -251126.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -251187.015625 Penalty: 2762.383057
	Iteration 14Q: 3 clusters Score -251187 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -251253.390625 Penalty: 2762.383057
	Iteration 15Q: 3 clusters Score -251253.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -251323.843750 Penalty: 2762.383057
	Iteration 16Q: 3 clusters Score -251323.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -251386.187500 Penalty: 2762.383057
	Iteration 17Q: 3 clusters Score -251386.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -251423.921875 Penalty: 2762.383057
	Iteration 18Q: 3 clusters Score -251423.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -251455.656250 Penalty: 2762.383057
	Iteration 19Q: 3 clusters Score -251455.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -251481.828125 Penalty: 2762.383057
	Iteration 20F: 3 clusters Score -251481.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -251502.156250 Penalty: 2762.383057
	Iteration 21Q: 3 clusters Score -251502.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -251516.125000 Penalty: 2762.383057
	Iteration 22Q: 3 clusters Score -251516.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -251528.015625 Penalty: 2762.383057
	Iteration 23Q: 3 clusters Score -251528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -251539.890625 Penalty: 2762.383057
	Iteration 24Q: 3 clusters Score -251539.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -251547.640625 Penalty: 2762.383057
	Iteration 25Q: 3 clusters Score -251547.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -251553.484375 Penalty: 2762.383057
	Iteration 26Q: 3 clusters Score -251553.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -251560.296875 Penalty: 2762.383057
	Iteration 27Q: 3 clusters Score -251560.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -251564.531250 Penalty: 2762.383057
	Iteration 28Q: 3 clusters Score -251564.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -251565.609375 Penalty: 2762.383057
	Iteration 29Q: 3 clusters Score -251565.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -251567.718750 Penalty: 2762.383057
	Iteration 30Q: 3 clusters Score -251567.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -251568.343750 Penalty: 2762.383057
	Iteration 31Q: 3 clusters Score -251568.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -251568.484375 Penalty: 2762.383057
	Iteration 32Q: 3 clusters Score -251568.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -251569.343750 Penalty: 2762.383057
	Iteration 33Q: 3 clusters Score -251569.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -251569.390625 Penalty: 2762.383057
	Iteration 34Q: 3 clusters Score -251569.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -251569.375000 Penalty: 2762.383057
	Iteration 35Q: 3 clusters Score -251569.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -251569.906250 Penalty: 2762.383057
	Iteration 36Q: 3 clusters Score -251569.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -251570.359375 Penalty: 2762.383057
	Iteration 37Q: 3 clusters Score -251570.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -251571.109375 Penalty: 2762.383057
	Iteration 38Q: 3 clusters Score -251571.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -251572.109375 Penalty: 2762.383057
	Iteration 39Q: 3 clusters Score -251572.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -251572.109375 Penalty: 2762.383057
	Iteration 40F: 3 clusters Score -251572.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Entering Unmasked Estep 
Score: -255192.296875 Penalty: 1377.071533
	Iteration 0F: 2 clusters Score -255192.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -251368.218750 Penalty: 2754.143066
	Iteration 0F: 3 clusters Score -251368.2 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -252470.703125 Penalty: 2754.143066
	Iteration 1F: 3 clusters Score -252470.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -252677.187500 Penalty: 2754.143066
	Iteration 2F: 3 clusters Score -252677.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -252818.671875 Penalty: 2754.143066
	Iteration 3F: 3 clusters Score -252818.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -252938.359375 Penalty: 2754.143066
	Iteration 4Q: 3 clusters Score -252938.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -253060.406250 Penalty: 2754.143066
	Iteration 5Q: 3 clusters Score -253060.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -253169.546875 Penalty: 2754.143066
	Iteration 6Q: 3 clusters Score -253169.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -253267.406250 Penalty: 2754.143066
	Iteration 7Q: 3 clusters Score -253267.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -253360.468750 Penalty: 2754.143066
	Iteration 8Q: 3 clusters Score -253360.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -253452.140625 Penalty: 2754.143066
	Iteration 9Q: 3 clusters Score -253452.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -253533.531250 Penalty: 2754.143066
	Iteration 10Q: 3 clusters Score -253533.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -253630.687500 Penalty: 2754.143066
	Iteration 11Q: 3 clusters Score -253630.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -253708.500000 Penalty: 2754.143066
	Iteration 12Q: 3 clusters Score -253708.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -253773.093750 Penalty: 2754.143066
	Iteration 13Q: 3 clusters Score -253773.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -253821.890625 Penalty: 2754.143066
	Iteration 14Q: 3 clusters Score -253821.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -253858.437500 Penalty: 2754.143066
	Iteration 15Q: 3 clusters Score -253858.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -253881.156250 Penalty: 2754.143066
	Iteration 16Q: 3 clusters Score -253881.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -253905.109375 Penalty: 2754.143066
	Iteration 17Q: 3 clusters Score -253905.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -253924.531250 Penalty: 2754.143066
	Iteration 18Q: 3 clusters Score -253924.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -253938.750000 Penalty: 2754.143066
	Iteration 19Q: 3 clusters Score -253938.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -253949.953125 Penalty: 2754.143066
	Iteration 20F: 3 clusters Score -253950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -253966.187500 Penalty: 2754.143066
	Iteration 21Q: 3 clusters Score -253966.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -253978.156250 Penalty: 2754.143066
	Iteration 22Q: 3 clusters Score -253978.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -253991.171875 Penalty: 2754.143066
	Iteration 23Q: 3 clusters Score -253991.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -254003.031250 Penalty: 2754.143066
	Iteration 24Q: 3 clusters Score -254003 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -254016.437500 Penalty: 2754.143066
	Iteration 25Q: 3 clusters Score -254016.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -254031.609375 Penalty: 2754.143066
	Iteration 26Q: 3 clusters Score -254031.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -254042.531250 Penalty: 2754.143066
	Iteration 27Q: 3 clusters Score -254042.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -254047.890625 Penalty: 2754.143066
	Iteration 28Q: 3 clusters Score -254047.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -254051.062500 Penalty: 2754.143066
	Iteration 29Q: 3 clusters Score -254051.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -254052.265625 Penalty: 2754.143066
	Iteration 30Q: 3 clusters Score -254052.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -254053.171875 Penalty: 2754.143066
	Iteration 31Q: 3 clusters Score -254053.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -254053.906250 Penalty: 2754.143066
	Iteration 32Q: 3 clusters Score -254053.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -254053.906250 Penalty: 2754.143066
	Iteration 33F: 3 clusters Score -254053.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Entering Unmasked Estep 
Score: -54654.484375 Penalty: 1152.947876
	Iteration 0F: 2 clusters Score -54654.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -53055.039062 Penalty: 2305.895752
	Iteration 0F: 3 clusters Score -53055.04 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -53341.984375 Penalty: 2305.895752
	Iteration 1F: 3 clusters Score -53341.98 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -53423.148438 Penalty: 2305.895752
	Iteration 2F: 3 clusters Score -53423.15 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -53464.566406 Penalty: 2305.895752
	Iteration 3Q: 3 clusters Score -53464.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -53497.898438 Penalty: 2305.895752
	Iteration 4Q: 3 clusters Score -53497.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -53520.175781 Penalty: 2305.895752
	Iteration 5Q: 3 clusters Score -53520.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -53537.113281 Penalty: 2305.895752
	Iteration 6Q: 3 clusters Score -53537.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -53554.832031 Penalty: 2305.895752
	Iteration 7Q: 3 clusters Score -53554.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -53568.609375 Penalty: 2305.895752
	Iteration 8Q: 3 clusters Score -53568.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -53574.625000 Penalty: 2305.895752
	Iteration 9Q: 3 clusters Score -53574.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -53578.175781 Penalty: 2305.895752
	Iteration 10Q: 3 clusters Score -53578.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -53581.972656 Penalty: 2305.895752
	Iteration 11Q: 3 clusters Score -53581.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -53584.496094 Penalty: 2305.895752
	Iteration 12Q: 3 clusters Score -53584.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -53586.984375 Penalty: 2305.895752
	Iteration 13Q: 3 clusters Score -53586.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -53590.222656 Penalty: 2305.895752
	Iteration 14Q: 3 clusters Score -53590.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -53590.222656 Penalty: 2305.895752
	Iteration 15F: 3 clusters Score -53590.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Entering Unmasked Estep 
Score: -201796.953125 Penalty: 1345.574341
	Iteration 0F: 2 clusters Score -201797 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 1975 members 
Entering Unmasked Estep 
Score: -198486.734375 Penalty: 2691.148682
	Iteration 0F: 3 clusters Score -198486.7 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -199338.765625 Penalty: 2691.148682
	Iteration 1F: 3 clusters Score -199338.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -199480.921875 Penalty: 2691.148682
	Iteration 2F: 3 clusters Score -199480.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -199578.750000 Penalty: 2691.148682
	Iteration 3F: 3 clusters Score -199578.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -199645.468750 Penalty: 2691.148682
	Iteration 4Q: 3 clusters Score -199645.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -199703.031250 Penalty: 2691.148682
	Iteration 5Q: 3 clusters Score -199703 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -199766.828125 Penalty: 2691.148682
	Iteration 6Q: 3 clusters Score -199766.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -199847.578125 Penalty: 2691.148682
	Iteration 7Q: 3 clusters Score -199847.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -199949.250000 Penalty: 2691.148682
	Iteration 8Q: 3 clusters Score -199949.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -200051.875000 Penalty: 2691.148682
	Iteration 9Q: 3 clusters Score -200051.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -200150.375000 Penalty: 2691.148682
	Iteration 10Q: 3 clusters Score -200150.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -200248.843750 Penalty: 2691.148682
	Iteration 11Q: 3 clusters Score -200248.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -200346.562500 Penalty: 2691.148682
	Iteration 12Q: 3 clusters Score -200346.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -200440.515625 Penalty: 2691.148682
	Iteration 13Q: 3 clusters Score -200440.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -200520.031250 Penalty: 2691.148682
	Iteration 14Q: 3 clusters Score -200520 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -200599.062500 Penalty: 2691.148682
	Iteration 15Q: 3 clusters Score -200599.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -200658.093750 Penalty: 2691.148682
	Iteration 16Q: 3 clusters Score -200658.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -200708.656250 Penalty: 2691.148682
	Iteration 17Q: 3 clusters Score -200708.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -200757.218750 Penalty: 2691.148682
	Iteration 18Q: 3 clusters Score -200757.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -200793.406250 Penalty: 2691.148682
	Iteration 19Q: 3 clusters Score -200793.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -200832.406250 Penalty: 2691.148682
	Iteration 20F: 3 clusters Score -200832.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -200865.093750 Penalty: 2691.148682
	Iteration 21Q: 3 clusters Score -200865.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -200896.890625 Penalty: 2691.148682
	Iteration 22Q: 3 clusters Score -200896.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -200932.140625 Penalty: 2691.148682
	Iteration 23Q: 3 clusters Score -200932.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -200959.343750 Penalty: 2691.148682
	Iteration 24Q: 3 clusters Score -200959.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -200990.890625 Penalty: 2691.148682
	Iteration 25Q: 3 clusters Score -200990.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -201011.734375 Penalty: 2691.148682
	Iteration 26Q: 3 clusters Score -201011.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -201027.078125 Penalty: 2691.148682
	Iteration 27Q: 3 clusters Score -201027.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -201043.375000 Penalty: 2691.148682
	Iteration 28Q: 3 clusters Score -201043.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -201058.875000 Penalty: 2691.148682
	Iteration 29Q: 3 clusters Score -201058.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -201067.953125 Penalty: 2691.148682
	Iteration 30Q: 3 clusters Score -201068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -201080.453125 Penalty: 2691.148682
	Iteration 31Q: 3 clusters Score -201080.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -201089.171875 Penalty: 2691.148682
	Iteration 32Q: 3 clusters Score -201089.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -201095.906250 Penalty: 2691.148682
	Iteration 33Q: 3 clusters Score -201095.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -201105.218750 Penalty: 2691.148682
	Iteration 34Q: 3 clusters Score -201105.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -201112.828125 Penalty: 2691.148682
	Iteration 35Q: 3 clusters Score -201112.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -201119.437500 Penalty: 2691.148682
	Iteration 36Q: 3 clusters Score -201119.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -201123.765625 Penalty: 2691.148682
	Iteration 37Q: 3 clusters Score -201123.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -201128.000000 Penalty: 2691.148682
	Iteration 38Q: 3 clusters Score -201128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -201133.812500 Penalty: 2691.148682
	Iteration 39Q: 3 clusters Score -201133.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -201146.234375 Penalty: 2691.148682
	Iteration 40F: 3 clusters Score -201146.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -201157.984375 Penalty: 2691.148682
	Iteration 41Q: 3 clusters Score -201158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -201165.171875 Penalty: 2691.148682
	Iteration 42Q: 3 clusters Score -201165.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -201168.046875 Penalty: 2691.148682
	Iteration 43Q: 3 clusters Score -201168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -201171.421875 Penalty: 2691.148682
	Iteration 44Q: 3 clusters Score -201171.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -201172.500000 Penalty: 2691.148682
	Iteration 45Q: 3 clusters Score -201172.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -201172.906250 Penalty: 2691.148682
	Iteration 46Q: 3 clusters Score -201172.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -201172.906250 Penalty: 2691.148682
	Iteration 47F: 3 clusters Score -201172.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Entering Unmasked Estep 
Score: -705837.125000 Penalty: 1545.459351
	Iteration 0F: 2 clusters Score -705837.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -696462.250000 Penalty: 3090.918701
	Iteration 0F: 3 clusters Score -696462.2 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -699666.812500 Penalty: 3090.918701
	Iteration 1F: 3 clusters Score -699666.8 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -699959.312500 Penalty: 3090.918701
	Iteration 2F: 3 clusters Score -699959.3 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -700209.437500 Penalty: 3090.918701
	Iteration 3Q: 3 clusters Score -700209.4 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -700445.375000 Penalty: 3090.918701
	Iteration 4Q: 3 clusters Score -700445.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -700706.687500 Penalty: 3090.918701
	Iteration 5Q: 3 clusters Score -700706.7 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -701020.625000 Penalty: 3090.918701
	Iteration 6Q: 3 clusters Score -701020.6 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -701422.062500 Penalty: 3090.918701
	Iteration 7Q: 3 clusters Score -701422.1 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -701966.500000 Penalty: 3090.918701
	Iteration 8F: 3 clusters Score -701966.5 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -702628.437500 Penalty: 3090.918701
	Iteration 9F: 3 clusters Score -702628.4 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -703274.375000 Penalty: 3090.918701
	Iteration 10F: 3 clusters Score -703274.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -703749.437500 Penalty: 3090.918701
	Iteration 11Q: 3 clusters Score -703749.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -704052.375000 Penalty: 3090.918701
	Iteration 12Q: 3 clusters Score -704052.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -704236.375000 Penalty: 3090.918701
	Iteration 13Q: 3 clusters Score -704236.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -704349.687500 Penalty: 3090.918701
	Iteration 14Q: 3 clusters Score -704349.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -704397.875000 Penalty: 3090.918701
	Iteration 15Q: 3 clusters Score -704397.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -704423.062500 Penalty: 3090.918701
	Iteration 16Q: 3 clusters Score -704423.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -704438.562500 Penalty: 3090.918701
	Iteration 17Q: 3 clusters Score -704438.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -704451.562500 Penalty: 3090.918701
	Iteration 18Q: 3 clusters Score -704451.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -704459.562500 Penalty: 3090.918701
	Iteration 19Q: 3 clusters Score -704459.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -704463.687500 Penalty: 3090.918701
	Iteration 20F: 3 clusters Score -704463.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Entering Unmasked Estep 
Score: -983428.937500 Penalty: 1596.331421
	Iteration 0F: 2 clusters Score -983428.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -970720.687500 Penalty: 3192.662842
	Iteration 0F: 3 clusters Score -970720.7 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -975453.875000 Penalty: 3192.662842
	Iteration 1F: 3 clusters Score -975453.9 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -975841.750000 Penalty: 3192.662842
	Iteration 2F: 3 clusters Score -975841.8 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -976254.500000 Penalty: 3192.662842
	Iteration 3Q: 3 clusters Score -976254.5 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -976732.375000 Penalty: 3192.662842
	Iteration 4Q: 3 clusters Score -976732.4 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -977263.500000 Penalty: 3192.662842
	Iteration 5Q: 3 clusters Score -977263.5 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -977917.062500 Penalty: 3192.662842
	Iteration 6F: 3 clusters Score -977917.1 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -978604.000000 Penalty: 3192.662842
	Iteration 7F: 3 clusters Score -978604 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -979275.375000 Penalty: 3192.662842
	Iteration 8Q: 3 clusters Score -979275.4 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -979928.937500 Penalty: 3192.662842
	Iteration 9Q: 3 clusters Score -979928.9 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -980490.125000 Penalty: 3192.662842
	Iteration 10Q: 3 clusters Score -980490.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -980876.562500 Penalty: 3192.662842
	Iteration 11Q: 3 clusters Score -980876.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -981146.875000 Penalty: 3192.662842
	Iteration 12Q: 3 clusters Score -981146.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -981340.437500 Penalty: 3192.662842
	Iteration 13Q: 3 clusters Score -981340.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -981488.000000 Penalty: 3192.662842
	Iteration 14Q: 3 clusters Score -981488 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -981602.437500 Penalty: 3192.662842
	Iteration 15Q: 3 clusters Score -981602.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -981684.875000 Penalty: 3192.662842
	Iteration 16Q: 3 clusters Score -981684.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -981758.312500 Penalty: 3192.662842
	Iteration 17Q: 3 clusters Score -981758.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -981816.937500 Penalty: 3192.662842
	Iteration 18Q: 3 clusters Score -981816.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -981871.187500 Penalty: 3192.662842
	Iteration 19Q: 3 clusters Score -981871.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -981905.937500 Penalty: 3192.662842
	Iteration 20F: 3 clusters Score -981905.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -981933.250000 Penalty: 3192.662842
	Iteration 21Q: 3 clusters Score -981933.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -981963.625000 Penalty: 3192.662842
	Iteration 22Q: 3 clusters Score -981963.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -981986.625000 Penalty: 3192.662842
	Iteration 23Q: 3 clusters Score -981986.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -982006.000000 Penalty: 3192.662842
	Iteration 24Q: 3 clusters Score -982006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -982019.687500 Penalty: 3192.662842
	Iteration 25Q: 3 clusters Score -982019.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -982036.562500 Penalty: 3192.662842
	Iteration 26Q: 3 clusters Score -982036.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -982050.000000 Penalty: 3192.662842
	Iteration 27Q: 3 clusters Score -982050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -982055.125000 Penalty: 3192.662842
	Iteration 28Q: 3 clusters Score -982055.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -982066.812500 Penalty: 3192.662842
	Iteration 29Q: 3 clusters Score -982066.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -982071.000000 Penalty: 3192.662842
	Iteration 30Q: 3 clusters Score -982071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -982079.437500 Penalty: 3192.662842
	Iteration 31Q: 3 clusters Score -982079.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -982084.750000 Penalty: 3192.662842
	Iteration 32Q: 3 clusters Score -982084.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -982088.312500 Penalty: 3192.662842
	Iteration 33Q: 3 clusters Score -982088.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -982091.625000 Penalty: 3192.662842
	Iteration 34Q: 3 clusters Score -982091.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -982092.750000 Penalty: 3192.662842
	Iteration 35Q: 3 clusters Score -982092.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -982094.187500 Penalty: 3192.662842
	Iteration 36Q: 3 clusters Score -982094.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -982094.875000 Penalty: 3192.662842
	Iteration 37Q: 3 clusters Score -982094.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -982094.375000 Penalty: 3192.662842
	Iteration 38Q: 3 clusters Score -982094.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -982095.937500 Penalty: 3192.662842
	Iteration 39Q: 3 clusters Score -982095.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -982096.937500 Penalty: 3192.662842
	Iteration 40F: 3 clusters Score -982096.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -982097.875000 Penalty: 3192.662842
	Iteration 41Q: 3 clusters Score -982097.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -982099.000000 Penalty: 3192.662842
	Iteration 42Q: 3 clusters Score -982099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -982099.000000 Penalty: 3192.662842
	Iteration 43F: 3 clusters Score -982099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (36819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Entering Unmasked Estep 
Score: -1948501.125000 Penalty: 1708.487427
	Iteration 0F: 2 clusters Score -1948501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -1923889.500000 Penalty: 3416.974854
	Iteration 0F: 3 clusters Score -1923890 nChanged 16978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -1933141.500000 Penalty: 3416.974854
	Iteration 1F: 3 clusters Score -1933142 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -1933475.750000 Penalty: 3416.974854
	Iteration 2Q: 3 clusters Score -1933476 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -1933822.250000 Penalty: 3416.974854
	Iteration 3Q: 3 clusters Score -1933822 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -1934269.125000 Penalty: 3416.974854
	Iteration 4Q: 3 clusters Score -1934269 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -1934857.375000 Penalty: 3416.974854
	Iteration 5Q: 3 clusters Score -1934857 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1935659.750000 Penalty: 3416.974854
	Iteration 6Q: 3 clusters Score -1935660 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1936888.500000 Penalty: 3416.974854
	Iteration 7F: 3 clusters Score -1936888 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1938617.750000 Penalty: 3416.974854
	Iteration 8F: 3 clusters Score -1938618 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1940639.625000 Penalty: 3416.974854
	Iteration 9F: 3 clusters Score -1940640 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1942556.875000 Penalty: 3416.974854
	Iteration 10F: 3 clusters Score -1942557 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1944095.625000 Penalty: 3416.974854
	Iteration 11Q: 3 clusters Score -1944096 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1945246.125000 Penalty: 3416.974854
	Iteration 12Q: 3 clusters Score -1945246 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1945944.000000 Penalty: 3416.974854
	Iteration 13Q: 3 clusters Score -1945944 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1946360.125000 Penalty: 3416.974854
	Iteration 14Q: 3 clusters Score -1946360 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1946600.250000 Penalty: 3416.974854
	Iteration 15Q: 3 clusters Score -1946600 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1946735.125000 Penalty: 3416.974854
	Iteration 16Q: 3 clusters Score -1946735 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1946827.500000 Penalty: 3416.974854
	Iteration 17Q: 3 clusters Score -1946828 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1946891.750000 Penalty: 3416.974854
	Iteration 18Q: 3 clusters Score -1946892 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1946941.250000 Penalty: 3416.974854
	Iteration 19Q: 3 clusters Score -1946941 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1946977.000000 Penalty: 3416.974854
	Iteration 20F: 3 clusters Score -1946977 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1947001.000000 Penalty: 3416.974854
	Iteration 21Q: 3 clusters Score -1947001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1947015.625000 Penalty: 3416.974854
	Iteration 22Q: 3 clusters Score -1947016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1947022.750000 Penalty: 3416.974854
	Iteration 23Q: 3 clusters Score -1947023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1947030.000000 Penalty: 3416.974854
	Iteration 24Q: 3 clusters Score -1947030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1947033.375000 Penalty: 3416.974854
	Iteration 25Q: 3 clusters Score -1947033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1947035.250000 Penalty: 3416.974854
	Iteration 26Q: 3 clusters Score -1947035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1947039.375000 Penalty: 3416.974854
	Iteration 27Q: 3 clusters Score -1947039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1947042.000000 Penalty: 3416.974854
	Iteration 28Q: 3 clusters Score -1947042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1947043.375000 Penalty: 3416.974854
	Iteration 29Q: 3 clusters Score -1947043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1947043.750000 Penalty: 3416.974854
	Iteration 30Q: 3 clusters Score -1947044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1947044.375000 Penalty: 3416.974854
	Iteration 31Q: 3 clusters Score -1947044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1947043.500000 Penalty: 3416.974854
	Iteration 32Q: 3 clusters Score -1947044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1947046.250000 Penalty: 3416.974854
	Iteration 33Q: 3 clusters Score -1947046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1947046.500000 Penalty: 3416.974854
	Iteration 34Q: 3 clusters Score -1947046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1947046.500000 Penalty: 3416.974854
	Iteration 35F: 3 clusters Score -1947046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (46353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46353 members 
Entering Unmasked Estep 
Score: -2397808.750000 Penalty: 1745.906738
	Iteration 0F: 2 clusters Score -2397809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -2366604.500000 Penalty: 3491.813477
	Iteration 0F: 3 clusters Score -2366604 nChanged 21902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -2379134.250000 Penalty: 3491.813477
	Iteration 1F: 3 clusters Score -2379134 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -2380113.500000 Penalty: 3491.813477
	Iteration 2Q: 3 clusters Score -2380114 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -2381274.500000 Penalty: 3491.813477
	Iteration 3Q: 3 clusters Score -2381274 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -2382596.250000 Penalty: 3491.813477
	Iteration 4F: 3 clusters Score -2382596 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -2384125.250000 Penalty: 3491.813477
	Iteration 5F: 3 clusters Score -2384125 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -2385763.500000 Penalty: 3491.813477
	Iteration 6F: 3 clusters Score -2385764 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -2387127.000000 Penalty: 3491.813477
	Iteration 7F: 3 clusters Score -2387127 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -2388213.500000 Penalty: 3491.813477
	Iteration 8Q: 3 clusters Score -2388214 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -2389138.750000 Penalty: 3491.813477
	Iteration 9Q: 3 clusters Score -2389139 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -2389900.250000 Penalty: 3491.813477
	Iteration 10Q: 3 clusters Score -2389900 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -2390440.000000 Penalty: 3491.813477
	Iteration 11Q: 3 clusters Score -2390440 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -2390849.750000 Penalty: 3491.813477
	Iteration 12Q: 3 clusters Score -2390850 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -2391200.000000 Penalty: 3491.813477
	Iteration 13Q: 3 clusters Score -2391200 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -2391530.000000 Penalty: 3491.813477
	Iteration 14Q: 3 clusters Score -2391530 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -2391901.750000 Penalty: 3491.813477
	Iteration 15Q: 3 clusters Score -2391902 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -2392316.250000 Penalty: 3491.813477
	Iteration 16Q: 3 clusters Score -2392316 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -2392709.750000 Penalty: 3491.813477
	Iteration 17Q: 3 clusters Score -2392710 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -2393114.000000 Penalty: 3491.813477
	Iteration 18Q: 3 clusters Score -2393114 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -2393541.000000 Penalty: 3491.813477
	Iteration 19Q: 3 clusters Score -2393541 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -2393961.750000 Penalty: 3491.813477
	Iteration 20F: 3 clusters Score -2393962 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -2394369.500000 Penalty: 3491.813477
	Iteration 21Q: 3 clusters Score -2394370 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -2394700.500000 Penalty: 3491.813477
	Iteration 22Q: 3 clusters Score -2394700 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -2395007.250000 Penalty: 3491.813477
	Iteration 23Q: 3 clusters Score -2395007 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 42675 members 
Entering Unmasked Estep 
Score: -2395273.500000 Penalty: 3491.813477
	Iteration 24Q: 3 clusters Score -2395274 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -2395483.250000 Penalty: 3491.813477
	Iteration 25Q: 3 clusters Score -2395483 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 43650 members 
Entering Unmasked Estep 
Score: -2395673.500000 Penalty: 3491.813477
	Iteration 26Q: 3 clusters Score -2395674 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 44029 members 
Entering Unmasked Estep 
Score: -2395837.000000 Penalty: 3491.813477
	Iteration 27Q: 3 clusters Score -2395837 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -2395939.750000 Penalty: 3491.813477
	Iteration 28Q: 3 clusters Score -2395940 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 44568 members 
Entering Unmasked Estep 
Score: -2396034.750000 Penalty: 3491.813477
	Iteration 29Q: 3 clusters Score -2396035 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 44729 members 
Entering Unmasked Estep 
Score: -2396105.500000 Penalty: 3491.813477
	Iteration 30Q: 3 clusters Score -2396106 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 44857 members 
Entering Unmasked Estep 
Score: -2396148.500000 Penalty: 3491.813477
	Iteration 31Q: 3 clusters Score -2396148 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -2396198.250000 Penalty: 3491.813477
	Iteration 32Q: 3 clusters Score -2396198 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -2396240.000000 Penalty: 3491.813477
	Iteration 33Q: 3 clusters Score -2396240 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -2396271.000000 Penalty: 3491.813477
	Iteration 34Q: 3 clusters Score -2396271 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -2396301.000000 Penalty: 3491.813477
	Iteration 35Q: 3 clusters Score -2396301 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -2396325.750000 Penalty: 3491.813477
	Iteration 36Q: 3 clusters Score -2396326 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -2396346.750000 Penalty: 3491.813477
	Iteration 37Q: 3 clusters Score -2396347 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -2396371.500000 Penalty: 3491.813477
	Iteration 38Q: 3 clusters Score -2396372 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 45390 members 
Entering Unmasked Estep 
Score: -2396390.500000 Penalty: 3491.813477
	Iteration 39Q: 3 clusters Score -2396390 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 45426 members 
Entering Unmasked Estep 
Score: -2396407.750000 Penalty: 3491.813477
	Iteration 40F: 3 clusters Score -2396408 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -2396425.250000 Penalty: 3491.813477
	Iteration 41Q: 3 clusters Score -2396425 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -2396435.250000 Penalty: 3491.813477
	Iteration 42Q: 3 clusters Score -2396435 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 45507 members 
Entering Unmasked Estep 
Score: -2396446.000000 Penalty: 3491.813477
	Iteration 43Q: 3 clusters Score -2396446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -2396452.000000 Penalty: 3491.813477
	Iteration 44Q: 3 clusters Score -2396452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 45543 members 
Entering Unmasked Estep 
Score: -2396465.000000 Penalty: 3491.813477
	Iteration 45Q: 3 clusters Score -2396465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 45556 members 
Entering Unmasked Estep 
Score: -2396473.000000 Penalty: 3491.813477
	Iteration 46Q: 3 clusters Score -2396473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 45566 members 
Entering Unmasked Estep 
Score: -2396477.250000 Penalty: 3491.813477
	Iteration 47Q: 3 clusters Score -2396477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 45574 members 
Entering Unmasked Estep 
Score: -2396481.250000 Penalty: 3491.813477
	Iteration 48Q: 3 clusters Score -2396481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 45582 members 
Entering Unmasked Estep 
Score: -2396480.500000 Penalty: 3491.813477
	Iteration 49Q: 3 clusters Score -2396480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
Score: -2396486.000000 Penalty: 3491.813477
	Iteration 50Q: 3 clusters Score -2396486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -2396485.250000 Penalty: 3491.813477
	Iteration 51Q: 3 clusters Score -2396485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
Score: -2396486.750000 Penalty: 3491.813477
	Iteration 52Q: 3 clusters Score -2396487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 45596 members 
Entering Unmasked Estep 
Score: -2396489.750000 Penalty: 3491.813477
	Iteration 53Q: 3 clusters Score -2396490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -2396490.750000 Penalty: 3491.813477
	Iteration 54Q: 3 clusters Score -2396491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -2396490.750000 Penalty: 3491.813477
	Iteration 55F: 3 clusters Score -2396491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (113498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113498 members 
Entering Unmasked Estep 
Score: -5857154.500000 Penalty: 1891.425415
	Iteration 0F: 2 clusters Score -5857154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56467 members 
Mstep: Class 2 contains 57031 members 
Entering Unmasked Estep 
Score: -5781222.500000 Penalty: 3782.850830
	Iteration 0F: 3 clusters Score -5781222 nChanged 54396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52679 members 
Mstep: Class 2 contains 60819 members 
Entering Unmasked Estep 
Score: -5813517.000000 Penalty: 3782.850830
	Iteration 1F: 3 clusters Score -5813517 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Mstep: Class 2 contains 63108 members 
Entering Unmasked Estep 
Score: -5814630.500000 Penalty: 3782.850830
	Iteration 2Q: 3 clusters Score -5814630 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 66567 members 
Entering Unmasked Estep 
Score: -5816439.000000 Penalty: 3782.850830
	Iteration 3Q: 3 clusters Score -5816439 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 71591 members 
Entering Unmasked Estep 
Score: -5819339.500000 Penalty: 3782.850830
	Iteration 4Q: 3 clusters Score -5819340 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 78521 members 
Entering Unmasked Estep 
Score: -5824079.000000 Penalty: 3782.850830
	Iteration 5F: 3 clusters Score -5824079 nChanged 8757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 87256 members 
Entering Unmasked Estep 
Score: -5831193.500000 Penalty: 3782.850830
	Iteration 6F: 3 clusters Score -5831194 nChanged 9328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 96578 members 
Entering Unmasked Estep 
Score: -5839699.000000 Penalty: 3782.850830
	Iteration 7F: 3 clusters Score -5839699 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 104491 members 
Entering Unmasked Estep 
Score: -5847275.000000 Penalty: 3782.850830
	Iteration 8F: 3 clusters Score -5847275 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 109530 members 
Entering Unmasked Estep 
Score: -5851932.500000 Penalty: 3782.850830
	Iteration 9Q: 3 clusters Score -5851932 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 111929 members 
Entering Unmasked Estep 
Score: -5854160.500000 Penalty: 3782.850830
	Iteration 10Q: 3 clusters Score -5854160 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 112844 members 
Entering Unmasked Estep 
Score: -5855002.000000 Penalty: 3782.850830
	Iteration 11Q: 3 clusters Score -5855002 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 113133 members 
Entering Unmasked Estep 
Score: -5855261.500000 Penalty: 3782.850830
	Iteration 12Q: 3 clusters Score -5855262 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 113222 members 
Entering Unmasked Estep 
Score: -5855358.000000 Penalty: 3782.850830
	Iteration 13Q: 3 clusters Score -5855358 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 113262 members 
Entering Unmasked Estep 
Score: -5855426.500000 Penalty: 3782.850830
	Iteration 14Q: 3 clusters Score -5855426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 113280 members 
Entering Unmasked Estep 
Score: -5855450.000000 Penalty: 3782.850830
	Iteration 15Q: 3 clusters Score -5855450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 113292 members 
Entering Unmasked Estep 
Score: -5855464.500000 Penalty: 3782.850830
	Iteration 16Q: 3 clusters Score -5855464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 113301 members 
Entering Unmasked Estep 
Score: -5855486.500000 Penalty: 3782.850830
	Iteration 17Q: 3 clusters Score -5855486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 113305 members 
Entering Unmasked Estep 
Score: -5855497.000000 Penalty: 3782.850830
	Iteration 18Q: 3 clusters Score -5855497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 113306 members 
Entering Unmasked Estep 
Score: -5855499.000000 Penalty: 3782.850830
	Iteration 19Q: 3 clusters Score -5855499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 113308 members 
Entering Unmasked Estep 
Score: -5855500.500000 Penalty: 3782.850830
	Iteration 20F: 3 clusters Score -5855500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 113308 members 
Entering Unmasked Estep 
Score: -5855506.500000 Penalty: 3782.850830
	Iteration 21Q: 3 clusters Score -5855506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 113311 members 
Entering Unmasked Estep 
Score: -5855517.500000 Penalty: 3782.850830
	Iteration 22Q: 3 clusters Score -5855518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 113311 members 
Entering Unmasked Estep 
Score: -5855521.000000 Penalty: 3782.850830
	Iteration 23Q: 3 clusters Score -5855521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 113311 members 
Entering Unmasked Estep 
Score: -5855522.500000 Penalty: 3782.850830
	Iteration 24Q: 3 clusters Score -5855522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 113310 members 
Entering Unmasked Estep 
Score: -5855526.000000 Penalty: 3782.850830
	Iteration 25Q: 3 clusters Score -5855526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 113310 members 
Entering Unmasked Estep 
Score: -5855526.000000 Penalty: 3782.850830
	Iteration 26F: 3 clusters Score -5855526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Entering Unmasked Estep 
Score: -704086.625000 Penalty: 1538.738525
	Iteration 0F: 2 clusters Score -704086.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -695013.500000 Penalty: 3077.477051
	Iteration 0F: 3 clusters Score -695013.5 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -698100.375000 Penalty: 3077.477051
	Iteration 1F: 3 clusters Score -698100.4 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -698316.562500 Penalty: 3077.477051
	Iteration 2Q: 3 clusters Score -698316.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -698488.750000 Penalty: 3077.477051
	Iteration 3Q: 3 clusters Score -698488.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -698634.000000 Penalty: 3077.477051
	Iteration 4Q: 3 clusters Score -698634 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -698770.312500 Penalty: 3077.477051
	Iteration 5Q: 3 clusters Score -698770.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -698881.500000 Penalty: 3077.477051
	Iteration 6Q: 3 clusters Score -698881.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -698975.437500 Penalty: 3077.477051
	Iteration 7Q: 3 clusters Score -698975.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -699067.375000 Penalty: 3077.477051
	Iteration 8Q: 3 clusters Score -699067.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -699177.812500 Penalty: 3077.477051
	Iteration 9Q: 3 clusters Score -699177.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -699309.687500 Penalty: 3077.477051
	Iteration 10Q: 3 clusters Score -699309.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -699477.125000 Penalty: 3077.477051
	Iteration 11Q: 3 clusters Score -699477.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -699692.500000 Penalty: 3077.477051
	Iteration 12Q: 3 clusters Score -699692.5 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -699998.687500 Penalty: 3077.477051
	Iteration 13Q: 3 clusters Score -699998.7 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -700396.187500 Penalty: 3077.477051
	Iteration 14Q: 3 clusters Score -700396.2 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -700772.000000 Penalty: 3077.477051
	Iteration 15Q: 3 clusters Score -700772 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -701114.312500 Penalty: 3077.477051
	Iteration 16Q: 3 clusters Score -701114.3 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -701364.750000 Penalty: 3077.477051
	Iteration 17Q: 3 clusters Score -701364.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -701515.125000 Penalty: 3077.477051
	Iteration 18Q: 3 clusters Score -701515.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -701608.000000 Penalty: 3077.477051
	Iteration 19Q: 3 clusters Score -701608 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -701664.187500 Penalty: 3077.477051
	Iteration 20F: 3 clusters Score -701664.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -701707.250000 Penalty: 3077.477051
	Iteration 21Q: 3 clusters Score -701707.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -701735.937500 Penalty: 3077.477051
	Iteration 22Q: 3 clusters Score -701735.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -701763.187500 Penalty: 3077.477051
	Iteration 23Q: 3 clusters Score -701763.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -701784.437500 Penalty: 3077.477051
	Iteration 24Q: 3 clusters Score -701784.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -701803.000000 Penalty: 3077.477051
	Iteration 25Q: 3 clusters Score -701803 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -701814.437500 Penalty: 3077.477051
	Iteration 26Q: 3 clusters Score -701814.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -701827.250000 Penalty: 3077.477051
	Iteration 27Q: 3 clusters Score -701827.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -701838.812500 Penalty: 3077.477051
	Iteration 28Q: 3 clusters Score -701838.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -701848.187500 Penalty: 3077.477051
	Iteration 29Q: 3 clusters Score -701848.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -701858.250000 Penalty: 3077.477051
	Iteration 30Q: 3 clusters Score -701858.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -701870.437500 Penalty: 3077.477051
	Iteration 31Q: 3 clusters Score -701870.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -701878.562500 Penalty: 3077.477051
	Iteration 32Q: 3 clusters Score -701878.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -701885.312500 Penalty: 3077.477051
	Iteration 33Q: 3 clusters Score -701885.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -701893.062500 Penalty: 3077.477051
	Iteration 34Q: 3 clusters Score -701893.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -701904.687500 Penalty: 3077.477051
	Iteration 35Q: 3 clusters Score -701904.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -701907.750000 Penalty: 3077.477051
	Iteration 36Q: 3 clusters Score -701907.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -701909.250000 Penalty: 3077.477051
	Iteration 37Q: 3 clusters Score -701909.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -701909.937500 Penalty: 3077.477051
	Iteration 38Q: 3 clusters Score -701909.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -701912.250000 Penalty: 3077.477051
	Iteration 39Q: 3 clusters Score -701912.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -701910.625000 Penalty: 3077.477051
	Iteration 40F: 3 clusters Score -701910.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -701912.250000 Penalty: 3077.477051
	Iteration 41Q: 3 clusters Score -701912.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -701913.312500 Penalty: 3077.477051
	Iteration 42Q: 3 clusters Score -701913.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -701913.750000 Penalty: 3077.477051
	Iteration 43Q: 3 clusters Score -701913.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -701915.187500 Penalty: 3077.477051
	Iteration 44Q: 3 clusters Score -701915.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -701915.375000 Penalty: 3077.477051
	Iteration 45Q: 3 clusters Score -701915.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -701915.625000 Penalty: 3077.477051
	Iteration 46Q: 3 clusters Score -701915.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -701914.187500 Penalty: 3077.477051
	Iteration 47Q: 3 clusters Score -701914.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -701917.187500 Penalty: 3077.477051
	Iteration 48Q: 3 clusters Score -701917.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -701917.375000 Penalty: 3077.477051
	Iteration 49Q: 3 clusters Score -701917.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -701917.250000 Penalty: 3077.477051
	Iteration 50Q: 3 clusters Score -701917.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -701917.812500 Penalty: 3077.477051
	Iteration 51Q: 3 clusters Score -701917.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -701916.000000 Penalty: 3077.477051
	Iteration 52Q: 3 clusters Score -701916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -701916.000000 Penalty: 3077.477051
	Iteration 53F: 3 clusters Score -701916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Entering Unmasked Estep 
Score: -98052.554688 Penalty: 1243.692871
	Iteration 0F: 2 clusters Score -98052.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -95882.710938 Penalty: 2487.385742
	Iteration 0F: 3 clusters Score -95882.71 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -96337.109375 Penalty: 2487.385742
	Iteration 1F: 3 clusters Score -96337.11 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -96452.101562 Penalty: 2487.385742
	Iteration 2F: 3 clusters Score -96452.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -96545.484375 Penalty: 2487.385742
	Iteration 3F: 3 clusters Score -96545.48 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -96648.507812 Penalty: 2487.385742
	Iteration 4F: 3 clusters Score -96648.51 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -96743.812500 Penalty: 2487.385742
	Iteration 5F: 3 clusters Score -96743.81 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -96830.859375 Penalty: 2487.385742
	Iteration 6Q: 3 clusters Score -96830.86 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -96924.070312 Penalty: 2487.385742
	Iteration 7Q: 3 clusters Score -96924.07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -97007.398438 Penalty: 2487.385742
	Iteration 8Q: 3 clusters Score -97007.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -97111.265625 Penalty: 2487.385742
	Iteration 9Q: 3 clusters Score -97111.27 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -97197.656250 Penalty: 2487.385742
	Iteration 10Q: 3 clusters Score -97197.66 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -97282.421875 Penalty: 2487.385742
	Iteration 11Q: 3 clusters Score -97282.42 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -97355.851562 Penalty: 2487.385742
	Iteration 12Q: 3 clusters Score -97355.85 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -97410.195312 Penalty: 2487.385742
	Iteration 13Q: 3 clusters Score -97410.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -97446.070312 Penalty: 2487.385742
	Iteration 14Q: 3 clusters Score -97446.07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -97478.000000 Penalty: 2487.385742
	Iteration 15Q: 3 clusters Score -97478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -97499.296875 Penalty: 2487.385742
	Iteration 16Q: 3 clusters Score -97499.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -97515.187500 Penalty: 2487.385742
	Iteration 17Q: 3 clusters Score -97515.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -97527.484375 Penalty: 2487.385742
	Iteration 18Q: 3 clusters Score -97527.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -97536.132812 Penalty: 2487.385742
	Iteration 19Q: 3 clusters Score -97536.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -97540.554688 Penalty: 2487.385742
	Iteration 20F: 3 clusters Score -97540.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -97543.312500 Penalty: 2487.385742
	Iteration 21Q: 3 clusters Score -97543.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -97546.726562 Penalty: 2487.385742
	Iteration 22Q: 3 clusters Score -97546.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -97548.835938 Penalty: 2487.385742
	Iteration 23Q: 3 clusters Score -97548.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -97551.046875 Penalty: 2487.385742
	Iteration 24Q: 3 clusters Score -97551.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -97552.914062 Penalty: 2487.385742
	Iteration 25Q: 3 clusters Score -97552.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -97555.148438 Penalty: 2487.385742
	Iteration 26Q: 3 clusters Score -97555.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -97555.562500 Penalty: 2487.385742
	Iteration 27Q: 3 clusters Score -97555.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -97555.882812 Penalty: 2487.385742
	Iteration 28Q: 3 clusters Score -97555.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -97556.375000 Penalty: 2487.385742
	Iteration 29Q: 3 clusters Score -97556.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -97556.750000 Penalty: 2487.385742
	Iteration 30Q: 3 clusters Score -97556.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -97557.414062 Penalty: 2487.385742
	Iteration 31Q: 3 clusters Score -97557.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -97557.414062 Penalty: 2487.385742
	Iteration 32F: 3 clusters Score -97557.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Entering Unmasked Estep 
Score: -112411.023438 Penalty: 1244.921631
	Iteration 0F: 2 clusters Score -112411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -110211.796875 Penalty: 2489.843262
	Iteration 0F: 3 clusters Score -110211.8 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -110689.570312 Penalty: 2489.843262
	Iteration 1F: 3 clusters Score -110689.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -110809.289062 Penalty: 2489.843262
	Iteration 2F: 3 clusters Score -110809.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -110890.703125 Penalty: 2489.843262
	Iteration 3F: 3 clusters Score -110890.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -110947.601562 Penalty: 2489.843262
	Iteration 4Q: 3 clusters Score -110947.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -110984.882812 Penalty: 2489.843262
	Iteration 5Q: 3 clusters Score -110984.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -111006.164062 Penalty: 2489.843262
	Iteration 6Q: 3 clusters Score -111006.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -111019.585938 Penalty: 2489.843262
	Iteration 7Q: 3 clusters Score -111019.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -111028.203125 Penalty: 2489.843262
	Iteration 8Q: 3 clusters Score -111028.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -111033.796875 Penalty: 2489.843262
	Iteration 9Q: 3 clusters Score -111033.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -111038.914062 Penalty: 2489.843262
	Iteration 10Q: 3 clusters Score -111038.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -111042.765625 Penalty: 2489.843262
	Iteration 11Q: 3 clusters Score -111042.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -111047.734375 Penalty: 2489.843262
	Iteration 12Q: 3 clusters Score -111047.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -111052.117188 Penalty: 2489.843262
	Iteration 13Q: 3 clusters Score -111052.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -111058.070312 Penalty: 2489.843262
	Iteration 14Q: 3 clusters Score -111058.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -111061.148438 Penalty: 2489.843262
	Iteration 15Q: 3 clusters Score -111061.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -111064.484375 Penalty: 2489.843262
	Iteration 16Q: 3 clusters Score -111064.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -111068.757812 Penalty: 2489.843262
	Iteration 17Q: 3 clusters Score -111068.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -111074.007812 Penalty: 2489.843262
	Iteration 18Q: 3 clusters Score -111074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -111078.460938 Penalty: 2489.843262
	Iteration 19Q: 3 clusters Score -111078.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -111080.375000 Penalty: 2489.843262
	Iteration 20F: 3 clusters Score -111080.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -111081.835938 Penalty: 2489.843262
	Iteration 21Q: 3 clusters Score -111081.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -111084.171875 Penalty: 2489.843262
	Iteration 22Q: 3 clusters Score -111084.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -111085.859375 Penalty: 2489.843262
	Iteration 23Q: 3 clusters Score -111085.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -111086.921875 Penalty: 2489.843262
	Iteration 24Q: 3 clusters Score -111086.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -111087.664062 Penalty: 2489.843262
	Iteration 25Q: 3 clusters Score -111087.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -111087.664062 Penalty: 2489.843262
	Iteration 26F: 3 clusters Score -111087.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (154097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154097 members 
Entering Unmasked Estep 
Score: -8006884.000000 Penalty: 1941.117310
	Iteration 0F: 2 clusters Score -8006884 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 77136 members 
Entering Unmasked Estep 
Score: -7903582.500000 Penalty: 3882.234619
	Iteration 0F: 3 clusters Score -7903582 nChanged 74282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75797 members 
Mstep: Class 2 contains 78300 members 
Entering Unmasked Estep 
Score: -7947078.500000 Penalty: 3882.234619
	Iteration 1F: 3 clusters Score -7947078 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74627 members 
Mstep: Class 2 contains 79470 members 
Entering Unmasked Estep 
Score: -7947936.500000 Penalty: 3882.234619
	Iteration 2Q: 3 clusters Score -7947936 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72685 members 
Mstep: Class 2 contains 81412 members 
Entering Unmasked Estep 
Score: -7948997.500000 Penalty: 3882.234619
	Iteration 3Q: 3 clusters Score -7948998 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69610 members 
Mstep: Class 2 contains 84487 members 
Entering Unmasked Estep 
Score: -7950551.500000 Penalty: 3882.234619
	Iteration 4Q: 3 clusters Score -7950552 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64952 members 
Mstep: Class 2 contains 89145 members 
Entering Unmasked Estep 
Score: -7953010.500000 Penalty: 3882.234619
	Iteration 5Q: 3 clusters Score -7953010 nChanged 7886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58294 members 
Mstep: Class 2 contains 95803 members 
Entering Unmasked Estep 
Score: -7956950.000000 Penalty: 3882.234619
	Iteration 6F: 3 clusters Score -7956950 nChanged 9954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49130 members 
Mstep: Class 2 contains 104967 members 
Entering Unmasked Estep 
Score: -7963246.500000 Penalty: 3882.234619
	Iteration 7F: 3 clusters Score -7963246 nChanged 11447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 115954 members 
Entering Unmasked Estep 
Score: -7972011.000000 Penalty: 3882.234619
	Iteration 8F: 3 clusters Score -7972011 nChanged 11538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 127228 members 
Entering Unmasked Estep 
Score: -7981774.000000 Penalty: 3882.234619
	Iteration 9F: 3 clusters Score -7981774 nChanged 9676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 136796 members 
Entering Unmasked Estep 
Score: -7990617.500000 Penalty: 3882.234619
	Iteration 10F: 3 clusters Score -7990618 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 143688 members 
Entering Unmasked Estep 
Score: -7996901.500000 Penalty: 3882.234619
	Iteration 11Q: 3 clusters Score -7996902 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 148056 members 
Entering Unmasked Estep 
Score: -8000858.500000 Penalty: 3882.234619
	Iteration 12Q: 3 clusters Score -8000858 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 150579 members 
Entering Unmasked Estep 
Score: -8003028.000000 Penalty: 3882.234619
	Iteration 13Q: 3 clusters Score -8003028 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 151961 members 
Entering Unmasked Estep 
Score: -8004144.500000 Penalty: 3882.234619
	Iteration 14Q: 3 clusters Score -8004144 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 152626 members 
Entering Unmasked Estep 
Score: -8004658.500000 Penalty: 3882.234619
	Iteration 15Q: 3 clusters Score -8004658 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 152992 members 
Entering Unmasked Estep 
Score: -8004987.000000 Penalty: 3882.234619
	Iteration 16Q: 3 clusters Score -8004987 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 153176 members 
Entering Unmasked Estep 
Score: -8005096.500000 Penalty: 3882.234619
	Iteration 17Q: 3 clusters Score -8005096 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 153270 members 
Entering Unmasked Estep 
Score: -8005167.500000 Penalty: 3882.234619
	Iteration 18Q: 3 clusters Score -8005168 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 153322 members 
Entering Unmasked Estep 
Score: -8005207.500000 Penalty: 3882.234619
	Iteration 19Q: 3 clusters Score -8005208 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 153365 members 
Entering Unmasked Estep 
Score: -8005261.000000 Penalty: 3882.234619
	Iteration 20F: 3 clusters Score -8005261 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 153387 members 
Entering Unmasked Estep 
Score: -8005301.500000 Penalty: 3882.234619
	Iteration 21Q: 3 clusters Score -8005302 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 153404 members 
Entering Unmasked Estep 
Score: -8005319.000000 Penalty: 3882.234619
	Iteration 22Q: 3 clusters Score -8005319 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 153410 members 
Entering Unmasked Estep 
Score: -8005331.000000 Penalty: 3882.234619
	Iteration 23Q: 3 clusters Score -8005331 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 153423 members 
Entering Unmasked Estep 
Score: -8005362.500000 Penalty: 3882.234619
	Iteration 24Q: 3 clusters Score -8005362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 153441 members 
Entering Unmasked Estep 
Score: -8005392.000000 Penalty: 3882.234619
	Iteration 25Q: 3 clusters Score -8005392 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 153470 members 
Entering Unmasked Estep 
Score: -8005422.000000 Penalty: 3882.234619
	Iteration 26Q: 3 clusters Score -8005422 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 153488 members 
Entering Unmasked Estep 
Score: -8005458.500000 Penalty: 3882.234619
	Iteration 27Q: 3 clusters Score -8005458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 153501 members 
Entering Unmasked Estep 
Score: -8005467.000000 Penalty: 3882.234619
	Iteration 28Q: 3 clusters Score -8005467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 153499 members 
Entering Unmasked Estep 
Score: -8005477.000000 Penalty: 3882.234619
	Iteration 29Q: 3 clusters Score -8005477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 153502 members 
Entering Unmasked Estep 
Score: -8005475.500000 Penalty: 3882.234619
	Iteration 30Q: 3 clusters Score -8005476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 153502 members 
Entering Unmasked Estep 
Score: -8005484.000000 Penalty: 3882.234619
	Iteration 31Q: 3 clusters Score -8005484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 153509 members 
Entering Unmasked Estep 
Score: -8005495.000000 Penalty: 3882.234619
	Iteration 32Q: 3 clusters Score -8005495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 153510 members 
Entering Unmasked Estep 
Score: -8005496.500000 Penalty: 3882.234619
	Iteration 33Q: 3 clusters Score -8005496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 153504 members 
Entering Unmasked Estep 
Score: -8005508.500000 Penalty: 3882.234619
	Iteration 34Q: 3 clusters Score -8005508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 153501 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8005497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 153501 members 
Entering Unmasked Estep 
Score: -8005497.000000 Penalty: 3882.234619
	Iteration 36F: 3 clusters Score -8005497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 3985 members 
Mstep: Class 3 contains 9710 members 
Mstep: Class 4 contains 12927 members 
Mstep: Class 5 contains 4913 members 
Mstep: Class 6 contains 4790 members 
Mstep: Class 7 contains 1206 members 
Mstep: Class 8 contains 3946 members 
Mstep: Class 9 contains 13501 members 
Mstep: Class 11 contains 18464 members 
Mstep: Class 12 contains 36819 members 
Mstep: Class 13 contains 46353 members 
Mstep: Class 14 contains 113498 members 
Mstep: Class 15 contains 12954 members 
Mstep: Class 16 contains 2108 members 
Mstep: Class 19 contains 2124 members 
Mstep: Class 20 contains 154097 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 18 clusters Score -2.31406e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 3838 members 
Mstep: Class 3 contains 9726 members 
Mstep: Class 4 contains 12828 members 
Mstep: Class 5 contains 4886 members 
Mstep: Class 6 contains 4783 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 13558 members 
Mstep: Class 11 contains 18395 members 
Mstep: Class 12 contains 36621 members 
Mstep: Class 13 contains 46289 members 
Mstep: Class 14 contains 114092 members 
Mstep: Class 15 contains 12928 members 
Mstep: Class 16 contains 2110 members 
Mstep: Class 19 contains 2127 members 
Mstep: Class 20 contains 154200 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 18 clusters Score -2.314088e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 3693 members 
Mstep: Class 3 contains 9740 members 
Mstep: Class 4 contains 12754 members 
Mstep: Class 5 contains 4863 members 
Mstep: Class 6 contains 4773 members 
Mstep: Class 7 contains 1292 members 
Mstep: Class 8 contains 3978 members 
Mstep: Class 9 contains 13617 members 
Mstep: Class 11 contains 18328 members 
Mstep: Class 12 contains 36402 members 
Mstep: Class 13 contains 46137 members 
Mstep: Class 14 contains 114684 members 
Mstep: Class 15 contains 12906 members 
Mstep: Class 16 contains 2104 members 
Mstep: Class 19 contains 2131 members 
Mstep: Class 20 contains 154300 members 
Entering Unmasked Estep 
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Iteration 81Q: 18 clusters Score -2.314107e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 3572 members 
Mstep: Class 3 contains 9751 members 
Mstep: Class 4 contains 12684 members 
Mstep: Class 5 contains 4836 members 
Mstep: Class 6 contains 4765 members 
Mstep: Class 7 contains 1374 members 
Mstep: Class 8 contains 3997 members 
Mstep: Class 9 contains 13687 members 
Mstep: Class 11 contains 18264 members 
Mstep: Class 12 contains 36189 members 
Mstep: Class 13 contains 45988 members 
Mstep: Class 14 contains 115201 members 
Mstep: Class 15 contains 12888 members 
Mstep: Class 16 contains 2102 members 
Mstep: Class 19 contains 2131 members 
Mstep: Class 20 contains 154406 members 
Entering Unmasked Estep 
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Iteration 82Q: 18 clusters Score -2.31412e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 3433 members 
Mstep: Class 3 contains 9761 members 
Mstep: Class 4 contains 12615 members 
Mstep: Class 5 contains 4807 members 
Mstep: Class 6 contains 4762 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 4017 members 
Mstep: Class 9 contains 13734 members 
Mstep: Class 11 contains 18210 members 
Mstep: Class 12 contains 36028 members 
Mstep: Class 13 contains 45820 members 
Mstep: Class 14 contains 115709 members 
Mstep: Class 15 contains 12876 members 
Mstep: Class 16 contains 2099 members 
Mstep: Class 19 contains 2127 members 
Mstep: Class 20 contains 154491 members 
Entering Unmasked Estep 
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Iteration 83Q: 18 clusters Score -2.314131e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 3304 members 
Mstep: Class 3 contains 9766 members 
Mstep: Class 4 contains 12522 members 
Mstep: Class 5 contains 4790 members 
Mstep: Class 6 contains 4756 members 
Mstep: Class 7 contains 1557 members 
Mstep: Class 8 contains 4033 members 
Mstep: Class 9 contains 13796 members 
Mstep: Class 11 contains 18154 members 
Mstep: Class 12 contains 35882 members 
Mstep: Class 13 contains 45660 members 
Mstep: Class 14 contains 116204 members 
Mstep: Class 15 contains 12862 members 
Mstep: Class 16 contains 2087 members 
Mstep: Class 19 contains 2132 members 
Mstep: Class 20 contains 154574 members 
Entering Unmasked Estep 
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Iteration 84Q: 18 clusters Score -2.314142e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 3193 members 
Mstep: Class 3 contains 9770 members 
Mstep: Class 4 contains 12431 members 
Mstep: Class 5 contains 4776 members 
Mstep: Class 6 contains 4749 members 
Mstep: Class 7 contains 1620 members 
Mstep: Class 8 contains 4050 members 
Mstep: Class 9 contains 13858 members 
Mstep: Class 11 contains 18093 members 
Mstep: Class 12 contains 35736 members 
Mstep: Class 13 contains 45526 members 
Mstep: Class 14 contains 116670 members 
Mstep: Class 15 contains 12847 members 
Mstep: Class 16 contains 2088 members 
Mstep: Class 19 contains 2130 members 
Mstep: Class 20 contains 154644 members 
Entering Unmasked Estep 
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Iteration 85Q: 18 clusters Score -2.314157e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 3061 members 
Mstep: Class 3 contains 9764 members 
Mstep: Class 4 contains 12345 members 
Mstep: Class 5 contains 4762 members 
Mstep: Class 6 contains 4743 members 
Mstep: Class 7 contains 1693 members 
Mstep: Class 8 contains 4068 members 
Mstep: Class 9 contains 13919 members 
Mstep: Class 11 contains 18038 members 
Mstep: Class 12 contains 35592 members 
Mstep: Class 13 contains 45400 members 
Mstep: Class 14 contains 117116 members 
Mstep: Class 15 contains 12825 members 
Mstep: Class 16 contains 2095 members 
Mstep: Class 19 contains 2128 members 
Mstep: Class 20 contains 154717 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 18 clusters Score -2.314174e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 2954 members 
Mstep: Class 3 contains 9771 members 
Mstep: Class 4 contains 12260 members 
Mstep: Class 5 contains 4746 members 
Mstep: Class 6 contains 4742 members 
Mstep: Class 7 contains 1741 members 
Mstep: Class 8 contains 4073 members 
Mstep: Class 9 contains 13972 members 
Mstep: Class 11 contains 17980 members 
Mstep: Class 12 contains 35483 members 
Mstep: Class 13 contains 45269 members 
Mstep: Class 14 contains 117541 members 
Mstep: Class 15 contains 12802 members 
Mstep: Class 16 contains 2100 members 
Mstep: Class 19 contains 2129 members 
Mstep: Class 20 contains 154776 members 
Entering Unmasked Estep 
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Iteration 87Q: 18 clusters Score -2.314178e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 2854 members 
Mstep: Class 3 contains 9781 members 
Mstep: Class 4 contains 12186 members 
Mstep: Class 5 contains 4731 members 
Mstep: Class 6 contains 4739 members 
Mstep: Class 7 contains 1782 members 
Mstep: Class 8 contains 4080 members 
Mstep: Class 9 contains 14033 members 
Mstep: Class 11 contains 17920 members 
Mstep: Class 12 contains 35365 members 
Mstep: Class 13 contains 45153 members 
Mstep: Class 14 contains 117930 members 
Mstep: Class 15 contains 12795 members 
Mstep: Class 16 contains 2104 members 
Mstep: Class 19 contains 2132 members 
Mstep: Class 20 contains 154826 members 
Entering Unmasked Estep 
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Iteration 88Q: 18 clusters Score -2.314178e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 2757 members 
Mstep: Class 3 contains 9794 members 
Mstep: Class 4 contains 12126 members 
Mstep: Class 5 contains 4716 members 
Mstep: Class 6 contains 4736 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 8 contains 4089 members 
Mstep: Class 9 contains 14078 members 
Mstep: Class 11 contains 17871 members 
Mstep: Class 12 contains 35244 members 
Mstep: Class 13 contains 45048 members 
Mstep: Class 14 contains 118302 members 
Mstep: Class 15 contains 12777 members 
Mstep: Class 16 contains 2108 members 
Mstep: Class 19 contains 2139 members 
Mstep: Class 20 contains 154863 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 89Q: 18 clusters Score -2.314195e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 2667 members 
Mstep: Class 3 contains 9800 members 
Mstep: Class 4 contains 12062 members 
Mstep: Class 5 contains 4701 members 
Mstep: Class 6 contains 4732 members 
Mstep: Class 7 contains 1855 members 
Mstep: Class 8 contains 4093 members 
Mstep: Class 9 contains 14148 members 
Mstep: Class 11 contains 17833 members 
Mstep: Class 12 contains 35114 members 
Mstep: Class 13 contains 44944 members 
Mstep: Class 14 contains 118655 members 
Mstep: Class 15 contains 12755 members 
Mstep: Class 16 contains 2113 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 154911 members 
Entering Unmasked Estep 
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Score: -23142034.000000 Penalty: 36036.289062
Iteration 90Q: 18 clusters Score -2.314203e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 2561 members 
Mstep: Class 3 contains 9803 members 
Mstep: Class 4 contains 12002 members 
Mstep: Class 5 contains 4685 members 
Mstep: Class 6 contains 4730 members 
Mstep: Class 7 contains 1887 members 
Mstep: Class 8 contains 4098 members 
Mstep: Class 9 contains 14217 members 
Mstep: Class 11 contains 17800 members 
Mstep: Class 12 contains 34999 members 
Mstep: Class 13 contains 44838 members 
Mstep: Class 14 contains 119008 members 
Mstep: Class 15 contains 12724 members 
Mstep: Class 16 contains 2113 members 
Mstep: Class 19 contains 2150 members 
Mstep: Class 20 contains 154972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142126.000000 Penalty: 36036.289062
Iteration 91Q: 18 clusters Score -2.314213e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 2461 members 
Mstep: Class 3 contains 9810 members 
Mstep: Class 4 contains 11956 members 
Mstep: Class 5 contains 4669 members 
Mstep: Class 6 contains 4728 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 4106 members 
Mstep: Class 9 contains 14284 members 
Mstep: Class 11 contains 17758 members 
Mstep: Class 12 contains 34869 members 
Mstep: Class 13 contains 44743 members 
Mstep: Class 14 contains 119361 members 
Mstep: Class 15 contains 12710 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 19 contains 2160 members 
Mstep: Class 20 contains 155002 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 92Q: 18 clusters Score -2.314213e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 9813 members 
Mstep: Class 4 contains 11887 members 
Mstep: Class 5 contains 4656 members 
Mstep: Class 6 contains 4725 members 
Mstep: Class 7 contains 1933 members 
Mstep: Class 8 contains 4110 members 
Mstep: Class 9 contains 14338 members 
Mstep: Class 11 contains 17719 members 
Mstep: Class 12 contains 34736 members 
Mstep: Class 13 contains 44681 members 
Mstep: Class 14 contains 119717 members 
Mstep: Class 15 contains 12680 members 
Mstep: Class 16 contains 2119 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 20 contains 155035 members 
Entering Unmasked Estep 
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Iteration 93Q: 18 clusters Score -2.314217e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 2312 members 
Mstep: Class 3 contains 9814 members 
Mstep: Class 4 contains 11826 members 
Mstep: Class 5 contains 4638 members 
Mstep: Class 6 contains 4725 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 4115 members 
Mstep: Class 9 contains 14376 members 
Mstep: Class 11 contains 17680 members 
Mstep: Class 12 contains 34622 members 
Mstep: Class 13 contains 44617 members 
Mstep: Class 14 contains 120083 members 
Mstep: Class 15 contains 12646 members 
Mstep: Class 16 contains 2119 members 
Mstep: Class 19 contains 2163 members 
Mstep: Class 20 contains 155076 members 
Entering Unmasked Estep 
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Iteration 94Q: 18 clusters Score -2.314225e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 9826 members 
Mstep: Class 4 contains 11755 members 
Mstep: Class 5 contains 4635 members 
Mstep: Class 6 contains 4722 members 
Mstep: Class 7 contains 1957 members 
Mstep: Class 8 contains 4116 members 
Mstep: Class 9 contains 14408 members 
Mstep: Class 11 contains 17640 members 
Mstep: Class 12 contains 34513 members 
Mstep: Class 13 contains 44561 members 
Mstep: Class 14 contains 120409 members 
Mstep: Class 15 contains 12616 members 
Mstep: Class 16 contains 2119 members 
Mstep: Class 19 contains 2167 members 
Mstep: Class 20 contains 155118 members 
Entering Unmasked Estep 
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Iteration 95Q: 18 clusters Score -2.314228e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 2209 members 
Mstep: Class 3 contains 9829 members 
Mstep: Class 4 contains 11688 members 
Mstep: Class 5 contains 4627 members 
Mstep: Class 6 contains 4715 members 
Mstep: Class 7 contains 1964 members 
Mstep: Class 8 contains 4122 members 
Mstep: Class 9 contains 14438 members 
Mstep: Class 11 contains 17596 members 
Mstep: Class 12 contains 34382 members 
Mstep: Class 13 contains 44505 members 
Mstep: Class 14 contains 120773 members 
Mstep: Class 15 contains 12594 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 19 contains 2173 members 
Mstep: Class 20 contains 155144 members 
Entering Unmasked Estep 
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Iteration 96Q: 18 clusters Score -2.314229e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 2180 members 
Mstep: Class 3 contains 9836 members 
Mstep: Class 4 contains 11634 members 
Mstep: Class 5 contains 4614 members 
Mstep: Class 6 contains 4715 members 
Mstep: Class 7 contains 1967 members 
Mstep: Class 8 contains 4124 members 
Mstep: Class 9 contains 14446 members 
Mstep: Class 11 contains 17563 members 
Mstep: Class 12 contains 34268 members 
Mstep: Class 13 contains 44437 members 
Mstep: Class 14 contains 121116 members 
Mstep: Class 15 contains 12573 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 19 contains 2179 members 
Mstep: Class 20 contains 155160 members 
Entering Unmasked Estep 
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Iteration 97Q: 18 clusters Score -2.314234e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 2130 members 
Mstep: Class 3 contains 9841 members 
Mstep: Class 4 contains 11571 members 
Mstep: Class 5 contains 4600 members 
Mstep: Class 6 contains 4720 members 
Mstep: Class 7 contains 1976 members 
Mstep: Class 8 contains 4137 members 
Mstep: Class 9 contains 14467 members 
Mstep: Class 11 contains 17530 members 
Mstep: Class 12 contains 34163 members 
Mstep: Class 13 contains 44360 members 
Mstep: Class 14 contains 121465 members 
Mstep: Class 15 contains 12550 members 
Mstep: Class 16 contains 2107 members 
Mstep: Class 19 contains 2184 members 
Mstep: Class 20 contains 155161 members 
Entering Unmasked Estep 
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Iteration 98Q: 18 clusters Score -2.314231e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 2083 members 
Mstep: Class 3 contains 9845 members 
Mstep: Class 4 contains 11532 members 
Mstep: Class 5 contains 4585 members 
Mstep: Class 6 contains 4719 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 4146 members 
Mstep: Class 9 contains 14472 members 
Mstep: Class 11 contains 17493 members 
Mstep: Class 12 contains 34066 members 
Mstep: Class 13 contains 44293 members 
Mstep: Class 14 contains 121807 members 
Mstep: Class 15 contains 12539 members 
Mstep: Class 16 contains 2111 members 
Mstep: Class 19 contains 2189 members 
Mstep: Class 20 contains 155145 members 
Entering Unmasked Estep 
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Iteration 99Q: 18 clusters Score -2.31423e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 2049 members 
Mstep: Class 3 contains 9844 members 
Mstep: Class 4 contains 11482 members 
Mstep: Class 5 contains 4569 members 
Mstep: Class 6 contains 4718 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 4155 members 
Mstep: Class 9 contains 14474 members 
Mstep: Class 11 contains 17464 members 
Mstep: Class 12 contains 33973 members 
Mstep: Class 13 contains 44239 members 
Mstep: Class 14 contains 122154 members 
Mstep: Class 15 contains 12522 members 
Mstep: Class 16 contains 2111 members 
Mstep: Class 19 contains 2192 members 
Mstep: Class 20 contains 155131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142306.000000 Penalty: 36036.289062
Iteration 100F: 18 clusters Score -2.314231e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 2012 members 
Mstep: Class 3 contains 9848 members 
Mstep: Class 4 contains 11434 members 
Mstep: Class 5 contains 4556 members 
Mstep: Class 6 contains 4713 members 
Mstep: Class 7 contains 1996 members 
Mstep: Class 8 contains 4163 members 
Mstep: Class 9 contains 14470 members 
Mstep: Class 11 contains 17428 members 
Mstep: Class 12 contains 33890 members 
Mstep: Class 13 contains 44176 members 
Mstep: Class 14 contains 122501 members 
Mstep: Class 15 contains 12505 members 
Mstep: Class 16 contains 2111 members 
Mstep: Class 19 contains 2196 members 
Mstep: Class 20 contains 155107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142344.000000 Penalty: 36036.289062
Iteration 101Q: 18 clusters Score -2.314234e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 1972 members 
Mstep: Class 3 contains 9847 members 
Mstep: Class 4 contains 11401 members 
Mstep: Class 5 contains 4544 members 
Mstep: Class 6 contains 4709 members 
Mstep: Class 7 contains 1999 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 14450 members 
Mstep: Class 11 contains 17397 members 
Mstep: Class 12 contains 33827 members 
Mstep: Class 13 contains 44117 members 
Mstep: Class 14 contains 122851 members 
Mstep: Class 15 contains 12491 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 19 contains 2199 members 
Mstep: Class 20 contains 155074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142430.000000 Penalty: 36036.289062
Iteration 102Q: 18 clusters Score -2.314243e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 1944 members 
Mstep: Class 3 contains 9854 members 
Mstep: Class 4 contains 11371 members 
Mstep: Class 5 contains 4530 members 
Mstep: Class 6 contains 4709 members 
Mstep: Class 7 contains 2006 members 
Mstep: Class 8 contains 4178 members 
Mstep: Class 9 contains 14431 members 
Mstep: Class 11 contains 17369 members 
Mstep: Class 12 contains 33764 members 
Mstep: Class 13 contains 44065 members 
Mstep: Class 14 contains 123154 members 
Mstep: Class 15 contains 12472 members 
Mstep: Class 16 contains 2111 members 
Mstep: Class 19 contains 2201 members 
Mstep: Class 20 contains 155061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142468.000000 Penalty: 36036.289062
Iteration 103Q: 18 clusters Score -2.314247e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 1917 members 
Mstep: Class 3 contains 9854 members 
Mstep: Class 4 contains 11342 members 
Mstep: Class 5 contains 4519 members 
Mstep: Class 6 contains 4705 members 
Mstep: Class 7 contains 2011 members 
Mstep: Class 8 contains 4179 members 
Mstep: Class 9 contains 14408 members 
Mstep: Class 11 contains 17334 members 
Mstep: Class 12 contains 33692 members 
Mstep: Class 13 contains 44027 members 
Mstep: Class 14 contains 123478 members 
Mstep: Class 15 contains 12459 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 19 contains 2200 members 
Mstep: Class 20 contains 155047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142414.000000 Penalty: 36036.289062
Iteration 104Q: 18 clusters Score -2.314241e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 1889 members 
Mstep: Class 3 contains 9858 members 
Mstep: Class 4 contains 11311 members 
Mstep: Class 5 contains 4508 members 
Mstep: Class 6 contains 4698 members 
Mstep: Class 7 contains 2020 members 
Mstep: Class 8 contains 4178 members 
Mstep: Class 9 contains 14400 members 
Mstep: Class 11 contains 17308 members 
Mstep: Class 12 contains 33616 members 
Mstep: Class 13 contains 43988 members 
Mstep: Class 14 contains 123816 members 
Mstep: Class 15 contains 12442 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 19 contains 2201 members 
Mstep: Class 20 contains 155016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142498.000000 Penalty: 36036.289062
Iteration 105Q: 18 clusters Score -2.31425e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 1859 members 
Mstep: Class 3 contains 9861 members 
Mstep: Class 4 contains 11279 members 
Mstep: Class 5 contains 4499 members 
Mstep: Class 6 contains 4693 members 
Mstep: Class 7 contains 2029 members 
Mstep: Class 8 contains 4176 members 
Mstep: Class 9 contains 14388 members 
Mstep: Class 11 contains 17282 members 
Mstep: Class 12 contains 33545 members 
Mstep: Class 13 contains 43934 members 
Mstep: Class 14 contains 124159 members 
Mstep: Class 15 contains 12432 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 19 contains 2200 members 
Mstep: Class 20 contains 154996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142548.000000 Penalty: 36036.289062
Iteration 106Q: 18 clusters Score -2.314255e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 1837 members 
Mstep: Class 3 contains 9867 members 
Mstep: Class 4 contains 11244 members 
Mstep: Class 5 contains 4490 members 
Mstep: Class 6 contains 4694 members 
Mstep: Class 7 contains 2028 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 14365 members 
Mstep: Class 11 contains 17258 members 
Mstep: Class 12 contains 33495 members 
Mstep: Class 13 contains 43897 members 
Mstep: Class 14 contains 124477 members 
Mstep: Class 15 contains 12418 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 19 contains 2203 members 
Mstep: Class 20 contains 154965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142592.000000 Penalty: 36036.289062
Iteration 107Q: 18 clusters Score -2.314259e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 9870 members 
Mstep: Class 4 contains 11215 members 
Mstep: Class 5 contains 4476 members 
Mstep: Class 6 contains 4693 members 
Mstep: Class 7 contains 2030 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 14350 members 
Mstep: Class 11 contains 17236 members 
Mstep: Class 12 contains 33433 members 
Mstep: Class 13 contains 43855 members 
Mstep: Class 14 contains 124797 members 
Mstep: Class 15 contains 12403 members 
Mstep: Class 16 contains 2116 members 
Mstep: Class 19 contains 2203 members 
Mstep: Class 20 contains 154919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142616.000000 Penalty: 36036.289062
Iteration 108Q: 18 clusters Score -2.314262e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 1796 members 
Mstep: Class 3 contains 9872 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 4470 members 
Mstep: Class 6 contains 4695 members 
Mstep: Class 7 contains 2033 members 
Mstep: Class 8 contains 4176 members 
Mstep: Class 9 contains 14333 members 
Mstep: Class 11 contains 17212 members 
Mstep: Class 12 contains 33366 members 
Mstep: Class 13 contains 43827 members 
Mstep: Class 14 contains 125115 members 
Mstep: Class 15 contains 12392 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 19 contains 2207 members 
Mstep: Class 20 contains 154878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142690.000000 Penalty: 36036.289062
Iteration 109Q: 18 clusters Score -2.314269e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 1772 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 11147 members 
Mstep: Class 5 contains 4457 members 
Mstep: Class 6 contains 4697 members 
Mstep: Class 7 contains 2034 members 
Mstep: Class 8 contains 4178 members 
Mstep: Class 9 contains 14306 members 
Mstep: Class 11 contains 17182 members 
Mstep: Class 12 contains 33288 members 
Mstep: Class 13 contains 43795 members 
Mstep: Class 14 contains 125460 members 
Mstep: Class 15 contains 12379 members 
Mstep: Class 16 contains 2111 members 
Mstep: Class 19 contains 2212 members 
Mstep: Class 20 contains 154844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142724.000000 Penalty: 36036.289062
Iteration 110Q: 18 clusters Score -2.314272e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 9882 members 
Mstep: Class 4 contains 11106 members 
Mstep: Class 5 contains 4443 members 
Mstep: Class 6 contains 4699 members 
Mstep: Class 7 contains 2040 members 
Mstep: Class 8 contains 4181 members 
Mstep: Class 9 contains 14282 members 
Mstep: Class 11 contains 17149 members 
Mstep: Class 12 contains 33231 members 
Mstep: Class 13 contains 43746 members 
Mstep: Class 14 contains 125777 members 
Mstep: Class 15 contains 12359 members 
Mstep: Class 16 contains 2107 members 
Mstep: Class 19 contains 2218 members 
Mstep: Class 20 contains 154830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142826.000000 Penalty: 36036.289062
Iteration 111Q: 18 clusters Score -2.314283e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 1728 members 
Mstep: Class 3 contains 9882 members 
Mstep: Class 4 contains 11072 members 
Mstep: Class 5 contains 4433 members 
Mstep: Class 6 contains 4702 members 
Mstep: Class 7 contains 2043 members 
Mstep: Class 8 contains 4181 members 
Mstep: Class 9 contains 14250 members 
Mstep: Class 11 contains 17120 members 
Mstep: Class 12 contains 33172 members 
Mstep: Class 13 contains 43696 members 
Mstep: Class 14 contains 126081 members 
Mstep: Class 15 contains 12344 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 19 contains 2223 members 
Mstep: Class 20 contains 154814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142822.000000 Penalty: 36036.289062
Iteration 112Q: 18 clusters Score -2.314282e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 1712 members 
Mstep: Class 3 contains 9888 members 
Mstep: Class 4 contains 11036 members 
Mstep: Class 5 contains 4427 members 
Mstep: Class 6 contains 4703 members 
Mstep: Class 7 contains 2049 members 
Mstep: Class 8 contains 4181 members 
Mstep: Class 9 contains 14224 members 
Mstep: Class 11 contains 17084 members 
Mstep: Class 12 contains 33106 members 
Mstep: Class 13 contains 43650 members 
Mstep: Class 14 contains 126385 members 
Mstep: Class 15 contains 12325 members 
Mstep: Class 16 contains 2100 members 
Mstep: Class 19 contains 2229 members 
Mstep: Class 20 contains 154788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142852.000000 Penalty: 36036.289062
Iteration 113Q: 18 clusters Score -2.314285e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 1689 members 
Mstep: Class 3 contains 9893 members 
Mstep: Class 4 contains 11010 members 
Mstep: Class 5 contains 4424 members 
Mstep: Class 6 contains 4699 members 
Mstep: Class 7 contains 2049 members 
Mstep: Class 8 contains 4180 members 
Mstep: Class 9 contains 14199 members 
Mstep: Class 11 contains 17047 members 
Mstep: Class 12 contains 33043 members 
Mstep: Class 13 contains 43601 members 
Mstep: Class 14 contains 126696 members 
Mstep: Class 15 contains 12308 members 
Mstep: Class 16 contains 2098 members 
Mstep: Class 19 contains 2233 members 
Mstep: Class 20 contains 154771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142886.000000 Penalty: 36036.289062
Iteration 114Q: 18 clusters Score -2.314289e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 1664 members 
Mstep: Class 3 contains 9899 members 
Mstep: Class 4 contains 10985 members 
Mstep: Class 5 contains 4419 members 
Mstep: Class 6 contains 4690 members 
Mstep: Class 7 contains 2048 members 
Mstep: Class 8 contains 4185 members 
Mstep: Class 9 contains 14165 members 
Mstep: Class 11 contains 17012 members 
Mstep: Class 12 contains 32979 members 
Mstep: Class 13 contains 43559 members 
Mstep: Class 14 contains 127012 members 
Mstep: Class 15 contains 12296 members 
Mstep: Class 16 contains 2096 members 
Mstep: Class 19 contains 2234 members 
Mstep: Class 20 contains 154755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142958.000000 Penalty: 36036.289062
Iteration 115Q: 18 clusters Score -2.314296e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 1636 members 
Mstep: Class 3 contains 9901 members 
Mstep: Class 4 contains 10965 members 
Mstep: Class 5 contains 4418 members 
Mstep: Class 6 contains 4683 members 
Mstep: Class 7 contains 2052 members 
Mstep: Class 8 contains 4191 members 
Mstep: Class 9 contains 14135 members 
Mstep: Class 11 contains 16977 members 
Mstep: Class 12 contains 32914 members 
Mstep: Class 13 contains 43519 members 
Mstep: Class 14 contains 127316 members 
Mstep: Class 15 contains 12281 members 
Mstep: Class 16 contains 2095 members 
Mstep: Class 19 contains 2236 members 
Mstep: Class 20 contains 154724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142984.000000 Penalty: 36036.289062
Iteration 116Q: 18 clusters Score -2.314298e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 9900 members 
Mstep: Class 4 contains 10947 members 
Mstep: Class 5 contains 4418 members 
Mstep: Class 6 contains 4682 members 
Mstep: Class 7 contains 2056 members 
Mstep: Class 8 contains 4189 members 
Mstep: Class 9 contains 14117 members 
Mstep: Class 11 contains 16937 members 
Mstep: Class 12 contains 32848 members 
Mstep: Class 13 contains 43463 members 
Mstep: Class 14 contains 127636 members 
Mstep: Class 15 contains 12266 members 
Mstep: Class 16 contains 2093 members 
Mstep: Class 19 contains 2240 members 
Mstep: Class 20 contains 154680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23143004.000000 Penalty: 36036.289062
Iteration 117Q: 18 clusters Score -2.3143e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 1616 members 
Mstep: Class 3 contains 9903 members 
Mstep: Class 4 contains 10919 members 
Mstep: Class 5 contains 4414 members 
Mstep: Class 6 contains 4681 members 
Mstep: Class 7 contains 2060 members 
Mstep: Class 8 contains 4196 members 
Mstep: Class 9 contains 14081 members 
Mstep: Class 11 contains 16900 members 
Mstep: Class 12 contains 32785 members 
Mstep: Class 13 contains 43415 members 
Mstep: Class 14 contains 127936 members 
Mstep: Class 15 contains 12249 members 
Mstep: Class 16 contains 2093 members 
Mstep: Class 19 contains 2243 members 
Mstep: Class 20 contains 154643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142994.000000 Penalty: 36036.289062
Iteration 118Q: 18 clusters Score -2.314299e+07 nChanged 429
Entering ConstructFrom: 
Score: -23142994.000000 Penalty: 36036.289062
Entering ConstructFrom: 
Trying to split cluster 1 (18510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Entering Unmasked Estep 
Score: -991748.437500 Penalty: 1596.735718
	Iteration 0F: 2 clusters Score -991748.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -979122.625000 Penalty: 3193.471436
	Iteration 0F: 3 clusters Score -979122.6 nChanged 8354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -983777.375000 Penalty: 3193.471436
	Iteration 1F: 3 clusters Score -983777.4 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -984196.000000 Penalty: 3193.471436
	Iteration 2F: 3 clusters Score -984196 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -984626.750000 Penalty: 3193.471436
	Iteration 3F: 3 clusters Score -984626.8 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -985166.687500 Penalty: 3193.471436
	Iteration 4F: 3 clusters Score -985166.7 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -985946.687500 Penalty: 3193.471436
	Iteration 5F: 3 clusters Score -985946.7 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -987018.625000 Penalty: 3193.471436
	Iteration 6F: 3 clusters Score -987018.6 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -988147.500000 Penalty: 3193.471436
	Iteration 7F: 3 clusters Score -988147.5 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -989112.625000 Penalty: 3193.471436
	Iteration 8F: 3 clusters Score -989112.6 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -989687.812500 Penalty: 3193.471436
	Iteration 9Q: 3 clusters Score -989687.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -989998.687500 Penalty: 3193.471436
	Iteration 10Q: 3 clusters Score -989998.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -990140.687500 Penalty: 3193.471436
	Iteration 11Q: 3 clusters Score -990140.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -990198.500000 Penalty: 3193.471436
	Iteration 12Q: 3 clusters Score -990198.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -990239.937500 Penalty: 3193.471436
	Iteration 13Q: 3 clusters Score -990239.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -990267.812500 Penalty: 3193.471436
	Iteration 14Q: 3 clusters Score -990267.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -990288.312500 Penalty: 3193.471436
	Iteration 15Q: 3 clusters Score -990288.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -990302.812500 Penalty: 3193.471436
	Iteration 16Q: 3 clusters Score -990302.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -990309.562500 Penalty: 3193.471436
	Iteration 17Q: 3 clusters Score -990309.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -990316.375000 Penalty: 3193.471436
	Iteration 18Q: 3 clusters Score -990316.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -990317.312500 Penalty: 3193.471436
	Iteration 19Q: 3 clusters Score -990317.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -990318.375000 Penalty: 3193.471436
	Iteration 20F: 3 clusters Score -990318.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -990319.812500 Penalty: 3193.471436
	Iteration 21Q: 3 clusters Score -990319.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -990319.812500 Penalty: 3193.471436
	Iteration 22F: 3 clusters Score -990319.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Entering Unmasked Estep 
Score: -87467.359375 Penalty: 1198.987305
	Iteration 0F: 2 clusters Score -87467.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -85629.117188 Penalty: 2397.974609
	Iteration 0F: 3 clusters Score -85629.12 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -85948.109375 Penalty: 2397.974609
	Iteration 1F: 3 clusters Score -85948.11 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -86034.750000 Penalty: 2397.974609
	Iteration 2F: 3 clusters Score -86034.75 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -86085.093750 Penalty: 2397.974609
	Iteration 3Q: 3 clusters Score -86085.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -86110.132812 Penalty: 2397.974609
	Iteration 4Q: 3 clusters Score -86110.13 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -86131.171875 Penalty: 2397.974609
	Iteration 5Q: 3 clusters Score -86131.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -86147.226562 Penalty: 2397.974609
	Iteration 6Q: 3 clusters Score -86147.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -86158.429688 Penalty: 2397.974609
	Iteration 7Q: 3 clusters Score -86158.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -86166.656250 Penalty: 2397.974609
	Iteration 8Q: 3 clusters Score -86166.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -86170.296875 Penalty: 2397.974609
	Iteration 9Q: 3 clusters Score -86170.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -86172.859375 Penalty: 2397.974609
	Iteration 10Q: 3 clusters Score -86172.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -86173.921875 Penalty: 2397.974609
	Iteration 11Q: 3 clusters Score -86173.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -86175.000000 Penalty: 2397.974609
	Iteration 12Q: 3 clusters Score -86175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -86177.171875 Penalty: 2397.974609
	Iteration 13Q: 3 clusters Score -86177.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -86180.132812 Penalty: 2397.974609
	Iteration 14Q: 3 clusters Score -86180.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -86183.320312 Penalty: 2397.974609
	Iteration 15Q: 3 clusters Score -86183.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -86185.804688 Penalty: 2397.974609
	Iteration 16Q: 3 clusters Score -86185.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -86189.117188 Penalty: 2397.974609
	Iteration 17Q: 3 clusters Score -86189.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -86194.039062 Penalty: 2397.974609
	Iteration 18Q: 3 clusters Score -86194.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -86196.859375 Penalty: 2397.974609
	Iteration 19Q: 3 clusters Score -86196.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -86199.429688 Penalty: 2397.974609
	Iteration 20F: 3 clusters Score -86199.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -86201.968750 Penalty: 2397.974609
	Iteration 21Q: 3 clusters Score -86201.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -86205.390625 Penalty: 2397.974609
	Iteration 22Q: 3 clusters Score -86205.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -86208.210938 Penalty: 2397.974609
	Iteration 23Q: 3 clusters Score -86208.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -86209.695312 Penalty: 2397.974609
	Iteration 24Q: 3 clusters Score -86209.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -86211.304688 Penalty: 2397.974609
	Iteration 25Q: 3 clusters Score -86211.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -86212.562500 Penalty: 2397.974609
	Iteration 26Q: 3 clusters Score -86212.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -86214.718750 Penalty: 2397.974609
	Iteration 27Q: 3 clusters Score -86214.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -86215.335938 Penalty: 2397.974609
	Iteration 28Q: 3 clusters Score -86215.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -86215.335938 Penalty: 2397.974609
	Iteration 29F: 3 clusters Score -86215.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Entering Unmasked Estep 
Score: -484246.625000 Penalty: 1495.129272
	Iteration 0F: 2 clusters Score -484246.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -477090.406250 Penalty: 2990.258545
	Iteration 0F: 3 clusters Score -477090.4 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -479875.343750 Penalty: 2990.258545
	Iteration 1F: 3 clusters Score -479875.3 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -480828.593750 Penalty: 2990.258545
	Iteration 2F: 3 clusters Score -480828.6 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -482018.343750 Penalty: 2990.258545
	Iteration 3F: 3 clusters Score -482018.3 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -483053.343750 Penalty: 2990.258545
	Iteration 4F: 3 clusters Score -483053.3 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -483714.375000 Penalty: 2990.258545
	Iteration 5F: 3 clusters Score -483714.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -484079.656250 Penalty: 2990.258545
	Iteration 6F: 3 clusters Score -484079.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -484230.875000 Penalty: 2990.258545
	Iteration 7Q: 3 clusters Score -484230.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -484311.093750 Penalty: 2990.258545
	Iteration 8Q: 3 clusters Score -484311.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -484354.312500 Penalty: 2990.258545
	Iteration 9Q: 3 clusters Score -484354.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -484379.562500 Penalty: 2990.258545
	Iteration 10Q: 3 clusters Score -484379.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -484403.687500 Penalty: 2990.258545
	Iteration 11Q: 3 clusters Score -484403.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -484424.656250 Penalty: 2990.258545
	Iteration 12Q: 3 clusters Score -484424.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -484446.687500 Penalty: 2990.258545
	Iteration 13Q: 3 clusters Score -484446.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -484469.000000 Penalty: 2990.258545
	Iteration 14Q: 3 clusters Score -484469 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -484482.625000 Penalty: 2990.258545
	Iteration 15Q: 3 clusters Score -484482.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -484490.343750 Penalty: 2990.258545
	Iteration 16Q: 3 clusters Score -484490.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -484495.250000 Penalty: 2990.258545
	Iteration 17Q: 3 clusters Score -484495.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -484501.031250 Penalty: 2990.258545
	Iteration 18Q: 3 clusters Score -484501 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -484506.843750 Penalty: 2990.258545
	Iteration 19Q: 3 clusters Score -484506.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -484511.250000 Penalty: 2990.258545
	Iteration 20F: 3 clusters Score -484511.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -484515.093750 Penalty: 2990.258545
	Iteration 21Q: 3 clusters Score -484515.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -484518.531250 Penalty: 2990.258545
	Iteration 22Q: 3 clusters Score -484518.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -484521.062500 Penalty: 2990.258545
	Iteration 23Q: 3 clusters Score -484521.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -484521.437500 Penalty: 2990.258545
	Iteration 24Q: 3 clusters Score -484521.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -484524.875000 Penalty: 2990.258545
	Iteration 25Q: 3 clusters Score -484524.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -484526.500000 Penalty: 2990.258545
	Iteration 26Q: 3 clusters Score -484526.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -484527.906250 Penalty: 2990.258545
	Iteration 27Q: 3 clusters Score -484527.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -484527.281250 Penalty: 2990.258545
	Iteration 28Q: 3 clusters Score -484527.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -484528.531250 Penalty: 2990.258545
	Iteration 29Q: 3 clusters Score -484528.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -484529.156250 Penalty: 2990.258545
	Iteration 30Q: 3 clusters Score -484529.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -484529.281250 Penalty: 2990.258545
	Iteration 31Q: 3 clusters Score -484529.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -484530.593750 Penalty: 2990.258545
	Iteration 32Q: 3 clusters Score -484530.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -484532.375000 Penalty: 2990.258545
	Iteration 33Q: 3 clusters Score -484532.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -484532.375000 Penalty: 2990.258545
	Iteration 34F: 3 clusters Score -484532.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 1601 members 
Mstep: Class 3 contains 1395 members 
Mstep: Class 4 contains 10898 members 
Mstep: Class 5 contains 4407 members 
Mstep: Class 6 contains 4678 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 4204 members 
Mstep: Class 9 contains 14045 members 
Mstep: Class 10 contains 8510 members 
Mstep: Class 11 contains 16872 members 
Mstep: Class 12 contains 32715 members 
Mstep: Class 13 contains 43359 members 
Mstep: Class 14 contains 128262 members 
Mstep: Class 15 contains 12235 members 
Mstep: Class 16 contains 2094 members 
Mstep: Class 19 contains 2245 members 
Mstep: Class 20 contains 154592 members 
Entering Unmasked Estep 
Score: -23142492.000000 Penalty: 38156.070312
Splitting cluster 3 changes total score from -23142994.000000 to -23142492.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (10898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Entering Unmasked Estep 
Score: -584389.812500 Penalty: 1510.654297
	Iteration 0F: 2 clusters Score -584389.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -576654.625000 Penalty: 3021.308594
	Iteration 0F: 3 clusters Score -576654.6 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -579086.562500 Penalty: 3021.308594
	Iteration 1F: 3 clusters Score -579086.6 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -579335.062500 Penalty: 3021.308594
	Iteration 2F: 3 clusters Score -579335.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -579518.812500 Penalty: 3021.308594
	Iteration 3Q: 3 clusters Score -579518.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -579683.937500 Penalty: 3021.308594
	Iteration 4Q: 3 clusters Score -579683.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -579838.500000 Penalty: 3021.308594
	Iteration 5Q: 3 clusters Score -579838.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -579983.437500 Penalty: 3021.308594
	Iteration 6Q: 3 clusters Score -579983.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -580125.187500 Penalty: 3021.308594
	Iteration 7Q: 3 clusters Score -580125.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -580300.875000 Penalty: 3021.308594
	Iteration 8Q: 3 clusters Score -580300.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -580516.187500 Penalty: 3021.308594
	Iteration 9Q: 3 clusters Score -580516.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -580813.562500 Penalty: 3021.308594
	Iteration 10Q: 3 clusters Score -580813.6 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -581225.687500 Penalty: 3021.308594
	Iteration 11F: 3 clusters Score -581225.7 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -581640.875000 Penalty: 3021.308594
	Iteration 12F: 3 clusters Score -581640.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -582011.937500 Penalty: 3021.308594
	Iteration 13Q: 3 clusters Score -582011.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -582319.375000 Penalty: 3021.308594
	Iteration 14Q: 3 clusters Score -582319.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -582534.062500 Penalty: 3021.308594
	Iteration 15Q: 3 clusters Score -582534.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -582661.062500 Penalty: 3021.308594
	Iteration 16Q: 3 clusters Score -582661.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -582761.000000 Penalty: 3021.308594
	Iteration 17Q: 3 clusters Score -582761 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -582816.312500 Penalty: 3021.308594
	Iteration 18Q: 3 clusters Score -582816.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -582859.312500 Penalty: 3021.308594
	Iteration 19Q: 3 clusters Score -582859.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -582895.312500 Penalty: 3021.308594
	Iteration 20F: 3 clusters Score -582895.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -582925.500000 Penalty: 3021.308594
	Iteration 21Q: 3 clusters Score -582925.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -582948.562500 Penalty: 3021.308594
	Iteration 22Q: 3 clusters Score -582948.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -582964.687500 Penalty: 3021.308594
	Iteration 23Q: 3 clusters Score -582964.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -582978.125000 Penalty: 3021.308594
	Iteration 24Q: 3 clusters Score -582978.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -582989.812500 Penalty: 3021.308594
	Iteration 25Q: 3 clusters Score -582989.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -582999.125000 Penalty: 3021.308594
	Iteration 26Q: 3 clusters Score -582999.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -583009.125000 Penalty: 3021.308594
	Iteration 27Q: 3 clusters Score -583009.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -583014.812500 Penalty: 3021.308594
	Iteration 28Q: 3 clusters Score -583014.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -583021.125000 Penalty: 3021.308594
	Iteration 29Q: 3 clusters Score -583021.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -583026.750000 Penalty: 3021.308594
	Iteration 30Q: 3 clusters Score -583026.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -583032.062500 Penalty: 3021.308594
	Iteration 31Q: 3 clusters Score -583032.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -583035.437500 Penalty: 3021.308594
	Iteration 32Q: 3 clusters Score -583035.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -583043.250000 Penalty: 3021.308594
	Iteration 33Q: 3 clusters Score -583043.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -583045.375000 Penalty: 3021.308594
	Iteration 34Q: 3 clusters Score -583045.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -583048.250000 Penalty: 3021.308594
	Iteration 35Q: 3 clusters Score -583048.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -583048.187500 Penalty: 3021.308594
	Iteration 36Q: 3 clusters Score -583048.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -583051.500000 Penalty: 3021.308594
	Iteration 37Q: 3 clusters Score -583051.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -583055.687500 Penalty: 3021.308594
	Iteration 38Q: 3 clusters Score -583055.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -583059.437500 Penalty: 3021.308594
	Iteration 39Q: 3 clusters Score -583059.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -583061.812500 Penalty: 3021.308594
	Iteration 40F: 3 clusters Score -583061.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -583065.625000 Penalty: 3021.308594
	Iteration 41Q: 3 clusters Score -583065.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -583069.125000 Penalty: 3021.308594
	Iteration 42Q: 3 clusters Score -583069.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -583072.125000 Penalty: 3021.308594
	Iteration 43Q: 3 clusters Score -583072.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -583076.375000 Penalty: 3021.308594
	Iteration 44Q: 3 clusters Score -583076.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -583078.250000 Penalty: 3021.308594
	Iteration 45Q: 3 clusters Score -583078.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -583081.437500 Penalty: 3021.308594
	Iteration 46Q: 3 clusters Score -583081.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -583083.625000 Penalty: 3021.308594
	Iteration 47Q: 3 clusters Score -583083.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -583086.562500 Penalty: 3021.308594
	Iteration 48Q: 3 clusters Score -583086.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -583088.625000 Penalty: 3021.308594
	Iteration 49Q: 3 clusters Score -583088.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -583090.437500 Penalty: 3021.308594
	Iteration 50Q: 3 clusters Score -583090.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -583093.687500 Penalty: 3021.308594
	Iteration 51Q: 3 clusters Score -583093.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -583095.937500 Penalty: 3021.308594
	Iteration 52Q: 3 clusters Score -583095.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -583100.062500 Penalty: 3021.308594
	Iteration 53Q: 3 clusters Score -583100.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -583101.187500 Penalty: 3021.308594
	Iteration 54Q: 3 clusters Score -583101.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -583102.625000 Penalty: 3021.308594
	Iteration 55Q: 3 clusters Score -583102.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -583102.000000 Penalty: 3021.308594
	Iteration 56Q: 3 clusters Score -583102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -583102.000000 Penalty: 3021.308594
	Iteration 57Q: 3 clusters Score -583102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -583102.000000 Penalty: 3021.308594
	Iteration 58F: 3 clusters Score -583102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Entering Unmasked Estep 
Score: -226938.890625 Penalty: 1363.529297
	Iteration 0F: 2 clusters Score -226938.9 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 2211 members 
Entering Unmasked Estep 
Score: -223328.921875 Penalty: 2727.058594
	Iteration 0F: 3 clusters Score -223328.9 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -224269.421875 Penalty: 2727.058594
	Iteration 1F: 3 clusters Score -224269.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -224465.812500 Penalty: 2727.058594
	Iteration 2F: 3 clusters Score -224465.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -224596.656250 Penalty: 2727.058594
	Iteration 3F: 3 clusters Score -224596.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -224727.109375 Penalty: 2727.058594
	Iteration 4Q: 3 clusters Score -224727.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -224832.218750 Penalty: 2727.058594
	Iteration 5Q: 3 clusters Score -224832.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -224921.625000 Penalty: 2727.058594
	Iteration 6Q: 3 clusters Score -224921.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -225016.625000 Penalty: 2727.058594
	Iteration 7Q: 3 clusters Score -225016.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -225099.406250 Penalty: 2727.058594
	Iteration 8Q: 3 clusters Score -225099.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -225180.750000 Penalty: 2727.058594
	Iteration 9Q: 3 clusters Score -225180.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -225266.875000 Penalty: 2727.058594
	Iteration 10Q: 3 clusters Score -225266.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -225335.515625 Penalty: 2727.058594
	Iteration 11Q: 3 clusters Score -225335.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -225403.140625 Penalty: 2727.058594
	Iteration 12Q: 3 clusters Score -225403.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -225461.328125 Penalty: 2727.058594
	Iteration 13Q: 3 clusters Score -225461.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -225521.734375 Penalty: 2727.058594
	Iteration 14Q: 3 clusters Score -225521.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -225581.968750 Penalty: 2727.058594
	Iteration 15Q: 3 clusters Score -225582 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -225644.140625 Penalty: 2727.058594
	Iteration 16Q: 3 clusters Score -225644.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -225681.937500 Penalty: 2727.058594
	Iteration 17Q: 3 clusters Score -225681.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -225704.609375 Penalty: 2727.058594
	Iteration 18Q: 3 clusters Score -225704.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -225719.343750 Penalty: 2727.058594
	Iteration 19Q: 3 clusters Score -225719.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -225727.031250 Penalty: 2727.058594
	Iteration 20F: 3 clusters Score -225727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -225735.750000 Penalty: 2727.058594
	Iteration 21Q: 3 clusters Score -225735.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -225740.703125 Penalty: 2727.058594
	Iteration 22Q: 3 clusters Score -225740.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -225745.218750 Penalty: 2727.058594
	Iteration 23Q: 3 clusters Score -225745.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -225748.078125 Penalty: 2727.058594
	Iteration 24Q: 3 clusters Score -225748.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -225751.296875 Penalty: 2727.058594
	Iteration 25Q: 3 clusters Score -225751.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -225757.187500 Penalty: 2727.058594
	Iteration 26Q: 3 clusters Score -225757.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -225759.890625 Penalty: 2727.058594
	Iteration 27Q: 3 clusters Score -225759.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -225761.140625 Penalty: 2727.058594
	Iteration 28Q: 3 clusters Score -225761.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -225763.265625 Penalty: 2727.058594
	Iteration 29Q: 3 clusters Score -225763.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -225765.593750 Penalty: 2727.058594
	Iteration 30Q: 3 clusters Score -225765.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -225769.937500 Penalty: 2727.058594
	Iteration 31Q: 3 clusters Score -225769.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -225773.718750 Penalty: 2727.058594
	Iteration 32Q: 3 clusters Score -225773.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -225776.500000 Penalty: 2727.058594
	Iteration 33Q: 3 clusters Score -225776.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -225777.593750 Penalty: 2727.058594
	Iteration 34Q: 3 clusters Score -225777.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -225778.484375 Penalty: 2727.058594
	Iteration 35Q: 3 clusters Score -225778.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -225779.203125 Penalty: 2727.058594
	Iteration 36Q: 3 clusters Score -225779.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -225778.843750 Penalty: 2727.058594
	Iteration 37Q: 3 clusters Score -225778.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -225778.843750 Penalty: 2727.058594
	Iteration 38F: 3 clusters Score -225778.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Entering Unmasked Estep 
Score: -249546.218750 Penalty: 1373.226807
	Iteration 0F: 2 clusters Score -249546.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -245705.531250 Penalty: 2746.453613
	Iteration 0F: 3 clusters Score -245705.5 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -246736.515625 Penalty: 2746.453613
	Iteration 1F: 3 clusters Score -246736.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -246908.875000 Penalty: 2746.453613
	Iteration 2F: 3 clusters Score -246908.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -247005.859375 Penalty: 2746.453613
	Iteration 3Q: 3 clusters Score -247005.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -247065.703125 Penalty: 2746.453613
	Iteration 4Q: 3 clusters Score -247065.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -247101.109375 Penalty: 2746.453613
	Iteration 5Q: 3 clusters Score -247101.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -247136.390625 Penalty: 2746.453613
	Iteration 6Q: 3 clusters Score -247136.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -247165.250000 Penalty: 2746.453613
	Iteration 7Q: 3 clusters Score -247165.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -247192.046875 Penalty: 2746.453613
	Iteration 8Q: 3 clusters Score -247192 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -247220.062500 Penalty: 2746.453613
	Iteration 9Q: 3 clusters Score -247220.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -247246.562500 Penalty: 2746.453613
	Iteration 10Q: 3 clusters Score -247246.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -247285.734375 Penalty: 2746.453613
	Iteration 11Q: 3 clusters Score -247285.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -247331.953125 Penalty: 2746.453613
	Iteration 12Q: 3 clusters Score -247332 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -247376.765625 Penalty: 2746.453613
	Iteration 13Q: 3 clusters Score -247376.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -247442.078125 Penalty: 2746.453613
	Iteration 14Q: 3 clusters Score -247442.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -247507.281250 Penalty: 2746.453613
	Iteration 15Q: 3 clusters Score -247507.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -247568.609375 Penalty: 2746.453613
	Iteration 16Q: 3 clusters Score -247568.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -247638.843750 Penalty: 2746.453613
	Iteration 17Q: 3 clusters Score -247638.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -247708.796875 Penalty: 2746.453613
	Iteration 18Q: 3 clusters Score -247708.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -247787.406250 Penalty: 2746.453613
	Iteration 19Q: 3 clusters Score -247787.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -247855.750000 Penalty: 2746.453613
	Iteration 20F: 3 clusters Score -247855.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -247922.437500 Penalty: 2746.453613
	Iteration 21Q: 3 clusters Score -247922.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -247999.156250 Penalty: 2746.453613
	Iteration 22Q: 3 clusters Score -247999.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -248084.578125 Penalty: 2746.453613
	Iteration 23Q: 3 clusters Score -248084.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -248146.421875 Penalty: 2746.453613
	Iteration 24Q: 3 clusters Score -248146.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -248202.437500 Penalty: 2746.453613
	Iteration 25Q: 3 clusters Score -248202.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -248236.437500 Penalty: 2746.453613
	Iteration 26Q: 3 clusters Score -248236.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -248249.953125 Penalty: 2746.453613
	Iteration 27Q: 3 clusters Score -248250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -248261.531250 Penalty: 2746.453613
	Iteration 28Q: 3 clusters Score -248261.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -248270.921875 Penalty: 2746.453613
	Iteration 29Q: 3 clusters Score -248270.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -248281.515625 Penalty: 2746.453613
	Iteration 30Q: 3 clusters Score -248281.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -248287.640625 Penalty: 2746.453613
	Iteration 31Q: 3 clusters Score -248287.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -248291.468750 Penalty: 2746.453613
	Iteration 32Q: 3 clusters Score -248291.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -248296.953125 Penalty: 2746.453613
	Iteration 33Q: 3 clusters Score -248297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -248302.734375 Penalty: 2746.453613
	Iteration 34Q: 3 clusters Score -248302.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -248306.328125 Penalty: 2746.453613
	Iteration 35Q: 3 clusters Score -248306.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -248310.234375 Penalty: 2746.453613
	Iteration 36Q: 3 clusters Score -248310.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -248311.640625 Penalty: 2746.453613
	Iteration 37Q: 3 clusters Score -248311.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -248312.140625 Penalty: 2746.453613
	Iteration 38Q: 3 clusters Score -248312.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -248314.203125 Penalty: 2746.453613
	Iteration 39Q: 3 clusters Score -248314.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -248315.250000 Penalty: 2746.453613
	Iteration 40F: 3 clusters Score -248315.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -248317.406250 Penalty: 2746.453613
	Iteration 41Q: 3 clusters Score -248317.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -248318.921875 Penalty: 2746.453613
	Iteration 42Q: 3 clusters Score -248318.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -248318.921875 Penalty: 2746.453613
	Iteration 43F: 3 clusters Score -248318.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Entering Unmasked Estep 
Score: -96182.148438 Penalty: 1240.422485
	Iteration 0F: 2 clusters Score -96182.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -94067.476562 Penalty: 2480.844971
	Iteration 0F: 3 clusters Score -94067.48 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -94567.765625 Penalty: 2480.844971
	Iteration 1F: 3 clusters Score -94567.77 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -94707.156250 Penalty: 2480.844971
	Iteration 2F: 3 clusters Score -94707.16 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -94829.882812 Penalty: 2480.844971
	Iteration 3F: 3 clusters Score -94829.88 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -94897.210938 Penalty: 2480.844971
	Iteration 4Q: 3 clusters Score -94897.21 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -94941.429688 Penalty: 2480.844971
	Iteration 5Q: 3 clusters Score -94941.43 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -94979.289062 Penalty: 2480.844971
	Iteration 6Q: 3 clusters Score -94979.29 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -95007.882812 Penalty: 2480.844971
	Iteration 7Q: 3 clusters Score -95007.88 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -95034.125000 Penalty: 2480.844971
	Iteration 8Q: 3 clusters Score -95034.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -95067.953125 Penalty: 2480.844971
	Iteration 9Q: 3 clusters Score -95067.95 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -95100.765625 Penalty: 2480.844971
	Iteration 10Q: 3 clusters Score -95100.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -95115.023438 Penalty: 2480.844971
	Iteration 11Q: 3 clusters Score -95115.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -95127.703125 Penalty: 2480.844971
	Iteration 12Q: 3 clusters Score -95127.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -95140.015625 Penalty: 2480.844971
	Iteration 13Q: 3 clusters Score -95140.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -95156.773438 Penalty: 2480.844971
	Iteration 14Q: 3 clusters Score -95156.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -95164.937500 Penalty: 2480.844971
	Iteration 15Q: 3 clusters Score -95164.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -95171.882812 Penalty: 2480.844971
	Iteration 16Q: 3 clusters Score -95171.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -95179.117188 Penalty: 2480.844971
	Iteration 17Q: 3 clusters Score -95179.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -95183.781250 Penalty: 2480.844971
	Iteration 18Q: 3 clusters Score -95183.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -95187.367188 Penalty: 2480.844971
	Iteration 19Q: 3 clusters Score -95187.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -95190.992188 Penalty: 2480.844971
	Iteration 20F: 3 clusters Score -95190.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -95195.500000 Penalty: 2480.844971
	Iteration 21Q: 3 clusters Score -95195.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -95199.007812 Penalty: 2480.844971
	Iteration 22Q: 3 clusters Score -95199.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -95202.992188 Penalty: 2480.844971
	Iteration 23Q: 3 clusters Score -95202.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -95204.250000 Penalty: 2480.844971
	Iteration 24Q: 3 clusters Score -95204.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -95205.250000 Penalty: 2480.844971
	Iteration 25Q: 3 clusters Score -95205.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -95207.109375 Penalty: 2480.844971
	Iteration 26Q: 3 clusters Score -95207.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -95209.046875 Penalty: 2480.844971
	Iteration 27Q: 3 clusters Score -95209.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -95210.734375 Penalty: 2480.844971
	Iteration 28Q: 3 clusters Score -95210.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -95213.500000 Penalty: 2480.844971
	Iteration 29Q: 3 clusters Score -95213.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -95216.320312 Penalty: 2480.844971
	Iteration 30Q: 3 clusters Score -95216.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -95218.398438 Penalty: 2480.844971
	Iteration 31Q: 3 clusters Score -95218.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -95219.531250 Penalty: 2480.844971
	Iteration 32Q: 3 clusters Score -95219.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -95221.523438 Penalty: 2480.844971
	Iteration 33Q: 3 clusters Score -95221.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -95222.531250 Penalty: 2480.844971
	Iteration 34Q: 3 clusters Score -95222.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -95223.765625 Penalty: 2480.844971
	Iteration 35Q: 3 clusters Score -95223.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -95224.046875 Penalty: 2480.844971
	Iteration 36Q: 3 clusters Score -95224.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -95224.046875 Penalty: 2480.844971
	Iteration 37F: 3 clusters Score -95224.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Entering Unmasked Estep 
Score: -214492.281250 Penalty: 1355.866211
	Iteration 0F: 2 clusters Score -214492.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -210972.562500 Penalty: 2711.732422
	Iteration 0F: 3 clusters Score -210972.6 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -211956.359375 Penalty: 2711.732422
	Iteration 1F: 3 clusters Score -211956.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -212138.703125 Penalty: 2711.732422
	Iteration 2F: 3 clusters Score -212138.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -212276.078125 Penalty: 2711.732422
	Iteration 3F: 3 clusters Score -212276.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -212432.796875 Penalty: 2711.732422
	Iteration 4F: 3 clusters Score -212432.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -212562.703125 Penalty: 2711.732422
	Iteration 5Q: 3 clusters Score -212562.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -212707.890625 Penalty: 2711.732422
	Iteration 6Q: 3 clusters Score -212707.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -212864.968750 Penalty: 2711.732422
	Iteration 7F: 3 clusters Score -212865 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -213008.093750 Penalty: 2711.732422
	Iteration 8Q: 3 clusters Score -213008.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -213172.343750 Penalty: 2711.732422
	Iteration 9Q: 3 clusters Score -213172.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -213314.734375 Penalty: 2711.732422
	Iteration 10Q: 3 clusters Score -213314.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -213471.781250 Penalty: 2711.732422
	Iteration 11Q: 3 clusters Score -213471.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -213632.718750 Penalty: 2711.732422
	Iteration 12Q: 3 clusters Score -213632.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -213775.796875 Penalty: 2711.732422
	Iteration 13Q: 3 clusters Score -213775.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -213885.171875 Penalty: 2711.732422
	Iteration 14Q: 3 clusters Score -213885.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -213938.218750 Penalty: 2711.732422
	Iteration 15Q: 3 clusters Score -213938.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -213964.078125 Penalty: 2711.732422
	Iteration 16Q: 3 clusters Score -213964.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -213982.640625 Penalty: 2711.732422
	Iteration 17Q: 3 clusters Score -213982.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -213990.109375 Penalty: 2711.732422
	Iteration 18Q: 3 clusters Score -213990.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -213994.812500 Penalty: 2711.732422
	Iteration 19Q: 3 clusters Score -213994.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -214002.437500 Penalty: 2711.732422
	Iteration 20F: 3 clusters Score -214002.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -214004.656250 Penalty: 2711.732422
	Iteration 21Q: 3 clusters Score -214004.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -214005.000000 Penalty: 2711.732422
	Iteration 22Q: 3 clusters Score -214005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -214006.546875 Penalty: 2711.732422
	Iteration 23Q: 3 clusters Score -214006.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -214007.296875 Penalty: 2711.732422
	Iteration 24Q: 3 clusters Score -214007.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -214007.296875 Penalty: 2711.732422
	Iteration 25F: 3 clusters Score -214007.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Entering Unmasked Estep 
Score: -732868.500000 Penalty: 1551.878540
	Iteration 0F: 2 clusters Score -732868.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -723108.562500 Penalty: 3103.757080
	Iteration 0F: 3 clusters Score -723108.6 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -726479.562500 Penalty: 3103.757080
	Iteration 1F: 3 clusters Score -726479.6 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -726759.937500 Penalty: 3103.757080
	Iteration 2F: 3 clusters Score -726759.9 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -726994.437500 Penalty: 3103.757080
	Iteration 3Q: 3 clusters Score -726994.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -727230.812500 Penalty: 3103.757080
	Iteration 4Q: 3 clusters Score -727230.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -727489.750000 Penalty: 3103.757080
	Iteration 5Q: 3 clusters Score -727489.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -727779.375000 Penalty: 3103.757080
	Iteration 6Q: 3 clusters Score -727779.4 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -728187.812500 Penalty: 3103.757080
	Iteration 7Q: 3 clusters Score -728187.8 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -728708.125000 Penalty: 3103.757080
	Iteration 8Q: 3 clusters Score -728708.1 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -729166.000000 Penalty: 3103.757080
	Iteration 9Q: 3 clusters Score -729166 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -729523.062500 Penalty: 3103.757080
	Iteration 10Q: 3 clusters Score -729523.1 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -729816.750000 Penalty: 3103.757080
	Iteration 11Q: 3 clusters Score -729816.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -730013.937500 Penalty: 3103.757080
	Iteration 12Q: 3 clusters Score -730013.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -730115.125000 Penalty: 3103.757080
	Iteration 13Q: 3 clusters Score -730115.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -730172.000000 Penalty: 3103.757080
	Iteration 14Q: 3 clusters Score -730172 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -730208.437500 Penalty: 3103.757080
	Iteration 15Q: 3 clusters Score -730208.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -730240.437500 Penalty: 3103.757080
	Iteration 16Q: 3 clusters Score -730240.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -730262.125000 Penalty: 3103.757080
	Iteration 17Q: 3 clusters Score -730262.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -730289.437500 Penalty: 3103.757080
	Iteration 18Q: 3 clusters Score -730289.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -730314.437500 Penalty: 3103.757080
	Iteration 19Q: 3 clusters Score -730314.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -730335.437500 Penalty: 3103.757080
	Iteration 20F: 3 clusters Score -730335.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -730353.812500 Penalty: 3103.757080
	Iteration 21Q: 3 clusters Score -730353.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -730367.500000 Penalty: 3103.757080
	Iteration 22Q: 3 clusters Score -730367.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -730377.687500 Penalty: 3103.757080
	Iteration 23Q: 3 clusters Score -730377.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -730387.687500 Penalty: 3103.757080
	Iteration 24Q: 3 clusters Score -730387.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -730406.437500 Penalty: 3103.757080
	Iteration 25Q: 3 clusters Score -730406.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -730421.062500 Penalty: 3103.757080
	Iteration 26Q: 3 clusters Score -730421.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -730442.437500 Penalty: 3103.757080
	Iteration 27Q: 3 clusters Score -730442.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -730460.000000 Penalty: 3103.757080
	Iteration 28Q: 3 clusters Score -730460 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -730479.375000 Penalty: 3103.757080
	Iteration 29Q: 3 clusters Score -730479.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -730504.250000 Penalty: 3103.757080
	Iteration 30Q: 3 clusters Score -730504.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -730524.875000 Penalty: 3103.757080
	Iteration 31Q: 3 clusters Score -730524.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -730545.562500 Penalty: 3103.757080
	Iteration 32Q: 3 clusters Score -730545.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -730577.937500 Penalty: 3103.757080
	Iteration 33Q: 3 clusters Score -730577.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -730606.375000 Penalty: 3103.757080
	Iteration 34Q: 3 clusters Score -730606.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -730634.062500 Penalty: 3103.757080
	Iteration 35Q: 3 clusters Score -730634.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -730670.312500 Penalty: 3103.757080
	Iteration 36Q: 3 clusters Score -730670.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -730707.875000 Penalty: 3103.757080
	Iteration 37Q: 3 clusters Score -730707.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -730740.687500 Penalty: 3103.757080
	Iteration 38Q: 3 clusters Score -730740.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -730777.000000 Penalty: 3103.757080
	Iteration 39Q: 3 clusters Score -730777 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -730815.187500 Penalty: 3103.757080
	Iteration 40F: 3 clusters Score -730815.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -730857.812500 Penalty: 3103.757080
	Iteration 41Q: 3 clusters Score -730857.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -730907.625000 Penalty: 3103.757080
	Iteration 42Q: 3 clusters Score -730907.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -730946.687500 Penalty: 3103.757080
	Iteration 43Q: 3 clusters Score -730946.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -730986.437500 Penalty: 3103.757080
	Iteration 44Q: 3 clusters Score -730986.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -731027.812500 Penalty: 3103.757080
	Iteration 45Q: 3 clusters Score -731027.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -731080.437500 Penalty: 3103.757080
	Iteration 46Q: 3 clusters Score -731080.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -731123.937500 Penalty: 3103.757080
	Iteration 47Q: 3 clusters Score -731123.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -731172.875000 Penalty: 3103.757080
	Iteration 48Q: 3 clusters Score -731172.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -731215.750000 Penalty: 3103.757080
	Iteration 49Q: 3 clusters Score -731215.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -731252.000000 Penalty: 3103.757080
	Iteration 50Q: 3 clusters Score -731252 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -731274.937500 Penalty: 3103.757080
	Iteration 51Q: 3 clusters Score -731274.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -731293.187500 Penalty: 3103.757080
	Iteration 52Q: 3 clusters Score -731293.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -731314.312500 Penalty: 3103.757080
	Iteration 53Q: 3 clusters Score -731314.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -731336.312500 Penalty: 3103.757080
	Iteration 54Q: 3 clusters Score -731336.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -731356.750000 Penalty: 3103.757080
	Iteration 55Q: 3 clusters Score -731356.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -731371.437500 Penalty: 3103.757080
	Iteration 56Q: 3 clusters Score -731371.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -731379.375000 Penalty: 3103.757080
	Iteration 57Q: 3 clusters Score -731379.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -731385.875000 Penalty: 3103.757080
	Iteration 58Q: 3 clusters Score -731385.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -731393.687500 Penalty: 3103.757080
	Iteration 59Q: 3 clusters Score -731393.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -731402.937500 Penalty: 3103.757080
	Iteration 60F: 3 clusters Score -731402.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -731405.375000 Penalty: 3103.757080
	Iteration 61Q: 3 clusters Score -731405.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -731409.375000 Penalty: 3103.757080
	Iteration 62Q: 3 clusters Score -731409.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -731414.687500 Penalty: 3103.757080
	Iteration 63Q: 3 clusters Score -731414.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -731419.937500 Penalty: 3103.757080
	Iteration 64Q: 3 clusters Score -731419.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -731426.687500 Penalty: 3103.757080
	Iteration 65Q: 3 clusters Score -731426.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -731430.375000 Penalty: 3103.757080
	Iteration 66Q: 3 clusters Score -731430.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -731433.937500 Penalty: 3103.757080
	Iteration 67Q: 3 clusters Score -731433.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -731436.562500 Penalty: 3103.757080
	Iteration 68Q: 3 clusters Score -731436.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -731441.250000 Penalty: 3103.757080
	Iteration 69Q: 3 clusters Score -731441.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -731446.437500 Penalty: 3103.757080
	Iteration 70Q: 3 clusters Score -731446.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -731450.250000 Penalty: 3103.757080
	Iteration 71Q: 3 clusters Score -731450.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -731456.437500 Penalty: 3103.757080
	Iteration 72Q: 3 clusters Score -731456.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -731462.000000 Penalty: 3103.757080
	Iteration 73Q: 3 clusters Score -731462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -731465.125000 Penalty: 3103.757080
	Iteration 74Q: 3 clusters Score -731465.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -731467.687500 Penalty: 3103.757080
	Iteration 75Q: 3 clusters Score -731467.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -731473.000000 Penalty: 3103.757080
	Iteration 76Q: 3 clusters Score -731473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -731475.375000 Penalty: 3103.757080
	Iteration 77Q: 3 clusters Score -731475.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -731479.437500 Penalty: 3103.757080
	Iteration 78Q: 3 clusters Score -731479.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -731481.000000 Penalty: 3103.757080
	Iteration 79Q: 3 clusters Score -731481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -731483.562500 Penalty: 3103.757080
	Iteration 80F: 3 clusters Score -731483.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -731485.125000 Penalty: 3103.757080
	Iteration 81Q: 3 clusters Score -731485.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -731488.500000 Penalty: 3103.757080
	Iteration 82Q: 3 clusters Score -731488.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -731488.750000 Penalty: 3103.757080
	Iteration 83Q: 3 clusters Score -731488.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -731490.000000 Penalty: 3103.757080
	Iteration 84Q: 3 clusters Score -731490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -731490.250000 Penalty: 3103.757080
	Iteration 85Q: 3 clusters Score -731490.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -731492.000000 Penalty: 3103.757080
	Iteration 86Q: 3 clusters Score -731492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -731495.250000 Penalty: 3103.757080
	Iteration 87Q: 3 clusters Score -731495.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -731500.125000 Penalty: 3103.757080
	Iteration 88Q: 3 clusters Score -731500.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -731501.312500 Penalty: 3103.757080
	Iteration 89Q: 3 clusters Score -731501.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -731502.187500 Penalty: 3103.757080
	Iteration 90Q: 3 clusters Score -731502.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -731502.125000 Penalty: 3103.757080
	Iteration 91Q: 3 clusters Score -731502.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -731503.812500 Penalty: 3103.757080
	Iteration 92Q: 3 clusters Score -731503.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -731506.562500 Penalty: 3103.757080
	Iteration 93Q: 3 clusters Score -731506.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -731506.375000 Penalty: 3103.757080
	Iteration 94Q: 3 clusters Score -731506.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -731507.437500 Penalty: 3103.757080
	Iteration 95Q: 3 clusters Score -731507.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -731509.250000 Penalty: 3103.757080
	Iteration 96Q: 3 clusters Score -731509.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -731510.000000 Penalty: 3103.757080
	Iteration 97Q: 3 clusters Score -731510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -731510.500000 Penalty: 3103.757080
	Iteration 98Q: 3 clusters Score -731510.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -731513.500000 Penalty: 3103.757080
	Iteration 99Q: 3 clusters Score -731513.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -731514.000000 Penalty: 3103.757080
	Iteration 100F: 3 clusters Score -731514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -731514.687500 Penalty: 3103.757080
	Iteration 101Q: 3 clusters Score -731514.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -731516.187500 Penalty: 3103.757080
	Iteration 102Q: 3 clusters Score -731516.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -731516.250000 Penalty: 3103.757080
	Iteration 103Q: 3 clusters Score -731516.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -731516.500000 Penalty: 3103.757080
	Iteration 104Q: 3 clusters Score -731516.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -731516.500000 Penalty: 3103.757080
	Iteration 105F: 3 clusters Score -731516.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Entering Unmasked Estep 
Score: -900475.500000 Penalty: 1581.679321
	Iteration 0F: 2 clusters Score -900475.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -888845.812500 Penalty: 3163.358643
	Iteration 0F: 3 clusters Score -888845.8 nChanged 7581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -892908.500000 Penalty: 3163.358643
	Iteration 1F: 3 clusters Score -892908.5 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -893163.250000 Penalty: 3163.358643
	Iteration 2Q: 3 clusters Score -893163.2 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -893376.687500 Penalty: 3163.358643
	Iteration 3Q: 3 clusters Score -893376.7 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -893590.000000 Penalty: 3163.358643
	Iteration 4Q: 3 clusters Score -893590 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -893797.250000 Penalty: 3163.358643
	Iteration 5Q: 3 clusters Score -893797.2 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -894042.687500 Penalty: 3163.358643
	Iteration 6Q: 3 clusters Score -894042.7 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -894357.750000 Penalty: 3163.358643
	Iteration 7Q: 3 clusters Score -894357.8 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -894767.625000 Penalty: 3163.358643
	Iteration 8Q: 3 clusters Score -894767.6 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -895207.062500 Penalty: 3163.358643
	Iteration 9Q: 3 clusters Score -895207.1 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -895723.687500 Penalty: 3163.358643
	Iteration 10Q: 3 clusters Score -895723.7 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -896319.687500 Penalty: 3163.358643
	Iteration 11Q: 3 clusters Score -896319.7 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -896932.187500 Penalty: 3163.358643
	Iteration 12Q: 3 clusters Score -896932.2 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -897418.937500 Penalty: 3163.358643
	Iteration 13Q: 3 clusters Score -897418.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -897810.687500 Penalty: 3163.358643
	Iteration 14Q: 3 clusters Score -897810.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -898125.562500 Penalty: 3163.358643
	Iteration 15Q: 3 clusters Score -898125.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -898355.812500 Penalty: 3163.358643
	Iteration 16Q: 3 clusters Score -898355.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -898504.000000 Penalty: 3163.358643
	Iteration 17Q: 3 clusters Score -898504 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -898617.750000 Penalty: 3163.358643
	Iteration 18Q: 3 clusters Score -898617.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -898696.812500 Penalty: 3163.358643
	Iteration 19Q: 3 clusters Score -898696.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -898784.812500 Penalty: 3163.358643
	Iteration 20F: 3 clusters Score -898784.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -898848.375000 Penalty: 3163.358643
	Iteration 21Q: 3 clusters Score -898848.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -898907.625000 Penalty: 3163.358643
	Iteration 22Q: 3 clusters Score -898907.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -898960.187500 Penalty: 3163.358643
	Iteration 23Q: 3 clusters Score -898960.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -899002.687500 Penalty: 3163.358643
	Iteration 24Q: 3 clusters Score -899002.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -899029.125000 Penalty: 3163.358643
	Iteration 25Q: 3 clusters Score -899029.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -899045.937500 Penalty: 3163.358643
	Iteration 26Q: 3 clusters Score -899045.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -899066.937500 Penalty: 3163.358643
	Iteration 27Q: 3 clusters Score -899066.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -899083.625000 Penalty: 3163.358643
	Iteration 28Q: 3 clusters Score -899083.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -899105.562500 Penalty: 3163.358643
	Iteration 29Q: 3 clusters Score -899105.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -899116.937500 Penalty: 3163.358643
	Iteration 30Q: 3 clusters Score -899116.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -899122.125000 Penalty: 3163.358643
	Iteration 31Q: 3 clusters Score -899122.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -899127.375000 Penalty: 3163.358643
	Iteration 32Q: 3 clusters Score -899127.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -899135.062500 Penalty: 3163.358643
	Iteration 33Q: 3 clusters Score -899135.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -899140.125000 Penalty: 3163.358643
	Iteration 34Q: 3 clusters Score -899140.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -899144.562500 Penalty: 3163.358643
	Iteration 35Q: 3 clusters Score -899144.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -899147.000000 Penalty: 3163.358643
	Iteration 36Q: 3 clusters Score -899147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -899150.125000 Penalty: 3163.358643
	Iteration 37Q: 3 clusters Score -899150.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -899151.062500 Penalty: 3163.358643
	Iteration 38Q: 3 clusters Score -899151.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -899154.625000 Penalty: 3163.358643
	Iteration 39Q: 3 clusters Score -899154.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -899156.437500 Penalty: 3163.358643
	Iteration 40F: 3 clusters Score -899156.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -899157.000000 Penalty: 3163.358643
	Iteration 41Q: 3 clusters Score -899157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -899156.937500 Penalty: 3163.358643
	Iteration 42Q: 3 clusters Score -899156.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -899158.250000 Penalty: 3163.358643
	Iteration 43Q: 3 clusters Score -899158.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -899161.437500 Penalty: 3163.358643
	Iteration 44Q: 3 clusters Score -899161.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -899165.062500 Penalty: 3163.358643
	Iteration 45Q: 3 clusters Score -899165.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -899166.500000 Penalty: 3163.358643
	Iteration 46Q: 3 clusters Score -899166.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -899168.312500 Penalty: 3163.358643
	Iteration 47Q: 3 clusters Score -899168.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -899168.062500 Penalty: 3163.358643
	Iteration 48Q: 3 clusters Score -899168.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -899168.500000 Penalty: 3163.358643
	Iteration 49Q: 3 clusters Score -899168.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -899168.125000 Penalty: 3163.358643
	Iteration 50Q: 3 clusters Score -899168.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -899170.062500 Penalty: 3163.358643
	Iteration 51Q: 3 clusters Score -899170.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -899169.312500 Penalty: 3163.358643
	Iteration 52Q: 3 clusters Score -899169.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -899169.312500 Penalty: 3163.358643
	Iteration 53F: 3 clusters Score -899169.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (32715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Entering Unmasked Estep 
Score: -1736686.500000 Penalty: 1689.283203
	Iteration 0F: 2 clusters Score -1736686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -1714635.375000 Penalty: 3378.566406
	Iteration 0F: 3 clusters Score -1714635 nChanged 15183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -1722872.125000 Penalty: 3378.566406
	Iteration 1F: 3 clusters Score -1722872 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -1723137.625000 Penalty: 3378.566406
	Iteration 2Q: 3 clusters Score -1723138 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -1723351.250000 Penalty: 3378.566406
	Iteration 3Q: 3 clusters Score -1723351 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -1723522.000000 Penalty: 3378.566406
	Iteration 4Q: 3 clusters Score -1723522 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -1723695.000000 Penalty: 3378.566406
	Iteration 5Q: 3 clusters Score -1723695 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -1723852.500000 Penalty: 3378.566406
	Iteration 6Q: 3 clusters Score -1723852 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -1724020.625000 Penalty: 3378.566406
	Iteration 7Q: 3 clusters Score -1724021 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -1724199.125000 Penalty: 3378.566406
	Iteration 8Q: 3 clusters Score -1724199 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1724425.875000 Penalty: 3378.566406
	Iteration 9Q: 3 clusters Score -1724426 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1724760.125000 Penalty: 3378.566406
	Iteration 10Q: 3 clusters Score -1724760 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1725281.000000 Penalty: 3378.566406
	Iteration 11Q: 3 clusters Score -1725281 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1726172.875000 Penalty: 3378.566406
	Iteration 12Q: 3 clusters Score -1726173 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1727606.750000 Penalty: 3378.566406
	Iteration 13F: 3 clusters Score -1727607 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1729534.375000 Penalty: 3378.566406
	Iteration 14F: 3 clusters Score -1729534 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1731577.625000 Penalty: 3378.566406
	Iteration 15F: 3 clusters Score -1731578 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1733151.375000 Penalty: 3378.566406
	Iteration 16F: 3 clusters Score -1733151 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1734155.125000 Penalty: 3378.566406
	Iteration 17Q: 3 clusters Score -1734155 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1734659.000000 Penalty: 3378.566406
	Iteration 18Q: 3 clusters Score -1734659 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1734890.250000 Penalty: 3378.566406
	Iteration 19Q: 3 clusters Score -1734890 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1734987.750000 Penalty: 3378.566406
	Iteration 20F: 3 clusters Score -1734988 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1735054.250000 Penalty: 3378.566406
	Iteration 21Q: 3 clusters Score -1735054 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32404 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1735087.625000 Penalty: 3378.566406
	Iteration 22Q: 3 clusters Score -1735088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1735110.875000 Penalty: 3378.566406
	Iteration 23Q: 3 clusters Score -1735111 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1735141.750000 Penalty: 3378.566406
	Iteration 24Q: 3 clusters Score -1735142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1735163.625000 Penalty: 3378.566406
	Iteration 25Q: 3 clusters Score -1735164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1735178.000000 Penalty: 3378.566406
	Iteration 26Q: 3 clusters Score -1735178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1735193.125000 Penalty: 3378.566406
	Iteration 27Q: 3 clusters Score -1735193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1735206.750000 Penalty: 3378.566406
	Iteration 28Q: 3 clusters Score -1735207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1735209.750000 Penalty: 3378.566406
	Iteration 29Q: 3 clusters Score -1735210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1735213.000000 Penalty: 3378.566406
	Iteration 30Q: 3 clusters Score -1735213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1735214.250000 Penalty: 3378.566406
	Iteration 31Q: 3 clusters Score -1735214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1735214.875000 Penalty: 3378.566406
	Iteration 32Q: 3 clusters Score -1735215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1735214.875000 Penalty: 3378.566406
	Iteration 33F: 3 clusters Score -1735215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (43359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Entering Unmasked Estep 
Score: -2253378.750000 Penalty: 1735.056396
	Iteration 0F: 2 clusters Score -2253379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -2224243.750000 Penalty: 3470.112793
	Iteration 0F: 3 clusters Score -2224244 nChanged 20425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -2236626.250000 Penalty: 3470.112793
	Iteration 1F: 3 clusters Score -2236626 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -2237970.750000 Penalty: 3470.112793
	Iteration 2F: 3 clusters Score -2237971 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -2239669.750000 Penalty: 3470.112793
	Iteration 3F: 3 clusters Score -2239670 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -2241828.750000 Penalty: 3470.112793
	Iteration 4F: 3 clusters Score -2241829 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -2244337.500000 Penalty: 3470.112793
	Iteration 5F: 3 clusters Score -2244338 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -2246596.500000 Penalty: 3470.112793
	Iteration 6F: 3 clusters Score -2246596 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -2248264.000000 Penalty: 3470.112793
	Iteration 7F: 3 clusters Score -2248264 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
Score: -2249441.250000 Penalty: 3470.112793
	Iteration 8Q: 3 clusters Score -2249441 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -2250372.750000 Penalty: 3470.112793
	Iteration 9Q: 3 clusters Score -2250373 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -2251119.000000 Penalty: 3470.112793
	Iteration 10Q: 3 clusters Score -2251119 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -2251833.500000 Penalty: 3470.112793
	Iteration 11Q: 3 clusters Score -2251834 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -2252940.000000 Penalty: 3470.112793
	Iteration 12Q: 3 clusters Score -2252940 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -2253413.250000 Penalty: 3470.112793
	Iteration 13Q: 3 clusters Score -2253413 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -2253559.750000 Penalty: 3470.112793
	Iteration 14Q: 3 clusters Score -2253560 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 41562 members 
Entering Unmasked Estep 
Score: -2253585.750000 Penalty: 3470.112793
	Iteration 15Q: 3 clusters Score -2253586 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -2253590.250000 Penalty: 3470.112793
	Iteration 16Q: 3 clusters Score -2253590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -2253592.250000 Penalty: 3470.112793
	Iteration 17Q: 3 clusters Score -2253592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -2253594.500000 Penalty: 3470.112793
	Iteration 18Q: 3 clusters Score -2253594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -2253596.000000 Penalty: 3470.112793
	Iteration 19Q: 3 clusters Score -2253596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -2253596.000000 Penalty: 3470.112793
	Iteration 20F: 3 clusters Score -2253596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 1601 members 
Mstep: Class 3 contains 9905 members 
Mstep: Class 4 contains 10898 members 
Mstep: Class 5 contains 4407 members 
Mstep: Class 6 contains 4678 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 4204 members 
Mstep: Class 9 contains 14045 members 
Mstep: Class 10 contains 41570 members 
Mstep: Class 11 contains 16872 members 
Mstep: Class 12 contains 32715 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 128262 members 
Mstep: Class 15 contains 12235 members 
Mstep: Class 16 contains 2094 members 
Mstep: Class 19 contains 2245 members 
Mstep: Class 20 contains 154592 members 
Entering Unmasked Estep 
Score: -23142880.000000 Penalty: 38156.070312
Splitting cluster 13 changes total score from -23142994.000000 to -23142880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (128262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128262 members 
Entering Unmasked Estep 
Score: -6597514.000000 Penalty: 1911.297485
	Iteration 0F: 2 clusters Score -6597514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63961 members 
Mstep: Class 2 contains 64301 members 
Entering Unmasked Estep 
Score: -6511576.000000 Penalty: 3822.594971
	Iteration 0F: 3 clusters Score -6511576 nChanged 61516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60617 members 
Mstep: Class 2 contains 67645 members 
Entering Unmasked Estep 
Score: -6547791.000000 Penalty: 3822.594971
	Iteration 1F: 3 clusters Score -6547791 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58398 members 
Mstep: Class 2 contains 69864 members 
Entering Unmasked Estep 
Score: -6548857.500000 Penalty: 3822.594971
	Iteration 2Q: 3 clusters Score -6548858 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54890 members 
Mstep: Class 2 contains 73372 members 
Entering Unmasked Estep 
Score: -6550581.000000 Penalty: 3822.594971
	Iteration 3Q: 3 clusters Score -6550581 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49699 members 
Mstep: Class 2 contains 78563 members 
Entering Unmasked Estep 
Score: -6553473.500000 Penalty: 3822.594971
	Iteration 4Q: 3 clusters Score -6553474 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 85850 members 
Entering Unmasked Estep 
Score: -6558289.500000 Penalty: 3822.594971
	Iteration 5F: 3 clusters Score -6558290 nChanged 9589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 95133 members 
Entering Unmasked Estep 
Score: -6565733.000000 Penalty: 3822.594971
	Iteration 6F: 3 clusters Score -6565733 nChanged 10198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 105219 members 
Entering Unmasked Estep 
Score: -6574872.500000 Penalty: 3822.594971
	Iteration 7F: 3 clusters Score -6574872 nChanged 9006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 114185 members 
Entering Unmasked Estep 
Score: -6583380.500000 Penalty: 3822.594971
	Iteration 8F: 3 clusters Score -6583380 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 120559 members 
Entering Unmasked Estep 
Score: -6589408.000000 Penalty: 3822.594971
	Iteration 9Q: 3 clusters Score -6589408 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 124352 members 
Entering Unmasked Estep 
Score: -6592774.000000 Penalty: 3822.594971
	Iteration 10Q: 3 clusters Score -6592774 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 126239 members 
Entering Unmasked Estep 
Score: -6594472.500000 Penalty: 3822.594971
	Iteration 11Q: 3 clusters Score -6594472 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 127111 members 
Entering Unmasked Estep 
Score: -6595158.000000 Penalty: 3822.594971
	Iteration 12Q: 3 clusters Score -6595158 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 127510 members 
Entering Unmasked Estep 
Score: -6595475.500000 Penalty: 3822.594971
	Iteration 13Q: 3 clusters Score -6595476 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 127700 members 
Entering Unmasked Estep 
Score: -6595648.000000 Penalty: 3822.594971
	Iteration 14Q: 3 clusters Score -6595648 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 127780 members 
Entering Unmasked Estep 
Score: -6595725.000000 Penalty: 3822.594971
	Iteration 15Q: 3 clusters Score -6595725 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 127825 members 
Entering Unmasked Estep 
Score: -6595772.000000 Penalty: 3822.594971
	Iteration 16Q: 3 clusters Score -6595772 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 127844 members 
Entering Unmasked Estep 
Score: -6595788.000000 Penalty: 3822.594971
	Iteration 17Q: 3 clusters Score -6595788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 127853 members 
Entering Unmasked Estep 
Score: -6595799.500000 Penalty: 3822.594971
	Iteration 18Q: 3 clusters Score -6595800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 127858 members 
Entering Unmasked Estep 
Score: -6595807.000000 Penalty: 3822.594971
	Iteration 19Q: 3 clusters Score -6595807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 127865 members 
Entering Unmasked Estep 
Score: -6595810.500000 Penalty: 3822.594971
	Iteration 20F: 3 clusters Score -6595810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 127878 members 
Entering Unmasked Estep 
Score: -6595815.500000 Penalty: 3822.594971
	Iteration 21Q: 3 clusters Score -6595816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 127882 members 
Entering Unmasked Estep 
Score: -6595822.000000 Penalty: 3822.594971
	Iteration 22Q: 3 clusters Score -6595822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 127887 members 
Entering Unmasked Estep 
Score: -6595828.500000 Penalty: 3822.594971
	Iteration 23Q: 3 clusters Score -6595828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 127892 members 
Entering Unmasked Estep 
Score: -6595834.500000 Penalty: 3822.594971
	Iteration 24Q: 3 clusters Score -6595834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 127899 members 
Entering Unmasked Estep 
Score: -6595843.500000 Penalty: 3822.594971
	Iteration 25Q: 3 clusters Score -6595844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 127904 members 
Entering Unmasked Estep 
Score: -6595849.000000 Penalty: 3822.594971
	Iteration 26Q: 3 clusters Score -6595849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 127906 members 
Entering Unmasked Estep 
Score: -6595850.500000 Penalty: 3822.594971
	Iteration 27Q: 3 clusters Score -6595850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 127906 members 
Entering Unmasked Estep 
Score: -6595850.500000 Penalty: 3822.594971
	Iteration 28F: 3 clusters Score -6595850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Entering Unmasked Estep 
Score: -665658.687500 Penalty: 1529.459106
	Iteration 0F: 2 clusters Score -665658.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -657013.125000 Penalty: 3058.918213
	Iteration 0F: 3 clusters Score -657013.1 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -659982.562500 Penalty: 3058.918213
	Iteration 1F: 3 clusters Score -659982.6 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -660317.125000 Penalty: 3058.918213
	Iteration 2F: 3 clusters Score -660317.1 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -660663.375000 Penalty: 3058.918213
	Iteration 3F: 3 clusters Score -660663.4 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -661083.750000 Penalty: 3058.918213
	Iteration 4F: 3 clusters Score -661083.8 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -661644.875000 Penalty: 3058.918213
	Iteration 5F: 3 clusters Score -661644.9 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -662327.562500 Penalty: 3058.918213
	Iteration 6F: 3 clusters Score -662327.6 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -663055.000000 Penalty: 3058.918213
	Iteration 7F: 3 clusters Score -663055 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -663601.312500 Penalty: 3058.918213
	Iteration 8Q: 3 clusters Score -663601.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -663911.875000 Penalty: 3058.918213
	Iteration 9Q: 3 clusters Score -663911.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -664068.562500 Penalty: 3058.918213
	Iteration 10Q: 3 clusters Score -664068.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -664159.687500 Penalty: 3058.918213
	Iteration 11Q: 3 clusters Score -664159.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -664217.687500 Penalty: 3058.918213
	Iteration 12Q: 3 clusters Score -664217.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -664251.937500 Penalty: 3058.918213
	Iteration 13Q: 3 clusters Score -664251.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -664285.687500 Penalty: 3058.918213
	Iteration 14Q: 3 clusters Score -664285.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -664300.625000 Penalty: 3058.918213
	Iteration 15Q: 3 clusters Score -664300.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -664307.562500 Penalty: 3058.918213
	Iteration 16Q: 3 clusters Score -664307.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -664317.062500 Penalty: 3058.918213
	Iteration 17Q: 3 clusters Score -664317.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -664326.687500 Penalty: 3058.918213
	Iteration 18Q: 3 clusters Score -664326.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -664331.000000 Penalty: 3058.918213
	Iteration 19Q: 3 clusters Score -664331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -664331.000000 Penalty: 3058.918213
	Iteration 20F: 3 clusters Score -664331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Entering Unmasked Estep 
Score: -98309.492188 Penalty: 1242.610107
	Iteration 0F: 2 clusters Score -98309.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -96140.195312 Penalty: 2485.220215
	Iteration 0F: 3 clusters Score -96140.2 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -96670.335938 Penalty: 2485.220215
	Iteration 1F: 3 clusters Score -96670.34 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -96839.085938 Penalty: 2485.220215
	Iteration 2F: 3 clusters Score -96839.09 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -96997.765625 Penalty: 2485.220215
	Iteration 3F: 3 clusters Score -96997.77 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -97116.820312 Penalty: 2485.220215
	Iteration 4F: 3 clusters Score -97116.82 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -97243.710938 Penalty: 2485.220215
	Iteration 5F: 3 clusters Score -97243.71 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -97381.695312 Penalty: 2485.220215
	Iteration 6Q: 3 clusters Score -97381.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -97475.031250 Penalty: 2485.220215
	Iteration 7Q: 3 clusters Score -97475.03 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -97550.187500 Penalty: 2485.220215
	Iteration 8Q: 3 clusters Score -97550.19 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -97608.835938 Penalty: 2485.220215
	Iteration 9Q: 3 clusters Score -97608.84 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -97646.539062 Penalty: 2485.220215
	Iteration 10Q: 3 clusters Score -97646.54 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -97679.875000 Penalty: 2485.220215
	Iteration 11Q: 3 clusters Score -97679.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -97707.570312 Penalty: 2485.220215
	Iteration 12Q: 3 clusters Score -97707.57 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -97734.218750 Penalty: 2485.220215
	Iteration 13Q: 3 clusters Score -97734.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -97750.179688 Penalty: 2485.220215
	Iteration 14Q: 3 clusters Score -97750.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -97759.367188 Penalty: 2485.220215
	Iteration 15Q: 3 clusters Score -97759.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -97764.789062 Penalty: 2485.220215
	Iteration 16Q: 3 clusters Score -97764.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -97766.562500 Penalty: 2485.220215
	Iteration 17Q: 3 clusters Score -97766.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -97768.140625 Penalty: 2485.220215
	Iteration 18Q: 3 clusters Score -97768.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -97774.539062 Penalty: 2485.220215
	Iteration 19Q: 3 clusters Score -97774.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -97780.617188 Penalty: 2485.220215
	Iteration 20F: 3 clusters Score -97780.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -97782.078125 Penalty: 2485.220215
	Iteration 21Q: 3 clusters Score -97782.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -97784.570312 Penalty: 2485.220215
	Iteration 22Q: 3 clusters Score -97784.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -97786.937500 Penalty: 2485.220215
	Iteration 23Q: 3 clusters Score -97786.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -97788.578125 Penalty: 2485.220215
	Iteration 24Q: 3 clusters Score -97788.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -97790.250000 Penalty: 2485.220215
	Iteration 25Q: 3 clusters Score -97790.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -97794.789062 Penalty: 2485.220215
	Iteration 26Q: 3 clusters Score -97794.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -97796.273438 Penalty: 2485.220215
	Iteration 27Q: 3 clusters Score -97796.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -97798.929688 Penalty: 2485.220215
	Iteration 28Q: 3 clusters Score -97798.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -97801.523438 Penalty: 2485.220215
	Iteration 29Q: 3 clusters Score -97801.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -97802.203125 Penalty: 2485.220215
	Iteration 30Q: 3 clusters Score -97802.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -97802.773438 Penalty: 2485.220215
	Iteration 31Q: 3 clusters Score -97802.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -97803.695312 Penalty: 2485.220215
	Iteration 32Q: 3 clusters Score -97803.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -97803.695312 Penalty: 2485.220215
	Iteration 33F: 3 clusters Score -97803.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Entering Unmasked Estep 
Score: -118356.171875 Penalty: 1253.924805
	Iteration 0F: 2 clusters Score -118356.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -116061.281250 Penalty: 2507.849609
	Iteration 0F: 3 clusters Score -116061.3 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -116546.570312 Penalty: 2507.849609
	Iteration 1F: 3 clusters Score -116546.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -116666.421875 Penalty: 2507.849609
	Iteration 2F: 3 clusters Score -116666.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -116747.757812 Penalty: 2507.849609
	Iteration 3F: 3 clusters Score -116747.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -116801.257812 Penalty: 2507.849609
	Iteration 4Q: 3 clusters Score -116801.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -116839.875000 Penalty: 2507.849609
	Iteration 5Q: 3 clusters Score -116839.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -116872.742188 Penalty: 2507.849609
	Iteration 6Q: 3 clusters Score -116872.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -116895.921875 Penalty: 2507.849609
	Iteration 7Q: 3 clusters Score -116895.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -116912.500000 Penalty: 2507.849609
	Iteration 8Q: 3 clusters Score -116912.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -116926.914062 Penalty: 2507.849609
	Iteration 9Q: 3 clusters Score -116926.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -116934.835938 Penalty: 2507.849609
	Iteration 10Q: 3 clusters Score -116934.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -116940.765625 Penalty: 2507.849609
	Iteration 11Q: 3 clusters Score -116940.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -116945.218750 Penalty: 2507.849609
	Iteration 12Q: 3 clusters Score -116945.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -116948.906250 Penalty: 2507.849609
	Iteration 13Q: 3 clusters Score -116948.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -116954.468750 Penalty: 2507.849609
	Iteration 14Q: 3 clusters Score -116954.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -116959.835938 Penalty: 2507.849609
	Iteration 15Q: 3 clusters Score -116959.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -116964.476562 Penalty: 2507.849609
	Iteration 16Q: 3 clusters Score -116964.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -116967.492188 Penalty: 2507.849609
	Iteration 17Q: 3 clusters Score -116967.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -116969.750000 Penalty: 2507.849609
	Iteration 18Q: 3 clusters Score -116969.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -116972.617188 Penalty: 2507.849609
	Iteration 19Q: 3 clusters Score -116972.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -116974.796875 Penalty: 2507.849609
	Iteration 20F: 3 clusters Score -116974.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -116978.328125 Penalty: 2507.849609
	Iteration 21Q: 3 clusters Score -116978.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -116981.757812 Penalty: 2507.849609
	Iteration 22Q: 3 clusters Score -116981.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -116986.234375 Penalty: 2507.849609
	Iteration 23Q: 3 clusters Score -116986.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -116990.343750 Penalty: 2507.849609
	Iteration 24Q: 3 clusters Score -116990.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -116996.281250 Penalty: 2507.849609
	Iteration 25Q: 3 clusters Score -116996.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -116998.828125 Penalty: 2507.849609
	Iteration 26Q: 3 clusters Score -116998.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -117003.445312 Penalty: 2507.849609
	Iteration 27Q: 3 clusters Score -117003.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -117008.820312 Penalty: 2507.849609
	Iteration 28Q: 3 clusters Score -117008.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -117013.351562 Penalty: 2507.849609
	Iteration 29Q: 3 clusters Score -117013.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -117017.398438 Penalty: 2507.849609
	Iteration 30Q: 3 clusters Score -117017.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -117020.515625 Penalty: 2507.849609
	Iteration 31Q: 3 clusters Score -117020.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -117022.304688 Penalty: 2507.849609
	Iteration 32Q: 3 clusters Score -117022.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -117025.179688 Penalty: 2507.849609
	Iteration 33Q: 3 clusters Score -117025.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -117028.070312 Penalty: 2507.849609
	Iteration 34Q: 3 clusters Score -117028.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -117031.023438 Penalty: 2507.849609
	Iteration 35Q: 3 clusters Score -117031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -117032.125000 Penalty: 2507.849609
	Iteration 36Q: 3 clusters Score -117032.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -117032.718750 Penalty: 2507.849609
	Iteration 37Q: 3 clusters Score -117032.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -117034.859375 Penalty: 2507.849609
	Iteration 38Q: 3 clusters Score -117034.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -117037.976562 Penalty: 2507.849609
	Iteration 39Q: 3 clusters Score -117038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -117042.054688 Penalty: 2507.849609
	Iteration 40F: 3 clusters Score -117042.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -117046.992188 Penalty: 2507.849609
	Iteration 41Q: 3 clusters Score -117047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -117051.039062 Penalty: 2507.849609
	Iteration 42Q: 3 clusters Score -117051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -117054.992188 Penalty: 2507.849609
	Iteration 43Q: 3 clusters Score -117055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -117056.234375 Penalty: 2507.849609
	Iteration 44Q: 3 clusters Score -117056.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -117057.226562 Penalty: 2507.849609
	Iteration 45Q: 3 clusters Score -117057.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -117057.867188 Penalty: 2507.849609
	Iteration 46Q: 3 clusters Score -117057.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -117058.328125 Penalty: 2507.849609
	Iteration 47Q: 3 clusters Score -117058.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -117060.476562 Penalty: 2507.849609
	Iteration 48Q: 3 clusters Score -117060.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -117066.414062 Penalty: 2507.849609
	Iteration 49Q: 3 clusters Score -117066.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -117069.710938 Penalty: 2507.849609
	Iteration 50Q: 3 clusters Score -117069.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -117072.289062 Penalty: 2507.849609
	Iteration 51Q: 3 clusters Score -117072.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -117075.851562 Penalty: 2507.849609
	Iteration 52Q: 3 clusters Score -117075.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -117077.617188 Penalty: 2507.849609
	Iteration 53Q: 3 clusters Score -117077.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -117081.953125 Penalty: 2507.849609
	Iteration 54Q: 3 clusters Score -117082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -117086.179688 Penalty: 2507.849609
	Iteration 55Q: 3 clusters Score -117086.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -117092.125000 Penalty: 2507.849609
	Iteration 56Q: 3 clusters Score -117092.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -117096.320312 Penalty: 2507.849609
	Iteration 57Q: 3 clusters Score -117096.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -117101.289062 Penalty: 2507.849609
	Iteration 58Q: 3 clusters Score -117101.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -117105.312500 Penalty: 2507.849609
	Iteration 59Q: 3 clusters Score -117105.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -117110.484375 Penalty: 2507.849609
	Iteration 60F: 3 clusters Score -117110.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -117114.968750 Penalty: 2507.849609
	Iteration 61Q: 3 clusters Score -117115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -117122.070312 Penalty: 2507.849609
	Iteration 62Q: 3 clusters Score -117122.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -117130.296875 Penalty: 2507.849609
	Iteration 63Q: 3 clusters Score -117130.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -117140.257812 Penalty: 2507.849609
	Iteration 64Q: 3 clusters Score -117140.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -117151.132812 Penalty: 2507.849609
	Iteration 65Q: 3 clusters Score -117151.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -117157.421875 Penalty: 2507.849609
	Iteration 66Q: 3 clusters Score -117157.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -117161.820312 Penalty: 2507.849609
	Iteration 67Q: 3 clusters Score -117161.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -117164.710938 Penalty: 2507.849609
	Iteration 68Q: 3 clusters Score -117164.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -117168.320312 Penalty: 2507.849609
	Iteration 69Q: 3 clusters Score -117168.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -117170.242188 Penalty: 2507.849609
	Iteration 70Q: 3 clusters Score -117170.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -117174.242188 Penalty: 2507.849609
	Iteration 71Q: 3 clusters Score -117174.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -117178.085938 Penalty: 2507.849609
	Iteration 72Q: 3 clusters Score -117178.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -117181.328125 Penalty: 2507.849609
	Iteration 73Q: 3 clusters Score -117181.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -117182.750000 Penalty: 2507.849609
	Iteration 74Q: 3 clusters Score -117182.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -117182.750000 Penalty: 2507.849609
	Iteration 75F: 3 clusters Score -117182.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (154592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154592 members 
Entering Unmasked Estep 
Score: -8031976.500000 Penalty: 1941.638428
	Iteration 0F: 2 clusters Score -8031976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77078 members 
Mstep: Class 2 contains 77514 members 
Entering Unmasked Estep 
Score: -7927989.500000 Penalty: 3883.276855
	Iteration 0F: 3 clusters Score -7927990 nChanged 74946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75878 members 
Mstep: Class 2 contains 78714 members 
Entering Unmasked Estep 
Score: -7972538.500000 Penalty: 3883.276855
	Iteration 1F: 3 clusters Score -7972538 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74898 members 
Mstep: Class 2 contains 79694 members 
Entering Unmasked Estep 
Score: -7973954.000000 Penalty: 3883.276855
	Iteration 2Q: 3 clusters Score -7973954 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73640 members 
Mstep: Class 2 contains 80952 members 
Entering Unmasked Estep 
Score: -7975782.000000 Penalty: 3883.276855
	Iteration 3Q: 3 clusters Score -7975782 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71702 members 
Mstep: Class 2 contains 82890 members 
Entering Unmasked Estep 
Score: -7977819.500000 Penalty: 3883.276855
	Iteration 4Q: 3 clusters Score -7977820 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68838 members 
Mstep: Class 2 contains 85754 members 
Entering Unmasked Estep 
Score: -7980509.000000 Penalty: 3883.276855
	Iteration 5Q: 3 clusters Score -7980509 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64765 members 
Mstep: Class 2 contains 89827 members 
Entering Unmasked Estep 
Score: -7983714.500000 Penalty: 3883.276855
	Iteration 6Q: 3 clusters Score -7983714 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59348 members 
Mstep: Class 2 contains 95244 members 
Entering Unmasked Estep 
Score: -7987943.500000 Penalty: 3883.276855
	Iteration 7Q: 3 clusters Score -7987944 nChanged 8028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52546 members 
Mstep: Class 2 contains 102046 members 
Entering Unmasked Estep 
Score: -7992986.000000 Penalty: 3883.276855
	Iteration 8F: 3 clusters Score -7992986 nChanged 8565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 109989 members 
Entering Unmasked Estep 
Score: -7998697.500000 Penalty: 3883.276855
	Iteration 9F: 3 clusters Score -7998698 nChanged 8963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 118692 members 
Entering Unmasked Estep 
Score: -8004997.000000 Penalty: 3883.276855
	Iteration 10F: 3 clusters Score -8004997 nChanged 8888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 127508 members 
Entering Unmasked Estep 
Score: -8011389.500000 Penalty: 3883.276855
	Iteration 11F: 3 clusters Score -8011390 nChanged 8151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 135651 members 
Entering Unmasked Estep 
Score: -8017367.000000 Penalty: 3883.276855
	Iteration 12F: 3 clusters Score -8017367 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 142333 members 
Entering Unmasked Estep 
Score: -8022200.500000 Penalty: 3883.276855
	Iteration 13Q: 3 clusters Score -8022200 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 147116 members 
Entering Unmasked Estep 
Score: -8025595.000000 Penalty: 3883.276855
	Iteration 14Q: 3 clusters Score -8025595 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 150112 members 
Entering Unmasked Estep 
Score: -8027615.500000 Penalty: 3883.276855
	Iteration 15Q: 3 clusters Score -8027616 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 151822 members 
Entering Unmasked Estep 
Score: -8028726.500000 Penalty: 3883.276855
	Iteration 16Q: 3 clusters Score -8028726 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 152804 members 
Entering Unmasked Estep 
Score: -8029358.000000 Penalty: 3883.276855
	Iteration 17Q: 3 clusters Score -8029358 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 153335 members 
Entering Unmasked Estep 
Score: -8029719.000000 Penalty: 3883.276855
	Iteration 18Q: 3 clusters Score -8029719 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 153622 members 
Entering Unmasked Estep 
Score: -8029933.000000 Penalty: 3883.276855
	Iteration 19Q: 3 clusters Score -8029933 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 153778 members 
Entering Unmasked Estep 
Score: -8030029.500000 Penalty: 3883.276855
	Iteration 20F: 3 clusters Score -8030030 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 153884 members 
Entering Unmasked Estep 
Score: -8030083.000000 Penalty: 3883.276855
	Iteration 21Q: 3 clusters Score -8030083 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 153962 members 
Entering Unmasked Estep 
Score: -8030120.000000 Penalty: 3883.276855
	Iteration 22Q: 3 clusters Score -8030120 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 154008 members 
Entering Unmasked Estep 
Score: -8030170.500000 Penalty: 3883.276855
	Iteration 23Q: 3 clusters Score -8030170 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 154052 members 
Entering Unmasked Estep 
Score: -8030182.000000 Penalty: 3883.276855
	Iteration 24Q: 3 clusters Score -8030182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 154077 members 
Entering Unmasked Estep 
Score: -8030211.000000 Penalty: 3883.276855
	Iteration 25Q: 3 clusters Score -8030211 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 154092 members 
Entering Unmasked Estep 
Score: -8030224.500000 Penalty: 3883.276855
	Iteration 26Q: 3 clusters Score -8030224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 154100 members 
Entering Unmasked Estep 
Score: -8030235.000000 Penalty: 3883.276855
	Iteration 27Q: 3 clusters Score -8030235 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 154118 members 
Entering Unmasked Estep 
Score: -8030250.000000 Penalty: 3883.276855
	Iteration 28Q: 3 clusters Score -8030250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 154132 members 
Entering Unmasked Estep 
Score: -8030259.500000 Penalty: 3883.276855
	Iteration 29Q: 3 clusters Score -8030260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 154135 members 
Entering Unmasked Estep 
Score: -8030278.000000 Penalty: 3883.276855
	Iteration 30Q: 3 clusters Score -8030278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 154135 members 
Entering Unmasked Estep 
Score: -8030292.000000 Penalty: 3883.276855
	Iteration 31Q: 3 clusters Score -8030292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 154141 members 
Entering Unmasked Estep 
Score: -8030307.500000 Penalty: 3883.276855
	Iteration 32Q: 3 clusters Score -8030308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 154145 members 
Entering Unmasked Estep 
Score: -8030306.000000 Penalty: 3883.276855
	Iteration 33Q: 3 clusters Score -8030306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 154150 members 
Entering Unmasked Estep 
Score: -8030315.000000 Penalty: 3883.276855
	Iteration 34Q: 3 clusters Score -8030315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 154154 members 
Entering Unmasked Estep 
Score: -8030313.000000 Penalty: 3883.276855
	Iteration 35Q: 3 clusters Score -8030313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 154157 members 
Entering Unmasked Estep 
Score: -8030321.500000 Penalty: 3883.276855
	Iteration 36Q: 3 clusters Score -8030322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 154158 members 
Entering Unmasked Estep 
Score: -8030325.500000 Penalty: 3883.276855
	Iteration 37Q: 3 clusters Score -8030326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 154161 members 
Entering Unmasked Estep 
Score: -8030326.000000 Penalty: 3883.276855
	Iteration 38Q: 3 clusters Score -8030326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 154161 members 
Entering Unmasked Estep 
Score: -8030326.000000 Penalty: 3883.276855
	Iteration 39F: 3 clusters Score -8030326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 1601 members 
Mstep: Class 3 contains 9905 members 
Mstep: Class 4 contains 10898 members 
Mstep: Class 5 contains 4407 members 
Mstep: Class 6 contains 4678 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 4204 members 
Mstep: Class 9 contains 14045 members 
Mstep: Class 11 contains 16872 members 
Mstep: Class 12 contains 32715 members 
Mstep: Class 13 contains 43359 members 
Mstep: Class 14 contains 128262 members 
Mstep: Class 15 contains 12235 members 
Mstep: Class 16 contains 2094 members 
Mstep: Class 19 contains 2245 members 
Mstep: Class 20 contains 154592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142920.000000 Penalty: 36036.289062
Iteration 119Q: 18 clusters Score -2.314292e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 1585 members 
Mstep: Class 3 contains 9908 members 
Mstep: Class 4 contains 10879 members 
Mstep: Class 5 contains 4399 members 
Mstep: Class 6 contains 4676 members 
Mstep: Class 7 contains 2070 members 
Mstep: Class 8 contains 4211 members 
Mstep: Class 9 contains 14005 members 
Mstep: Class 11 contains 16835 members 
Mstep: Class 12 contains 32650 members 
Mstep: Class 13 contains 43314 members 
Mstep: Class 14 contains 128579 members 
Mstep: Class 15 contains 12224 members 
Mstep: Class 16 contains 2094 members 
Mstep: Class 19 contains 2246 members 
Mstep: Class 20 contains 154543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142912.000000 Penalty: 36036.289062
Iteration 120F: 18 clusters Score -2.314291e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 1569 members 
Mstep: Class 3 contains 9912 members 
Mstep: Class 4 contains 10848 members 
Mstep: Class 5 contains 4397 members 
Mstep: Class 6 contains 4673 members 
Mstep: Class 7 contains 2074 members 
Mstep: Class 8 contains 4210 members 
Mstep: Class 9 contains 13973 members 
Mstep: Class 11 contains 16801 members 
Mstep: Class 12 contains 32590 members 
Mstep: Class 13 contains 43278 members 
Mstep: Class 14 contains 128868 members 
Mstep: Class 15 contains 12208 members 
Mstep: Class 16 contains 2094 members 
Mstep: Class 19 contains 2246 members 
Mstep: Class 20 contains 154504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142864.000000 Penalty: 36036.289062
Iteration 121Q: 18 clusters Score -2.314286e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 1564 members 
Mstep: Class 3 contains 9914 members 
Mstep: Class 4 contains 10820 members 
Mstep: Class 5 contains 4397 members 
Mstep: Class 6 contains 4674 members 
Mstep: Class 7 contains 2075 members 
Mstep: Class 8 contains 4209 members 
Mstep: Class 9 contains 13924 members 
Mstep: Class 11 contains 16768 members 
Mstep: Class 12 contains 32547 members 
Mstep: Class 13 contains 43242 members 
Mstep: Class 14 contains 129175 members 
Mstep: Class 15 contains 12177 members 
Mstep: Class 16 contains 2094 members 
Mstep: Class 19 contains 2246 members 
Mstep: Class 20 contains 154453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142910.000000 Penalty: 36036.289062
Iteration 122Q: 18 clusters Score -2.314291e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 1552 members 
Mstep: Class 3 contains 9914 members 
Mstep: Class 4 contains 10785 members 
Mstep: Class 5 contains 4393 members 
Mstep: Class 6 contains 4674 members 
Mstep: Class 7 contains 2078 members 
Mstep: Class 8 contains 4209 members 
Mstep: Class 9 contains 13892 members 
Mstep: Class 11 contains 16725 members 
Mstep: Class 12 contains 32500 members 
Mstep: Class 13 contains 43210 members 
Mstep: Class 14 contains 129484 members 
Mstep: Class 15 contains 12144 members 
Mstep: Class 16 contains 2094 members 
Mstep: Class 19 contains 2245 members 
Mstep: Class 20 contains 154404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142994.000000 Penalty: 36036.289062
Iteration 123Q: 18 clusters Score -2.314299e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 9918 members 
Mstep: Class 4 contains 10759 members 
Mstep: Class 5 contains 4392 members 
Mstep: Class 6 contains 4672 members 
Mstep: Class 7 contains 2081 members 
Mstep: Class 8 contains 4214 members 
Mstep: Class 9 contains 13850 members 
Mstep: Class 11 contains 16685 members 
Mstep: Class 12 contains 32458 members 
Mstep: Class 13 contains 43167 members 
Mstep: Class 14 contains 129789 members 
Mstep: Class 15 contains 12118 members 
Mstep: Class 16 contains 2094 members 
Mstep: Class 19 contains 2247 members 
Mstep: Class 20 contains 154347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23143020.000000 Penalty: 36036.289062
Iteration 124Q: 18 clusters Score -2.314302e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 9922 members 
Mstep: Class 4 contains 10744 members 
Mstep: Class 5 contains 4387 members 
Mstep: Class 6 contains 4670 members 
Mstep: Class 7 contains 2084 members 
Mstep: Class 8 contains 4215 members 
Mstep: Class 9 contains 13814 members 
Mstep: Class 11 contains 16642 members 
Mstep: Class 12 contains 32409 members 
Mstep: Class 13 contains 43129 members 
Mstep: Class 14 contains 130091 members 
Mstep: Class 15 contains 12094 members 
Mstep: Class 16 contains 2092 members 
Mstep: Class 19 contains 2247 members 
Mstep: Class 20 contains 154288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142972.000000 Penalty: 36036.289062
Iteration 125Q: 18 clusters Score -2.314297e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 1543 members 
Mstep: Class 3 contains 9927 members 
Mstep: Class 4 contains 10730 members 
Mstep: Class 5 contains 4379 members 
Mstep: Class 6 contains 4672 members 
Mstep: Class 7 contains 2090 members 
Mstep: Class 8 contains 4217 members 
Mstep: Class 9 contains 13779 members 
Mstep: Class 11 contains 16601 members 
Mstep: Class 12 contains 32365 members 
Mstep: Class 13 contains 43092 members 
Mstep: Class 14 contains 130358 members 
Mstep: Class 15 contains 12077 members 
Mstep: Class 16 contains 2090 members 
Mstep: Class 19 contains 2252 members 
Mstep: Class 20 contains 154231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142990.000000 Penalty: 36036.289062
Iteration 126Q: 18 clusters Score -2.314299e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 1542 members 
Mstep: Class 3 contains 9929 members 
Mstep: Class 4 contains 10713 members 
Mstep: Class 5 contains 4367 members 
Mstep: Class 6 contains 4669 members 
Mstep: Class 7 contains 2091 members 
Mstep: Class 8 contains 4221 members 
Mstep: Class 9 contains 13752 members 
Mstep: Class 11 contains 16550 members 
Mstep: Class 12 contains 32317 members 
Mstep: Class 13 contains 43049 members 
Mstep: Class 14 contains 130629 members 
Mstep: Class 15 contains 12066 members 
Mstep: Class 16 contains 2088 members 
Mstep: Class 19 contains 2258 members 
Mstep: Class 20 contains 154187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142928.000000 Penalty: 36036.289062
Iteration 127Q: 18 clusters Score -2.314293e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 1537 members 
Mstep: Class 3 contains 9935 members 
Mstep: Class 4 contains 10688 members 
Mstep: Class 5 contains 4359 members 
Mstep: Class 6 contains 4663 members 
Mstep: Class 7 contains 2091 members 
Mstep: Class 8 contains 4225 members 
Mstep: Class 9 contains 13727 members 
Mstep: Class 11 contains 16503 members 
Mstep: Class 12 contains 32259 members 
Mstep: Class 13 contains 43028 members 
Mstep: Class 14 contains 130879 members 
Mstep: Class 15 contains 12048 members 
Mstep: Class 16 contains 2086 members 
Mstep: Class 19 contains 2262 members 
Mstep: Class 20 contains 154163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142972.000000 Penalty: 36036.289062
Iteration 128Q: 18 clusters Score -2.314297e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 1533 members 
Mstep: Class 3 contains 9937 members 
Mstep: Class 4 contains 10669 members 
Mstep: Class 5 contains 4353 members 
Mstep: Class 6 contains 4659 members 
Mstep: Class 7 contains 2092 members 
Mstep: Class 8 contains 4226 members 
Mstep: Class 9 contains 13708 members 
Mstep: Class 11 contains 16455 members 
Mstep: Class 12 contains 32224 members 
Mstep: Class 13 contains 43007 members 
Mstep: Class 14 contains 131118 members 
Mstep: Class 15 contains 12036 members 
Mstep: Class 16 contains 2088 members 
Mstep: Class 19 contains 2264 members 
Mstep: Class 20 contains 154107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142924.000000 Penalty: 36036.289062
Iteration 129Q: 18 clusters Score -2.314292e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 1530 members 
Mstep: Class 3 contains 9940 members 
Mstep: Class 4 contains 10652 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 4654 members 
Mstep: Class 7 contains 2090 members 
Mstep: Class 8 contains 4227 members 
Mstep: Class 9 contains 13681 members 
Mstep: Class 11 contains 16418 members 
Mstep: Class 12 contains 32178 members 
Mstep: Class 13 contains 42982 members 
Mstep: Class 14 contains 131372 members 
Mstep: Class 15 contains 12024 members 
Mstep: Class 16 contains 2089 members 
Mstep: Class 19 contains 2270 members 
Mstep: Class 20 contains 154047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142950.000000 Penalty: 36036.289062
Iteration 130Q: 18 clusters Score -2.314295e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 1526 members 
Mstep: Class 3 contains 9945 members 
Mstep: Class 4 contains 10638 members 
Mstep: Class 5 contains 4342 members 
Mstep: Class 6 contains 4653 members 
Mstep: Class 7 contains 2092 members 
Mstep: Class 8 contains 4226 members 
Mstep: Class 9 contains 13659 members 
Mstep: Class 11 contains 16376 members 
Mstep: Class 12 contains 32135 members 
Mstep: Class 13 contains 42959 members 
Mstep: Class 14 contains 131621 members 
Mstep: Class 15 contains 12006 members 
Mstep: Class 16 contains 2087 members 
Mstep: Class 19 contains 2270 members 
Mstep: Class 20 contains 153995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142938.000000 Penalty: 36036.289062
Iteration 131Q: 18 clusters Score -2.314294e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 3 contains 9950 members 
Mstep: Class 4 contains 10629 members 
Mstep: Class 5 contains 4337 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 2094 members 
Mstep: Class 8 contains 4228 members 
Mstep: Class 9 contains 13637 members 
Mstep: Class 11 contains 16334 members 
Mstep: Class 12 contains 32081 members 
Mstep: Class 13 contains 42938 members 
Mstep: Class 14 contains 131884 members 
Mstep: Class 15 contains 11991 members 
Mstep: Class 16 contains 2085 members 
Mstep: Class 19 contains 2271 members 
Mstep: Class 20 contains 153926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142986.000000 Penalty: 36036.289062
Iteration 132Q: 18 clusters Score -2.314299e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 1519 members 
Mstep: Class 3 contains 9951 members 
Mstep: Class 4 contains 10617 members 
Mstep: Class 5 contains 4335 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 2095 members 
Mstep: Class 8 contains 4231 members 
Mstep: Class 9 contains 13617 members 
Mstep: Class 11 contains 16285 members 
Mstep: Class 12 contains 32031 members 
Mstep: Class 13 contains 42913 members 
Mstep: Class 14 contains 132130 members 
Mstep: Class 15 contains 11975 members 
Mstep: Class 16 contains 2084 members 
Mstep: Class 19 contains 2272 members 
Mstep: Class 20 contains 153883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23143034.000000 Penalty: 36036.289062
Iteration 133Q: 18 clusters Score -2.314303e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 1517 members 
Mstep: Class 3 contains 9953 members 
Mstep: Class 4 contains 10606 members 
Mstep: Class 5 contains 4336 members 
Mstep: Class 6 contains 4624 members 
Mstep: Class 7 contains 2096 members 
Mstep: Class 8 contains 4231 members 
Mstep: Class 9 contains 13592 members 
Mstep: Class 11 contains 16246 members 
Mstep: Class 12 contains 31991 members 
Mstep: Class 13 contains 42893 members 
Mstep: Class 14 contains 132360 members 
Mstep: Class 15 contains 11959 members 
Mstep: Class 16 contains 2081 members 
Mstep: Class 19 contains 2271 members 
Mstep: Class 20 contains 153849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142986.000000 Penalty: 36036.289062
Iteration 134Q: 18 clusters Score -2.314299e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 1512 members 
Mstep: Class 3 contains 9956 members 
Mstep: Class 4 contains 10598 members 
Mstep: Class 5 contains 4333 members 
Mstep: Class 6 contains 4615 members 
Mstep: Class 7 contains 2096 members 
Mstep: Class 8 contains 4233 members 
Mstep: Class 9 contains 13576 members 
Mstep: Class 11 contains 16215 members 
Mstep: Class 12 contains 31951 members 
Mstep: Class 13 contains 42874 members 
Mstep: Class 14 contains 132567 members 
Mstep: Class 15 contains 11942 members 
Mstep: Class 16 contains 2074 members 
Mstep: Class 19 contains 2273 members 
Mstep: Class 20 contains 153819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23143018.000000 Penalty: 36036.289062
Iteration 135Q: 18 clusters Score -2.314302e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 1505 members 
Mstep: Class 3 contains 9956 members 
Mstep: Class 4 contains 10592 members 
Mstep: Class 5 contains 4327 members 
Mstep: Class 6 contains 4609 members 
Mstep: Class 7 contains 2096 members 
Mstep: Class 8 contains 4236 members 
Mstep: Class 9 contains 13556 members 
Mstep: Class 11 contains 16188 members 
Mstep: Class 12 contains 31908 members 
Mstep: Class 13 contains 42855 members 
Mstep: Class 14 contains 132773 members 
Mstep: Class 15 contains 11937 members 
Mstep: Class 16 contains 2072 members 
Mstep: Class 19 contains 2277 members 
Mstep: Class 20 contains 153774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23143022.000000 Penalty: 36036.289062
Iteration 136Q: 18 clusters Score -2.314302e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 9960 members 
Mstep: Class 4 contains 10589 members 
Mstep: Class 5 contains 4326 members 
Mstep: Class 6 contains 4598 members 
Mstep: Class 7 contains 2098 members 
Mstep: Class 8 contains 4238 members 
Mstep: Class 9 contains 13530 members 
Mstep: Class 11 contains 16164 members 
Mstep: Class 12 contains 31859 members 
Mstep: Class 13 contains 42836 members 
Mstep: Class 14 contains 132974 members 
Mstep: Class 15 contains 11929 members 
Mstep: Class 16 contains 2075 members 
Mstep: Class 19 contains 2279 members 
Mstep: Class 20 contains 153737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23143060.000000 Penalty: 36036.289062
Iteration 137Q: 18 clusters Score -2.314306e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 1492 members 
Mstep: Class 3 contains 9961 members 
Mstep: Class 4 contains 10586 members 
Mstep: Class 5 contains 4322 members 
Mstep: Class 6 contains 4595 members 
Mstep: Class 7 contains 2099 members 
Mstep: Class 8 contains 4237 members 
Mstep: Class 9 contains 13516 members 
Mstep: Class 11 contains 16142 members 
Mstep: Class 12 contains 31803 members 
Mstep: Class 13 contains 42820 members 
Mstep: Class 14 contains 133161 members 
Mstep: Class 15 contains 11917 members 
Mstep: Class 16 contains 2074 members 
Mstep: Class 19 contains 2282 members 
Mstep: Class 20 contains 153713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23143058.000000 Penalty: 36036.289062
Iteration 138Q: 18 clusters Score -2.314306e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 1487 members 
Mstep: Class 3 contains 9962 members 
Mstep: Class 4 contains 10582 members 
Mstep: Class 5 contains 4316 members 
Mstep: Class 6 contains 4591 members 
Mstep: Class 7 contains 2097 members 
Mstep: Class 8 contains 4238 members 
Mstep: Class 9 contains 13489 members 
Mstep: Class 11 contains 16116 members 
Mstep: Class 12 contains 31748 members 
Mstep: Class 13 contains 42809 members 
Mstep: Class 14 contains 133357 members 
Mstep: Class 15 contains 11911 members 
Mstep: Class 16 contains 2069 members 
Mstep: Class 19 contains 2281 members 
Mstep: Class 20 contains 153689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23143112.000000 Penalty: 36036.289062
Iteration 139Q: 18 clusters Score -2.314311e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 1483 members 
Mstep: Class 3 contains 9965 members 
Mstep: Class 4 contains 10577 members 
Mstep: Class 5 contains 4312 members 
Mstep: Class 6 contains 4586 members 
Mstep: Class 7 contains 2097 members 
Mstep: Class 8 contains 4240 members 
Mstep: Class 9 contains 13465 members 
Mstep: Class 11 contains 16090 members 
Mstep: Class 12 contains 31702 members 
Mstep: Class 13 contains 42791 members 
Mstep: Class 14 contains 133530 members 
Mstep: Class 15 contains 11910 members 
Mstep: Class 16 contains 2071 members 
Mstep: Class 19 contains 2278 members 
Mstep: Class 20 contains 153663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23143098.000000 Penalty: 36036.289062
Iteration 140F: 18 clusters Score -2.31431e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 1482 members 
Mstep: Class 3 contains 9965 members 
Mstep: Class 4 contains 10574 members 
Mstep: Class 5 contains 4308 members 
Mstep: Class 6 contains 4580 members 
Mstep: Class 7 contains 2097 members 
Mstep: Class 8 contains 4242 members 
Mstep: Class 9 contains 13438 members 
Mstep: Class 11 contains 16072 members 
Mstep: Class 12 contains 31659 members 
Mstep: Class 13 contains 42765 members 
Mstep: Class 14 contains 133714 members 
Mstep: Class 15 contains 11909 members 
Mstep: Class 16 contains 2069 members 
Mstep: Class 19 contains 2280 members 
Mstep: Class 20 contains 153630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23143140.000000 Penalty: 36036.289062
Iteration 141Q: 18 clusters Score -2.314314e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 1480 members 
Mstep: Class 3 contains 9970 members 
Mstep: Class 4 contains 10570 members 
Mstep: Class 5 contains 4303 members 
Mstep: Class 6 contains 4574 members 
Mstep: Class 7 contains 2100 members 
Mstep: Class 8 contains 4246 members 
Mstep: Class 9 contains 13414 members 
Mstep: Class 11 contains 16053 members 
Mstep: Class 12 contains 31608 members 
Mstep: Class 13 contains 42742 members 
Mstep: Class 14 contains 133903 members 
Mstep: Class 15 contains 11909 members 
Mstep: Class 16 contains 2065 members 
Mstep: Class 19 contains 2281 members 
Mstep: Class 20 contains 153599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23143162.000000 Penalty: 36036.289062
Iteration 142Q: 18 clusters Score -2.314316e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 1476 members 
Mstep: Class 3 contains 9969 members 
Mstep: Class 4 contains 10570 members 
Mstep: Class 5 contains 4300 members 
Mstep: Class 6 contains 4565 members 
Mstep: Class 7 contains 2098 members 
Mstep: Class 8 contains 4251 members 
Mstep: Class 9 contains 13390 members 
Mstep: Class 11 contains 16027 members 
Mstep: Class 12 contains 31558 members 
Mstep: Class 13 contains 42713 members 
Mstep: Class 14 contains 134115 members 
Mstep: Class 15 contains 11905 members 
Mstep: Class 16 contains 2061 members 
Mstep: Class 19 contains 2281 members 
Mstep: Class 20 contains 153568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23143150.000000 Penalty: 36036.289062
Iteration 143Q: 18 clusters Score -2.314315e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 1473 members 
Mstep: Class 3 contains 9970 members 
Mstep: Class 4 contains 10567 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 4561 members 
Mstep: Class 7 contains 2097 members 
Mstep: Class 8 contains 4253 members 
Mstep: Class 9 contains 13365 members 
Mstep: Class 11 contains 15999 members 
Mstep: Class 12 contains 31501 members 
Mstep: Class 13 contains 42688 members 
Mstep: Class 14 contains 134344 members 
Mstep: Class 15 contains 11894 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 19 contains 2281 members 
Mstep: Class 20 contains 153527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23143092.000000 Penalty: 36036.289062
Iteration 144Q: 18 clusters Score -2.314309e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 1470 members 
Mstep: Class 3 contains 9972 members 
Mstep: Class 4 contains 10562 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 4557 members 
Mstep: Class 7 contains 2098 members 
Mstep: Class 8 contains 4251 members 
Mstep: Class 9 contains 13341 members 
Mstep: Class 11 contains 15978 members 
Mstep: Class 12 contains 31444 members 
Mstep: Class 13 contains 42669 members 
Mstep: Class 14 contains 134534 members 
Mstep: Class 15 contains 11886 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 19 contains 2281 members 
Mstep: Class 20 contains 153494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23143124.000000 Penalty: 36036.289062
Iteration 145Q: 18 clusters Score -2.314312e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 1467 members 
Mstep: Class 3 contains 9976 members 
Mstep: Class 4 contains 10554 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 4549 members 
Mstep: Class 7 contains 2099 members 
Mstep: Class 8 contains 4253 members 
Mstep: Class 9 contains 13311 members 
Mstep: Class 11 contains 15957 members 
Mstep: Class 12 contains 31390 members 
Mstep: Class 13 contains 42650 members 
Mstep: Class 14 contains 134733 members 
Mstep: Class 15 contains 11873 members 
Mstep: Class 16 contains 2052 members 
Mstep: Class 19 contains 2282 members 
Mstep: Class 20 contains 153465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23143078.000000 Penalty: 36036.289062
Iteration 146Q: 18 clusters Score -2.314308e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 9976 members 
Mstep: Class 4 contains 10549 members 
Mstep: Class 5 contains 4296 members 
Mstep: Class 6 contains 4546 members 
Mstep: Class 7 contains 2102 members 
Mstep: Class 8 contains 4254 members 
Mstep: Class 9 contains 13285 members 
Mstep: Class 11 contains 15927 members 
Mstep: Class 12 contains 31349 members 
Mstep: Class 13 contains 42632 members 
Mstep: Class 14 contains 134944 members 
Mstep: Class 15 contains 11851 members 
Mstep: Class 16 contains 2051 members 
Mstep: Class 19 contains 2284 members 
Mstep: Class 20 contains 153419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23143148.000000 Penalty: 36036.289062
Iteration 147Q: 18 clusters Score -2.314315e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 1459 members 
Mstep: Class 3 contains 9975 members 
Mstep: Class 4 contains 10539 members 
Mstep: Class 5 contains 4293 members 
Mstep: Class 6 contains 4539 members 
Mstep: Class 7 contains 2103 members 
Mstep: Class 8 contains 4254 members 
Mstep: Class 9 contains 13256 members 
Mstep: Class 11 contains 15905 members 
Mstep: Class 12 contains 31310 members 
Mstep: Class 13 contains 42618 members 
Mstep: Class 14 contains 135157 members 
Mstep: Class 15 contains 11836 members 
Mstep: Class 16 contains 2054 members 
Mstep: Class 19 contains 2284 members 
Mstep: Class 20 contains 153366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23143166.000000 Penalty: 36036.289062
Iteration 148Q: 18 clusters Score -2.314317e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 1458 members 
Mstep: Class 3 contains 9972 members 
Mstep: Class 4 contains 10533 members 
Mstep: Class 5 contains 4292 members 
Mstep: Class 6 contains 4534 members 
Mstep: Class 7 contains 2104 members 
Mstep: Class 8 contains 4253 members 
Mstep: Class 9 contains 13224 members 
Mstep: Class 11 contains 15890 members 
Mstep: Class 12 contains 31280 members 
Mstep: Class 13 contains 42603 members 
Mstep: Class 14 contains 135351 members 
Mstep: Class 15 contains 11827 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 19 contains 2283 members 
Mstep: Class 20 contains 153308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23143190.000000 Penalty: 36036.289062
Iteration 149Q: 18 clusters Score -2.314319e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 1458 members 
Mstep: Class 3 contains 9972 members 
Mstep: Class 4 contains 10529 members 
Mstep: Class 5 contains 4291 members 
Mstep: Class 6 contains 4530 members 
Mstep: Class 7 contains 2104 members 
Mstep: Class 8 contains 4255 members 
Mstep: Class 9 contains 13188 members 
Mstep: Class 11 contains 15879 members 
Mstep: Class 12 contains 31244 members 
Mstep: Class 13 contains 42586 members 
Mstep: Class 14 contains 135544 members 
Mstep: Class 15 contains 11818 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 19 contains 2282 members 
Mstep: Class 20 contains 153249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23143192.000000 Penalty: 36036.289062
Iteration 150Q: 18 clusters Score -2.314319e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 1459 members 
Mstep: Class 3 contains 9975 members 
Mstep: Class 4 contains 10525 members 
Mstep: Class 5 contains 4288 members 
Mstep: Class 6 contains 4528 members 
Mstep: Class 7 contains 2103 members 
Mstep: Class 8 contains 4255 members 
Mstep: Class 9 contains 13161 members 
Mstep: Class 11 contains 15866 members 
Mstep: Class 12 contains 31202 members 
Mstep: Class 13 contains 42572 members 
Mstep: Class 14 contains 135721 members 
Mstep: Class 15 contains 11814 members 
Mstep: Class 16 contains 2061 members 
Mstep: Class 19 contains 2281 members 
Mstep: Class 20 contains 153195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23143246.000000 Penalty: 36036.289062
Iteration 151Q: 18 clusters Score -2.314325e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 9978 members 
Mstep: Class 4 contains 10521 members 
Mstep: Class 5 contains 4286 members 
Mstep: Class 6 contains 4524 members 
Mstep: Class 7 contains 2103 members 
Mstep: Class 8 contains 4255 members 
Mstep: Class 9 contains 13132 members 
Mstep: Class 11 contains 15848 members 
Mstep: Class 12 contains 31167 members 
Mstep: Class 13 contains 42563 members 
Mstep: Class 14 contains 135881 members 
Mstep: Class 15 contains 11811 members 
Mstep: Class 16 contains 2063 members 
Mstep: Class 19 contains 2280 members 
Mstep: Class 20 contains 153151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23143198.000000 Penalty: 36036.289062
Iteration 152Q: 18 clusters Score -2.31432e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 1451 members 
Mstep: Class 3 contains 9978 members 
Mstep: Class 4 contains 10516 members 
Mstep: Class 5 contains 4285 members 
Mstep: Class 6 contains 4524 members 
Mstep: Class 7 contains 2102 members 
Mstep: Class 8 contains 4259 members 
Mstep: Class 9 contains 13096 members 
Mstep: Class 11 contains 15821 members 
Mstep: Class 12 contains 31123 members 
Mstep: Class 13 contains 42553 members 
Mstep: Class 14 contains 136061 members 
Mstep: Class 15 contains 11810 members 
Mstep: Class 16 contains 2065 members 
Mstep: Class 19 contains 2280 members 
Mstep: Class 20 contains 153102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23143150.000000 Penalty: 36036.289062
Iteration 153Q: 18 clusters Score -2.314315e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 3 contains 9980 members 
Mstep: Class 4 contains 10516 members 
Mstep: Class 5 contains 4285 members 
Mstep: Class 6 contains 4523 members 
Mstep: Class 7 contains 2100 members 
Mstep: Class 8 contains 4259 members 
Mstep: Class 9 contains 13061 members 
Mstep: Class 11 contains 15804 members 
Mstep: Class 12 contains 31081 members 
Mstep: Class 13 contains 42540 members 
Mstep: Class 14 contains 136242 members 
Mstep: Class 15 contains 11810 members 
Mstep: Class 16 contains 2065 members 
Mstep: Class 19 contains 2283 members 
Mstep: Class 20 contains 153040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23143230.000000 Penalty: 36036.289062
Iteration 154Q: 18 clusters Score -2.314323e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 1438 members 
Mstep: Class 3 contains 9982 members 
Mstep: Class 4 contains 10512 members 
Mstep: Class 5 contains 4284 members 
Mstep: Class 6 contains 4521 members 
Mstep: Class 7 contains 2099 members 
Mstep: Class 8 contains 4258 members 
Mstep: Class 9 contains 13034 members 
Mstep: Class 11 contains 15791 members 
Mstep: Class 12 contains 31040 members 
Mstep: Class 13 contains 42524 members 
Mstep: Class 14 contains 136439 members 
Mstep: Class 15 contains 11809 members 
Mstep: Class 16 contains 2065 members 
Mstep: Class 19 contains 2283 members 
Mstep: Class 20 contains 152974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2117.395752 but Gain 2119.781250
Score: -23143368.000000 Penalty: 33916.507812
Iteration 155Q: 17 clusters Score -2.314337e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 3 contains 9982 members 
Mstep: Class 4 contains 10509 members 
Mstep: Class 5 contains 4290 members 
Mstep: Class 6 contains 4536 members 
Mstep: Class 7 contains 2098 members 
Mstep: Class 8 contains 4276 members 
Mstep: Class 9 contains 13377 members 
Mstep: Class 11 contains 15781 members 
Mstep: Class 12 contains 31046 members 
Mstep: Class 13 contains 42573 members 
Mstep: Class 14 contains 137405 members 
Mstep: Class 15 contains 11805 members 
Mstep: Class 16 contains 2065 members 
Mstep: Class 19 contains 2287 members 
Mstep: Class 20 contains 153031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145022.000000 Penalty: 33916.507812
Iteration 156Q: 17 clusters Score -2.314502e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 3 contains 9967 members 
Mstep: Class 4 contains 10491 members 
Mstep: Class 5 contains 4277 members 
Mstep: Class 6 contains 4525 members 
Mstep: Class 7 contains 2100 members 
Mstep: Class 8 contains 4264 members 
Mstep: Class 9 contains 13406 members 
Mstep: Class 11 contains 15737 members 
Mstep: Class 12 contains 30991 members 
Mstep: Class 13 contains 42481 members 
Mstep: Class 14 contains 137867 members 
Mstep: Class 15 contains 11790 members 
Mstep: Class 16 contains 2065 members 
Mstep: Class 19 contains 2293 members 
Mstep: Class 20 contains 152845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145070.000000 Penalty: 33916.507812
Iteration 157Q: 17 clusters Score -2.314507e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 3 contains 9962 members 
Mstep: Class 4 contains 10476 members 
Mstep: Class 5 contains 4269 members 
Mstep: Class 6 contains 4516 members 
Mstep: Class 7 contains 2107 members 
Mstep: Class 8 contains 4259 members 
Mstep: Class 9 contains 13392 members 
Mstep: Class 11 contains 15701 members 
Mstep: Class 12 contains 30945 members 
Mstep: Class 13 contains 42407 members 
Mstep: Class 14 contains 138278 members 
Mstep: Class 15 contains 11780 members 
Mstep: Class 16 contains 2063 members 
Mstep: Class 19 contains 2292 members 
Mstep: Class 20 contains 152683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145130.000000 Penalty: 33916.507812
Iteration 158Q: 17 clusters Score -2.314513e+07 nChanged 532
Entering ConstructFrom: 
Score: -23145130.000000 Penalty: 33916.507812
Entering ConstructFrom: 
Trying to split cluster 1 (17529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Entering Unmasked Estep 
Score: -940808.437500 Penalty: 1587.886963
	Iteration 0F: 2 clusters Score -940808.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -928677.812500 Penalty: 3175.773926
	Iteration 0F: 3 clusters Score -928677.8 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -932977.562500 Penalty: 3175.773926
	Iteration 1F: 3 clusters Score -932977.6 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -933309.375000 Penalty: 3175.773926
	Iteration 2Q: 3 clusters Score -933309.4 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -933612.000000 Penalty: 3175.773926
	Iteration 3Q: 3 clusters Score -933612 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -933885.062500 Penalty: 3175.773926
	Iteration 4Q: 3 clusters Score -933885.1 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -934185.750000 Penalty: 3175.773926
	Iteration 5Q: 3 clusters Score -934185.8 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -934544.750000 Penalty: 3175.773926
	Iteration 6Q: 3 clusters Score -934544.8 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -934983.750000 Penalty: 3175.773926
	Iteration 7Q: 3 clusters Score -934983.8 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -935494.687500 Penalty: 3175.773926
	Iteration 8Q: 3 clusters Score -935494.7 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -936060.437500 Penalty: 3175.773926
	Iteration 9Q: 3 clusters Score -936060.4 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -936629.875000 Penalty: 3175.773926
	Iteration 10Q: 3 clusters Score -936629.9 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -937109.562500 Penalty: 3175.773926
	Iteration 11Q: 3 clusters Score -937109.6 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -937481.375000 Penalty: 3175.773926
	Iteration 12Q: 3 clusters Score -937481.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -937695.250000 Penalty: 3175.773926
	Iteration 13Q: 3 clusters Score -937695.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -937822.187500 Penalty: 3175.773926
	Iteration 14Q: 3 clusters Score -937822.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -937898.625000 Penalty: 3175.773926
	Iteration 15Q: 3 clusters Score -937898.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -937959.250000 Penalty: 3175.773926
	Iteration 16Q: 3 clusters Score -937959.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -938007.875000 Penalty: 3175.773926
	Iteration 17Q: 3 clusters Score -938007.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -938054.125000 Penalty: 3175.773926
	Iteration 18Q: 3 clusters Score -938054.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -938103.062500 Penalty: 3175.773926
	Iteration 19Q: 3 clusters Score -938103.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -938152.437500 Penalty: 3175.773926
	Iteration 20F: 3 clusters Score -938152.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -938204.937500 Penalty: 3175.773926
	Iteration 21Q: 3 clusters Score -938204.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -938258.625000 Penalty: 3175.773926
	Iteration 22Q: 3 clusters Score -938258.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -938312.437500 Penalty: 3175.773926
	Iteration 23Q: 3 clusters Score -938312.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -938367.812500 Penalty: 3175.773926
	Iteration 24Q: 3 clusters Score -938367.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -938417.750000 Penalty: 3175.773926
	Iteration 25Q: 3 clusters Score -938417.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -938459.437500 Penalty: 3175.773926
	Iteration 26Q: 3 clusters Score -938459.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -938501.000000 Penalty: 3175.773926
	Iteration 27Q: 3 clusters Score -938501 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -938543.062500 Penalty: 3175.773926
	Iteration 28Q: 3 clusters Score -938543.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -938584.937500 Penalty: 3175.773926
	Iteration 29Q: 3 clusters Score -938584.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -938636.000000 Penalty: 3175.773926
	Iteration 30Q: 3 clusters Score -938636 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -938677.562500 Penalty: 3175.773926
	Iteration 31Q: 3 clusters Score -938677.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -938716.250000 Penalty: 3175.773926
	Iteration 32Q: 3 clusters Score -938716.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -938748.875000 Penalty: 3175.773926
	Iteration 33Q: 3 clusters Score -938748.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -938790.750000 Penalty: 3175.773926
	Iteration 34Q: 3 clusters Score -938790.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -938830.312500 Penalty: 3175.773926
	Iteration 35Q: 3 clusters Score -938830.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -938868.687500 Penalty: 3175.773926
	Iteration 36Q: 3 clusters Score -938868.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -938915.312500 Penalty: 3175.773926
	Iteration 37Q: 3 clusters Score -938915.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -938965.062500 Penalty: 3175.773926
	Iteration 38Q: 3 clusters Score -938965.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -939000.187500 Penalty: 3175.773926
	Iteration 39Q: 3 clusters Score -939000.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -939041.000000 Penalty: 3175.773926
	Iteration 40F: 3 clusters Score -939041 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -939090.625000 Penalty: 3175.773926
	Iteration 41Q: 3 clusters Score -939090.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -939144.250000 Penalty: 3175.773926
	Iteration 42Q: 3 clusters Score -939144.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -939193.687500 Penalty: 3175.773926
	Iteration 43Q: 3 clusters Score -939193.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -939229.062500 Penalty: 3175.773926
	Iteration 44Q: 3 clusters Score -939229.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -939263.562500 Penalty: 3175.773926
	Iteration 45Q: 3 clusters Score -939263.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -939297.125000 Penalty: 3175.773926
	Iteration 46Q: 3 clusters Score -939297.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -939320.687500 Penalty: 3175.773926
	Iteration 47Q: 3 clusters Score -939320.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -939334.187500 Penalty: 3175.773926
	Iteration 48Q: 3 clusters Score -939334.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -939349.500000 Penalty: 3175.773926
	Iteration 49Q: 3 clusters Score -939349.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -939358.375000 Penalty: 3175.773926
	Iteration 50Q: 3 clusters Score -939358.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -939367.812500 Penalty: 3175.773926
	Iteration 51Q: 3 clusters Score -939367.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -939373.125000 Penalty: 3175.773926
	Iteration 52Q: 3 clusters Score -939373.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -939378.625000 Penalty: 3175.773926
	Iteration 53Q: 3 clusters Score -939378.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -939387.187500 Penalty: 3175.773926
	Iteration 54Q: 3 clusters Score -939387.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -939393.312500 Penalty: 3175.773926
	Iteration 55Q: 3 clusters Score -939393.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -939402.562500 Penalty: 3175.773926
	Iteration 56Q: 3 clusters Score -939402.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -939408.562500 Penalty: 3175.773926
	Iteration 57Q: 3 clusters Score -939408.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -939411.687500 Penalty: 3175.773926
	Iteration 58Q: 3 clusters Score -939411.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -939414.937500 Penalty: 3175.773926
	Iteration 59Q: 3 clusters Score -939414.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -939417.937500 Penalty: 3175.773926
	Iteration 60F: 3 clusters Score -939417.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -939419.500000 Penalty: 3175.773926
	Iteration 61Q: 3 clusters Score -939419.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -939423.437500 Penalty: 3175.773926
	Iteration 62Q: 3 clusters Score -939423.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -939425.250000 Penalty: 3175.773926
	Iteration 63Q: 3 clusters Score -939425.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -939426.437500 Penalty: 3175.773926
	Iteration 64Q: 3 clusters Score -939426.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -939429.500000 Penalty: 3175.773926
	Iteration 65Q: 3 clusters Score -939429.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -939432.000000 Penalty: 3175.773926
	Iteration 66Q: 3 clusters Score -939432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -939437.625000 Penalty: 3175.773926
	Iteration 67Q: 3 clusters Score -939437.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -939443.312500 Penalty: 3175.773926
	Iteration 68Q: 3 clusters Score -939443.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -939451.875000 Penalty: 3175.773926
	Iteration 69Q: 3 clusters Score -939451.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -939456.187500 Penalty: 3175.773926
	Iteration 70Q: 3 clusters Score -939456.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -939457.687500 Penalty: 3175.773926
	Iteration 71Q: 3 clusters Score -939457.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -939457.875000 Penalty: 3175.773926
	Iteration 72Q: 3 clusters Score -939457.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -939458.000000 Penalty: 3175.773926
	Iteration 73Q: 3 clusters Score -939458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -939459.000000 Penalty: 3175.773926
	Iteration 74Q: 3 clusters Score -939459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -939459.000000 Penalty: 3175.773926
	Iteration 75F: 3 clusters Score -939459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Entering Unmasked Estep 
Score: -486708.593750 Penalty: 1495.947510
	Iteration 0F: 2 clusters Score -486708.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -479607.218750 Penalty: 2991.895020
	Iteration 0F: 3 clusters Score -479607.2 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -481990.437500 Penalty: 2991.895020
	Iteration 1F: 3 clusters Score -481990.4 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -482258.843750 Penalty: 2991.895020
	Iteration 2F: 3 clusters Score -482258.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -482621.156250 Penalty: 2991.895020
	Iteration 3F: 3 clusters Score -482621.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -483211.781250 Penalty: 2991.895020
	Iteration 4F: 3 clusters Score -483211.8 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -484028.906250 Penalty: 2991.895020
	Iteration 5F: 3 clusters Score -484028.9 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -484848.968750 Penalty: 2991.895020
	Iteration 6F: 3 clusters Score -484849 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -485487.125000 Penalty: 2991.895020
	Iteration 7F: 3 clusters Score -485487.1 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -485939.531250 Penalty: 2991.895020
	Iteration 8F: 3 clusters Score -485939.5 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -486254.781250 Penalty: 2991.895020
	Iteration 9Q: 3 clusters Score -486254.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -486463.093750 Penalty: 2991.895020
	Iteration 10Q: 3 clusters Score -486463.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -486591.156250 Penalty: 2991.895020
	Iteration 11Q: 3 clusters Score -486591.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -486687.218750 Penalty: 2991.895020
	Iteration 12Q: 3 clusters Score -486687.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -486747.812500 Penalty: 2991.895020
	Iteration 13Q: 3 clusters Score -486747.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -486789.281250 Penalty: 2991.895020
	Iteration 14Q: 3 clusters Score -486789.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -486818.687500 Penalty: 2991.895020
	Iteration 15Q: 3 clusters Score -486818.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -486848.406250 Penalty: 2991.895020
	Iteration 16Q: 3 clusters Score -486848.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -486873.437500 Penalty: 2991.895020
	Iteration 17Q: 3 clusters Score -486873.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -486900.562500 Penalty: 2991.895020
	Iteration 18Q: 3 clusters Score -486900.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -486925.875000 Penalty: 2991.895020
	Iteration 19Q: 3 clusters Score -486925.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -486943.125000 Penalty: 2991.895020
	Iteration 20F: 3 clusters Score -486943.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -486953.125000 Penalty: 2991.895020
	Iteration 21Q: 3 clusters Score -486953.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -486962.875000 Penalty: 2991.895020
	Iteration 22Q: 3 clusters Score -486962.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -486967.718750 Penalty: 2991.895020
	Iteration 23Q: 3 clusters Score -486967.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -486972.281250 Penalty: 2991.895020
	Iteration 24Q: 3 clusters Score -486972.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -486972.937500 Penalty: 2991.895020
	Iteration 25Q: 3 clusters Score -486972.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -486975.343750 Penalty: 2991.895020
	Iteration 26Q: 3 clusters Score -486975.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -486978.312500 Penalty: 2991.895020
	Iteration 27Q: 3 clusters Score -486978.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -486982.343750 Penalty: 2991.895020
	Iteration 28Q: 3 clusters Score -486982.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -486983.687500 Penalty: 2991.895020
	Iteration 29Q: 3 clusters Score -486983.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -486984.687500 Penalty: 2991.895020
	Iteration 30Q: 3 clusters Score -486984.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -486988.718750 Penalty: 2991.895020
	Iteration 31Q: 3 clusters Score -486988.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -486991.343750 Penalty: 2991.895020
	Iteration 32Q: 3 clusters Score -486991.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -486991.718750 Penalty: 2991.895020
	Iteration 33Q: 3 clusters Score -486991.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -486992.625000 Penalty: 2991.895020
	Iteration 34Q: 3 clusters Score -486992.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -486994.000000 Penalty: 2991.895020
	Iteration 35Q: 3 clusters Score -486994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -486994.250000 Penalty: 2991.895020
	Iteration 36Q: 3 clusters Score -486994.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -486997.062500 Penalty: 2991.895020
	Iteration 37Q: 3 clusters Score -486997.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -486998.531250 Penalty: 2991.895020
	Iteration 38Q: 3 clusters Score -486998.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -486999.437500 Penalty: 2991.895020
	Iteration 39Q: 3 clusters Score -486999.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -486999.875000 Penalty: 2991.895020
	Iteration 40F: 3 clusters Score -486999.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -487001.718750 Penalty: 2991.895020
	Iteration 41Q: 3 clusters Score -487001.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -487000.875000 Penalty: 2991.895020
	Iteration 42Q: 3 clusters Score -487000.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -487000.468750 Penalty: 2991.895020
	Iteration 43Q: 3 clusters Score -487000.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -487000.468750 Penalty: 2991.895020
	Iteration 44F: 3 clusters Score -487000.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 8608 members 
Mstep: Class 3 contains 1347 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 4262 members 
Mstep: Class 6 contains 4504 members 
Mstep: Class 7 contains 2109 members 
Mstep: Class 8 contains 4258 members 
Mstep: Class 9 contains 13367 members 
Mstep: Class 11 contains 15665 members 
Mstep: Class 12 contains 30907 members 
Mstep: Class 13 contains 42363 members 
Mstep: Class 14 contains 138648 members 
Mstep: Class 15 contains 11768 members 
Mstep: Class 16 contains 2063 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 152535 members 
Entering Unmasked Estep 
Score: -23144766.000000 Penalty: 36036.289062
Splitting cluster 3 changes total score from -23145130.000000 to -23144766.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (10465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Entering Unmasked Estep 
Score: -561766.375000 Penalty: 1504.066162
	Iteration 0F: 2 clusters Score -561766.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -554285.062500 Penalty: 3008.132324
	Iteration 0F: 3 clusters Score -554285.1 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -556686.375000 Penalty: 3008.132324
	Iteration 1F: 3 clusters Score -556686.4 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -556901.687500 Penalty: 3008.132324
	Iteration 2F: 3 clusters Score -556901.7 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -557069.937500 Penalty: 3008.132324
	Iteration 3Q: 3 clusters Score -557069.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -557194.187500 Penalty: 3008.132324
	Iteration 4Q: 3 clusters Score -557194.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -557283.437500 Penalty: 3008.132324
	Iteration 5Q: 3 clusters Score -557283.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -557358.125000 Penalty: 3008.132324
	Iteration 6Q: 3 clusters Score -557358.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -557438.937500 Penalty: 3008.132324
	Iteration 7Q: 3 clusters Score -557438.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -557504.375000 Penalty: 3008.132324
	Iteration 8Q: 3 clusters Score -557504.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -557574.125000 Penalty: 3008.132324
	Iteration 9Q: 3 clusters Score -557574.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -557648.750000 Penalty: 3008.132324
	Iteration 10Q: 3 clusters Score -557648.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -557748.875000 Penalty: 3008.132324
	Iteration 11Q: 3 clusters Score -557748.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -557893.500000 Penalty: 3008.132324
	Iteration 12Q: 3 clusters Score -557893.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -558075.062500 Penalty: 3008.132324
	Iteration 13Q: 3 clusters Score -558075.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -558276.312500 Penalty: 3008.132324
	Iteration 14Q: 3 clusters Score -558276.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -558489.812500 Penalty: 3008.132324
	Iteration 15Q: 3 clusters Score -558489.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -558733.937500 Penalty: 3008.132324
	Iteration 16Q: 3 clusters Score -558733.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -559025.375000 Penalty: 3008.132324
	Iteration 17Q: 3 clusters Score -559025.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -559308.500000 Penalty: 3008.132324
	Iteration 18Q: 3 clusters Score -559308.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -559556.125000 Penalty: 3008.132324
	Iteration 19Q: 3 clusters Score -559556.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -559740.875000 Penalty: 3008.132324
	Iteration 20F: 3 clusters Score -559740.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -559851.250000 Penalty: 3008.132324
	Iteration 21Q: 3 clusters Score -559851.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -559908.562500 Penalty: 3008.132324
	Iteration 22Q: 3 clusters Score -559908.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -559941.875000 Penalty: 3008.132324
	Iteration 23Q: 3 clusters Score -559941.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -559975.937500 Penalty: 3008.132324
	Iteration 24Q: 3 clusters Score -559975.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -559999.250000 Penalty: 3008.132324
	Iteration 25Q: 3 clusters Score -559999.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -560027.187500 Penalty: 3008.132324
	Iteration 26Q: 3 clusters Score -560027.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -560050.625000 Penalty: 3008.132324
	Iteration 27Q: 3 clusters Score -560050.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -560067.750000 Penalty: 3008.132324
	Iteration 28Q: 3 clusters Score -560067.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -560081.437500 Penalty: 3008.132324
	Iteration 29Q: 3 clusters Score -560081.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -560092.750000 Penalty: 3008.132324
	Iteration 30Q: 3 clusters Score -560092.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -560098.062500 Penalty: 3008.132324
	Iteration 31Q: 3 clusters Score -560098.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -560100.375000 Penalty: 3008.132324
	Iteration 32Q: 3 clusters Score -560100.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -560104.687500 Penalty: 3008.132324
	Iteration 33Q: 3 clusters Score -560104.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -560109.125000 Penalty: 3008.132324
	Iteration 34Q: 3 clusters Score -560109.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -560109.937500 Penalty: 3008.132324
	Iteration 35Q: 3 clusters Score -560109.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -560113.062500 Penalty: 3008.132324
	Iteration 36Q: 3 clusters Score -560113.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -560116.812500 Penalty: 3008.132324
	Iteration 37Q: 3 clusters Score -560116.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -560118.187500 Penalty: 3008.132324
	Iteration 38Q: 3 clusters Score -560118.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -560120.750000 Penalty: 3008.132324
	Iteration 39Q: 3 clusters Score -560120.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -560123.812500 Penalty: 3008.132324
	Iteration 40F: 3 clusters Score -560123.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -560123.000000 Penalty: 3008.132324
	Iteration 41Q: 3 clusters Score -560123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -560125.562500 Penalty: 3008.132324
	Iteration 42Q: 3 clusters Score -560125.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -560129.687500 Penalty: 3008.132324
	Iteration 43Q: 3 clusters Score -560129.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -560130.062500 Penalty: 3008.132324
	Iteration 44Q: 3 clusters Score -560130.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -560131.687500 Penalty: 3008.132324
	Iteration 45Q: 3 clusters Score -560131.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -560132.437500 Penalty: 3008.132324
	Iteration 46Q: 3 clusters Score -560132.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -560135.000000 Penalty: 3008.132324
	Iteration 47Q: 3 clusters Score -560135 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -560138.500000 Penalty: 3008.132324
	Iteration 48Q: 3 clusters Score -560138.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -560140.437500 Penalty: 3008.132324
	Iteration 49Q: 3 clusters Score -560140.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -560141.937500 Penalty: 3008.132324
	Iteration 50Q: 3 clusters Score -560141.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -560142.812500 Penalty: 3008.132324
	Iteration 51Q: 3 clusters Score -560142.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -560146.000000 Penalty: 3008.132324
	Iteration 52Q: 3 clusters Score -560146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -560148.062500 Penalty: 3008.132324
	Iteration 53Q: 3 clusters Score -560148.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -560149.625000 Penalty: 3008.132324
	Iteration 54Q: 3 clusters Score -560149.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -560149.250000 Penalty: 3008.132324
	Iteration 55Q: 3 clusters Score -560149.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -560151.562500 Penalty: 3008.132324
	Iteration 56Q: 3 clusters Score -560151.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -560154.625000 Penalty: 3008.132324
	Iteration 57Q: 3 clusters Score -560154.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -560154.687500 Penalty: 3008.132324
	Iteration 58Q: 3 clusters Score -560154.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -560157.937500 Penalty: 3008.132324
	Iteration 59Q: 3 clusters Score -560157.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -560159.687500 Penalty: 3008.132324
	Iteration 60F: 3 clusters Score -560159.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -560161.250000 Penalty: 3008.132324
	Iteration 61Q: 3 clusters Score -560161.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -560163.500000 Penalty: 3008.132324
	Iteration 62Q: 3 clusters Score -560163.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -560162.625000 Penalty: 3008.132324
	Iteration 63Q: 3 clusters Score -560162.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -560163.500000 Penalty: 3008.132324
	Iteration 64Q: 3 clusters Score -560163.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -560165.125000 Penalty: 3008.132324
	Iteration 65Q: 3 clusters Score -560165.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -560165.437500 Penalty: 3008.132324
	Iteration 66Q: 3 clusters Score -560165.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -560166.312500 Penalty: 3008.132324
	Iteration 67Q: 3 clusters Score -560166.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -560168.500000 Penalty: 3008.132324
	Iteration 68Q: 3 clusters Score -560168.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -560167.437500 Penalty: 3008.132324
	Iteration 69Q: 3 clusters Score -560167.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -560168.062500 Penalty: 3008.132324
	Iteration 70Q: 3 clusters Score -560168.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -560167.375000 Penalty: 3008.132324
	Iteration 71Q: 3 clusters Score -560167.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -560168.437500 Penalty: 3008.132324
	Iteration 72Q: 3 clusters Score -560168.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -560168.437500 Penalty: 3008.132324
	Iteration 73F: 3 clusters Score -560168.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Entering Unmasked Estep 
Score: -219625.718750 Penalty: 1358.092651
	Iteration 0F: 2 clusters Score -219625.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -216049.468750 Penalty: 2716.185303
	Iteration 0F: 3 clusters Score -216049.5 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -216984.890625 Penalty: 2716.185303
	Iteration 1F: 3 clusters Score -216984.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -217139.375000 Penalty: 2716.185303
	Iteration 2F: 3 clusters Score -217139.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -217243.109375 Penalty: 2716.185303
	Iteration 3F: 3 clusters Score -217243.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -217310.562500 Penalty: 2716.185303
	Iteration 4Q: 3 clusters Score -217310.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -217364.546875 Penalty: 2716.185303
	Iteration 5Q: 3 clusters Score -217364.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -217425.640625 Penalty: 2716.185303
	Iteration 6Q: 3 clusters Score -217425.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -217475.328125 Penalty: 2716.185303
	Iteration 7Q: 3 clusters Score -217475.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -217518.031250 Penalty: 2716.185303
	Iteration 8Q: 3 clusters Score -217518 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -217559.265625 Penalty: 2716.185303
	Iteration 9Q: 3 clusters Score -217559.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -217597.500000 Penalty: 2716.185303
	Iteration 10Q: 3 clusters Score -217597.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -217625.203125 Penalty: 2716.185303
	Iteration 11Q: 3 clusters Score -217625.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -217656.031250 Penalty: 2716.185303
	Iteration 12Q: 3 clusters Score -217656 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -217685.250000 Penalty: 2716.185303
	Iteration 13Q: 3 clusters Score -217685.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -217707.906250 Penalty: 2716.185303
	Iteration 14Q: 3 clusters Score -217707.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -217732.921875 Penalty: 2716.185303
	Iteration 15Q: 3 clusters Score -217732.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -217768.390625 Penalty: 2716.185303
	Iteration 16Q: 3 clusters Score -217768.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -217810.734375 Penalty: 2716.185303
	Iteration 17Q: 3 clusters Score -217810.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -217865.625000 Penalty: 2716.185303
	Iteration 18Q: 3 clusters Score -217865.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -217910.281250 Penalty: 2716.185303
	Iteration 19Q: 3 clusters Score -217910.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -217947.187500 Penalty: 2716.185303
	Iteration 20F: 3 clusters Score -217947.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -217980.046875 Penalty: 2716.185303
	Iteration 21Q: 3 clusters Score -217980 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -218013.296875 Penalty: 2716.185303
	Iteration 22Q: 3 clusters Score -218013.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -218054.578125 Penalty: 2716.185303
	Iteration 23Q: 3 clusters Score -218054.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -218088.171875 Penalty: 2716.185303
	Iteration 24Q: 3 clusters Score -218088.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -218112.531250 Penalty: 2716.185303
	Iteration 25Q: 3 clusters Score -218112.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -218131.906250 Penalty: 2716.185303
	Iteration 26Q: 3 clusters Score -218131.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -218146.093750 Penalty: 2716.185303
	Iteration 27Q: 3 clusters Score -218146.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -218156.500000 Penalty: 2716.185303
	Iteration 28Q: 3 clusters Score -218156.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -218163.843750 Penalty: 2716.185303
	Iteration 29Q: 3 clusters Score -218163.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -218171.781250 Penalty: 2716.185303
	Iteration 30Q: 3 clusters Score -218171.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -218177.718750 Penalty: 2716.185303
	Iteration 31Q: 3 clusters Score -218177.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -218181.578125 Penalty: 2716.185303
	Iteration 32Q: 3 clusters Score -218181.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -218183.375000 Penalty: 2716.185303
	Iteration 33Q: 3 clusters Score -218183.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -218185.937500 Penalty: 2716.185303
	Iteration 34Q: 3 clusters Score -218185.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -218186.843750 Penalty: 2716.185303
	Iteration 35Q: 3 clusters Score -218186.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -218187.906250 Penalty: 2716.185303
	Iteration 36Q: 3 clusters Score -218187.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -218188.406250 Penalty: 2716.185303
	Iteration 37Q: 3 clusters Score -218188.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -218188.625000 Penalty: 2716.185303
	Iteration 38Q: 3 clusters Score -218188.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -218189.375000 Penalty: 2716.185303
	Iteration 39Q: 3 clusters Score -218189.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -218189.484375 Penalty: 2716.185303
	Iteration 40F: 3 clusters Score -218189.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Entering Unmasked Estep 
Score: -240476.765625 Penalty: 1367.067261
	Iteration 0F: 2 clusters Score -240476.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -236799.156250 Penalty: 2734.134521
	Iteration 0F: 3 clusters Score -236799.2 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -237799.718750 Penalty: 2734.134521
	Iteration 1F: 3 clusters Score -237799.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -237996.250000 Penalty: 2734.134521
	Iteration 2F: 3 clusters Score -237996.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -238138.031250 Penalty: 2734.134521
	Iteration 3F: 3 clusters Score -238138 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -238257.953125 Penalty: 2734.134521
	Iteration 4Q: 3 clusters Score -238258 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -238377.968750 Penalty: 2734.134521
	Iteration 5Q: 3 clusters Score -238378 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -238480.171875 Penalty: 2734.134521
	Iteration 6Q: 3 clusters Score -238480.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -238590.671875 Penalty: 2734.134521
	Iteration 7Q: 3 clusters Score -238590.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -238724.843750 Penalty: 2734.134521
	Iteration 8Q: 3 clusters Score -238724.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -238848.187500 Penalty: 2734.134521
	Iteration 9Q: 3 clusters Score -238848.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -238944.312500 Penalty: 2734.134521
	Iteration 10Q: 3 clusters Score -238944.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -239024.328125 Penalty: 2734.134521
	Iteration 11Q: 3 clusters Score -239024.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -239083.578125 Penalty: 2734.134521
	Iteration 12Q: 3 clusters Score -239083.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -239131.156250 Penalty: 2734.134521
	Iteration 13Q: 3 clusters Score -239131.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -239164.312500 Penalty: 2734.134521
	Iteration 14Q: 3 clusters Score -239164.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -239189.328125 Penalty: 2734.134521
	Iteration 15Q: 3 clusters Score -239189.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -239207.609375 Penalty: 2734.134521
	Iteration 16Q: 3 clusters Score -239207.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -239227.718750 Penalty: 2734.134521
	Iteration 17Q: 3 clusters Score -239227.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -239246.000000 Penalty: 2734.134521
	Iteration 18Q: 3 clusters Score -239246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -239255.953125 Penalty: 2734.134521
	Iteration 19Q: 3 clusters Score -239256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -239263.343750 Penalty: 2734.134521
	Iteration 20F: 3 clusters Score -239263.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -239274.031250 Penalty: 2734.134521
	Iteration 21Q: 3 clusters Score -239274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -239280.437500 Penalty: 2734.134521
	Iteration 22Q: 3 clusters Score -239280.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -239282.578125 Penalty: 2734.134521
	Iteration 23Q: 3 clusters Score -239282.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -239286.843750 Penalty: 2734.134521
	Iteration 24Q: 3 clusters Score -239286.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -239290.656250 Penalty: 2734.134521
	Iteration 25Q: 3 clusters Score -239290.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -239293.968750 Penalty: 2734.134521
	Iteration 26Q: 3 clusters Score -239294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -239295.859375 Penalty: 2734.134521
	Iteration 27Q: 3 clusters Score -239295.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -239303.109375 Penalty: 2734.134521
	Iteration 28Q: 3 clusters Score -239303.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -239305.437500 Penalty: 2734.134521
	Iteration 29Q: 3 clusters Score -239305.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -239308.234375 Penalty: 2734.134521
	Iteration 30Q: 3 clusters Score -239308.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -239310.546875 Penalty: 2734.134521
	Iteration 31Q: 3 clusters Score -239310.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -239312.078125 Penalty: 2734.134521
	Iteration 32Q: 3 clusters Score -239312.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -239313.484375 Penalty: 2734.134521
	Iteration 33Q: 3 clusters Score -239313.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -239315.328125 Penalty: 2734.134521
	Iteration 34Q: 3 clusters Score -239315.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -239317.546875 Penalty: 2734.134521
	Iteration 35Q: 3 clusters Score -239317.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -239319.375000 Penalty: 2734.134521
	Iteration 36Q: 3 clusters Score -239319.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -239320.359375 Penalty: 2734.134521
	Iteration 37Q: 3 clusters Score -239320.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -239321.578125 Penalty: 2734.134521
	Iteration 38Q: 3 clusters Score -239321.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -239323.015625 Penalty: 2734.134521
	Iteration 39Q: 3 clusters Score -239323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -239324.984375 Penalty: 2734.134521
	Iteration 40F: 3 clusters Score -239325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -239326.781250 Penalty: 2734.134521
	Iteration 41Q: 3 clusters Score -239326.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -239330.734375 Penalty: 2734.134521
	Iteration 42Q: 3 clusters Score -239330.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -239334.187500 Penalty: 2734.134521
	Iteration 43Q: 3 clusters Score -239334.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -239335.937500 Penalty: 2734.134521
	Iteration 44Q: 3 clusters Score -239335.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -239337.171875 Penalty: 2734.134521
	Iteration 45Q: 3 clusters Score -239337.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -239338.140625 Penalty: 2734.134521
	Iteration 46Q: 3 clusters Score -239338.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -239338.875000 Penalty: 2734.134521
	Iteration 47Q: 3 clusters Score -239338.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -239339.500000 Penalty: 2734.134521
	Iteration 48Q: 3 clusters Score -239339.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -239339.500000 Penalty: 2734.134521
	Iteration 49F: 3 clusters Score -239339.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Entering Unmasked Estep 
Score: -98269.781250 Penalty: 1243.770020
	Iteration 0F: 2 clusters Score -98269.78 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 1067 members 
Entering Unmasked Estep 
Score: -96120.265625 Penalty: 2487.540039
	Iteration 0F: 3 clusters Score -96120.27 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -96560.179688 Penalty: 2487.540039
	Iteration 1F: 3 clusters Score -96560.18 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -96678.546875 Penalty: 2487.540039
	Iteration 2F: 3 clusters Score -96678.55 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -96740.476562 Penalty: 2487.540039
	Iteration 3Q: 3 clusters Score -96740.48 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -96794.265625 Penalty: 2487.540039
	Iteration 4Q: 3 clusters Score -96794.27 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -96835.273438 Penalty: 2487.540039
	Iteration 5Q: 3 clusters Score -96835.27 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -96866.828125 Penalty: 2487.540039
	Iteration 6Q: 3 clusters Score -96866.83 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -96893.062500 Penalty: 2487.540039
	Iteration 7Q: 3 clusters Score -96893.06 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -96914.648438 Penalty: 2487.540039
	Iteration 8Q: 3 clusters Score -96914.65 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -96936.710938 Penalty: 2487.540039
	Iteration 9Q: 3 clusters Score -96936.71 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -96962.437500 Penalty: 2487.540039
	Iteration 10Q: 3 clusters Score -96962.44 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -96977.945312 Penalty: 2487.540039
	Iteration 11Q: 3 clusters Score -96977.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -96992.570312 Penalty: 2487.540039
	Iteration 12Q: 3 clusters Score -96992.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -97014.312500 Penalty: 2487.540039
	Iteration 13Q: 3 clusters Score -97014.31 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -97031.765625 Penalty: 2487.540039
	Iteration 14Q: 3 clusters Score -97031.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -97042.085938 Penalty: 2487.540039
	Iteration 15Q: 3 clusters Score -97042.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -97055.304688 Penalty: 2487.540039
	Iteration 16Q: 3 clusters Score -97055.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -97064.843750 Penalty: 2487.540039
	Iteration 17Q: 3 clusters Score -97064.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -97074.914062 Penalty: 2487.540039
	Iteration 18Q: 3 clusters Score -97074.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -97089.335938 Penalty: 2487.540039
	Iteration 19Q: 3 clusters Score -97089.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -97096.023438 Penalty: 2487.540039
	Iteration 20F: 3 clusters Score -97096.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -97107.921875 Penalty: 2487.540039
	Iteration 21Q: 3 clusters Score -97107.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -97116.867188 Penalty: 2487.540039
	Iteration 22Q: 3 clusters Score -97116.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -97122.101562 Penalty: 2487.540039
	Iteration 23Q: 3 clusters Score -97122.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -97129.015625 Penalty: 2487.540039
	Iteration 24Q: 3 clusters Score -97129.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -97132.281250 Penalty: 2487.540039
	Iteration 25Q: 3 clusters Score -97132.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -97134.476562 Penalty: 2487.540039
	Iteration 26Q: 3 clusters Score -97134.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -97135.671875 Penalty: 2487.540039
	Iteration 27Q: 3 clusters Score -97135.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -97136.015625 Penalty: 2487.540039
	Iteration 28Q: 3 clusters Score -97136.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -97136.015625 Penalty: 2487.540039
	Iteration 29F: 3 clusters Score -97136.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Entering Unmasked Estep 
Score: -217164.953125 Penalty: 1357.940186
	Iteration 0F: 2 clusters Score -217165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -213697.453125 Penalty: 2715.880371
	Iteration 0F: 3 clusters Score -213697.5 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -214642.218750 Penalty: 2715.880371
	Iteration 1F: 3 clusters Score -214642.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -214824.890625 Penalty: 2715.880371
	Iteration 2F: 3 clusters Score -214824.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -214929.062500 Penalty: 2715.880371
	Iteration 3F: 3 clusters Score -214929.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -215003.703125 Penalty: 2715.880371
	Iteration 4Q: 3 clusters Score -215003.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -215079.015625 Penalty: 2715.880371
	Iteration 5Q: 3 clusters Score -215079 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -215190.734375 Penalty: 2715.880371
	Iteration 6Q: 3 clusters Score -215190.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -215327.937500 Penalty: 2715.880371
	Iteration 7Q: 3 clusters Score -215327.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -215459.859375 Penalty: 2715.880371
	Iteration 8Q: 3 clusters Score -215459.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -215580.796875 Penalty: 2715.880371
	Iteration 9Q: 3 clusters Score -215580.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -215700.421875 Penalty: 2715.880371
	Iteration 10Q: 3 clusters Score -215700.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -215841.218750 Penalty: 2715.880371
	Iteration 11Q: 3 clusters Score -215841.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -215977.812500 Penalty: 2715.880371
	Iteration 12Q: 3 clusters Score -215977.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -216058.187500 Penalty: 2715.880371
	Iteration 13Q: 3 clusters Score -216058.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -216143.953125 Penalty: 2715.880371
	Iteration 14Q: 3 clusters Score -216144 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -216268.812500 Penalty: 2715.880371
	Iteration 15Q: 3 clusters Score -216268.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -216403.843750 Penalty: 2715.880371
	Iteration 16Q: 3 clusters Score -216403.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -216509.984375 Penalty: 2715.880371
	Iteration 17Q: 3 clusters Score -216510 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -216610.390625 Penalty: 2715.880371
	Iteration 18Q: 3 clusters Score -216610.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -216663.265625 Penalty: 2715.880371
	Iteration 19Q: 3 clusters Score -216663.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -216686.593750 Penalty: 2715.880371
	Iteration 20F: 3 clusters Score -216686.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -216700.593750 Penalty: 2715.880371
	Iteration 21Q: 3 clusters Score -216700.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -216710.406250 Penalty: 2715.880371
	Iteration 22Q: 3 clusters Score -216710.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -216716.484375 Penalty: 2715.880371
	Iteration 23Q: 3 clusters Score -216716.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -216718.734375 Penalty: 2715.880371
	Iteration 24Q: 3 clusters Score -216718.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -216720.296875 Penalty: 2715.880371
	Iteration 25Q: 3 clusters Score -216720.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -216720.921875 Penalty: 2715.880371
	Iteration 26Q: 3 clusters Score -216720.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -216721.156250 Penalty: 2715.880371
	Iteration 27Q: 3 clusters Score -216721.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -216721.156250 Penalty: 2715.880371
	Iteration 28F: 3 clusters Score -216721.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Entering Unmasked Estep 
Score: -697944.125000 Penalty: 1543.838501
	Iteration 0F: 2 clusters Score -697944.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -688612.812500 Penalty: 3087.677002
	Iteration 0F: 3 clusters Score -688612.8 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -691922.812500 Penalty: 3087.677002
	Iteration 1F: 3 clusters Score -691922.8 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -692370.000000 Penalty: 3087.677002
	Iteration 2F: 3 clusters Score -692370 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -692780.437500 Penalty: 3087.677002
	Iteration 3F: 3 clusters Score -692780.4 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -693135.625000 Penalty: 3087.677002
	Iteration 4F: 3 clusters Score -693135.6 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -693538.500000 Penalty: 3087.677002
	Iteration 5F: 3 clusters Score -693538.5 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -693982.750000 Penalty: 3087.677002
	Iteration 6F: 3 clusters Score -693982.8 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -694489.875000 Penalty: 3087.677002
	Iteration 7F: 3 clusters Score -694489.9 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -694944.250000 Penalty: 3087.677002
	Iteration 8F: 3 clusters Score -694944.2 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -695287.625000 Penalty: 3087.677002
	Iteration 9Q: 3 clusters Score -695287.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -695520.000000 Penalty: 3087.677002
	Iteration 10Q: 3 clusters Score -695520 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -695685.375000 Penalty: 3087.677002
	Iteration 11Q: 3 clusters Score -695685.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -695794.812500 Penalty: 3087.677002
	Iteration 12Q: 3 clusters Score -695794.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -695876.187500 Penalty: 3087.677002
	Iteration 13Q: 3 clusters Score -695876.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -695957.812500 Penalty: 3087.677002
	Iteration 14Q: 3 clusters Score -695957.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -696026.812500 Penalty: 3087.677002
	Iteration 15Q: 3 clusters Score -696026.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -696098.750000 Penalty: 3087.677002
	Iteration 16Q: 3 clusters Score -696098.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -696169.062500 Penalty: 3087.677002
	Iteration 17Q: 3 clusters Score -696169.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -696229.250000 Penalty: 3087.677002
	Iteration 18Q: 3 clusters Score -696229.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -696276.250000 Penalty: 3087.677002
	Iteration 19Q: 3 clusters Score -696276.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -696310.187500 Penalty: 3087.677002
	Iteration 20F: 3 clusters Score -696310.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -696342.187500 Penalty: 3087.677002
	Iteration 21Q: 3 clusters Score -696342.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -696369.812500 Penalty: 3087.677002
	Iteration 22Q: 3 clusters Score -696369.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -696400.812500 Penalty: 3087.677002
	Iteration 23Q: 3 clusters Score -696400.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -696436.750000 Penalty: 3087.677002
	Iteration 24Q: 3 clusters Score -696436.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -696466.937500 Penalty: 3087.677002
	Iteration 25Q: 3 clusters Score -696466.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -696488.937500 Penalty: 3087.677002
	Iteration 26Q: 3 clusters Score -696488.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -696511.812500 Penalty: 3087.677002
	Iteration 27Q: 3 clusters Score -696511.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -696525.562500 Penalty: 3087.677002
	Iteration 28Q: 3 clusters Score -696525.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -696538.000000 Penalty: 3087.677002
	Iteration 29Q: 3 clusters Score -696538 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -696548.312500 Penalty: 3087.677002
	Iteration 30Q: 3 clusters Score -696548.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -696555.000000 Penalty: 3087.677002
	Iteration 31Q: 3 clusters Score -696555 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -696562.125000 Penalty: 3087.677002
	Iteration 32Q: 3 clusters Score -696562.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -696571.562500 Penalty: 3087.677002
	Iteration 33Q: 3 clusters Score -696571.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -696573.687500 Penalty: 3087.677002
	Iteration 34Q: 3 clusters Score -696573.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -696578.000000 Penalty: 3087.677002
	Iteration 35Q: 3 clusters Score -696578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -696582.062500 Penalty: 3087.677002
	Iteration 36Q: 3 clusters Score -696582.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -696589.687500 Penalty: 3087.677002
	Iteration 37Q: 3 clusters Score -696589.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -696593.562500 Penalty: 3087.677002
	Iteration 38Q: 3 clusters Score -696593.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -696600.250000 Penalty: 3087.677002
	Iteration 39Q: 3 clusters Score -696600.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -696609.000000 Penalty: 3087.677002
	Iteration 40F: 3 clusters Score -696609 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -696616.062500 Penalty: 3087.677002
	Iteration 41Q: 3 clusters Score -696616.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -696623.375000 Penalty: 3087.677002
	Iteration 42Q: 3 clusters Score -696623.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -696628.937500 Penalty: 3087.677002
	Iteration 43Q: 3 clusters Score -696628.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -696638.062500 Penalty: 3087.677002
	Iteration 44Q: 3 clusters Score -696638.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -696639.687500 Penalty: 3087.677002
	Iteration 45Q: 3 clusters Score -696639.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -696641.562500 Penalty: 3087.677002
	Iteration 46Q: 3 clusters Score -696641.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -696644.937500 Penalty: 3087.677002
	Iteration 47Q: 3 clusters Score -696644.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -696649.562500 Penalty: 3087.677002
	Iteration 48Q: 3 clusters Score -696649.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -696653.187500 Penalty: 3087.677002
	Iteration 49Q: 3 clusters Score -696653.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -696655.312500 Penalty: 3087.677002
	Iteration 50Q: 3 clusters Score -696655.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -696655.500000 Penalty: 3087.677002
	Iteration 51Q: 3 clusters Score -696655.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -696658.062500 Penalty: 3087.677002
	Iteration 52Q: 3 clusters Score -696658.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -696659.687500 Penalty: 3087.677002
	Iteration 53Q: 3 clusters Score -696659.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -696658.687500 Penalty: 3087.677002
	Iteration 54Q: 3 clusters Score -696658.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -696658.625000 Penalty: 3087.677002
	Iteration 55Q: 3 clusters Score -696658.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -696658.687500 Penalty: 3087.677002
	Iteration 56Q: 3 clusters Score -696658.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -696661.187500 Penalty: 3087.677002
	Iteration 57Q: 3 clusters Score -696661.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -696660.500000 Penalty: 3087.677002
	Iteration 58Q: 3 clusters Score -696660.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -696661.812500 Penalty: 3087.677002
	Iteration 59Q: 3 clusters Score -696661.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -696663.062500 Penalty: 3087.677002
	Iteration 60F: 3 clusters Score -696663.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -696664.000000 Penalty: 3087.677002
	Iteration 61Q: 3 clusters Score -696664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -696664.500000 Penalty: 3087.677002
	Iteration 62Q: 3 clusters Score -696664.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -696667.125000 Penalty: 3087.677002
	Iteration 63Q: 3 clusters Score -696667.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -696667.625000 Penalty: 3087.677002
	Iteration 64Q: 3 clusters Score -696667.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -696668.312500 Penalty: 3087.677002
	Iteration 65Q: 3 clusters Score -696668.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -696667.937500 Penalty: 3087.677002
	Iteration 66Q: 3 clusters Score -696667.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -696667.937500 Penalty: 3087.677002
	Iteration 67F: 3 clusters Score -696667.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Entering Unmasked Estep 
Score: -837268.125000 Penalty: 1569.617432
	Iteration 0F: 2 clusters Score -837268.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -826497.250000 Penalty: 3139.234863
	Iteration 0F: 3 clusters Score -826497.2 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -830273.250000 Penalty: 3139.234863
	Iteration 1F: 3 clusters Score -830273.2 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -830629.750000 Penalty: 3139.234863
	Iteration 2F: 3 clusters Score -830629.8 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -830991.375000 Penalty: 3139.234863
	Iteration 3F: 3 clusters Score -830991.4 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -831392.062500 Penalty: 3139.234863
	Iteration 4F: 3 clusters Score -831392.1 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -831860.437500 Penalty: 3139.234863
	Iteration 5F: 3 clusters Score -831860.4 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -832423.500000 Penalty: 3139.234863
	Iteration 6F: 3 clusters Score -832423.5 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -833022.062500 Penalty: 3139.234863
	Iteration 7F: 3 clusters Score -833022.1 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -833606.500000 Penalty: 3139.234863
	Iteration 8F: 3 clusters Score -833606.5 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -834076.312500 Penalty: 3139.234863
	Iteration 9Q: 3 clusters Score -834076.3 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -834443.812500 Penalty: 3139.234863
	Iteration 10Q: 3 clusters Score -834443.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -834664.625000 Penalty: 3139.234863
	Iteration 11Q: 3 clusters Score -834664.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -834817.875000 Penalty: 3139.234863
	Iteration 12Q: 3 clusters Score -834817.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -834917.000000 Penalty: 3139.234863
	Iteration 13Q: 3 clusters Score -834917 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -835003.000000 Penalty: 3139.234863
	Iteration 14Q: 3 clusters Score -835003 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -835075.312500 Penalty: 3139.234863
	Iteration 15Q: 3 clusters Score -835075.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -835148.187500 Penalty: 3139.234863
	Iteration 16Q: 3 clusters Score -835148.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -835217.250000 Penalty: 3139.234863
	Iteration 17Q: 3 clusters Score -835217.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -835275.562500 Penalty: 3139.234863
	Iteration 18Q: 3 clusters Score -835275.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -835319.375000 Penalty: 3139.234863
	Iteration 19Q: 3 clusters Score -835319.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -835368.375000 Penalty: 3139.234863
	Iteration 20F: 3 clusters Score -835368.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -835405.062500 Penalty: 3139.234863
	Iteration 21Q: 3 clusters Score -835405.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -835447.750000 Penalty: 3139.234863
	Iteration 22Q: 3 clusters Score -835447.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -835497.625000 Penalty: 3139.234863
	Iteration 23Q: 3 clusters Score -835497.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -835545.937500 Penalty: 3139.234863
	Iteration 24Q: 3 clusters Score -835545.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -835580.937500 Penalty: 3139.234863
	Iteration 25Q: 3 clusters Score -835580.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -835609.750000 Penalty: 3139.234863
	Iteration 26Q: 3 clusters Score -835609.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -835635.625000 Penalty: 3139.234863
	Iteration 27Q: 3 clusters Score -835635.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -835673.437500 Penalty: 3139.234863
	Iteration 28Q: 3 clusters Score -835673.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -835703.437500 Penalty: 3139.234863
	Iteration 29Q: 3 clusters Score -835703.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -835732.500000 Penalty: 3139.234863
	Iteration 30Q: 3 clusters Score -835732.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -835759.562500 Penalty: 3139.234863
	Iteration 31Q: 3 clusters Score -835759.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -835777.625000 Penalty: 3139.234863
	Iteration 32Q: 3 clusters Score -835777.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -835793.187500 Penalty: 3139.234863
	Iteration 33Q: 3 clusters Score -835793.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -835802.437500 Penalty: 3139.234863
	Iteration 34Q: 3 clusters Score -835802.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -835810.250000 Penalty: 3139.234863
	Iteration 35Q: 3 clusters Score -835810.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -835816.437500 Penalty: 3139.234863
	Iteration 36Q: 3 clusters Score -835816.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -835822.562500 Penalty: 3139.234863
	Iteration 37Q: 3 clusters Score -835822.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -835823.250000 Penalty: 3139.234863
	Iteration 38Q: 3 clusters Score -835823.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -835828.437500 Penalty: 3139.234863
	Iteration 39Q: 3 clusters Score -835828.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -835830.437500 Penalty: 3139.234863
	Iteration 40F: 3 clusters Score -835830.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -835833.812500 Penalty: 3139.234863
	Iteration 41Q: 3 clusters Score -835833.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -835838.375000 Penalty: 3139.234863
	Iteration 42Q: 3 clusters Score -835838.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -835840.562500 Penalty: 3139.234863
	Iteration 43Q: 3 clusters Score -835840.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -835849.750000 Penalty: 3139.234863
	Iteration 44Q: 3 clusters Score -835849.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -835856.062500 Penalty: 3139.234863
	Iteration 45Q: 3 clusters Score -835856.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -835858.625000 Penalty: 3139.234863
	Iteration 46Q: 3 clusters Score -835858.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -835865.875000 Penalty: 3139.234863
	Iteration 47Q: 3 clusters Score -835865.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -835869.687500 Penalty: 3139.234863
	Iteration 48Q: 3 clusters Score -835869.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -835873.500000 Penalty: 3139.234863
	Iteration 49Q: 3 clusters Score -835873.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -835876.000000 Penalty: 3139.234863
	Iteration 50Q: 3 clusters Score -835876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -835881.125000 Penalty: 3139.234863
	Iteration 51Q: 3 clusters Score -835881.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -835885.937500 Penalty: 3139.234863
	Iteration 52Q: 3 clusters Score -835885.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -835886.750000 Penalty: 3139.234863
	Iteration 53Q: 3 clusters Score -835886.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -835889.437500 Penalty: 3139.234863
	Iteration 54Q: 3 clusters Score -835889.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -835894.875000 Penalty: 3139.234863
	Iteration 55Q: 3 clusters Score -835894.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -835895.937500 Penalty: 3139.234863
	Iteration 56Q: 3 clusters Score -835895.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -835899.437500 Penalty: 3139.234863
	Iteration 57Q: 3 clusters Score -835899.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -835899.875000 Penalty: 3139.234863
	Iteration 58Q: 3 clusters Score -835899.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -835900.375000 Penalty: 3139.234863
	Iteration 59Q: 3 clusters Score -835900.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -835901.125000 Penalty: 3139.234863
	Iteration 60F: 3 clusters Score -835901.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -835903.500000 Penalty: 3139.234863
	Iteration 61Q: 3 clusters Score -835903.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -835906.500000 Penalty: 3139.234863
	Iteration 62Q: 3 clusters Score -835906.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -835907.937500 Penalty: 3139.234863
	Iteration 63Q: 3 clusters Score -835907.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -835910.000000 Penalty: 3139.234863
	Iteration 64Q: 3 clusters Score -835910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -835910.375000 Penalty: 3139.234863
	Iteration 65Q: 3 clusters Score -835910.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -835911.812500 Penalty: 3139.234863
	Iteration 66Q: 3 clusters Score -835911.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -835911.812500 Penalty: 3139.234863
	Iteration 67Q: 3 clusters Score -835911.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -835913.125000 Penalty: 3139.234863
	Iteration 68Q: 3 clusters Score -835913.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -835912.375000 Penalty: 3139.234863
	Iteration 69Q: 3 clusters Score -835912.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -835912.375000 Penalty: 3139.234863
	Iteration 70Q: 3 clusters Score -835912.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -835913.625000 Penalty: 3139.234863
	Iteration 71Q: 3 clusters Score -835913.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -835913.625000 Penalty: 3139.234863
	Iteration 72F: 3 clusters Score -835913.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Entering Unmasked Estep 
Score: -1643091.875000 Penalty: 1680.045044
	Iteration 0F: 2 clusters Score -1643092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -1622316.125000 Penalty: 3360.090088
	Iteration 0F: 3 clusters Score -1622316 nChanged 14264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -1630432.625000 Penalty: 3360.090088
	Iteration 1F: 3 clusters Score -1630433 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -1630946.000000 Penalty: 3360.090088
	Iteration 2Q: 3 clusters Score -1630946 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -1631477.000000 Penalty: 3360.090088
	Iteration 3Q: 3 clusters Score -1631477 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -1632086.000000 Penalty: 3360.090088
	Iteration 4Q: 3 clusters Score -1632086 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -1632811.500000 Penalty: 3360.090088
	Iteration 5Q: 3 clusters Score -1632812 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -1633675.125000 Penalty: 3360.090088
	Iteration 6Q: 3 clusters Score -1633675 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -1634616.375000 Penalty: 3360.090088
	Iteration 7F: 3 clusters Score -1634616 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -1635549.000000 Penalty: 3360.090088
	Iteration 8F: 3 clusters Score -1635549 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -1636461.750000 Penalty: 3360.090088
	Iteration 9Q: 3 clusters Score -1636462 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -1637255.125000 Penalty: 3360.090088
	Iteration 10Q: 3 clusters Score -1637255 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -1637875.750000 Penalty: 3360.090088
	Iteration 11Q: 3 clusters Score -1637876 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -1638352.125000 Penalty: 3360.090088
	Iteration 12Q: 3 clusters Score -1638352 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -1638686.125000 Penalty: 3360.090088
	Iteration 13Q: 3 clusters Score -1638686 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -1638898.625000 Penalty: 3360.090088
	Iteration 14Q: 3 clusters Score -1638899 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -1639035.625000 Penalty: 3360.090088
	Iteration 15Q: 3 clusters Score -1639036 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -1639116.875000 Penalty: 3360.090088
	Iteration 16Q: 3 clusters Score -1639117 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -1639204.000000 Penalty: 3360.090088
	Iteration 17Q: 3 clusters Score -1639204 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -1639268.750000 Penalty: 3360.090088
	Iteration 18Q: 3 clusters Score -1639269 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -1639352.000000 Penalty: 3360.090088
	Iteration 19Q: 3 clusters Score -1639352 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -1639433.000000 Penalty: 3360.090088
	Iteration 20F: 3 clusters Score -1639433 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -1639511.250000 Penalty: 3360.090088
	Iteration 21Q: 3 clusters Score -1639511 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -1639578.625000 Penalty: 3360.090088
	Iteration 22Q: 3 clusters Score -1639579 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -1639621.500000 Penalty: 3360.090088
	Iteration 23Q: 3 clusters Score -1639622 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -1639683.375000 Penalty: 3360.090088
	Iteration 24Q: 3 clusters Score -1639683 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -1639725.625000 Penalty: 3360.090088
	Iteration 25Q: 3 clusters Score -1639726 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -1639780.625000 Penalty: 3360.090088
	Iteration 26Q: 3 clusters Score -1639781 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -1639823.250000 Penalty: 3360.090088
	Iteration 27Q: 3 clusters Score -1639823 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -1639871.375000 Penalty: 3360.090088
	Iteration 28Q: 3 clusters Score -1639871 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -1639911.375000 Penalty: 3360.090088
	Iteration 29Q: 3 clusters Score -1639911 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -1639958.250000 Penalty: 3360.090088
	Iteration 30Q: 3 clusters Score -1639958 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -1640019.625000 Penalty: 3360.090088
	Iteration 31Q: 3 clusters Score -1640020 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -1640064.375000 Penalty: 3360.090088
	Iteration 32Q: 3 clusters Score -1640064 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -1640111.875000 Penalty: 3360.090088
	Iteration 33Q: 3 clusters Score -1640112 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -1640158.125000 Penalty: 3360.090088
	Iteration 34Q: 3 clusters Score -1640158 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -1640207.500000 Penalty: 3360.090088
	Iteration 35Q: 3 clusters Score -1640208 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -1640263.375000 Penalty: 3360.090088
	Iteration 36Q: 3 clusters Score -1640263 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -1640302.625000 Penalty: 3360.090088
	Iteration 37Q: 3 clusters Score -1640303 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -1640345.375000 Penalty: 3360.090088
	Iteration 38Q: 3 clusters Score -1640345 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -1640379.750000 Penalty: 3360.090088
	Iteration 39Q: 3 clusters Score -1640380 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -1640412.875000 Penalty: 3360.090088
	Iteration 40F: 3 clusters Score -1640413 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -1640453.750000 Penalty: 3360.090088
	Iteration 41Q: 3 clusters Score -1640454 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -1640490.250000 Penalty: 3360.090088
	Iteration 42Q: 3 clusters Score -1640490 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -1640530.250000 Penalty: 3360.090088
	Iteration 43Q: 3 clusters Score -1640530 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -1640571.000000 Penalty: 3360.090088
	Iteration 44Q: 3 clusters Score -1640571 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -1640621.375000 Penalty: 3360.090088
	Iteration 45Q: 3 clusters Score -1640621 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -1640665.375000 Penalty: 3360.090088
	Iteration 46Q: 3 clusters Score -1640665 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -1640717.875000 Penalty: 3360.090088
	Iteration 47Q: 3 clusters Score -1640718 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -1640769.125000 Penalty: 3360.090088
	Iteration 48Q: 3 clusters Score -1640769 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -1640825.750000 Penalty: 3360.090088
	Iteration 49Q: 3 clusters Score -1640826 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -1640885.500000 Penalty: 3360.090088
	Iteration 50Q: 3 clusters Score -1640886 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -1640954.250000 Penalty: 3360.090088
	Iteration 51Q: 3 clusters Score -1640954 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -1641025.375000 Penalty: 3360.090088
	Iteration 52Q: 3 clusters Score -1641025 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -1641108.750000 Penalty: 3360.090088
	Iteration 53Q: 3 clusters Score -1641109 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -1641179.375000 Penalty: 3360.090088
	Iteration 54Q: 3 clusters Score -1641179 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -1641246.375000 Penalty: 3360.090088
	Iteration 55Q: 3 clusters Score -1641246 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -1641295.875000 Penalty: 3360.090088
	Iteration 56Q: 3 clusters Score -1641296 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -1641353.125000 Penalty: 3360.090088
	Iteration 57Q: 3 clusters Score -1641353 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -1641398.875000 Penalty: 3360.090088
	Iteration 58Q: 3 clusters Score -1641399 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -1641446.000000 Penalty: 3360.090088
	Iteration 59Q: 3 clusters Score -1641446 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -1641500.125000 Penalty: 3360.090088
	Iteration 60F: 3 clusters Score -1641500 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -1641536.625000 Penalty: 3360.090088
	Iteration 61Q: 3 clusters Score -1641537 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -1641556.500000 Penalty: 3360.090088
	Iteration 62Q: 3 clusters Score -1641556 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -1641576.250000 Penalty: 3360.090088
	Iteration 63Q: 3 clusters Score -1641576 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -1641596.125000 Penalty: 3360.090088
	Iteration 64Q: 3 clusters Score -1641596 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -1641607.500000 Penalty: 3360.090088
	Iteration 65Q: 3 clusters Score -1641608 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -1641632.625000 Penalty: 3360.090088
	Iteration 66Q: 3 clusters Score -1641633 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -1641641.625000 Penalty: 3360.090088
	Iteration 67Q: 3 clusters Score -1641642 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -1641653.500000 Penalty: 3360.090088
	Iteration 68Q: 3 clusters Score -1641654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -1641659.000000 Penalty: 3360.090088
	Iteration 69Q: 3 clusters Score -1641659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -1641670.875000 Penalty: 3360.090088
	Iteration 70Q: 3 clusters Score -1641671 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -1641676.875000 Penalty: 3360.090088
	Iteration 71Q: 3 clusters Score -1641677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -1641688.250000 Penalty: 3360.090088
	Iteration 72Q: 3 clusters Score -1641688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -1641696.375000 Penalty: 3360.090088
	Iteration 73Q: 3 clusters Score -1641696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -1641706.250000 Penalty: 3360.090088
	Iteration 74Q: 3 clusters Score -1641706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 30224 members 
Entering Unmasked Estep 
Score: -1641714.125000 Penalty: 3360.090088
	Iteration 75Q: 3 clusters Score -1641714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -1641717.000000 Penalty: 3360.090088
	Iteration 76Q: 3 clusters Score -1641717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -1641722.375000 Penalty: 3360.090088
	Iteration 77Q: 3 clusters Score -1641722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -1641722.875000 Penalty: 3360.090088
	Iteration 78Q: 3 clusters Score -1641723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -1641726.125000 Penalty: 3360.090088
	Iteration 79Q: 3 clusters Score -1641726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -1641730.250000 Penalty: 3360.090088
	Iteration 80F: 3 clusters Score -1641730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -1641730.375000 Penalty: 3360.090088
	Iteration 81Q: 3 clusters Score -1641730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -1641730.000000 Penalty: 3360.090088
	Iteration 82Q: 3 clusters Score -1641730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -1641731.250000 Penalty: 3360.090088
	Iteration 83Q: 3 clusters Score -1641731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -1641732.250000 Penalty: 3360.090088
	Iteration 84Q: 3 clusters Score -1641732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -1641733.875000 Penalty: 3360.090088
	Iteration 85Q: 3 clusters Score -1641734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -1641733.000000 Penalty: 3360.090088
	Iteration 86Q: 3 clusters Score -1641733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -1641734.875000 Penalty: 3360.090088
	Iteration 87Q: 3 clusters Score -1641735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -1641733.500000 Penalty: 3360.090088
	Iteration 88Q: 3 clusters Score -1641734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -1641733.500000 Penalty: 3360.090088
	Iteration 89F: 3 clusters Score -1641734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Entering Unmasked Estep 
Score: -2203138.500000 Penalty: 1731.280029
	Iteration 0F: 2 clusters Score -2203138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -2174867.000000 Penalty: 3462.560059
	Iteration 0F: 3 clusters Score -2174867 nChanged 19567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -2185978.250000 Penalty: 3462.560059
	Iteration 1F: 3 clusters Score -2185978 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -2186686.750000 Penalty: 3462.560059
	Iteration 2Q: 3 clusters Score -2186687 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -2187597.000000 Penalty: 3462.560059
	Iteration 3Q: 3 clusters Score -2187597 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -2188619.000000 Penalty: 3462.560059
	Iteration 4F: 3 clusters Score -2188619 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -2189620.500000 Penalty: 3462.560059
	Iteration 5F: 3 clusters Score -2189620 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -2190672.500000 Penalty: 3462.560059
	Iteration 6F: 3 clusters Score -2190672 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -2191795.500000 Penalty: 3462.560059
	Iteration 7F: 3 clusters Score -2191796 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -2193118.000000 Penalty: 3462.560059
	Iteration 8F: 3 clusters Score -2193118 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -2194733.750000 Penalty: 3462.560059
	Iteration 9F: 3 clusters Score -2194734 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -2196466.250000 Penalty: 3462.560059
	Iteration 10F: 3 clusters Score -2196466 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -2198112.750000 Penalty: 3462.560059
	Iteration 11F: 3 clusters Score -2198113 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -2199397.000000 Penalty: 3462.560059
	Iteration 12Q: 3 clusters Score -2199397 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -2200351.000000 Penalty: 3462.560059
	Iteration 13Q: 3 clusters Score -2200351 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -2201112.000000 Penalty: 3462.560059
	Iteration 14Q: 3 clusters Score -2201112 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -2201926.250000 Penalty: 3462.560059
	Iteration 15Q: 3 clusters Score -2201926 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -2202582.750000 Penalty: 3462.560059
	Iteration 16Q: 3 clusters Score -2202583 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -2203007.500000 Penalty: 3462.560059
	Iteration 17Q: 3 clusters Score -2203008 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -2203223.750000 Penalty: 3462.560059
	Iteration 18Q: 3 clusters Score -2203224 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -2203298.750000 Penalty: 3462.560059
	Iteration 19Q: 3 clusters Score -2203299 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -2203313.500000 Penalty: 3462.560059
	Iteration 20F: 3 clusters Score -2203314 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -2203317.250000 Penalty: 3462.560059
	Iteration 21Q: 3 clusters Score -2203317 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
Score: -2203318.000000 Penalty: 3462.560059
	Iteration 22Q: 3 clusters Score -2203318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
Score: -2203322.000000 Penalty: 3462.560059
	Iteration 23Q: 3 clusters Score -2203322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
Score: -2203320.250000 Penalty: 3462.560059
	Iteration 24Q: 3 clusters Score -2203320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -2203323.500000 Penalty: 3462.560059
	Iteration 25Q: 3 clusters Score -2203324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -2203323.500000 Penalty: 3462.560059
	Iteration 26F: 3 clusters Score -2203324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 40768 members 
Mstep: Class 3 contains 9955 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 4262 members 
Mstep: Class 6 contains 4504 members 
Mstep: Class 7 contains 2109 members 
Mstep: Class 8 contains 4258 members 
Mstep: Class 9 contains 13367 members 
Mstep: Class 11 contains 15665 members 
Mstep: Class 12 contains 30907 members 
Mstep: Class 13 contains 1595 members 
Mstep: Class 14 contains 138648 members 
Mstep: Class 15 contains 11768 members 
Mstep: Class 16 contains 2063 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 152535 members 
Entering Unmasked Estep 
Score: -23145046.000000 Penalty: 36036.289062
Splitting cluster 13 changes total score from -23145130.000000 to -23145046.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (138648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138648 members 
Entering Unmasked Estep 
Score: -7118036.500000 Penalty: 1923.950317
	Iteration 0F: 2 clusters Score -7118036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69591 members 
Mstep: Class 2 contains 69057 members 
Entering Unmasked Estep 
Score: -7024799.000000 Penalty: 3847.900635
	Iteration 0F: 3 clusters Score -7024799 nChanged 66899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75142 members 
Mstep: Class 2 contains 63506 members 
Entering Unmasked Estep 
Score: -7064207.500000 Penalty: 3847.900635
	Iteration 1F: 3 clusters Score -7064208 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78733 members 
Mstep: Class 2 contains 59915 members 
Entering Unmasked Estep 
Score: -7065382.000000 Penalty: 3847.900635
	Iteration 2Q: 3 clusters Score -7065382 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84237 members 
Mstep: Class 2 contains 54411 members 
Entering Unmasked Estep 
Score: -7067573.000000 Penalty: 3847.900635
	Iteration 3Q: 3 clusters Score -7067573 nChanged 8413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92556 members 
Mstep: Class 2 contains 46092 members 
Entering Unmasked Estep 
Score: -7072193.500000 Penalty: 3847.900635
	Iteration 4F: 3 clusters Score -7072194 nChanged 11656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104204 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -7081097.500000 Penalty: 3847.900635
	Iteration 5F: 3 clusters Score -7081098 nChanged 14052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118254 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -7094813.500000 Penalty: 3847.900635
	Iteration 6F: 3 clusters Score -7094814 nChanged 12088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130340 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -7107794.000000 Penalty: 3847.900635
	Iteration 7F: 3 clusters Score -7107794 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136458 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -7114152.000000 Penalty: 3847.900635
	Iteration 8Q: 3 clusters Score -7114152 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138164 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7115864.000000 Penalty: 3847.900635
	Iteration 9Q: 3 clusters Score -7115864 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138455 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -7116173.500000 Penalty: 3847.900635
	Iteration 10Q: 3 clusters Score -7116174 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138506 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -7116263.000000 Penalty: 3847.900635
	Iteration 11Q: 3 clusters Score -7116263 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138521 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -7116300.500000 Penalty: 3847.900635
	Iteration 12Q: 3 clusters Score -7116300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138528 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -7116317.500000 Penalty: 3847.900635
	Iteration 13Q: 3 clusters Score -7116318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138528 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -7116339.000000 Penalty: 3847.900635
	Iteration 14Q: 3 clusters Score -7116339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138526 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -7116366.000000 Penalty: 3847.900635
	Iteration 15Q: 3 clusters Score -7116366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138528 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -7116383.500000 Penalty: 3847.900635
	Iteration 16Q: 3 clusters Score -7116384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138527 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -7116390.000000 Penalty: 3847.900635
	Iteration 17Q: 3 clusters Score -7116390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138527 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -7116392.000000 Penalty: 3847.900635
	Iteration 18Q: 3 clusters Score -7116392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138527 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -7116406.000000 Penalty: 3847.900635
	Iteration 19Q: 3 clusters Score -7116406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138528 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -7116402.500000 Penalty: 3847.900635
	Iteration 20F: 3 clusters Score -7116402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Entering Unmasked Estep 
Score: -640959.562500 Penalty: 1523.135132
	Iteration 0F: 2 clusters Score -640959.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -632668.625000 Penalty: 3046.270264
	Iteration 0F: 3 clusters Score -632668.6 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -635524.625000 Penalty: 3046.270264
	Iteration 1F: 3 clusters Score -635524.6 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -635934.437500 Penalty: 3046.270264
	Iteration 2F: 3 clusters Score -635934.4 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -636388.062500 Penalty: 3046.270264
	Iteration 3F: 3 clusters Score -636388.1 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -637016.750000 Penalty: 3046.270264
	Iteration 4F: 3 clusters Score -637016.8 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -637761.187500 Penalty: 3046.270264
	Iteration 5F: 3 clusters Score -637761.2 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -638455.000000 Penalty: 3046.270264
	Iteration 6F: 3 clusters Score -638455 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -638981.687500 Penalty: 3046.270264
	Iteration 7Q: 3 clusters Score -638981.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -639273.000000 Penalty: 3046.270264
	Iteration 8Q: 3 clusters Score -639273 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -639418.937500 Penalty: 3046.270264
	Iteration 9Q: 3 clusters Score -639418.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -639498.750000 Penalty: 3046.270264
	Iteration 10Q: 3 clusters Score -639498.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -639544.500000 Penalty: 3046.270264
	Iteration 11Q: 3 clusters Score -639544.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -639561.437500 Penalty: 3046.270264
	Iteration 12Q: 3 clusters Score -639561.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -639574.625000 Penalty: 3046.270264
	Iteration 13Q: 3 clusters Score -639574.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -639589.937500 Penalty: 3046.270264
	Iteration 14Q: 3 clusters Score -639589.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -639602.125000 Penalty: 3046.270264
	Iteration 15Q: 3 clusters Score -639602.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -639605.187500 Penalty: 3046.270264
	Iteration 16Q: 3 clusters Score -639605.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -639609.812500 Penalty: 3046.270264
	Iteration 17Q: 3 clusters Score -639609.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -639611.562500 Penalty: 3046.270264
	Iteration 18Q: 3 clusters Score -639611.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -639611.562500 Penalty: 3046.270264
	Iteration 19F: 3 clusters Score -639611.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Entering Unmasked Estep 
Score: -97472.742188 Penalty: 1240.186401
	Iteration 0F: 2 clusters Score -97472.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -95348.531250 Penalty: 2480.372803
	Iteration 0F: 3 clusters Score -95348.53 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -95826.710938 Penalty: 2480.372803
	Iteration 1F: 3 clusters Score -95826.71 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -95923.054688 Penalty: 2480.372803
	Iteration 2F: 3 clusters Score -95923.05 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -95978.054688 Penalty: 2480.372803
	Iteration 3Q: 3 clusters Score -95978.05 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -96024.546875 Penalty: 2480.372803
	Iteration 4Q: 3 clusters Score -96024.55 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -96072.929688 Penalty: 2480.372803
	Iteration 5Q: 3 clusters Score -96072.93 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -96116.476562 Penalty: 2480.372803
	Iteration 6Q: 3 clusters Score -96116.48 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -96146.835938 Penalty: 2480.372803
	Iteration 7Q: 3 clusters Score -96146.84 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -96168.757812 Penalty: 2480.372803
	Iteration 8Q: 3 clusters Score -96168.76 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -96190.906250 Penalty: 2480.372803
	Iteration 9Q: 3 clusters Score -96190.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -96209.062500 Penalty: 2480.372803
	Iteration 10Q: 3 clusters Score -96209.06 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -96226.015625 Penalty: 2480.372803
	Iteration 11Q: 3 clusters Score -96226.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -96241.070312 Penalty: 2480.372803
	Iteration 12Q: 3 clusters Score -96241.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -96251.375000 Penalty: 2480.372803
	Iteration 13Q: 3 clusters Score -96251.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -96265.656250 Penalty: 2480.372803
	Iteration 14Q: 3 clusters Score -96265.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -96289.890625 Penalty: 2480.372803
	Iteration 15Q: 3 clusters Score -96289.89 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -96327.359375 Penalty: 2480.372803
	Iteration 16Q: 3 clusters Score -96327.36 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -96366.843750 Penalty: 2480.372803
	Iteration 17Q: 3 clusters Score -96366.84 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -96409.671875 Penalty: 2480.372803
	Iteration 18Q: 3 clusters Score -96409.67 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -96462.695312 Penalty: 2480.372803
	Iteration 19Q: 3 clusters Score -96462.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -96501.445312 Penalty: 2480.372803
	Iteration 20F: 3 clusters Score -96501.45 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -96530.500000 Penalty: 2480.372803
	Iteration 21Q: 3 clusters Score -96530.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -96564.375000 Penalty: 2480.372803
	Iteration 22Q: 3 clusters Score -96564.38 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -96609.070312 Penalty: 2480.372803
	Iteration 23Q: 3 clusters Score -96609.07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -96662.492188 Penalty: 2480.372803
	Iteration 24Q: 3 clusters Score -96662.49 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -96727.093750 Penalty: 2480.372803
	Iteration 25Q: 3 clusters Score -96727.09 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -96781.976562 Penalty: 2480.372803
	Iteration 26Q: 3 clusters Score -96781.98 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -96824.609375 Penalty: 2480.372803
	Iteration 27Q: 3 clusters Score -96824.61 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -96852.195312 Penalty: 2480.372803
	Iteration 28Q: 3 clusters Score -96852.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -96873.351562 Penalty: 2480.372803
	Iteration 29Q: 3 clusters Score -96873.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -96880.265625 Penalty: 2480.372803
	Iteration 30Q: 3 clusters Score -96880.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -96887.531250 Penalty: 2480.372803
	Iteration 31Q: 3 clusters Score -96887.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -96895.203125 Penalty: 2480.372803
	Iteration 32Q: 3 clusters Score -96895.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -96901.671875 Penalty: 2480.372803
	Iteration 33Q: 3 clusters Score -96901.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -96905.984375 Penalty: 2480.372803
	Iteration 34Q: 3 clusters Score -96905.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -96907.914062 Penalty: 2480.372803
	Iteration 35Q: 3 clusters Score -96907.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -96909.835938 Penalty: 2480.372803
	Iteration 36Q: 3 clusters Score -96909.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -96909.992188 Penalty: 2480.372803
	Iteration 37Q: 3 clusters Score -96909.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -96909.992188 Penalty: 2480.372803
	Iteration 38F: 3 clusters Score -96909.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Entering Unmasked Estep 
Score: -120600.562500 Penalty: 1257.149902
	Iteration 0F: 2 clusters Score -120600.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -118320.117188 Penalty: 2514.299805
	Iteration 0F: 3 clusters Score -118320.1 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -118786.546875 Penalty: 2514.299805
	Iteration 1F: 3 clusters Score -118786.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -118897.515625 Penalty: 2514.299805
	Iteration 2F: 3 clusters Score -118897.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -118965.085938 Penalty: 2514.299805
	Iteration 3F: 3 clusters Score -118965.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -119008.257812 Penalty: 2514.299805
	Iteration 4Q: 3 clusters Score -119008.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -119031.929688 Penalty: 2514.299805
	Iteration 5Q: 3 clusters Score -119031.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -119051.531250 Penalty: 2514.299805
	Iteration 6Q: 3 clusters Score -119051.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -119065.187500 Penalty: 2514.299805
	Iteration 7Q: 3 clusters Score -119065.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -119074.070312 Penalty: 2514.299805
	Iteration 8Q: 3 clusters Score -119074.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -119084.679688 Penalty: 2514.299805
	Iteration 9Q: 3 clusters Score -119084.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -119094.632812 Penalty: 2514.299805
	Iteration 10Q: 3 clusters Score -119094.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -119104.039062 Penalty: 2514.299805
	Iteration 11Q: 3 clusters Score -119104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -119112.218750 Penalty: 2514.299805
	Iteration 12Q: 3 clusters Score -119112.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -119116.781250 Penalty: 2514.299805
	Iteration 13Q: 3 clusters Score -119116.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -119121.867188 Penalty: 2514.299805
	Iteration 14Q: 3 clusters Score -119121.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -119128.546875 Penalty: 2514.299805
	Iteration 15Q: 3 clusters Score -119128.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -119132.304688 Penalty: 2514.299805
	Iteration 16Q: 3 clusters Score -119132.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -119136.765625 Penalty: 2514.299805
	Iteration 17Q: 3 clusters Score -119136.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -119138.843750 Penalty: 2514.299805
	Iteration 18Q: 3 clusters Score -119138.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -119140.718750 Penalty: 2514.299805
	Iteration 19Q: 3 clusters Score -119140.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -119141.757812 Penalty: 2514.299805
	Iteration 20F: 3 clusters Score -119141.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -119142.273438 Penalty: 2514.299805
	Iteration 21Q: 3 clusters Score -119142.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -119142.273438 Penalty: 2514.299805
	Iteration 22F: 3 clusters Score -119142.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (152535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152535 members 
Entering Unmasked Estep 
Score: -7927160.500000 Penalty: 1939.461792
	Iteration 0F: 2 clusters Score -7927160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76030 members 
Mstep: Class 2 contains 76505 members 
Entering Unmasked Estep 
Score: -7824438.000000 Penalty: 3878.923584
	Iteration 0F: 3 clusters Score -7824438 nChanged 73640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70300 members 
Mstep: Class 2 contains 82235 members 
Entering Unmasked Estep 
Score: -7868350.000000 Penalty: 3878.923584
	Iteration 1F: 3 clusters Score -7868350 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66943 members 
Mstep: Class 2 contains 85592 members 
Entering Unmasked Estep 
Score: -7870039.000000 Penalty: 3878.923584
	Iteration 2Q: 3 clusters Score -7870039 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61776 members 
Mstep: Class 2 contains 90759 members 
Entering Unmasked Estep 
Score: -7872595.500000 Penalty: 3878.923584
	Iteration 3Q: 3 clusters Score -7872596 nChanged 8419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54169 members 
Mstep: Class 2 contains 98366 members 
Entering Unmasked Estep 
Score: -7877010.500000 Penalty: 3878.923584
	Iteration 4F: 3 clusters Score -7877010 nChanged 10838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 108772 members 
Entering Unmasked Estep 
Score: -7884375.000000 Penalty: 3878.923584
	Iteration 5F: 3 clusters Score -7884375 nChanged 12895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 121507 members 
Entering Unmasked Estep 
Score: -7895542.000000 Penalty: 3878.923584
	Iteration 6F: 3 clusters Score -7895542 nChanged 12887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 134332 members 
Entering Unmasked Estep 
Score: -7908048.000000 Penalty: 3878.923584
	Iteration 7F: 3 clusters Score -7908048 nChanged 9712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 144020 members 
Entering Unmasked Estep 
Score: -7917823.500000 Penalty: 3878.923584
	Iteration 8F: 3 clusters Score -7917824 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 149195 members 
Entering Unmasked Estep 
Score: -7922771.000000 Penalty: 3878.923584
	Iteration 9Q: 3 clusters Score -7922771 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 151188 members 
Entering Unmasked Estep 
Score: -7924552.500000 Penalty: 3878.923584
	Iteration 10Q: 3 clusters Score -7924552 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 151838 members 
Entering Unmasked Estep 
Score: -7925119.500000 Penalty: 3878.923584
	Iteration 11Q: 3 clusters Score -7925120 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 152042 members 
Entering Unmasked Estep 
Score: -7925323.000000 Penalty: 3878.923584
	Iteration 12Q: 3 clusters Score -7925323 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 152136 members 
Entering Unmasked Estep 
Score: -7925411.500000 Penalty: 3878.923584
	Iteration 13Q: 3 clusters Score -7925412 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 152176 members 
Entering Unmasked Estep 
Score: -7925469.000000 Penalty: 3878.923584
	Iteration 14Q: 3 clusters Score -7925469 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 152202 members 
Entering Unmasked Estep 
Score: -7925500.000000 Penalty: 3878.923584
	Iteration 15Q: 3 clusters Score -7925500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 152206 members 
Entering Unmasked Estep 
Score: -7925511.500000 Penalty: 3878.923584
	Iteration 16Q: 3 clusters Score -7925512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 152207 members 
Entering Unmasked Estep 
Score: -7925513.000000 Penalty: 3878.923584
	Iteration 17Q: 3 clusters Score -7925513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 152208 members 
Entering Unmasked Estep 
Score: -7925518.500000 Penalty: 3878.923584
	Iteration 18Q: 3 clusters Score -7925518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 152210 members 
Entering Unmasked Estep 
Score: -7925525.500000 Penalty: 3878.923584
	Iteration 19Q: 3 clusters Score -7925526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 152213 members 
Entering Unmasked Estep 
Score: -7925527.000000 Penalty: 3878.923584
	Iteration 20F: 3 clusters Score -7925527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 152214 members 
Entering Unmasked Estep 
Score: -7925529.000000 Penalty: 3878.923584
	Iteration 21Q: 3 clusters Score -7925529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 152214 members 
Entering Unmasked Estep 
Score: -7925529.000000 Penalty: 3878.923584
	Iteration 22F: 3 clusters Score -7925529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 3 contains 9955 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 4262 members 
Mstep: Class 6 contains 4504 members 
Mstep: Class 7 contains 2109 members 
Mstep: Class 8 contains 4258 members 
Mstep: Class 9 contains 13367 members 
Mstep: Class 11 contains 15665 members 
Mstep: Class 12 contains 30907 members 
Mstep: Class 13 contains 42363 members 
Mstep: Class 14 contains 138648 members 
Mstep: Class 15 contains 11768 members 
Mstep: Class 16 contains 2063 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 152535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145222.000000 Penalty: 33916.507812
Iteration 159Q: 17 clusters Score -2.314522e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 3 contains 9953 members 
Mstep: Class 4 contains 10454 members 
Mstep: Class 5 contains 4254 members 
Mstep: Class 6 contains 4499 members 
Mstep: Class 7 contains 2109 members 
Mstep: Class 8 contains 4259 members 
Mstep: Class 9 contains 13327 members 
Mstep: Class 11 contains 15636 members 
Mstep: Class 12 contains 30875 members 
Mstep: Class 13 contains 42326 members 
Mstep: Class 14 contains 138982 members 
Mstep: Class 15 contains 11757 members 
Mstep: Class 16 contains 2061 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 152401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145166.000000 Penalty: 33916.507812
Iteration 160F: 17 clusters Score -2.314517e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 3 contains 9949 members 
Mstep: Class 4 contains 10447 members 
Mstep: Class 5 contains 4244 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 2111 members 
Mstep: Class 8 contains 4259 members 
Mstep: Class 9 contains 13290 members 
Mstep: Class 11 contains 15608 members 
Mstep: Class 12 contains 30842 members 
Mstep: Class 13 contains 42287 members 
Mstep: Class 14 contains 139303 members 
Mstep: Class 15 contains 11744 members 
Mstep: Class 16 contains 2059 members 
Mstep: Class 19 contains 2287 members 
Mstep: Class 20 contains 152291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145212.000000 Penalty: 33916.507812
Iteration 161Q: 17 clusters Score -2.314521e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 3 contains 9949 members 
Mstep: Class 4 contains 10425 members 
Mstep: Class 5 contains 4233 members 
Mstep: Class 6 contains 4486 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 4259 members 
Mstep: Class 9 contains 13239 members 
Mstep: Class 11 contains 15577 members 
Mstep: Class 12 contains 30799 members 
Mstep: Class 13 contains 42243 members 
Mstep: Class 14 contains 139630 members 
Mstep: Class 15 contains 11738 members 
Mstep: Class 16 contains 2059 members 
Mstep: Class 19 contains 2287 members 
Mstep: Class 20 contains 152201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145250.000000 Penalty: 33916.507812
Iteration 162Q: 17 clusters Score -2.314525e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 3 contains 9945 members 
Mstep: Class 4 contains 10403 members 
Mstep: Class 5 contains 4216 members 
Mstep: Class 6 contains 4480 members 
Mstep: Class 7 contains 2116 members 
Mstep: Class 8 contains 4259 members 
Mstep: Class 9 contains 13193 members 
Mstep: Class 11 contains 15540 members 
Mstep: Class 12 contains 30757 members 
Mstep: Class 13 contains 42204 members 
Mstep: Class 14 contains 139953 members 
Mstep: Class 15 contains 11733 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 19 contains 2284 members 
Mstep: Class 20 contains 152119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145264.000000 Penalty: 33916.507812
Iteration 163Q: 17 clusters Score -2.314526e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 3 contains 9945 members 
Mstep: Class 4 contains 10389 members 
Mstep: Class 5 contains 4200 members 
Mstep: Class 6 contains 4480 members 
Mstep: Class 7 contains 2121 members 
Mstep: Class 8 contains 4260 members 
Mstep: Class 9 contains 13146 members 
Mstep: Class 11 contains 15497 members 
Mstep: Class 12 contains 30713 members 
Mstep: Class 13 contains 42160 members 
Mstep: Class 14 contains 140266 members 
Mstep: Class 15 contains 11729 members 
Mstep: Class 16 contains 2062 members 
Mstep: Class 19 contains 2287 members 
Mstep: Class 20 contains 152034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145266.000000 Penalty: 33916.507812
Iteration 164Q: 17 clusters Score -2.314527e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 3 contains 9945 members 
Mstep: Class 4 contains 10378 members 
Mstep: Class 5 contains 4192 members 
Mstep: Class 6 contains 4477 members 
Mstep: Class 7 contains 2124 members 
Mstep: Class 8 contains 4257 members 
Mstep: Class 9 contains 13098 members 
Mstep: Class 11 contains 15452 members 
Mstep: Class 12 contains 30675 members 
Mstep: Class 13 contains 42125 members 
Mstep: Class 14 contains 140583 members 
Mstep: Class 15 contains 11721 members 
Mstep: Class 16 contains 2062 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 151945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145294.000000 Penalty: 33916.507812
Iteration 165Q: 17 clusters Score -2.314529e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 3 contains 9941 members 
Mstep: Class 4 contains 10367 members 
Mstep: Class 5 contains 4185 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 2125 members 
Mstep: Class 8 contains 4257 members 
Mstep: Class 9 contains 13038 members 
Mstep: Class 11 contains 15398 members 
Mstep: Class 12 contains 30627 members 
Mstep: Class 13 contains 42093 members 
Mstep: Class 14 contains 140924 members 
Mstep: Class 15 contains 11709 members 
Mstep: Class 16 contains 2062 members 
Mstep: Class 19 contains 2289 members 
Mstep: Class 20 contains 151865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145298.000000 Penalty: 33916.507812
Iteration 166Q: 17 clusters Score -2.31453e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 3 contains 9937 members 
Mstep: Class 4 contains 10349 members 
Mstep: Class 5 contains 4179 members 
Mstep: Class 6 contains 4470 members 
Mstep: Class 7 contains 2127 members 
Mstep: Class 8 contains 4258 members 
Mstep: Class 9 contains 12978 members 
Mstep: Class 11 contains 15352 members 
Mstep: Class 12 contains 30566 members 
Mstep: Class 13 contains 42058 members 
Mstep: Class 14 contains 141261 members 
Mstep: Class 15 contains 11704 members 
Mstep: Class 16 contains 2064 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 151773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145328.000000 Penalty: 33916.507812
Iteration 167Q: 17 clusters Score -2.314533e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 3 contains 9937 members 
Mstep: Class 4 contains 10331 members 
Mstep: Class 5 contains 4171 members 
Mstep: Class 6 contains 4466 members 
Mstep: Class 7 contains 2130 members 
Mstep: Class 8 contains 4259 members 
Mstep: Class 9 contains 12928 members 
Mstep: Class 11 contains 15302 members 
Mstep: Class 12 contains 30523 members 
Mstep: Class 13 contains 42014 members 
Mstep: Class 14 contains 141594 members 
Mstep: Class 15 contains 11704 members 
Mstep: Class 16 contains 2066 members 
Mstep: Class 19 contains 2291 members 
Mstep: Class 20 contains 151665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145266.000000 Penalty: 33916.507812
Iteration 168Q: 17 clusters Score -2.314527e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 3 contains 9937 members 
Mstep: Class 4 contains 10321 members 
Mstep: Class 5 contains 4164 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 2132 members 
Mstep: Class 8 contains 4258 members 
Mstep: Class 9 contains 12887 members 
Mstep: Class 11 contains 15242 members 
Mstep: Class 12 contains 30483 members 
Mstep: Class 13 contains 41973 members 
Mstep: Class 14 contains 141950 members 
Mstep: Class 15 contains 11711 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 19 contains 2293 members 
Mstep: Class 20 contains 151514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145336.000000 Penalty: 33916.507812
Iteration 169Q: 17 clusters Score -2.314534e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 3 contains 9936 members 
Mstep: Class 4 contains 10310 members 
Mstep: Class 5 contains 4156 members 
Mstep: Class 6 contains 4449 members 
Mstep: Class 7 contains 2135 members 
Mstep: Class 8 contains 4259 members 
Mstep: Class 9 contains 12831 members 
Mstep: Class 11 contains 15189 members 
Mstep: Class 12 contains 30430 members 
Mstep: Class 13 contains 41943 members 
Mstep: Class 14 contains 142311 members 
Mstep: Class 15 contains 11720 members 
Mstep: Class 16 contains 2070 members 
Mstep: Class 19 contains 2294 members 
Mstep: Class 20 contains 151377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145320.000000 Penalty: 33916.507812
Iteration 170Q: 17 clusters Score -2.314532e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 3 contains 9931 members 
Mstep: Class 4 contains 10293 members 
Mstep: Class 5 contains 4149 members 
Mstep: Class 6 contains 4442 members 
Mstep: Class 7 contains 2136 members 
Mstep: Class 8 contains 4261 members 
Mstep: Class 9 contains 12768 members 
Mstep: Class 11 contains 15127 members 
Mstep: Class 12 contains 30401 members 
Mstep: Class 13 contains 41908 members 
Mstep: Class 14 contains 142688 members 
Mstep: Class 15 contains 11720 members 
Mstep: Class 16 contains 2070 members 
Mstep: Class 19 contains 2294 members 
Mstep: Class 20 contains 151240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145452.000000 Penalty: 33916.507812
Iteration 171Q: 17 clusters Score -2.314545e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 3 contains 9929 members 
Mstep: Class 4 contains 10286 members 
Mstep: Class 5 contains 4146 members 
Mstep: Class 6 contains 4435 members 
Mstep: Class 7 contains 2138 members 
Mstep: Class 8 contains 4263 members 
Mstep: Class 9 contains 12703 members 
Mstep: Class 11 contains 15068 members 
Mstep: Class 12 contains 30366 members 
Mstep: Class 13 contains 41868 members 
Mstep: Class 14 contains 143069 members 
Mstep: Class 15 contains 11709 members 
Mstep: Class 16 contains 2070 members 
Mstep: Class 19 contains 2292 members 
Mstep: Class 20 contains 151110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145430.000000 Penalty: 33916.507812
Iteration 172Q: 17 clusters Score -2.314543e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 3 contains 9926 members 
Mstep: Class 4 contains 10270 members 
Mstep: Class 5 contains 4143 members 
Mstep: Class 6 contains 4428 members 
Mstep: Class 7 contains 2133 members 
Mstep: Class 8 contains 4264 members 
Mstep: Class 9 contains 12632 members 
Mstep: Class 11 contains 15027 members 
Mstep: Class 12 contains 30332 members 
Mstep: Class 13 contains 41833 members 
Mstep: Class 14 contains 143467 members 
Mstep: Class 15 contains 11708 members 
Mstep: Class 16 contains 2071 members 
Mstep: Class 19 contains 2291 members 
Mstep: Class 20 contains 150961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145446.000000 Penalty: 33916.507812
Iteration 173Q: 17 clusters Score -2.314545e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 3 contains 9929 members 
Mstep: Class 4 contains 10257 members 
Mstep: Class 5 contains 4143 members 
Mstep: Class 6 contains 4417 members 
Mstep: Class 7 contains 2131 members 
Mstep: Class 8 contains 4263 members 
Mstep: Class 9 contains 12552 members 
Mstep: Class 11 contains 14995 members 
Mstep: Class 12 contains 30289 members 
Mstep: Class 13 contains 41793 members 
Mstep: Class 14 contains 143864 members 
Mstep: Class 15 contains 11711 members 
Mstep: Class 16 contains 2071 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 150814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145418.000000 Penalty: 33916.507812
Iteration 174Q: 17 clusters Score -2.314542e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 3 contains 9929 members 
Mstep: Class 4 contains 10239 members 
Mstep: Class 5 contains 4140 members 
Mstep: Class 6 contains 4412 members 
Mstep: Class 7 contains 2132 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 12474 members 
Mstep: Class 11 contains 14957 members 
Mstep: Class 12 contains 30253 members 
Mstep: Class 13 contains 41756 members 
Mstep: Class 14 contains 144242 members 
Mstep: Class 15 contains 11714 members 
Mstep: Class 16 contains 2071 members 
Mstep: Class 19 contains 2293 members 
Mstep: Class 20 contains 150679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145458.000000 Penalty: 33916.507812
Iteration 175Q: 17 clusters Score -2.314546e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 3 contains 9930 members 
Mstep: Class 4 contains 10223 members 
Mstep: Class 5 contains 4135 members 
Mstep: Class 6 contains 4406 members 
Mstep: Class 7 contains 2130 members 
Mstep: Class 8 contains 4262 members 
Mstep: Class 9 contains 12397 members 
Mstep: Class 11 contains 14918 members 
Mstep: Class 12 contains 30217 members 
Mstep: Class 13 contains 41717 members 
Mstep: Class 14 contains 144636 members 
Mstep: Class 15 contains 11708 members 
Mstep: Class 16 contains 2071 members 
Mstep: Class 19 contains 2293 members 
Mstep: Class 20 contains 150545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145492.000000 Penalty: 33916.507812
Iteration 176Q: 17 clusters Score -2.314549e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 3 contains 9929 members 
Mstep: Class 4 contains 10210 members 
Mstep: Class 5 contains 4127 members 
Mstep: Class 6 contains 4397 members 
Mstep: Class 7 contains 2130 members 
Mstep: Class 8 contains 4264 members 
Mstep: Class 9 contains 12322 members 
Mstep: Class 11 contains 14877 members 
Mstep: Class 12 contains 30175 members 
Mstep: Class 13 contains 41678 members 
Mstep: Class 14 contains 145023 members 
Mstep: Class 15 contains 11704 members 
Mstep: Class 16 contains 2071 members 
Mstep: Class 19 contains 2294 members 
Mstep: Class 20 contains 150420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145538.000000 Penalty: 33916.507812
Iteration 177Q: 17 clusters Score -2.314554e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 3 contains 9929 members 
Mstep: Class 4 contains 10203 members 
Mstep: Class 5 contains 4119 members 
Mstep: Class 6 contains 4390 members 
Mstep: Class 7 contains 2130 members 
Mstep: Class 8 contains 4264 members 
Mstep: Class 9 contains 12250 members 
Mstep: Class 11 contains 14826 members 
Mstep: Class 12 contains 30132 members 
Mstep: Class 13 contains 41629 members 
Mstep: Class 14 contains 145411 members 
Mstep: Class 15 contains 11706 members 
Mstep: Class 16 contains 2071 members 
Mstep: Class 19 contains 2295 members 
Mstep: Class 20 contains 150298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145586.000000 Penalty: 33916.507812
Iteration 178Q: 17 clusters Score -2.314559e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 3 contains 9926 members 
Mstep: Class 4 contains 10194 members 
Mstep: Class 5 contains 4102 members 
Mstep: Class 6 contains 4383 members 
Mstep: Class 7 contains 2130 members 
Mstep: Class 8 contains 4264 members 
Mstep: Class 9 contains 12173 members 
Mstep: Class 11 contains 14776 members 
Mstep: Class 12 contains 30097 members 
Mstep: Class 13 contains 41578 members 
Mstep: Class 14 contains 145824 members 
Mstep: Class 15 contains 11710 members 
Mstep: Class 16 contains 2070 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 150166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145712.000000 Penalty: 33916.507812
Iteration 179Q: 17 clusters Score -2.314571e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 3 contains 9918 members 
Mstep: Class 4 contains 10183 members 
Mstep: Class 5 contains 4086 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 2133 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 12099 members 
Mstep: Class 11 contains 14713 members 
Mstep: Class 12 contains 30070 members 
Mstep: Class 13 contains 41541 members 
Mstep: Class 14 contains 146242 members 
Mstep: Class 15 contains 11701 members 
Mstep: Class 16 contains 2070 members 
Mstep: Class 19 contains 2292 members 
Mstep: Class 20 contains 150036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145718.000000 Penalty: 33916.507812
Iteration 180F: 17 clusters Score -2.314572e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 3 contains 9910 members 
Mstep: Class 4 contains 10175 members 
Mstep: Class 5 contains 4073 members 
Mstep: Class 6 contains 4372 members 
Mstep: Class 7 contains 2135 members 
Mstep: Class 8 contains 4264 members 
Mstep: Class 9 contains 12026 members 
Mstep: Class 11 contains 14653 members 
Mstep: Class 12 contains 30039 members 
Mstep: Class 13 contains 41505 members 
Mstep: Class 14 contains 146660 members 
Mstep: Class 15 contains 11693 members 
Mstep: Class 16 contains 2070 members 
Mstep: Class 19 contains 2292 members 
Mstep: Class 20 contains 149900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145678.000000 Penalty: 33916.507812
Iteration 181Q: 17 clusters Score -2.314568e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 3 contains 9907 members 
Mstep: Class 4 contains 10169 members 
Mstep: Class 5 contains 4065 members 
Mstep: Class 6 contains 4363 members 
Mstep: Class 7 contains 2137 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 11960 members 
Mstep: Class 11 contains 14589 members 
Mstep: Class 12 contains 30001 members 
Mstep: Class 13 contains 41468 members 
Mstep: Class 14 contains 147076 members 
Mstep: Class 15 contains 11689 members 
Mstep: Class 16 contains 2069 members 
Mstep: Class 19 contains 2294 members 
Mstep: Class 20 contains 149755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145628.000000 Penalty: 33916.507812
Iteration 182Q: 17 clusters Score -2.314563e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 3 contains 9906 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 4051 members 
Mstep: Class 6 contains 4356 members 
Mstep: Class 7 contains 2138 members 
Mstep: Class 8 contains 4261 members 
Mstep: Class 9 contains 11904 members 
Mstep: Class 11 contains 14528 members 
Mstep: Class 12 contains 29962 members 
Mstep: Class 13 contains 41430 members 
Mstep: Class 14 contains 147509 members 
Mstep: Class 15 contains 11684 members 
Mstep: Class 16 contains 2067 members 
Mstep: Class 19 contains 2291 members 
Mstep: Class 20 contains 149589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145654.000000 Penalty: 33916.507812
Iteration 183Q: 17 clusters Score -2.314565e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 3 contains 9905 members 
Mstep: Class 4 contains 10159 members 
Mstep: Class 5 contains 4039 members 
Mstep: Class 6 contains 4348 members 
Mstep: Class 7 contains 2139 members 
Mstep: Class 8 contains 4258 members 
Mstep: Class 9 contains 11834 members 
Mstep: Class 11 contains 14471 members 
Mstep: Class 12 contains 29931 members 
Mstep: Class 13 contains 41395 members 
Mstep: Class 14 contains 147932 members 
Mstep: Class 15 contains 11681 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 149422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145634.000000 Penalty: 33916.507812
Iteration 184Q: 17 clusters Score -2.314563e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 3 contains 9902 members 
Mstep: Class 4 contains 10153 members 
Mstep: Class 5 contains 4026 members 
Mstep: Class 6 contains 4345 members 
Mstep: Class 7 contains 2140 members 
Mstep: Class 8 contains 4257 members 
Mstep: Class 9 contains 11758 members 
Mstep: Class 11 contains 14398 members 
Mstep: Class 12 contains 29897 members 
Mstep: Class 13 contains 41362 members 
Mstep: Class 14 contains 148391 members 
Mstep: Class 15 contains 11680 members 
Mstep: Class 16 contains 2067 members 
Mstep: Class 19 contains 2286 members 
Mstep: Class 20 contains 149245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145648.000000 Penalty: 33916.507812
Iteration 185Q: 17 clusters Score -2.314565e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 3 contains 9900 members 
Mstep: Class 4 contains 10148 members 
Mstep: Class 5 contains 4014 members 
Mstep: Class 6 contains 4342 members 
Mstep: Class 7 contains 2139 members 
Mstep: Class 8 contains 4257 members 
Mstep: Class 9 contains 11650 members 
Mstep: Class 11 contains 14336 members 
Mstep: Class 12 contains 29866 members 
Mstep: Class 13 contains 41329 members 
Mstep: Class 14 contains 148873 members 
Mstep: Class 15 contains 11684 members 
Mstep: Class 16 contains 2069 members 
Mstep: Class 19 contains 2284 members 
Mstep: Class 20 contains 149058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145676.000000 Penalty: 33916.507812
Iteration 186Q: 17 clusters Score -2.314568e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 3 contains 9902 members 
Mstep: Class 4 contains 10144 members 
Mstep: Class 5 contains 4007 members 
Mstep: Class 6 contains 4335 members 
Mstep: Class 7 contains 2137 members 
Mstep: Class 8 contains 4257 members 
Mstep: Class 9 contains 11530 members 
Mstep: Class 11 contains 14277 members 
Mstep: Class 12 contains 29837 members 
Mstep: Class 13 contains 41292 members 
Mstep: Class 14 contains 149382 members 
Mstep: Class 15 contains 11695 members 
Mstep: Class 16 contains 2072 members 
Mstep: Class 19 contains 2283 members 
Mstep: Class 20 contains 148838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145816.000000 Penalty: 33916.507812
Iteration 187Q: 17 clusters Score -2.314582e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 3 contains 9903 members 
Mstep: Class 4 contains 10144 members 
Mstep: Class 5 contains 4009 members 
Mstep: Class 6 contains 4327 members 
Mstep: Class 7 contains 2137 members 
Mstep: Class 8 contains 4262 members 
Mstep: Class 9 contains 11394 members 
Mstep: Class 11 contains 14218 members 
Mstep: Class 12 contains 29806 members 
Mstep: Class 13 contains 41255 members 
Mstep: Class 14 contains 149880 members 
Mstep: Class 15 contains 11705 members 
Mstep: Class 16 contains 2073 members 
Mstep: Class 19 contains 2282 members 
Mstep: Class 20 contains 148628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145854.000000 Penalty: 33916.507812
Iteration 188Q: 17 clusters Score -2.314585e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 3 contains 9906 members 
Mstep: Class 4 contains 10141 members 
Mstep: Class 5 contains 4005 members 
Mstep: Class 6 contains 4321 members 
Mstep: Class 7 contains 2134 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 11240 members 
Mstep: Class 11 contains 14146 members 
Mstep: Class 12 contains 29762 members 
Mstep: Class 13 contains 41214 members 
Mstep: Class 14 contains 150438 members 
Mstep: Class 15 contains 11714 members 
Mstep: Class 16 contains 2074 members 
Mstep: Class 19 contains 2280 members 
Mstep: Class 20 contains 148418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145958.000000 Penalty: 33916.507812
Iteration 189Q: 17 clusters Score -2.314596e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 3 contains 9908 members 
Mstep: Class 4 contains 10142 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 4316 members 
Mstep: Class 7 contains 2132 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 11085 members 
Mstep: Class 11 contains 14074 members 
Mstep: Class 12 contains 29709 members 
Mstep: Class 13 contains 41172 members 
Mstep: Class 14 contains 151006 members 
Mstep: Class 15 contains 11723 members 
Mstep: Class 16 contains 2075 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 148214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146032.000000 Penalty: 33916.507812
Iteration 190Q: 17 clusters Score -2.314603e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 3 contains 9911 members 
Mstep: Class 4 contains 10141 members 
Mstep: Class 5 contains 3988 members 
Mstep: Class 6 contains 4307 members 
Mstep: Class 7 contains 2130 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 10917 members 
Mstep: Class 11 contains 14007 members 
Mstep: Class 12 contains 29660 members 
Mstep: Class 13 contains 41116 members 
Mstep: Class 14 contains 151611 members 
Mstep: Class 15 contains 11740 members 
Mstep: Class 16 contains 2076 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 147990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146112.000000 Penalty: 33916.507812
Iteration 191Q: 17 clusters Score -2.314611e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 3 contains 9912 members 
Mstep: Class 4 contains 10139 members 
Mstep: Class 5 contains 3987 members 
Mstep: Class 6 contains 4296 members 
Mstep: Class 7 contains 2127 members 
Mstep: Class 8 contains 4264 members 
Mstep: Class 9 contains 10760 members 
Mstep: Class 11 contains 13945 members 
Mstep: Class 12 contains 29624 members 
Mstep: Class 13 contains 41072 members 
Mstep: Class 14 contains 152216 members 
Mstep: Class 15 contains 11756 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 19 contains 2278 members 
Mstep: Class 20 contains 147721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146150.000000 Penalty: 33916.507812
Iteration 192Q: 17 clusters Score -2.314615e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 3 contains 9917 members 
Mstep: Class 4 contains 10147 members 
Mstep: Class 5 contains 3982 members 
Mstep: Class 6 contains 4285 members 
Mstep: Class 7 contains 2129 members 
Mstep: Class 8 contains 4263 members 
Mstep: Class 9 contains 10601 members 
Mstep: Class 11 contains 13876 members 
Mstep: Class 12 contains 29567 members 
Mstep: Class 13 contains 41031 members 
Mstep: Class 14 contains 152858 members 
Mstep: Class 15 contains 11759 members 
Mstep: Class 16 contains 2076 members 
Mstep: Class 19 contains 2274 members 
Mstep: Class 20 contains 147449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146182.000000 Penalty: 33916.507812
Iteration 193Q: 17 clusters Score -2.314618e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 3 contains 9921 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 3974 members 
Mstep: Class 6 contains 4272 members 
Mstep: Class 7 contains 2127 members 
Mstep: Class 8 contains 4262 members 
Mstep: Class 9 contains 10466 members 
Mstep: Class 11 contains 13822 members 
Mstep: Class 12 contains 29507 members 
Mstep: Class 13 contains 40986 members 
Mstep: Class 14 contains 153494 members 
Mstep: Class 15 contains 11751 members 
Mstep: Class 16 contains 2078 members 
Mstep: Class 19 contains 2274 members 
Mstep: Class 20 contains 147167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146168.000000 Penalty: 33916.507812
Iteration 194Q: 17 clusters Score -2.314617e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 3 contains 9931 members 
Mstep: Class 4 contains 10149 members 
Mstep: Class 5 contains 3967 members 
Mstep: Class 6 contains 4261 members 
Mstep: Class 7 contains 2130 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 10333 members 
Mstep: Class 11 contains 13763 members 
Mstep: Class 12 contains 29449 members 
Mstep: Class 13 contains 40941 members 
Mstep: Class 14 contains 154092 members 
Mstep: Class 15 contains 11756 members 
Mstep: Class 16 contains 2082 members 
Mstep: Class 19 contains 2275 members 
Mstep: Class 20 contains 146888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146182.000000 Penalty: 33916.507812
Iteration 195Q: 17 clusters Score -2.314618e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 3 contains 9937 members 
Mstep: Class 4 contains 10154 members 
Mstep: Class 5 contains 3962 members 
Mstep: Class 6 contains 4253 members 
Mstep: Class 7 contains 2133 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 10179 members 
Mstep: Class 11 contains 13702 members 
Mstep: Class 12 contains 29370 members 
Mstep: Class 13 contains 40876 members 
Mstep: Class 14 contains 154727 members 
Mstep: Class 15 contains 11755 members 
Mstep: Class 16 contains 2088 members 
Mstep: Class 19 contains 2282 members 
Mstep: Class 20 contains 146625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146242.000000 Penalty: 33916.507812
Iteration 196Q: 17 clusters Score -2.314624e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 3 contains 9940 members 
Mstep: Class 4 contains 10154 members 
Mstep: Class 5 contains 3957 members 
Mstep: Class 6 contains 4241 members 
Mstep: Class 7 contains 2133 members 
Mstep: Class 8 contains 4268 members 
Mstep: Class 9 contains 10036 members 
Mstep: Class 11 contains 13623 members 
Mstep: Class 12 contains 29306 members 
Mstep: Class 13 contains 40824 members 
Mstep: Class 14 contains 155366 members 
Mstep: Class 15 contains 11764 members 
Mstep: Class 16 contains 2089 members 
Mstep: Class 19 contains 2285 members 
Mstep: Class 20 contains 146352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146228.000000 Penalty: 33916.507812
Iteration 197Q: 17 clusters Score -2.314623e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 3 contains 9940 members 
Mstep: Class 4 contains 10136 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 4231 members 
Mstep: Class 7 contains 2134 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 9913 members 
Mstep: Class 11 contains 13556 members 
Mstep: Class 12 contains 29242 members 
Mstep: Class 13 contains 40767 members 
Mstep: Class 14 contains 156011 members 
Mstep: Class 15 contains 11767 members 
Mstep: Class 16 contains 2092 members 
Mstep: Class 19 contains 2282 members 
Mstep: Class 20 contains 146075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146196.000000 Penalty: 33916.507812
Iteration 198Q: 17 clusters Score -2.31462e+07 nChanged 762
Entering ConstructFrom: 
Score: -23146196.000000 Penalty: 33916.507812
Entering ConstructFrom: 
Trying to split cluster 1 (16285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Entering Unmasked Estep 
Score: -876361.000000 Penalty: 1575.925049
	Iteration 0F: 2 clusters Score -876361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -865119.687500 Penalty: 3151.850098
	Iteration 0F: 3 clusters Score -865119.7 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -869055.437500 Penalty: 3151.850098
	Iteration 1F: 3 clusters Score -869055.4 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -869336.437500 Penalty: 3151.850098
	Iteration 2Q: 3 clusters Score -869336.4 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -869594.812500 Penalty: 3151.850098
	Iteration 3Q: 3 clusters Score -869594.8 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -869894.250000 Penalty: 3151.850098
	Iteration 4Q: 3 clusters Score -869894.2 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -870323.500000 Penalty: 3151.850098
	Iteration 5F: 3 clusters Score -870323.5 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -870925.562500 Penalty: 3151.850098
	Iteration 6F: 3 clusters Score -870925.6 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -871660.562500 Penalty: 3151.850098
	Iteration 7F: 3 clusters Score -871660.6 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -872519.187500 Penalty: 3151.850098
	Iteration 8F: 3 clusters Score -872519.2 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -873356.937500 Penalty: 3151.850098
	Iteration 9F: 3 clusters Score -873356.9 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -874007.937500 Penalty: 3151.850098
	Iteration 10Q: 3 clusters Score -874007.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -874426.562500 Penalty: 3151.850098
	Iteration 11Q: 3 clusters Score -874426.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -874661.000000 Penalty: 3151.850098
	Iteration 12Q: 3 clusters Score -874661 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -874792.000000 Penalty: 3151.850098
	Iteration 13Q: 3 clusters Score -874792 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -874879.000000 Penalty: 3151.850098
	Iteration 14Q: 3 clusters Score -874879 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -874930.937500 Penalty: 3151.850098
	Iteration 15Q: 3 clusters Score -874930.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -874966.625000 Penalty: 3151.850098
	Iteration 16Q: 3 clusters Score -874966.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -874991.187500 Penalty: 3151.850098
	Iteration 17Q: 3 clusters Score -874991.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -875007.000000 Penalty: 3151.850098
	Iteration 18Q: 3 clusters Score -875007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -875017.562500 Penalty: 3151.850098
	Iteration 19Q: 3 clusters Score -875017.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -875022.875000 Penalty: 3151.850098
	Iteration 20F: 3 clusters Score -875022.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -875026.062500 Penalty: 3151.850098
	Iteration 21Q: 3 clusters Score -875026.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -875029.125000 Penalty: 3151.850098
	Iteration 22Q: 3 clusters Score -875029.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -875030.625000 Penalty: 3151.850098
	Iteration 23Q: 3 clusters Score -875030.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -875032.687500 Penalty: 3151.850098
	Iteration 24Q: 3 clusters Score -875032.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -875033.875000 Penalty: 3151.850098
	Iteration 25Q: 3 clusters Score -875033.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -875036.937500 Penalty: 3151.850098
	Iteration 26Q: 3 clusters Score -875036.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -875038.000000 Penalty: 3151.850098
	Iteration 27Q: 3 clusters Score -875038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -875045.625000 Penalty: 3151.850098
	Iteration 28Q: 3 clusters Score -875045.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -875056.750000 Penalty: 3151.850098
	Iteration 29Q: 3 clusters Score -875056.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -875059.000000 Penalty: 3151.850098
	Iteration 30Q: 3 clusters Score -875059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -875059.187500 Penalty: 3151.850098
	Iteration 31Q: 3 clusters Score -875059.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -875061.375000 Penalty: 3151.850098
	Iteration 32Q: 3 clusters Score -875061.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -875064.125000 Penalty: 3151.850098
	Iteration 33Q: 3 clusters Score -875064.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -875068.062500 Penalty: 3151.850098
	Iteration 34Q: 3 clusters Score -875068.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -875071.562500 Penalty: 3151.850098
	Iteration 35Q: 3 clusters Score -875071.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -875072.562500 Penalty: 3151.850098
	Iteration 36Q: 3 clusters Score -875072.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -875072.562500 Penalty: 3151.850098
	Iteration 37Q: 3 clusters Score -875072.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -875072.875000 Penalty: 3151.850098
	Iteration 38Q: 3 clusters Score -875072.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -875072.875000 Penalty: 3151.850098
	Iteration 39F: 3 clusters Score -875072.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Entering Unmasked Estep 
Score: -486589.750000 Penalty: 1495.784180
	Iteration 0F: 2 clusters Score -486589.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -479565.812500 Penalty: 2991.568359
	Iteration 0F: 3 clusters Score -479565.8 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -482638.875000 Penalty: 2991.568359
	Iteration 1F: 3 clusters Score -482638.9 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -483625.093750 Penalty: 2991.568359
	Iteration 2F: 3 clusters Score -483625.1 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -484677.250000 Penalty: 2991.568359
	Iteration 3F: 3 clusters Score -484677.2 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -485571.843750 Penalty: 2991.568359
	Iteration 4F: 3 clusters Score -485571.8 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -486143.968750 Penalty: 2991.568359
	Iteration 5F: 3 clusters Score -486144 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -486409.031250 Penalty: 2991.568359
	Iteration 6Q: 3 clusters Score -486409 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -486535.531250 Penalty: 2991.568359
	Iteration 7Q: 3 clusters Score -486535.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -486603.281250 Penalty: 2991.568359
	Iteration 8Q: 3 clusters Score -486603.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -486642.687500 Penalty: 2991.568359
	Iteration 9Q: 3 clusters Score -486642.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -486680.125000 Penalty: 2991.568359
	Iteration 10Q: 3 clusters Score -486680.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -486719.875000 Penalty: 2991.568359
	Iteration 11Q: 3 clusters Score -486719.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -486753.000000 Penalty: 2991.568359
	Iteration 12Q: 3 clusters Score -486753 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -486775.406250 Penalty: 2991.568359
	Iteration 13Q: 3 clusters Score -486775.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -486788.843750 Penalty: 2991.568359
	Iteration 14Q: 3 clusters Score -486788.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -486798.312500 Penalty: 2991.568359
	Iteration 15Q: 3 clusters Score -486798.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -486803.656250 Penalty: 2991.568359
	Iteration 16Q: 3 clusters Score -486803.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -486808.093750 Penalty: 2991.568359
	Iteration 17Q: 3 clusters Score -486808.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -486815.875000 Penalty: 2991.568359
	Iteration 18Q: 3 clusters Score -486815.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -486820.625000 Penalty: 2991.568359
	Iteration 19Q: 3 clusters Score -486820.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -486822.687500 Penalty: 2991.568359
	Iteration 20F: 3 clusters Score -486822.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -486826.000000 Penalty: 2991.568359
	Iteration 21Q: 3 clusters Score -486826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -486829.750000 Penalty: 2991.568359
	Iteration 22Q: 3 clusters Score -486829.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -486832.312500 Penalty: 2991.568359
	Iteration 23Q: 3 clusters Score -486832.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -486835.968750 Penalty: 2991.568359
	Iteration 24Q: 3 clusters Score -486836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -486837.812500 Penalty: 2991.568359
	Iteration 25Q: 3 clusters Score -486837.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -486838.906250 Penalty: 2991.568359
	Iteration 26Q: 3 clusters Score -486838.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -486840.656250 Penalty: 2991.568359
	Iteration 27Q: 3 clusters Score -486840.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -486841.968750 Penalty: 2991.568359
	Iteration 28Q: 3 clusters Score -486842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -486842.531250 Penalty: 2991.568359
	Iteration 29Q: 3 clusters Score -486842.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -486842.812500 Penalty: 2991.568359
	Iteration 30Q: 3 clusters Score -486842.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -486843.468750 Penalty: 2991.568359
	Iteration 31Q: 3 clusters Score -486843.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -486843.468750 Penalty: 2991.568359
	Iteration 32F: 3 clusters Score -486843.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 8632 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 10129 members 
Mstep: Class 5 contains 3953 members 
Mstep: Class 6 contains 4226 members 
Mstep: Class 7 contains 2134 members 
Mstep: Class 8 contains 4263 members 
Mstep: Class 9 contains 9794 members 
Mstep: Class 11 contains 13500 members 
Mstep: Class 12 contains 29173 members 
Mstep: Class 13 contains 40713 members 
Mstep: Class 14 contains 156633 members 
Mstep: Class 15 contains 11775 members 
Mstep: Class 16 contains 2094 members 
Mstep: Class 19 contains 2275 members 
Mstep: Class 20 contains 145796 members 
Entering Unmasked Estep 
Score: -23145848.000000 Penalty: 36036.289062
Splitting cluster 3 changes total score from -23146196.000000 to -23145848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (10129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Entering Unmasked Estep 
Score: -545408.750000 Penalty: 1498.763184
	Iteration 0F: 2 clusters Score -545408.8 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 5043 members 
Entering Unmasked Estep 
Score: -538202.750000 Penalty: 2997.526367
	Iteration 0F: 3 clusters Score -538202.8 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -540493.937500 Penalty: 2997.526367
	Iteration 1F: 3 clusters Score -540493.9 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -540756.500000 Penalty: 2997.526367
	Iteration 2F: 3 clusters Score -540756.5 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -540994.937500 Penalty: 2997.526367
	Iteration 3F: 3 clusters Score -540994.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -541271.125000 Penalty: 2997.526367
	Iteration 4Q: 3 clusters Score -541271.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -541563.250000 Penalty: 2997.526367
	Iteration 5F: 3 clusters Score -541563.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -541914.062500 Penalty: 2997.526367
	Iteration 6F: 3 clusters Score -541914.1 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -542353.562500 Penalty: 2997.526367
	Iteration 7F: 3 clusters Score -542353.6 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -542856.000000 Penalty: 2997.526367
	Iteration 8F: 3 clusters Score -542856 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -543350.562500 Penalty: 2997.526367
	Iteration 9F: 3 clusters Score -543350.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -543681.687500 Penalty: 2997.526367
	Iteration 10Q: 3 clusters Score -543681.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -543829.562500 Penalty: 2997.526367
	Iteration 11Q: 3 clusters Score -543829.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -543897.000000 Penalty: 2997.526367
	Iteration 12Q: 3 clusters Score -543897 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -543934.625000 Penalty: 2997.526367
	Iteration 13Q: 3 clusters Score -543934.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -543962.625000 Penalty: 2997.526367
	Iteration 14Q: 3 clusters Score -543962.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -543986.062500 Penalty: 2997.526367
	Iteration 15Q: 3 clusters Score -543986.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -544003.000000 Penalty: 2997.526367
	Iteration 16Q: 3 clusters Score -544003 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -544013.125000 Penalty: 2997.526367
	Iteration 17Q: 3 clusters Score -544013.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -544023.187500 Penalty: 2997.526367
	Iteration 18Q: 3 clusters Score -544023.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -544032.625000 Penalty: 2997.526367
	Iteration 19Q: 3 clusters Score -544032.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -544036.000000 Penalty: 2997.526367
	Iteration 20F: 3 clusters Score -544036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -544039.312500 Penalty: 2997.526367
	Iteration 21Q: 3 clusters Score -544039.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -544043.500000 Penalty: 2997.526367
	Iteration 22Q: 3 clusters Score -544043.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -544045.125000 Penalty: 2997.526367
	Iteration 23Q: 3 clusters Score -544045.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -544048.875000 Penalty: 2997.526367
	Iteration 24Q: 3 clusters Score -544048.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -544052.187500 Penalty: 2997.526367
	Iteration 25Q: 3 clusters Score -544052.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -544054.437500 Penalty: 2997.526367
	Iteration 26Q: 3 clusters Score -544054.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -544057.312500 Penalty: 2997.526367
	Iteration 27Q: 3 clusters Score -544057.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -544064.562500 Penalty: 2997.526367
	Iteration 28Q: 3 clusters Score -544064.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -544068.375000 Penalty: 2997.526367
	Iteration 29Q: 3 clusters Score -544068.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -544069.750000 Penalty: 2997.526367
	Iteration 30Q: 3 clusters Score -544069.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -544073.000000 Penalty: 2997.526367
	Iteration 31Q: 3 clusters Score -544073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -544074.062500 Penalty: 2997.526367
	Iteration 32Q: 3 clusters Score -544074.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -544075.437500 Penalty: 2997.526367
	Iteration 33Q: 3 clusters Score -544075.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -544076.437500 Penalty: 2997.526367
	Iteration 34Q: 3 clusters Score -544076.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -544077.187500 Penalty: 2997.526367
	Iteration 35Q: 3 clusters Score -544077.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -544078.812500 Penalty: 2997.526367
	Iteration 36Q: 3 clusters Score -544078.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -544079.687500 Penalty: 2997.526367
	Iteration 37Q: 3 clusters Score -544079.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -544079.562500 Penalty: 2997.526367
	Iteration 38Q: 3 clusters Score -544079.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -544078.687500 Penalty: 2997.526367
	Iteration 39Q: 3 clusters Score -544078.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -544078.687500 Penalty: 2997.526367
	Iteration 40F: 3 clusters Score -544078.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Entering Unmasked Estep 
Score: -204325.515625 Penalty: 1345.862427
	Iteration 0F: 2 clusters Score -204325.5 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 1999 members 
Entering Unmasked Estep 
Score: -200986.796875 Penalty: 2691.724854
	Iteration 0F: 3 clusters Score -200986.8 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -201809.546875 Penalty: 2691.724854
	Iteration 1F: 3 clusters Score -201809.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -201975.171875 Penalty: 2691.724854
	Iteration 2F: 3 clusters Score -201975.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -202075.781250 Penalty: 2691.724854
	Iteration 3F: 3 clusters Score -202075.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -202168.468750 Penalty: 2691.724854
	Iteration 4Q: 3 clusters Score -202168.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -202244.843750 Penalty: 2691.724854
	Iteration 5Q: 3 clusters Score -202244.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -202308.593750 Penalty: 2691.724854
	Iteration 6Q: 3 clusters Score -202308.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -202365.609375 Penalty: 2691.724854
	Iteration 7Q: 3 clusters Score -202365.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -202419.984375 Penalty: 2691.724854
	Iteration 8Q: 3 clusters Score -202420 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -202479.500000 Penalty: 2691.724854
	Iteration 9Q: 3 clusters Score -202479.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -202544.187500 Penalty: 2691.724854
	Iteration 10Q: 3 clusters Score -202544.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -202605.734375 Penalty: 2691.724854
	Iteration 11Q: 3 clusters Score -202605.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -202674.734375 Penalty: 2691.724854
	Iteration 12Q: 3 clusters Score -202674.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -202747.359375 Penalty: 2691.724854
	Iteration 13Q: 3 clusters Score -202747.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -202813.078125 Penalty: 2691.724854
	Iteration 14Q: 3 clusters Score -202813.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -202865.343750 Penalty: 2691.724854
	Iteration 15Q: 3 clusters Score -202865.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -202904.921875 Penalty: 2691.724854
	Iteration 16Q: 3 clusters Score -202904.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -202945.937500 Penalty: 2691.724854
	Iteration 17Q: 3 clusters Score -202945.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -202977.781250 Penalty: 2691.724854
	Iteration 18Q: 3 clusters Score -202977.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -203011.937500 Penalty: 2691.724854
	Iteration 19Q: 3 clusters Score -203011.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -203039.921875 Penalty: 2691.724854
	Iteration 20F: 3 clusters Score -203039.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -203067.359375 Penalty: 2691.724854
	Iteration 21Q: 3 clusters Score -203067.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -203090.937500 Penalty: 2691.724854
	Iteration 22Q: 3 clusters Score -203090.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -203111.906250 Penalty: 2691.724854
	Iteration 23Q: 3 clusters Score -203111.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -203130.828125 Penalty: 2691.724854
	Iteration 24Q: 3 clusters Score -203130.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -203139.968750 Penalty: 2691.724854
	Iteration 25Q: 3 clusters Score -203140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -203147.515625 Penalty: 2691.724854
	Iteration 26Q: 3 clusters Score -203147.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -203158.906250 Penalty: 2691.724854
	Iteration 27Q: 3 clusters Score -203158.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -203166.734375 Penalty: 2691.724854
	Iteration 28Q: 3 clusters Score -203166.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -203171.687500 Penalty: 2691.724854
	Iteration 29Q: 3 clusters Score -203171.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -203174.234375 Penalty: 2691.724854
	Iteration 30Q: 3 clusters Score -203174.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -203175.890625 Penalty: 2691.724854
	Iteration 31Q: 3 clusters Score -203175.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -203179.406250 Penalty: 2691.724854
	Iteration 32Q: 3 clusters Score -203179.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -203180.531250 Penalty: 2691.724854
	Iteration 33Q: 3 clusters Score -203180.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -203181.812500 Penalty: 2691.724854
	Iteration 34Q: 3 clusters Score -203181.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -203182.843750 Penalty: 2691.724854
	Iteration 35Q: 3 clusters Score -203182.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -203183.781250 Penalty: 2691.724854
	Iteration 36Q: 3 clusters Score -203183.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -203184.328125 Penalty: 2691.724854
	Iteration 37Q: 3 clusters Score -203184.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -203185.187500 Penalty: 2691.724854
	Iteration 38Q: 3 clusters Score -203185.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -203187.171875 Penalty: 2691.724854
	Iteration 39Q: 3 clusters Score -203187.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -203188.296875 Penalty: 2691.724854
	Iteration 40F: 3 clusters Score -203188.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -203189.578125 Penalty: 2691.724854
	Iteration 41Q: 3 clusters Score -203189.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -203191.093750 Penalty: 2691.724854
	Iteration 42Q: 3 clusters Score -203191.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -203191.093750 Penalty: 2691.724854
	Iteration 43F: 3 clusters Score -203191.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Entering Unmasked Estep 
Score: -226095.781250 Penalty: 1356.714355
	Iteration 0F: 2 clusters Score -226095.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -222604.375000 Penalty: 2713.428711
	Iteration 0F: 3 clusters Score -222604.4 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -223555.953125 Penalty: 2713.428711
	Iteration 1F: 3 clusters Score -223556 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -223735.125000 Penalty: 2713.428711
	Iteration 2F: 3 clusters Score -223735.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -223845.015625 Penalty: 2713.428711
	Iteration 3F: 3 clusters Score -223845 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -223917.640625 Penalty: 2713.428711
	Iteration 4Q: 3 clusters Score -223917.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -223984.578125 Penalty: 2713.428711
	Iteration 5Q: 3 clusters Score -223984.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -224052.343750 Penalty: 2713.428711
	Iteration 6Q: 3 clusters Score -224052.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -224102.281250 Penalty: 2713.428711
	Iteration 7Q: 3 clusters Score -224102.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -224152.875000 Penalty: 2713.428711
	Iteration 8Q: 3 clusters Score -224152.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -224199.125000 Penalty: 2713.428711
	Iteration 9Q: 3 clusters Score -224199.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -224251.953125 Penalty: 2713.428711
	Iteration 10Q: 3 clusters Score -224252 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -224308.375000 Penalty: 2713.428711
	Iteration 11Q: 3 clusters Score -224308.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -224368.062500 Penalty: 2713.428711
	Iteration 12Q: 3 clusters Score -224368.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -224427.015625 Penalty: 2713.428711
	Iteration 13Q: 3 clusters Score -224427 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -224493.203125 Penalty: 2713.428711
	Iteration 14Q: 3 clusters Score -224493.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -224545.671875 Penalty: 2713.428711
	Iteration 15Q: 3 clusters Score -224545.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -224606.406250 Penalty: 2713.428711
	Iteration 16Q: 3 clusters Score -224606.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -224652.593750 Penalty: 2713.428711
	Iteration 17Q: 3 clusters Score -224652.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -224691.171875 Penalty: 2713.428711
	Iteration 18Q: 3 clusters Score -224691.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -224721.781250 Penalty: 2713.428711
	Iteration 19Q: 3 clusters Score -224721.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -224745.562500 Penalty: 2713.428711
	Iteration 20F: 3 clusters Score -224745.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -224770.593750 Penalty: 2713.428711
	Iteration 21Q: 3 clusters Score -224770.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -224792.156250 Penalty: 2713.428711
	Iteration 22Q: 3 clusters Score -224792.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -224810.203125 Penalty: 2713.428711
	Iteration 23Q: 3 clusters Score -224810.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -224822.140625 Penalty: 2713.428711
	Iteration 24Q: 3 clusters Score -224822.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -224832.390625 Penalty: 2713.428711
	Iteration 25Q: 3 clusters Score -224832.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -224836.875000 Penalty: 2713.428711
	Iteration 26Q: 3 clusters Score -224836.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -224840.218750 Penalty: 2713.428711
	Iteration 27Q: 3 clusters Score -224840.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -224842.828125 Penalty: 2713.428711
	Iteration 28Q: 3 clusters Score -224842.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -224845.156250 Penalty: 2713.428711
	Iteration 29Q: 3 clusters Score -224845.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -224847.984375 Penalty: 2713.428711
	Iteration 30Q: 3 clusters Score -224848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -224851.703125 Penalty: 2713.428711
	Iteration 31Q: 3 clusters Score -224851.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -224854.203125 Penalty: 2713.428711
	Iteration 32Q: 3 clusters Score -224854.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -224856.796875 Penalty: 2713.428711
	Iteration 33Q: 3 clusters Score -224856.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -224861.046875 Penalty: 2713.428711
	Iteration 34Q: 3 clusters Score -224861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -224862.500000 Penalty: 2713.428711
	Iteration 35Q: 3 clusters Score -224862.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -224868.046875 Penalty: 2713.428711
	Iteration 36Q: 3 clusters Score -224868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -224872.640625 Penalty: 2713.428711
	Iteration 37Q: 3 clusters Score -224872.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -224876.078125 Penalty: 2713.428711
	Iteration 38Q: 3 clusters Score -224876.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -224879.843750 Penalty: 2713.428711
	Iteration 39Q: 3 clusters Score -224879.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -224882.531250 Penalty: 2713.428711
	Iteration 40F: 3 clusters Score -224882.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -224884.921875 Penalty: 2713.428711
	Iteration 41Q: 3 clusters Score -224884.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -224886.406250 Penalty: 2713.428711
	Iteration 42Q: 3 clusters Score -224886.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -224886.406250 Penalty: 2713.428711
	Iteration 43F: 3 clusters Score -224886.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Entering Unmasked Estep 
Score: -99751.046875 Penalty: 1245.684937
	Iteration 0F: 2 clusters Score -99751.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -97531.273438 Penalty: 2491.369873
	Iteration 0F: 3 clusters Score -97531.27 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -98006.710938 Penalty: 2491.369873
	Iteration 1F: 3 clusters Score -98006.71 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -98131.507812 Penalty: 2491.369873
	Iteration 2F: 3 clusters Score -98131.51 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -98217.398438 Penalty: 2491.369873
	Iteration 3F: 3 clusters Score -98217.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -98277.492188 Penalty: 2491.369873
	Iteration 4Q: 3 clusters Score -98277.49 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -98336.015625 Penalty: 2491.369873
	Iteration 5Q: 3 clusters Score -98336.02 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -98404.085938 Penalty: 2491.369873
	Iteration 6Q: 3 clusters Score -98404.09 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -98481.078125 Penalty: 2491.369873
	Iteration 7Q: 3 clusters Score -98481.08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -98530.632812 Penalty: 2491.369873
	Iteration 8Q: 3 clusters Score -98530.63 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -98575.804688 Penalty: 2491.369873
	Iteration 9Q: 3 clusters Score -98575.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -98618.289062 Penalty: 2491.369873
	Iteration 10Q: 3 clusters Score -98618.29 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -98649.578125 Penalty: 2491.369873
	Iteration 11Q: 3 clusters Score -98649.58 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -98676.359375 Penalty: 2491.369873
	Iteration 12Q: 3 clusters Score -98676.36 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -98697.695312 Penalty: 2491.369873
	Iteration 13Q: 3 clusters Score -98697.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -98719.242188 Penalty: 2491.369873
	Iteration 14Q: 3 clusters Score -98719.24 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -98742.328125 Penalty: 2491.369873
	Iteration 15Q: 3 clusters Score -98742.33 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -98764.960938 Penalty: 2491.369873
	Iteration 16Q: 3 clusters Score -98764.96 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -98787.328125 Penalty: 2491.369873
	Iteration 17Q: 3 clusters Score -98787.33 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -98814.062500 Penalty: 2491.369873
	Iteration 18Q: 3 clusters Score -98814.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -98832.945312 Penalty: 2491.369873
	Iteration 19Q: 3 clusters Score -98832.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -98861.335938 Penalty: 2491.369873
	Iteration 20F: 3 clusters Score -98861.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -98881.992188 Penalty: 2491.369873
	Iteration 21Q: 3 clusters Score -98881.99 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -98906.445312 Penalty: 2491.369873
	Iteration 22Q: 3 clusters Score -98906.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -98923.648438 Penalty: 2491.369873
	Iteration 23Q: 3 clusters Score -98923.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -98932.593750 Penalty: 2491.369873
	Iteration 24Q: 3 clusters Score -98932.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -98938.796875 Penalty: 2491.369873
	Iteration 25Q: 3 clusters Score -98938.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -98947.468750 Penalty: 2491.369873
	Iteration 26Q: 3 clusters Score -98947.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -98955.984375 Penalty: 2491.369873
	Iteration 27Q: 3 clusters Score -98955.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -98961.429688 Penalty: 2491.369873
	Iteration 28Q: 3 clusters Score -98961.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -98966.164062 Penalty: 2491.369873
	Iteration 29Q: 3 clusters Score -98966.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -98970.828125 Penalty: 2491.369873
	Iteration 30Q: 3 clusters Score -98970.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -98975.046875 Penalty: 2491.369873
	Iteration 31Q: 3 clusters Score -98975.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -98977.445312 Penalty: 2491.369873
	Iteration 32Q: 3 clusters Score -98977.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -98979.289062 Penalty: 2491.369873
	Iteration 33Q: 3 clusters Score -98979.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -98979.289062 Penalty: 2491.369873
	Iteration 34F: 3 clusters Score -98979.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Entering Unmasked Estep 
Score: -217417.656250 Penalty: 1358.130859
	Iteration 0F: 2 clusters Score -217417.7 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 2114 members 
Entering Unmasked Estep 
Score: -213937.250000 Penalty: 2716.261719
	Iteration 0F: 3 clusters Score -213937.2 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -214840.593750 Penalty: 2716.261719
	Iteration 1F: 3 clusters Score -214840.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -215034.546875 Penalty: 2716.261719
	Iteration 2F: 3 clusters Score -215034.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -215164.359375 Penalty: 2716.261719
	Iteration 3F: 3 clusters Score -215164.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -215261.156250 Penalty: 2716.261719
	Iteration 4Q: 3 clusters Score -215261.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -215337.000000 Penalty: 2716.261719
	Iteration 5Q: 3 clusters Score -215337 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -215424.531250 Penalty: 2716.261719
	Iteration 6Q: 3 clusters Score -215424.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -215527.046875 Penalty: 2716.261719
	Iteration 7Q: 3 clusters Score -215527 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -215621.343750 Penalty: 2716.261719
	Iteration 8Q: 3 clusters Score -215621.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -215705.281250 Penalty: 2716.261719
	Iteration 9Q: 3 clusters Score -215705.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -215786.812500 Penalty: 2716.261719
	Iteration 10Q: 3 clusters Score -215786.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -215869.703125 Penalty: 2716.261719
	Iteration 11Q: 3 clusters Score -215869.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -215957.828125 Penalty: 2716.261719
	Iteration 12Q: 3 clusters Score -215957.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -216052.531250 Penalty: 2716.261719
	Iteration 13Q: 3 clusters Score -216052.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -216176.718750 Penalty: 2716.261719
	Iteration 14Q: 3 clusters Score -216176.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -216322.187500 Penalty: 2716.261719
	Iteration 15Q: 3 clusters Score -216322.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -216474.968750 Penalty: 2716.261719
	Iteration 16Q: 3 clusters Score -216475 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -216597.156250 Penalty: 2716.261719
	Iteration 17Q: 3 clusters Score -216597.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -216722.406250 Penalty: 2716.261719
	Iteration 18Q: 3 clusters Score -216722.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -216817.875000 Penalty: 2716.261719
	Iteration 19Q: 3 clusters Score -216817.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -216890.234375 Penalty: 2716.261719
	Iteration 20F: 3 clusters Score -216890.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -216941.187500 Penalty: 2716.261719
	Iteration 21Q: 3 clusters Score -216941.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -216966.406250 Penalty: 2716.261719
	Iteration 22Q: 3 clusters Score -216966.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -216974.218750 Penalty: 2716.261719
	Iteration 23Q: 3 clusters Score -216974.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -216978.031250 Penalty: 2716.261719
	Iteration 24Q: 3 clusters Score -216978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -216983.406250 Penalty: 2716.261719
	Iteration 25Q: 3 clusters Score -216983.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -216985.921875 Penalty: 2716.261719
	Iteration 26Q: 3 clusters Score -216985.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -216987.875000 Penalty: 2716.261719
	Iteration 27Q: 3 clusters Score -216987.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -216988.937500 Penalty: 2716.261719
	Iteration 28Q: 3 clusters Score -216988.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -216989.250000 Penalty: 2716.261719
	Iteration 29Q: 3 clusters Score -216989.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -216989.250000 Penalty: 2716.261719
	Iteration 30F: 3 clusters Score -216989.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Entering Unmasked Estep 
Score: -511977.562500 Penalty: 1493.297852
	Iteration 0F: 2 clusters Score -511977.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -504998.812500 Penalty: 2986.595703
	Iteration 0F: 3 clusters Score -504998.8 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -507402.750000 Penalty: 2986.595703
	Iteration 1F: 3 clusters Score -507402.8 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -507756.531250 Penalty: 2986.595703
	Iteration 2F: 3 clusters Score -507756.5 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -508070.593750 Penalty: 2986.595703
	Iteration 3F: 3 clusters Score -508070.6 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -508417.062500 Penalty: 2986.595703
	Iteration 4F: 3 clusters Score -508417.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -508756.093750 Penalty: 2986.595703
	Iteration 5F: 3 clusters Score -508756.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -509101.093750 Penalty: 2986.595703
	Iteration 6F: 3 clusters Score -509101.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -509424.937500 Penalty: 2986.595703
	Iteration 7F: 3 clusters Score -509424.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -509685.343750 Penalty: 2986.595703
	Iteration 8Q: 3 clusters Score -509685.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -509862.468750 Penalty: 2986.595703
	Iteration 9Q: 3 clusters Score -509862.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -510022.687500 Penalty: 2986.595703
	Iteration 10Q: 3 clusters Score -510022.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -510151.718750 Penalty: 2986.595703
	Iteration 11Q: 3 clusters Score -510151.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -510235.250000 Penalty: 2986.595703
	Iteration 12Q: 3 clusters Score -510235.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -510289.562500 Penalty: 2986.595703
	Iteration 13Q: 3 clusters Score -510289.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -510337.218750 Penalty: 2986.595703
	Iteration 14Q: 3 clusters Score -510337.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -510384.781250 Penalty: 2986.595703
	Iteration 15Q: 3 clusters Score -510384.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -510423.968750 Penalty: 2986.595703
	Iteration 16Q: 3 clusters Score -510424 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -510457.343750 Penalty: 2986.595703
	Iteration 17Q: 3 clusters Score -510457.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -510484.000000 Penalty: 2986.595703
	Iteration 18Q: 3 clusters Score -510484 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -510511.125000 Penalty: 2986.595703
	Iteration 19Q: 3 clusters Score -510511.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -510534.656250 Penalty: 2986.595703
	Iteration 20F: 3 clusters Score -510534.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -510558.218750 Penalty: 2986.595703
	Iteration 21Q: 3 clusters Score -510558.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -510580.187500 Penalty: 2986.595703
	Iteration 22Q: 3 clusters Score -510580.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -510596.000000 Penalty: 2986.595703
	Iteration 23Q: 3 clusters Score -510596 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -510612.187500 Penalty: 2986.595703
	Iteration 24Q: 3 clusters Score -510612.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -510619.281250 Penalty: 2986.595703
	Iteration 25Q: 3 clusters Score -510619.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -510627.937500 Penalty: 2986.595703
	Iteration 26Q: 3 clusters Score -510627.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -510631.031250 Penalty: 2986.595703
	Iteration 27Q: 3 clusters Score -510631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -510637.875000 Penalty: 2986.595703
	Iteration 28Q: 3 clusters Score -510637.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -510643.718750 Penalty: 2986.595703
	Iteration 29Q: 3 clusters Score -510643.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -510648.906250 Penalty: 2986.595703
	Iteration 30Q: 3 clusters Score -510648.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -510653.312500 Penalty: 2986.595703
	Iteration 31Q: 3 clusters Score -510653.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -510658.875000 Penalty: 2986.595703
	Iteration 32Q: 3 clusters Score -510658.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -510666.937500 Penalty: 2986.595703
	Iteration 33Q: 3 clusters Score -510666.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -510673.750000 Penalty: 2986.595703
	Iteration 34Q: 3 clusters Score -510673.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -510681.187500 Penalty: 2986.595703
	Iteration 35Q: 3 clusters Score -510681.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -510685.937500 Penalty: 2986.595703
	Iteration 36Q: 3 clusters Score -510685.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -510693.093750 Penalty: 2986.595703
	Iteration 37Q: 3 clusters Score -510693.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -510698.281250 Penalty: 2986.595703
	Iteration 38Q: 3 clusters Score -510698.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -510705.750000 Penalty: 2986.595703
	Iteration 39Q: 3 clusters Score -510705.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -510716.062500 Penalty: 2986.595703
	Iteration 40F: 3 clusters Score -510716.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -510725.468750 Penalty: 2986.595703
	Iteration 41Q: 3 clusters Score -510725.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -510734.406250 Penalty: 2986.595703
	Iteration 42Q: 3 clusters Score -510734.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -510740.125000 Penalty: 2986.595703
	Iteration 43Q: 3 clusters Score -510740.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -510746.531250 Penalty: 2986.595703
	Iteration 44Q: 3 clusters Score -510746.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -510750.093750 Penalty: 2986.595703
	Iteration 45Q: 3 clusters Score -510750.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -510757.531250 Penalty: 2986.595703
	Iteration 46Q: 3 clusters Score -510757.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -510762.312500 Penalty: 2986.595703
	Iteration 47Q: 3 clusters Score -510762.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -510766.906250 Penalty: 2986.595703
	Iteration 48Q: 3 clusters Score -510766.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -510769.312500 Penalty: 2986.595703
	Iteration 49Q: 3 clusters Score -510769.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -510771.718750 Penalty: 2986.595703
	Iteration 50Q: 3 clusters Score -510771.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -510776.625000 Penalty: 2986.595703
	Iteration 51Q: 3 clusters Score -510776.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -510780.625000 Penalty: 2986.595703
	Iteration 52Q: 3 clusters Score -510780.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -510788.156250 Penalty: 2986.595703
	Iteration 53Q: 3 clusters Score -510788.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -510791.750000 Penalty: 2986.595703
	Iteration 54Q: 3 clusters Score -510791.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -510801.375000 Penalty: 2986.595703
	Iteration 55Q: 3 clusters Score -510801.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -510804.625000 Penalty: 2986.595703
	Iteration 56Q: 3 clusters Score -510804.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -510811.625000 Penalty: 2986.595703
	Iteration 57Q: 3 clusters Score -510811.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -510812.906250 Penalty: 2986.595703
	Iteration 58Q: 3 clusters Score -510812.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -510816.687500 Penalty: 2986.595703
	Iteration 59Q: 3 clusters Score -510816.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -510821.343750 Penalty: 2986.595703
	Iteration 60F: 3 clusters Score -510821.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -510823.687500 Penalty: 2986.595703
	Iteration 61Q: 3 clusters Score -510823.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -510825.625000 Penalty: 2986.595703
	Iteration 62Q: 3 clusters Score -510825.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -510827.718750 Penalty: 2986.595703
	Iteration 63Q: 3 clusters Score -510827.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -510828.843750 Penalty: 2986.595703
	Iteration 64Q: 3 clusters Score -510828.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -510829.187500 Penalty: 2986.595703
	Iteration 65Q: 3 clusters Score -510829.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -510830.562500 Penalty: 2986.595703
	Iteration 66Q: 3 clusters Score -510830.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -510831.312500 Penalty: 2986.595703
	Iteration 67Q: 3 clusters Score -510831.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -510831.375000 Penalty: 2986.595703
	Iteration 68Q: 3 clusters Score -510831.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -510832.843750 Penalty: 2986.595703
	Iteration 69Q: 3 clusters Score -510832.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -510833.500000 Penalty: 2986.595703
	Iteration 70Q: 3 clusters Score -510833.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -510833.500000 Penalty: 2986.595703
	Iteration 71F: 3 clusters Score -510833.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Entering Unmasked Estep 
Score: -724809.562500 Penalty: 1545.447266
	Iteration 0F: 2 clusters Score -724809.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -715311.562500 Penalty: 3090.894531
	Iteration 0F: 3 clusters Score -715311.6 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -718418.375000 Penalty: 3090.894531
	Iteration 1F: 3 clusters Score -718418.4 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -718655.875000 Penalty: 3090.894531
	Iteration 2Q: 3 clusters Score -718655.9 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -718851.312500 Penalty: 3090.894531
	Iteration 3Q: 3 clusters Score -718851.3 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -719028.625000 Penalty: 3090.894531
	Iteration 4Q: 3 clusters Score -719028.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -719224.937500 Penalty: 3090.894531
	Iteration 5Q: 3 clusters Score -719224.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -719453.000000 Penalty: 3090.894531
	Iteration 6Q: 3 clusters Score -719453 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -719703.375000 Penalty: 3090.894531
	Iteration 7Q: 3 clusters Score -719703.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -719966.500000 Penalty: 3090.894531
	Iteration 8Q: 3 clusters Score -719966.5 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -720322.812500 Penalty: 3090.894531
	Iteration 9Q: 3 clusters Score -720322.8 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -720817.937500 Penalty: 3090.894531
	Iteration 10F: 3 clusters Score -720817.9 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -721324.437500 Penalty: 3090.894531
	Iteration 11F: 3 clusters Score -721324.4 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -721748.437500 Penalty: 3090.894531
	Iteration 12F: 3 clusters Score -721748.4 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -722029.312500 Penalty: 3090.894531
	Iteration 13Q: 3 clusters Score -722029.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -722186.312500 Penalty: 3090.894531
	Iteration 14Q: 3 clusters Score -722186.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -722289.187500 Penalty: 3090.894531
	Iteration 15Q: 3 clusters Score -722289.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -722371.812500 Penalty: 3090.894531
	Iteration 16Q: 3 clusters Score -722371.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -722443.812500 Penalty: 3090.894531
	Iteration 17Q: 3 clusters Score -722443.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -722504.000000 Penalty: 3090.894531
	Iteration 18Q: 3 clusters Score -722504 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -722554.500000 Penalty: 3090.894531
	Iteration 19Q: 3 clusters Score -722554.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -722597.750000 Penalty: 3090.894531
	Iteration 20F: 3 clusters Score -722597.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -722638.937500 Penalty: 3090.894531
	Iteration 21Q: 3 clusters Score -722638.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -722677.500000 Penalty: 3090.894531
	Iteration 22Q: 3 clusters Score -722677.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -722713.500000 Penalty: 3090.894531
	Iteration 23Q: 3 clusters Score -722713.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -722742.312500 Penalty: 3090.894531
	Iteration 24Q: 3 clusters Score -722742.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -722773.562500 Penalty: 3090.894531
	Iteration 25Q: 3 clusters Score -722773.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -722805.812500 Penalty: 3090.894531
	Iteration 26Q: 3 clusters Score -722805.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -722830.437500 Penalty: 3090.894531
	Iteration 27Q: 3 clusters Score -722830.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -722847.625000 Penalty: 3090.894531
	Iteration 28Q: 3 clusters Score -722847.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -722867.687500 Penalty: 3090.894531
	Iteration 29Q: 3 clusters Score -722867.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -722884.000000 Penalty: 3090.894531
	Iteration 30Q: 3 clusters Score -722884 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -722906.375000 Penalty: 3090.894531
	Iteration 31Q: 3 clusters Score -722906.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -722922.000000 Penalty: 3090.894531
	Iteration 32Q: 3 clusters Score -722922 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -722937.750000 Penalty: 3090.894531
	Iteration 33Q: 3 clusters Score -722937.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -722952.750000 Penalty: 3090.894531
	Iteration 34Q: 3 clusters Score -722952.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -722964.187500 Penalty: 3090.894531
	Iteration 35Q: 3 clusters Score -722964.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -722975.187500 Penalty: 3090.894531
	Iteration 36Q: 3 clusters Score -722975.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -722988.750000 Penalty: 3090.894531
	Iteration 37Q: 3 clusters Score -722988.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -722998.812500 Penalty: 3090.894531
	Iteration 38Q: 3 clusters Score -722998.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -723009.312500 Penalty: 3090.894531
	Iteration 39Q: 3 clusters Score -723009.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -723018.625000 Penalty: 3090.894531
	Iteration 40F: 3 clusters Score -723018.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -723025.125000 Penalty: 3090.894531
	Iteration 41Q: 3 clusters Score -723025.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -723034.500000 Penalty: 3090.894531
	Iteration 42Q: 3 clusters Score -723034.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -723039.000000 Penalty: 3090.894531
	Iteration 43Q: 3 clusters Score -723039 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -723045.875000 Penalty: 3090.894531
	Iteration 44Q: 3 clusters Score -723045.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -723048.250000 Penalty: 3090.894531
	Iteration 45Q: 3 clusters Score -723048.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -723053.375000 Penalty: 3090.894531
	Iteration 46Q: 3 clusters Score -723053.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -723057.750000 Penalty: 3090.894531
	Iteration 47Q: 3 clusters Score -723057.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -723058.625000 Penalty: 3090.894531
	Iteration 48Q: 3 clusters Score -723058.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -723062.625000 Penalty: 3090.894531
	Iteration 49Q: 3 clusters Score -723062.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -723065.812500 Penalty: 3090.894531
	Iteration 50Q: 3 clusters Score -723065.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -723069.312500 Penalty: 3090.894531
	Iteration 51Q: 3 clusters Score -723069.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -723074.437500 Penalty: 3090.894531
	Iteration 52Q: 3 clusters Score -723074.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -723076.687500 Penalty: 3090.894531
	Iteration 53Q: 3 clusters Score -723076.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -723082.062500 Penalty: 3090.894531
	Iteration 54Q: 3 clusters Score -723082.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -723088.312500 Penalty: 3090.894531
	Iteration 55Q: 3 clusters Score -723088.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -723096.062500 Penalty: 3090.894531
	Iteration 56Q: 3 clusters Score -723096.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -723098.375000 Penalty: 3090.894531
	Iteration 57Q: 3 clusters Score -723098.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -723109.375000 Penalty: 3090.894531
	Iteration 58Q: 3 clusters Score -723109.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -723111.312500 Penalty: 3090.894531
	Iteration 59Q: 3 clusters Score -723111.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -723115.937500 Penalty: 3090.894531
	Iteration 60F: 3 clusters Score -723115.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -723121.187500 Penalty: 3090.894531
	Iteration 61Q: 3 clusters Score -723121.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -723128.875000 Penalty: 3090.894531
	Iteration 62Q: 3 clusters Score -723128.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -723129.812500 Penalty: 3090.894531
	Iteration 63Q: 3 clusters Score -723129.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -723134.500000 Penalty: 3090.894531
	Iteration 64Q: 3 clusters Score -723134.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -723140.562500 Penalty: 3090.894531
	Iteration 65Q: 3 clusters Score -723140.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -723146.500000 Penalty: 3090.894531
	Iteration 66Q: 3 clusters Score -723146.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -723151.125000 Penalty: 3090.894531
	Iteration 67Q: 3 clusters Score -723151.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -723154.312500 Penalty: 3090.894531
	Iteration 68Q: 3 clusters Score -723154.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -723158.562500 Penalty: 3090.894531
	Iteration 69Q: 3 clusters Score -723158.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -723164.625000 Penalty: 3090.894531
	Iteration 70Q: 3 clusters Score -723164.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -723168.812500 Penalty: 3090.894531
	Iteration 71Q: 3 clusters Score -723168.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -723172.812500 Penalty: 3090.894531
	Iteration 72Q: 3 clusters Score -723172.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -723174.062500 Penalty: 3090.894531
	Iteration 73Q: 3 clusters Score -723174.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -723177.812500 Penalty: 3090.894531
	Iteration 74Q: 3 clusters Score -723177.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -723179.687500 Penalty: 3090.894531
	Iteration 75Q: 3 clusters Score -723179.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -723182.500000 Penalty: 3090.894531
	Iteration 76Q: 3 clusters Score -723182.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -723182.000000 Penalty: 3090.894531
	Iteration 77Q: 3 clusters Score -723182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -723182.937500 Penalty: 3090.894531
	Iteration 78Q: 3 clusters Score -723182.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -723185.812500 Penalty: 3090.894531
	Iteration 79Q: 3 clusters Score -723185.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -723185.937500 Penalty: 3090.894531
	Iteration 80F: 3 clusters Score -723185.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -723188.000000 Penalty: 3090.894531
	Iteration 81Q: 3 clusters Score -723188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -723188.125000 Penalty: 3090.894531
	Iteration 82Q: 3 clusters Score -723188.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -723189.000000 Penalty: 3090.894531
	Iteration 83Q: 3 clusters Score -723189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -723188.625000 Penalty: 3090.894531
	Iteration 84Q: 3 clusters Score -723188.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -723189.000000 Penalty: 3090.894531
	Iteration 85Q: 3 clusters Score -723189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -723190.875000 Penalty: 3090.894531
	Iteration 86Q: 3 clusters Score -723190.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -723190.937500 Penalty: 3090.894531
	Iteration 87Q: 3 clusters Score -723190.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -723194.250000 Penalty: 3090.894531
	Iteration 88Q: 3 clusters Score -723194.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -723195.562500 Penalty: 3090.894531
	Iteration 89Q: 3 clusters Score -723195.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -723196.750000 Penalty: 3090.894531
	Iteration 90Q: 3 clusters Score -723196.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -723198.812500 Penalty: 3090.894531
	Iteration 91Q: 3 clusters Score -723198.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -723198.187500 Penalty: 3090.894531
	Iteration 92Q: 3 clusters Score -723198.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -723201.375000 Penalty: 3090.894531
	Iteration 93Q: 3 clusters Score -723201.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -723202.000000 Penalty: 3090.894531
	Iteration 94Q: 3 clusters Score -723202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -723206.437500 Penalty: 3090.894531
	Iteration 95Q: 3 clusters Score -723206.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -723206.687500 Penalty: 3090.894531
	Iteration 96Q: 3 clusters Score -723206.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -723207.125000 Penalty: 3090.894531
	Iteration 97Q: 3 clusters Score -723207.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -723204.937500 Penalty: 3090.894531
	Iteration 98Q: 3 clusters Score -723204.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -723207.125000 Penalty: 3090.894531
	Iteration 99Q: 3 clusters Score -723207.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -723207.125000 Penalty: 3090.894531
	Iteration 100F: 3 clusters Score -723207.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -723209.250000 Penalty: 3090.894531
	Iteration 101Q: 3 clusters Score -723209.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -723209.062500 Penalty: 3090.894531
	Iteration 102Q: 3 clusters Score -723209.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -723210.812500 Penalty: 3090.894531
	Iteration 103Q: 3 clusters Score -723210.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -723209.250000 Penalty: 3090.894531
	Iteration 104Q: 3 clusters Score -723209.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -723209.250000 Penalty: 3090.894531
	Iteration 105F: 3 clusters Score -723209.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Entering Unmasked Estep 
Score: -1554213.250000 Penalty: 1670.662354
	Iteration 0F: 2 clusters Score -1554213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -1534601.750000 Penalty: 3341.324707
	Iteration 0F: 3 clusters Score -1534602 nChanged 13297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -1541929.000000 Penalty: 3341.324707
	Iteration 1F: 3 clusters Score -1541929 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1542257.750000 Penalty: 3341.324707
	Iteration 2Q: 3 clusters Score -1542258 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1542607.375000 Penalty: 3341.324707
	Iteration 3Q: 3 clusters Score -1542607 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1542990.250000 Penalty: 3341.324707
	Iteration 4Q: 3 clusters Score -1542990 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1543462.000000 Penalty: 3341.324707
	Iteration 5Q: 3 clusters Score -1543462 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1544065.250000 Penalty: 3341.324707
	Iteration 6Q: 3 clusters Score -1544065 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1544922.375000 Penalty: 3341.324707
	Iteration 7F: 3 clusters Score -1544922 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1546094.500000 Penalty: 3341.324707
	Iteration 8F: 3 clusters Score -1546094 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1547492.750000 Penalty: 3341.324707
	Iteration 9F: 3 clusters Score -1547493 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1548880.875000 Penalty: 3341.324707
	Iteration 10F: 3 clusters Score -1548881 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1549927.000000 Penalty: 3341.324707
	Iteration 11Q: 3 clusters Score -1549927 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1550565.750000 Penalty: 3341.324707
	Iteration 12Q: 3 clusters Score -1550566 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1550927.375000 Penalty: 3341.324707
	Iteration 13Q: 3 clusters Score -1550927 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1551186.750000 Penalty: 3341.324707
	Iteration 14Q: 3 clusters Score -1551187 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1551373.875000 Penalty: 3341.324707
	Iteration 15Q: 3 clusters Score -1551374 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1551525.000000 Penalty: 3341.324707
	Iteration 16Q: 3 clusters Score -1551525 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1551676.000000 Penalty: 3341.324707
	Iteration 17Q: 3 clusters Score -1551676 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1551807.250000 Penalty: 3341.324707
	Iteration 18Q: 3 clusters Score -1551807 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1551916.000000 Penalty: 3341.324707
	Iteration 19Q: 3 clusters Score -1551916 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1551999.000000 Penalty: 3341.324707
	Iteration 20F: 3 clusters Score -1551999 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1552065.750000 Penalty: 3341.324707
	Iteration 21Q: 3 clusters Score -1552066 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1552135.125000 Penalty: 3341.324707
	Iteration 22Q: 3 clusters Score -1552135 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1552203.750000 Penalty: 3341.324707
	Iteration 23Q: 3 clusters Score -1552204 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1552254.625000 Penalty: 3341.324707
	Iteration 24Q: 3 clusters Score -1552255 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1552306.125000 Penalty: 3341.324707
	Iteration 25Q: 3 clusters Score -1552306 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1552347.375000 Penalty: 3341.324707
	Iteration 26Q: 3 clusters Score -1552347 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1552397.500000 Penalty: 3341.324707
	Iteration 27Q: 3 clusters Score -1552398 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1552425.375000 Penalty: 3341.324707
	Iteration 28Q: 3 clusters Score -1552425 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1552448.375000 Penalty: 3341.324707
	Iteration 29Q: 3 clusters Score -1552448 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1552472.000000 Penalty: 3341.324707
	Iteration 30Q: 3 clusters Score -1552472 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1552501.875000 Penalty: 3341.324707
	Iteration 31Q: 3 clusters Score -1552502 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1552533.000000 Penalty: 3341.324707
	Iteration 32Q: 3 clusters Score -1552533 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1552559.750000 Penalty: 3341.324707
	Iteration 33Q: 3 clusters Score -1552560 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1552579.250000 Penalty: 3341.324707
	Iteration 34Q: 3 clusters Score -1552579 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1552600.625000 Penalty: 3341.324707
	Iteration 35Q: 3 clusters Score -1552601 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1552621.500000 Penalty: 3341.324707
	Iteration 36Q: 3 clusters Score -1552622 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1552636.000000 Penalty: 3341.324707
	Iteration 37Q: 3 clusters Score -1552636 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1552654.375000 Penalty: 3341.324707
	Iteration 38Q: 3 clusters Score -1552654 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1552669.000000 Penalty: 3341.324707
	Iteration 39Q: 3 clusters Score -1552669 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1552686.500000 Penalty: 3341.324707
	Iteration 40F: 3 clusters Score -1552686 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1552696.875000 Penalty: 3341.324707
	Iteration 41Q: 3 clusters Score -1552697 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1552711.000000 Penalty: 3341.324707
	Iteration 42Q: 3 clusters Score -1552711 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1552721.875000 Penalty: 3341.324707
	Iteration 43Q: 3 clusters Score -1552722 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1552733.625000 Penalty: 3341.324707
	Iteration 44Q: 3 clusters Score -1552734 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1552741.125000 Penalty: 3341.324707
	Iteration 45Q: 3 clusters Score -1552741 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1552754.875000 Penalty: 3341.324707
	Iteration 46Q: 3 clusters Score -1552755 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1552763.375000 Penalty: 3341.324707
	Iteration 47Q: 3 clusters Score -1552763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1552772.375000 Penalty: 3341.324707
	Iteration 48Q: 3 clusters Score -1552772 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1552780.125000 Penalty: 3341.324707
	Iteration 49Q: 3 clusters Score -1552780 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1552784.875000 Penalty: 3341.324707
	Iteration 50Q: 3 clusters Score -1552785 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1552795.875000 Penalty: 3341.324707
	Iteration 51Q: 3 clusters Score -1552796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1552806.625000 Penalty: 3341.324707
	Iteration 52Q: 3 clusters Score -1552807 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1552817.125000 Penalty: 3341.324707
	Iteration 53Q: 3 clusters Score -1552817 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1552822.750000 Penalty: 3341.324707
	Iteration 54Q: 3 clusters Score -1552823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1552827.375000 Penalty: 3341.324707
	Iteration 55Q: 3 clusters Score -1552827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1552830.250000 Penalty: 3341.324707
	Iteration 56Q: 3 clusters Score -1552830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1552842.875000 Penalty: 3341.324707
	Iteration 57Q: 3 clusters Score -1552843 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1552844.125000 Penalty: 3341.324707
	Iteration 58Q: 3 clusters Score -1552844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1552848.750000 Penalty: 3341.324707
	Iteration 59Q: 3 clusters Score -1552849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1552852.375000 Penalty: 3341.324707
	Iteration 60F: 3 clusters Score -1552852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1552853.250000 Penalty: 3341.324707
	Iteration 61Q: 3 clusters Score -1552853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1552852.750000 Penalty: 3341.324707
	Iteration 62Q: 3 clusters Score -1552853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1552855.750000 Penalty: 3341.324707
	Iteration 63Q: 3 clusters Score -1552856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1552859.750000 Penalty: 3341.324707
	Iteration 64Q: 3 clusters Score -1552860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1552866.750000 Penalty: 3341.324707
	Iteration 65Q: 3 clusters Score -1552867 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1552877.250000 Penalty: 3341.324707
	Iteration 66Q: 3 clusters Score -1552877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1552884.000000 Penalty: 3341.324707
	Iteration 67Q: 3 clusters Score -1552884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1552895.750000 Penalty: 3341.324707
	Iteration 68Q: 3 clusters Score -1552896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1552899.750000 Penalty: 3341.324707
	Iteration 69Q: 3 clusters Score -1552900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1552907.000000 Penalty: 3341.324707
	Iteration 70Q: 3 clusters Score -1552907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1552911.125000 Penalty: 3341.324707
	Iteration 71Q: 3 clusters Score -1552911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1552912.000000 Penalty: 3341.324707
	Iteration 72Q: 3 clusters Score -1552912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1552914.125000 Penalty: 3341.324707
	Iteration 73Q: 3 clusters Score -1552914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1552914.000000 Penalty: 3341.324707
	Iteration 74Q: 3 clusters Score -1552914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1552914.000000 Penalty: 3341.324707
	Iteration 75F: 3 clusters Score -1552914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Entering Unmasked Estep 
Score: -2119206.000000 Penalty: 1724.824219
	Iteration 0F: 2 clusters Score -2119206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -2092108.625000 Penalty: 3449.648438
	Iteration 0F: 3 clusters Score -2092109 nChanged 18919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -2103332.250000 Penalty: 3449.648438
	Iteration 1F: 3 clusters Score -2103332 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -2104534.500000 Penalty: 3449.648438
	Iteration 2F: 3 clusters Score -2104534 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -2105956.750000 Penalty: 3449.648438
	Iteration 3F: 3 clusters Score -2105957 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -2107383.750000 Penalty: 3449.648438
	Iteration 4F: 3 clusters Score -2107384 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -2108666.500000 Penalty: 3449.648438
	Iteration 5F: 3 clusters Score -2108666 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -2109719.000000 Penalty: 3449.648438
	Iteration 6F: 3 clusters Score -2109719 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -2110581.750000 Penalty: 3449.648438
	Iteration 7Q: 3 clusters Score -2110582 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2111315.250000 Penalty: 3449.648438
	Iteration 8Q: 3 clusters Score -2111315 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -2111906.250000 Penalty: 3449.648438
	Iteration 9Q: 3 clusters Score -2111906 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2112398.750000 Penalty: 3449.648438
	Iteration 10Q: 3 clusters Score -2112399 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2112828.500000 Penalty: 3449.648438
	Iteration 11Q: 3 clusters Score -2112828 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2113255.500000 Penalty: 3449.648438
	Iteration 12Q: 3 clusters Score -2113256 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -2113686.750000 Penalty: 3449.648438
	Iteration 13Q: 3 clusters Score -2113687 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -2114142.250000 Penalty: 3449.648438
	Iteration 14Q: 3 clusters Score -2114142 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2114585.250000 Penalty: 3449.648438
	Iteration 15Q: 3 clusters Score -2114585 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2115034.750000 Penalty: 3449.648438
	Iteration 16Q: 3 clusters Score -2115035 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2115493.500000 Penalty: 3449.648438
	Iteration 17Q: 3 clusters Score -2115494 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -2115987.000000 Penalty: 3449.648438
	Iteration 18Q: 3 clusters Score -2115987 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2116502.500000 Penalty: 3449.648438
	Iteration 19Q: 3 clusters Score -2116502 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2116974.000000 Penalty: 3449.648438
	Iteration 20F: 3 clusters Score -2116974 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2117381.500000 Penalty: 3449.648438
	Iteration 21Q: 3 clusters Score -2117382 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2117940.750000 Penalty: 3449.648438
	Iteration 22Q: 3 clusters Score -2117941 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2118888.500000 Penalty: 3449.648438
	Iteration 23Q: 3 clusters Score -2118888 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2119214.000000 Penalty: 3449.648438
	Iteration 24Q: 3 clusters Score -2119214 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2119295.250000 Penalty: 3449.648438
	Iteration 25Q: 3 clusters Score -2119295 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2119315.500000 Penalty: 3449.648438
	Iteration 26Q: 3 clusters Score -2119316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2119324.250000 Penalty: 3449.648438
	Iteration 27Q: 3 clusters Score -2119324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2119330.250000 Penalty: 3449.648438
	Iteration 28Q: 3 clusters Score -2119330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2119327.500000 Penalty: 3449.648438
	Iteration 29Q: 3 clusters Score -2119328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2119325.250000 Penalty: 3449.648438
	Iteration 30Q: 3 clusters Score -2119325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2119327.250000 Penalty: 3449.648438
	Iteration 31Q: 3 clusters Score -2119327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2119327.500000 Penalty: 3449.648438
	Iteration 32Q: 3 clusters Score -2119328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2119327.500000 Penalty: 3449.648438
	Iteration 33F: 3 clusters Score -2119328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 1568 members 
Mstep: Class 3 contains 9945 members 
Mstep: Class 4 contains 10129 members 
Mstep: Class 5 contains 3953 members 
Mstep: Class 6 contains 4226 members 
Mstep: Class 7 contains 2134 members 
Mstep: Class 8 contains 4263 members 
Mstep: Class 9 contains 9794 members 
Mstep: Class 11 contains 13500 members 
Mstep: Class 12 contains 29173 members 
Mstep: Class 13 contains 39145 members 
Mstep: Class 14 contains 156633 members 
Mstep: Class 15 contains 11775 members 
Mstep: Class 16 contains 2094 members 
Mstep: Class 19 contains 2275 members 
Mstep: Class 20 contains 145796 members 
Entering Unmasked Estep 
Score: -23146086.000000 Penalty: 36036.289062
Splitting cluster 13 changes total score from -23146196.000000 to -23146086.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (156633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156633 members 
Entering Unmasked Estep 
Score: -8013494.500000 Penalty: 1943.769775
	Iteration 0F: 2 clusters Score -8013494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77998 members 
Mstep: Class 2 contains 78635 members 
Entering Unmasked Estep 
Score: -7908214.500000 Penalty: 3887.539551
	Iteration 0F: 3 clusters Score -7908214 nChanged 75782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71094 members 
Mstep: Class 2 contains 85539 members 
Entering Unmasked Estep 
Score: -7953678.500000 Penalty: 3887.539551
	Iteration 1F: 3 clusters Score -7953678 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66983 members 
Mstep: Class 2 contains 89650 members 
Entering Unmasked Estep 
Score: -7955345.500000 Penalty: 3887.539551
	Iteration 2Q: 3 clusters Score -7955346 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60693 members 
Mstep: Class 2 contains 95940 members 
Entering Unmasked Estep 
Score: -7958449.000000 Penalty: 3887.539551
	Iteration 3Q: 3 clusters Score -7958449 nChanged 9452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51653 members 
Mstep: Class 2 contains 104980 members 
Entering Unmasked Estep 
Score: -7964136.500000 Penalty: 3887.539551
	Iteration 4F: 3 clusters Score -7964136 nChanged 12157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 117029 members 
Entering Unmasked Estep 
Score: -7973689.000000 Penalty: 3887.539551
	Iteration 5F: 3 clusters Score -7973689 nChanged 13786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 130789 members 
Entering Unmasked Estep 
Score: -7986579.000000 Penalty: 3887.539551
	Iteration 6F: 3 clusters Score -7986579 nChanged 11795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 142576 members 
Entering Unmasked Estep 
Score: -7998280.000000 Penalty: 3887.539551
	Iteration 7F: 3 clusters Score -7998280 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 150257 members 
Entering Unmasked Estep 
Score: -8005980.500000 Penalty: 3887.539551
	Iteration 8Q: 3 clusters Score -8005980 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 154054 members 
Entering Unmasked Estep 
Score: -8009604.500000 Penalty: 3887.539551
	Iteration 9Q: 3 clusters Score -8009604 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 155549 members 
Entering Unmasked Estep 
Score: -8010954.500000 Penalty: 3887.539551
	Iteration 10Q: 3 clusters Score -8010954 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 156084 members 
Entering Unmasked Estep 
Score: -8011463.000000 Penalty: 3887.539551
	Iteration 11Q: 3 clusters Score -8011463 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 156248 members 
Entering Unmasked Estep 
Score: -8011631.000000 Penalty: 3887.539551
	Iteration 12Q: 3 clusters Score -8011631 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 156314 members 
Entering Unmasked Estep 
Score: -8011677.500000 Penalty: 3887.539551
	Iteration 13Q: 3 clusters Score -8011678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 156346 members 
Entering Unmasked Estep 
Score: -8011714.000000 Penalty: 3887.539551
	Iteration 14Q: 3 clusters Score -8011714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 156360 members 
Entering Unmasked Estep 
Score: -8011730.000000 Penalty: 3887.539551
	Iteration 15Q: 3 clusters Score -8011730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 156369 members 
Entering Unmasked Estep 
Score: -8011748.500000 Penalty: 3887.539551
	Iteration 16Q: 3 clusters Score -8011748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 156380 members 
Entering Unmasked Estep 
Score: -8011762.000000 Penalty: 3887.539551
	Iteration 17Q: 3 clusters Score -8011762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 156386 members 
Entering Unmasked Estep 
Score: -8011763.500000 Penalty: 3887.539551
	Iteration 18Q: 3 clusters Score -8011764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 156388 members 
Entering Unmasked Estep 
Score: -8011772.000000 Penalty: 3887.539551
	Iteration 19Q: 3 clusters Score -8011772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 156396 members 
Entering Unmasked Estep 
Score: -8011780.000000 Penalty: 3887.539551
	Iteration 20F: 3 clusters Score -8011780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 156400 members 
Entering Unmasked Estep 
Score: -8011780.500000 Penalty: 3887.539551
	Iteration 21Q: 3 clusters Score -8011780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 156403 members 
Entering Unmasked Estep 
Score: -8011785.000000 Penalty: 3887.539551
	Iteration 22Q: 3 clusters Score -8011785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 156405 members 
Entering Unmasked Estep 
Score: -8011788.500000 Penalty: 3887.539551
	Iteration 23Q: 3 clusters Score -8011788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 156408 members 
Entering Unmasked Estep 
Score: -8011789.500000 Penalty: 3887.539551
	Iteration 24Q: 3 clusters Score -8011790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 156408 members 
Entering Unmasked Estep 
Score: -8011790.500000 Penalty: 3887.539551
	Iteration 25Q: 3 clusters Score -8011790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 156408 members 
Entering Unmasked Estep 
Score: -8011790.500000 Penalty: 3887.539551
	Iteration 26F: 3 clusters Score -8011790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Entering Unmasked Estep 
Score: -642149.187500 Penalty: 1523.231689
	Iteration 0F: 2 clusters Score -642149.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -633878.937500 Penalty: 3046.463379
	Iteration 0F: 3 clusters Score -633878.9 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -636514.562500 Penalty: 3046.463379
	Iteration 1F: 3 clusters Score -636514.6 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -636764.187500 Penalty: 3046.463379
	Iteration 2F: 3 clusters Score -636764.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -636984.000000 Penalty: 3046.463379
	Iteration 3Q: 3 clusters Score -636984 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -637193.062500 Penalty: 3046.463379
	Iteration 4Q: 3 clusters Score -637193.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -637412.750000 Penalty: 3046.463379
	Iteration 5Q: 3 clusters Score -637412.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -637655.750000 Penalty: 3046.463379
	Iteration 6Q: 3 clusters Score -637655.8 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -637950.187500 Penalty: 3046.463379
	Iteration 7Q: 3 clusters Score -637950.2 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -638321.250000 Penalty: 3046.463379
	Iteration 8Q: 3 clusters Score -638321.2 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -638685.812500 Penalty: 3046.463379
	Iteration 9Q: 3 clusters Score -638685.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -639084.750000 Penalty: 3046.463379
	Iteration 10Q: 3 clusters Score -639084.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -639494.625000 Penalty: 3046.463379
	Iteration 11Q: 3 clusters Score -639494.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -639811.562500 Penalty: 3046.463379
	Iteration 12Q: 3 clusters Score -639811.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -640072.562500 Penalty: 3046.463379
	Iteration 13Q: 3 clusters Score -640072.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -640246.187500 Penalty: 3046.463379
	Iteration 14Q: 3 clusters Score -640246.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -640375.000000 Penalty: 3046.463379
	Iteration 15Q: 3 clusters Score -640375 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -640469.125000 Penalty: 3046.463379
	Iteration 16Q: 3 clusters Score -640469.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -640555.625000 Penalty: 3046.463379
	Iteration 17Q: 3 clusters Score -640555.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -640608.437500 Penalty: 3046.463379
	Iteration 18Q: 3 clusters Score -640608.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -640660.875000 Penalty: 3046.463379
	Iteration 19Q: 3 clusters Score -640660.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -640700.437500 Penalty: 3046.463379
	Iteration 20F: 3 clusters Score -640700.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -640717.125000 Penalty: 3046.463379
	Iteration 21Q: 3 clusters Score -640717.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -640730.750000 Penalty: 3046.463379
	Iteration 22Q: 3 clusters Score -640730.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -640744.500000 Penalty: 3046.463379
	Iteration 23Q: 3 clusters Score -640744.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -640753.062500 Penalty: 3046.463379
	Iteration 24Q: 3 clusters Score -640753.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -640763.375000 Penalty: 3046.463379
	Iteration 25Q: 3 clusters Score -640763.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -640769.187500 Penalty: 3046.463379
	Iteration 26Q: 3 clusters Score -640769.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -640774.500000 Penalty: 3046.463379
	Iteration 27Q: 3 clusters Score -640774.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -640777.062500 Penalty: 3046.463379
	Iteration 28Q: 3 clusters Score -640777.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -640779.750000 Penalty: 3046.463379
	Iteration 29Q: 3 clusters Score -640779.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -640785.250000 Penalty: 3046.463379
	Iteration 30Q: 3 clusters Score -640785.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -640787.250000 Penalty: 3046.463379
	Iteration 31Q: 3 clusters Score -640787.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -640786.875000 Penalty: 3046.463379
	Iteration 32Q: 3 clusters Score -640786.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -640787.437500 Penalty: 3046.463379
	Iteration 33Q: 3 clusters Score -640787.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -640787.250000 Penalty: 3046.463379
	Iteration 34Q: 3 clusters Score -640787.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -640787.250000 Penalty: 3046.463379
	Iteration 35F: 3 clusters Score -640787.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Entering Unmasked Estep 
Score: -99133.242188 Penalty: 1242.610107
	Iteration 0F: 2 clusters Score -99133.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -97040.132812 Penalty: 2485.220215
	Iteration 0F: 3 clusters Score -97040.13 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -97530.546875 Penalty: 2485.220215
	Iteration 1F: 3 clusters Score -97530.55 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -97675.273438 Penalty: 2485.220215
	Iteration 2F: 3 clusters Score -97675.27 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -97752.546875 Penalty: 2485.220215
	Iteration 3Q: 3 clusters Score -97752.55 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -97800.460938 Penalty: 2485.220215
	Iteration 4Q: 3 clusters Score -97800.46 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -97846.171875 Penalty: 2485.220215
	Iteration 5Q: 3 clusters Score -97846.17 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -97917.078125 Penalty: 2485.220215
	Iteration 6Q: 3 clusters Score -97917.08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -97977.781250 Penalty: 2485.220215
	Iteration 7Q: 3 clusters Score -97977.78 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -98054.000000 Penalty: 2485.220215
	Iteration 8Q: 3 clusters Score -98054 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -98141.210938 Penalty: 2485.220215
	Iteration 9Q: 3 clusters Score -98141.21 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -98226.351562 Penalty: 2485.220215
	Iteration 10Q: 3 clusters Score -98226.35 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -98319.203125 Penalty: 2485.220215
	Iteration 11Q: 3 clusters Score -98319.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -98388.117188 Penalty: 2485.220215
	Iteration 12Q: 3 clusters Score -98388.12 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -98450.828125 Penalty: 2485.220215
	Iteration 13Q: 3 clusters Score -98450.83 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -98486.046875 Penalty: 2485.220215
	Iteration 14Q: 3 clusters Score -98486.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -98498.898438 Penalty: 2485.220215
	Iteration 15Q: 3 clusters Score -98498.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -98507.070312 Penalty: 2485.220215
	Iteration 16Q: 3 clusters Score -98507.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -98514.945312 Penalty: 2485.220215
	Iteration 17Q: 3 clusters Score -98514.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -98520.437500 Penalty: 2485.220215
	Iteration 18Q: 3 clusters Score -98520.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -98523.445312 Penalty: 2485.220215
	Iteration 19Q: 3 clusters Score -98523.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -98524.281250 Penalty: 2485.220215
	Iteration 20F: 3 clusters Score -98524.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -98524.843750 Penalty: 2485.220215
	Iteration 21Q: 3 clusters Score -98524.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -98525.531250 Penalty: 2485.220215
	Iteration 22Q: 3 clusters Score -98525.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -98526.914062 Penalty: 2485.220215
	Iteration 23Q: 3 clusters Score -98526.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -98527.648438 Penalty: 2485.220215
	Iteration 24Q: 3 clusters Score -98527.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -98527.648438 Penalty: 2485.220215
	Iteration 25F: 3 clusters Score -98527.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Entering Unmasked Estep 
Score: -119814.148438 Penalty: 1256.082031
	Iteration 0F: 2 clusters Score -119814.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -117541.562500 Penalty: 2512.164062
	Iteration 0F: 3 clusters Score -117541.6 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -118002.085938 Penalty: 2512.164062
	Iteration 1F: 3 clusters Score -118002.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -118109.296875 Penalty: 2512.164062
	Iteration 2F: 3 clusters Score -118109.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -118163.437500 Penalty: 2512.164062
	Iteration 3Q: 3 clusters Score -118163.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -118195.437500 Penalty: 2512.164062
	Iteration 4Q: 3 clusters Score -118195.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -118225.445312 Penalty: 2512.164062
	Iteration 5Q: 3 clusters Score -118225.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -118250.453125 Penalty: 2512.164062
	Iteration 6Q: 3 clusters Score -118250.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -118271.171875 Penalty: 2512.164062
	Iteration 7Q: 3 clusters Score -118271.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -118285.718750 Penalty: 2512.164062
	Iteration 8Q: 3 clusters Score -118285.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -118304.039062 Penalty: 2512.164062
	Iteration 9Q: 3 clusters Score -118304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -118315.117188 Penalty: 2512.164062
	Iteration 10Q: 3 clusters Score -118315.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -118323.507812 Penalty: 2512.164062
	Iteration 11Q: 3 clusters Score -118323.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -118326.500000 Penalty: 2512.164062
	Iteration 12Q: 3 clusters Score -118326.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -118330.007812 Penalty: 2512.164062
	Iteration 13Q: 3 clusters Score -118330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -118333.093750 Penalty: 2512.164062
	Iteration 14Q: 3 clusters Score -118333.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -118335.273438 Penalty: 2512.164062
	Iteration 15Q: 3 clusters Score -118335.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -118337.562500 Penalty: 2512.164062
	Iteration 16Q: 3 clusters Score -118337.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -118339.453125 Penalty: 2512.164062
	Iteration 17Q: 3 clusters Score -118339.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -118340.484375 Penalty: 2512.164062
	Iteration 18Q: 3 clusters Score -118340.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -118342.500000 Penalty: 2512.164062
	Iteration 19Q: 3 clusters Score -118342.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -118344.085938 Penalty: 2512.164062
	Iteration 20F: 3 clusters Score -118344.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -118346.164062 Penalty: 2512.164062
	Iteration 21Q: 3 clusters Score -118346.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -118348.539062 Penalty: 2512.164062
	Iteration 22Q: 3 clusters Score -118348.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -118351.101562 Penalty: 2512.164062
	Iteration 23Q: 3 clusters Score -118351.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -118353.445312 Penalty: 2512.164062
	Iteration 24Q: 3 clusters Score -118353.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -118354.023438 Penalty: 2512.164062
	Iteration 25Q: 3 clusters Score -118354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -118355.062500 Penalty: 2512.164062
	Iteration 26Q: 3 clusters Score -118355.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -118358.218750 Penalty: 2512.164062
	Iteration 27Q: 3 clusters Score -118358.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -118361.835938 Penalty: 2512.164062
	Iteration 28Q: 3 clusters Score -118361.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -118365.562500 Penalty: 2512.164062
	Iteration 29Q: 3 clusters Score -118365.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -118369.851562 Penalty: 2512.164062
	Iteration 30Q: 3 clusters Score -118369.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -118373.015625 Penalty: 2512.164062
	Iteration 31Q: 3 clusters Score -118373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -118379.257812 Penalty: 2512.164062
	Iteration 32Q: 3 clusters Score -118379.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -118390.773438 Penalty: 2512.164062
	Iteration 33Q: 3 clusters Score -118390.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -118397.054688 Penalty: 2512.164062
	Iteration 34Q: 3 clusters Score -118397.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -118402.421875 Penalty: 2512.164062
	Iteration 35Q: 3 clusters Score -118402.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -118405.945312 Penalty: 2512.164062
	Iteration 36Q: 3 clusters Score -118405.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -118408.828125 Penalty: 2512.164062
	Iteration 37Q: 3 clusters Score -118408.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -118411.164062 Penalty: 2512.164062
	Iteration 38Q: 3 clusters Score -118411.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -118413.585938 Penalty: 2512.164062
	Iteration 39Q: 3 clusters Score -118413.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -118415.132812 Penalty: 2512.164062
	Iteration 40F: 3 clusters Score -118415.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -118417.164062 Penalty: 2512.164062
	Iteration 41Q: 3 clusters Score -118417.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -118418.398438 Penalty: 2512.164062
	Iteration 42Q: 3 clusters Score -118418.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -118418.398438 Penalty: 2512.164062
	Iteration 43F: 3 clusters Score -118418.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (145796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145796 members 
Entering Unmasked Estep 
Score: -7586457.500000 Penalty: 1932.119141
	Iteration 0F: 2 clusters Score -7586458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72976 members 
Mstep: Class 2 contains 72820 members 
Entering Unmasked Estep 
Score: -7488555.500000 Penalty: 3864.238281
	Iteration 0F: 3 clusters Score -7488556 nChanged 69961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73669 members 
Mstep: Class 2 contains 72127 members 
Entering Unmasked Estep 
Score: -7529572.500000 Penalty: 3864.238281
	Iteration 1F: 3 clusters Score -7529572 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74756 members 
Mstep: Class 2 contains 71040 members 
Entering Unmasked Estep 
Score: -7530945.000000 Penalty: 3864.238281
	Iteration 2Q: 3 clusters Score -7530945 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76384 members 
Mstep: Class 2 contains 69412 members 
Entering Unmasked Estep 
Score: -7532823.000000 Penalty: 3864.238281
	Iteration 3Q: 3 clusters Score -7532823 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78655 members 
Mstep: Class 2 contains 67141 members 
Entering Unmasked Estep 
Score: -7535324.000000 Penalty: 3864.238281
	Iteration 4Q: 3 clusters Score -7535324 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81773 members 
Mstep: Class 2 contains 64023 members 
Entering Unmasked Estep 
Score: -7538995.000000 Penalty: 3864.238281
	Iteration 5Q: 3 clusters Score -7538995 nChanged 8192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85777 members 
Mstep: Class 2 contains 60019 members 
Entering Unmasked Estep 
Score: -7543861.000000 Penalty: 3864.238281
	Iteration 6F: 3 clusters Score -7543861 nChanged 9036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90425 members 
Mstep: Class 2 contains 55371 members 
Entering Unmasked Estep 
Score: -7549873.500000 Penalty: 3864.238281
	Iteration 7F: 3 clusters Score -7549874 nChanged 9151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95096 members 
Mstep: Class 2 contains 50700 members 
Entering Unmasked Estep 
Score: -7556475.000000 Penalty: 3864.238281
	Iteration 8F: 3 clusters Score -7556475 nChanged 8283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99061 members 
Mstep: Class 2 contains 46735 members 
Entering Unmasked Estep 
Score: -7561843.000000 Penalty: 3864.238281
	Iteration 9F: 3 clusters Score -7561843 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102264 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -7565065.000000 Penalty: 3864.238281
	Iteration 10Q: 3 clusters Score -7565065 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105068 members 
Mstep: Class 2 contains 40728 members 
Entering Unmasked Estep 
Score: -7566879.500000 Penalty: 3864.238281
	Iteration 11Q: 3 clusters Score -7566880 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107811 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -7568172.500000 Penalty: 3864.238281
	Iteration 12Q: 3 clusters Score -7568172 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110573 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -7569310.000000 Penalty: 3864.238281
	Iteration 13Q: 3 clusters Score -7569310 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113378 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -7570565.500000 Penalty: 3864.238281
	Iteration 14Q: 3 clusters Score -7570566 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116137 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -7571796.500000 Penalty: 3864.238281
	Iteration 15Q: 3 clusters Score -7571796 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118869 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -7573091.000000 Penalty: 3864.238281
	Iteration 16Q: 3 clusters Score -7573091 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121568 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -7574435.500000 Penalty: 3864.238281
	Iteration 17Q: 3 clusters Score -7574436 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124117 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -7575689.500000 Penalty: 3864.238281
	Iteration 18Q: 3 clusters Score -7575690 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126488 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -7576752.500000 Penalty: 3864.238281
	Iteration 19Q: 3 clusters Score -7576752 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128711 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -7577812.500000 Penalty: 3864.238281
	Iteration 20F: 3 clusters Score -7577812 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130787 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -7578788.500000 Penalty: 3864.238281
	Iteration 21Q: 3 clusters Score -7578788 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132711 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -7579759.500000 Penalty: 3864.238281
	Iteration 22Q: 3 clusters Score -7579760 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134454 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -7580572.500000 Penalty: 3864.238281
	Iteration 23Q: 3 clusters Score -7580572 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136046 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -7581369.500000 Penalty: 3864.238281
	Iteration 24Q: 3 clusters Score -7581370 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137398 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -7581942.500000 Penalty: 3864.238281
	Iteration 25Q: 3 clusters Score -7581942 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138540 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -7582503.000000 Penalty: 3864.238281
	Iteration 26Q: 3 clusters Score -7582503 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139554 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -7582955.500000 Penalty: 3864.238281
	Iteration 27Q: 3 clusters Score -7582956 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140469 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -7583394.500000 Penalty: 3864.238281
	Iteration 28Q: 3 clusters Score -7583394 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141230 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -7583752.000000 Penalty: 3864.238281
	Iteration 29Q: 3 clusters Score -7583752 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141852 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -7584017.500000 Penalty: 3864.238281
	Iteration 30Q: 3 clusters Score -7584018 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142371 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -7584201.000000 Penalty: 3864.238281
	Iteration 31Q: 3 clusters Score -7584201 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142801 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -7584400.500000 Penalty: 3864.238281
	Iteration 32Q: 3 clusters Score -7584400 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143121 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -7584532.500000 Penalty: 3864.238281
	Iteration 33Q: 3 clusters Score -7584532 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143373 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -7584607.000000 Penalty: 3864.238281
	Iteration 34Q: 3 clusters Score -7584607 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143584 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -7584659.500000 Penalty: 3864.238281
	Iteration 35Q: 3 clusters Score -7584660 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143769 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -7584740.500000 Penalty: 3864.238281
	Iteration 36Q: 3 clusters Score -7584740 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143927 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -7584779.000000 Penalty: 3864.238281
	Iteration 37Q: 3 clusters Score -7584779 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144041 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -7584818.000000 Penalty: 3864.238281
	Iteration 38Q: 3 clusters Score -7584818 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144120 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -7584826.000000 Penalty: 3864.238281
	Iteration 39Q: 3 clusters Score -7584826 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144177 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -7584853.000000 Penalty: 3864.238281
	Iteration 40F: 3 clusters Score -7584853 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144234 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -7584872.000000 Penalty: 3864.238281
	Iteration 41Q: 3 clusters Score -7584872 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144288 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -7584886.500000 Penalty: 3864.238281
	Iteration 42Q: 3 clusters Score -7584886 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144336 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -7584909.000000 Penalty: 3864.238281
	Iteration 43Q: 3 clusters Score -7584909 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144374 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -7584918.000000 Penalty: 3864.238281
	Iteration 44Q: 3 clusters Score -7584918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144404 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -7584932.500000 Penalty: 3864.238281
	Iteration 45Q: 3 clusters Score -7584932 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144438 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -7584938.500000 Penalty: 3864.238281
	Iteration 46Q: 3 clusters Score -7584938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144469 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -7584948.000000 Penalty: 3864.238281
	Iteration 47Q: 3 clusters Score -7584948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144497 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7584940.500000 Penalty: 3864.238281
	Iteration 48Q: 3 clusters Score -7584940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144515 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -7584945.500000 Penalty: 3864.238281
	Iteration 49Q: 3 clusters Score -7584946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144524 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -7584948.000000 Penalty: 3864.238281
	Iteration 50Q: 3 clusters Score -7584948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144529 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -7584947.000000 Penalty: 3864.238281
	Iteration 51Q: 3 clusters Score -7584947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144535 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -7584944.000000 Penalty: 3864.238281
	Iteration 52Q: 3 clusters Score -7584944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144542 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -7584949.000000 Penalty: 3864.238281
	Iteration 53Q: 3 clusters Score -7584949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144550 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -7584947.500000 Penalty: 3864.238281
	Iteration 54Q: 3 clusters Score -7584948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144555 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -7584945.000000 Penalty: 3864.238281
	Iteration 55Q: 3 clusters Score -7584945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144557 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -7584945.500000 Penalty: 3864.238281
	Iteration 56Q: 3 clusters Score -7584946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144557 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -7584946.500000 Penalty: 3864.238281
	Iteration 57Q: 3 clusters Score -7584946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144559 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -7584951.500000 Penalty: 3864.238281
	Iteration 58Q: 3 clusters Score -7584952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144561 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -7584948.000000 Penalty: 3864.238281
	Iteration 59Q: 3 clusters Score -7584948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144563 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -7584946.500000 Penalty: 3864.238281
	Iteration 60F: 3 clusters Score -7584946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144568 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -7584948.500000 Penalty: 3864.238281
	Iteration 61Q: 3 clusters Score -7584948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144575 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -7584943.000000 Penalty: 3864.238281
	Iteration 62Q: 3 clusters Score -7584943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144578 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -7584942.000000 Penalty: 3864.238281
	Iteration 63Q: 3 clusters Score -7584942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144581 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -7584942.500000 Penalty: 3864.238281
	Iteration 64Q: 3 clusters Score -7584942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144583 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -7584945.500000 Penalty: 3864.238281
	Iteration 65Q: 3 clusters Score -7584946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144584 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -7584948.000000 Penalty: 3864.238281
	Iteration 66Q: 3 clusters Score -7584948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144584 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -7584948.000000 Penalty: 3864.238281
	Iteration 67F: 3 clusters Score -7584948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 3 contains 9945 members 
Mstep: Class 4 contains 10129 members 
Mstep: Class 5 contains 3953 members 
Mstep: Class 6 contains 4226 members 
Mstep: Class 7 contains 2134 members 
Mstep: Class 8 contains 4263 members 
Mstep: Class 9 contains 9794 members 
Mstep: Class 11 contains 13500 members 
Mstep: Class 12 contains 29173 members 
Mstep: Class 13 contains 40713 members 
Mstep: Class 14 contains 156633 members 
Mstep: Class 15 contains 11775 members 
Mstep: Class 16 contains 2094 members 
Mstep: Class 19 contains 2275 members 
Mstep: Class 20 contains 145796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146258.000000 Penalty: 33916.507812
Iteration 199Q: 17 clusters Score -2.314626e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 3 contains 9946 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 3945 members 
Mstep: Class 6 contains 4216 members 
Mstep: Class 7 contains 2132 members 
Mstep: Class 8 contains 4264 members 
Mstep: Class 9 contains 9685 members 
Mstep: Class 11 contains 13448 members 
Mstep: Class 12 contains 29124 members 
Mstep: Class 13 contains 40674 members 
Mstep: Class 14 contains 157210 members 
Mstep: Class 15 contains 11785 members 
Mstep: Class 16 contains 2091 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 145510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146314.000000 Penalty: 33916.507812
Iteration 200F: 17 clusters Score -2.314631e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 3 contains 9950 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 3943 members 
Mstep: Class 6 contains 4206 members 
Mstep: Class 7 contains 2132 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 9574 members 
Mstep: Class 11 contains 13402 members 
Mstep: Class 12 contains 29069 members 
Mstep: Class 13 contains 40635 members 
Mstep: Class 14 contains 157775 members 
Mstep: Class 15 contains 11783 members 
Mstep: Class 16 contains 2089 members 
Mstep: Class 19 contains 2279 members 
Mstep: Class 20 contains 145232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146436.000000 Penalty: 33916.507812
Iteration 201Q: 17 clusters Score -2.314644e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 3 contains 9957 members 
Mstep: Class 4 contains 10138 members 
Mstep: Class 5 contains 3934 members 
Mstep: Class 6 contains 4199 members 
Mstep: Class 7 contains 2136 members 
Mstep: Class 8 contains 4264 members 
Mstep: Class 9 contains 9481 members 
Mstep: Class 11 contains 13347 members 
Mstep: Class 12 contains 29008 members 
Mstep: Class 13 contains 40596 members 
Mstep: Class 14 contains 158315 members 
Mstep: Class 15 contains 11792 members 
Mstep: Class 16 contains 2093 members 
Mstep: Class 19 contains 2279 members 
Mstep: Class 20 contains 144962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146418.000000 Penalty: 33916.507812
Iteration 202Q: 17 clusters Score -2.314642e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 3 contains 9964 members 
Mstep: Class 4 contains 10139 members 
Mstep: Class 5 contains 3930 members 
Mstep: Class 6 contains 4185 members 
Mstep: Class 7 contains 2137 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 9371 members 
Mstep: Class 11 contains 13294 members 
Mstep: Class 12 contains 28940 members 
Mstep: Class 13 contains 40568 members 
Mstep: Class 14 contains 158869 members 
Mstep: Class 15 contains 11789 members 
Mstep: Class 16 contains 2099 members 
Mstep: Class 19 contains 2279 members 
Mstep: Class 20 contains 144692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146408.000000 Penalty: 33916.507812
Iteration 203Q: 17 clusters Score -2.314641e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 3 contains 9968 members 
Mstep: Class 4 contains 10129 members 
Mstep: Class 5 contains 3922 members 
Mstep: Class 6 contains 4167 members 
Mstep: Class 7 contains 2137 members 
Mstep: Class 8 contains 4264 members 
Mstep: Class 9 contains 9261 members 
Mstep: Class 11 contains 13244 members 
Mstep: Class 12 contains 28884 members 
Mstep: Class 13 contains 40526 members 
Mstep: Class 14 contains 159425 members 
Mstep: Class 15 contains 11804 members 
Mstep: Class 16 contains 2098 members 
Mstep: Class 19 contains 2279 members 
Mstep: Class 20 contains 144436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146484.000000 Penalty: 33916.507812
Iteration 204Q: 17 clusters Score -2.314648e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 3 contains 9968 members 
Mstep: Class 4 contains 10130 members 
Mstep: Class 5 contains 3911 members 
Mstep: Class 6 contains 4155 members 
Mstep: Class 7 contains 2138 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 9149 members 
Mstep: Class 11 contains 13194 members 
Mstep: Class 12 contains 28827 members 
Mstep: Class 13 contains 40481 members 
Mstep: Class 14 contains 159971 members 
Mstep: Class 15 contains 11808 members 
Mstep: Class 16 contains 2097 members 
Mstep: Class 19 contains 2282 members 
Mstep: Class 20 contains 144177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146524.000000 Penalty: 33916.507812
Iteration 205Q: 17 clusters Score -2.314652e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 3 contains 9971 members 
Mstep: Class 4 contains 10131 members 
Mstep: Class 5 contains 3902 members 
Mstep: Class 6 contains 4141 members 
Mstep: Class 7 contains 2139 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 9058 members 
Mstep: Class 11 contains 13145 members 
Mstep: Class 12 contains 28761 members 
Mstep: Class 13 contains 40442 members 
Mstep: Class 14 contains 160504 members 
Mstep: Class 15 contains 11809 members 
Mstep: Class 16 contains 2099 members 
Mstep: Class 19 contains 2286 members 
Mstep: Class 20 contains 143913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146626.000000 Penalty: 33916.507812
Iteration 206Q: 17 clusters Score -2.314663e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 3 contains 9973 members 
Mstep: Class 4 contains 10139 members 
Mstep: Class 5 contains 3898 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 2138 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 8970 members 
Mstep: Class 11 contains 13091 members 
Mstep: Class 12 contains 28678 members 
Mstep: Class 13 contains 40407 members 
Mstep: Class 14 contains 161043 members 
Mstep: Class 15 contains 11806 members 
Mstep: Class 16 contains 2099 members 
Mstep: Class 19 contains 2287 members 
Mstep: Class 20 contains 143655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146628.000000 Penalty: 33916.507812
Iteration 207Q: 17 clusters Score -2.314663e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 3 contains 9971 members 
Mstep: Class 4 contains 10138 members 
Mstep: Class 5 contains 3894 members 
Mstep: Class 6 contains 4133 members 
Mstep: Class 7 contains 2139 members 
Mstep: Class 8 contains 4262 members 
Mstep: Class 9 contains 8875 members 
Mstep: Class 11 contains 13042 members 
Mstep: Class 12 contains 28585 members 
Mstep: Class 13 contains 40373 members 
Mstep: Class 14 contains 161592 members 
Mstep: Class 15 contains 11811 members 
Mstep: Class 16 contains 2100 members 
Mstep: Class 19 contains 2287 members 
Mstep: Class 20 contains 143401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146648.000000 Penalty: 33916.507812
Iteration 208Q: 17 clusters Score -2.314665e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 3 contains 9975 members 
Mstep: Class 4 contains 10141 members 
Mstep: Class 5 contains 3891 members 
Mstep: Class 6 contains 4128 members 
Mstep: Class 7 contains 2137 members 
Mstep: Class 8 contains 4257 members 
Mstep: Class 9 contains 8785 members 
Mstep: Class 11 contains 12991 members 
Mstep: Class 12 contains 28485 members 
Mstep: Class 13 contains 40323 members 
Mstep: Class 14 contains 162176 members 
Mstep: Class 15 contains 11816 members 
Mstep: Class 16 contains 2103 members 
Mstep: Class 19 contains 2291 members 
Mstep: Class 20 contains 143130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146636.000000 Penalty: 33916.507812
Iteration 209Q: 17 clusters Score -2.314664e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 3 contains 9977 members 
Mstep: Class 4 contains 10146 members 
Mstep: Class 5 contains 3891 members 
Mstep: Class 6 contains 4130 members 
Mstep: Class 7 contains 2137 members 
Mstep: Class 8 contains 4253 members 
Mstep: Class 9 contains 8720 members 
Mstep: Class 11 contains 12931 members 
Mstep: Class 12 contains 28386 members 
Mstep: Class 13 contains 40281 members 
Mstep: Class 14 contains 162743 members 
Mstep: Class 15 contains 11815 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 19 contains 2293 members 
Mstep: Class 20 contains 142844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146728.000000 Penalty: 33916.507812
Iteration 210Q: 17 clusters Score -2.314673e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 3 contains 9982 members 
Mstep: Class 4 contains 10152 members 
Mstep: Class 5 contains 3890 members 
Mstep: Class 6 contains 4132 members 
Mstep: Class 7 contains 2140 members 
Mstep: Class 8 contains 4255 members 
Mstep: Class 9 contains 8644 members 
Mstep: Class 11 contains 12878 members 
Mstep: Class 12 contains 28298 members 
Mstep: Class 13 contains 40253 members 
Mstep: Class 14 contains 163300 members 
Mstep: Class 15 contains 11812 members 
Mstep: Class 16 contains 2108 members 
Mstep: Class 19 contains 2291 members 
Mstep: Class 20 contains 142547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146714.000000 Penalty: 33916.507812
Iteration 211Q: 17 clusters Score -2.314671e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 3 contains 9989 members 
Mstep: Class 4 contains 10153 members 
Mstep: Class 5 contains 3885 members 
Mstep: Class 6 contains 4128 members 
Mstep: Class 7 contains 2143 members 
Mstep: Class 8 contains 4255 members 
Mstep: Class 9 contains 8564 members 
Mstep: Class 11 contains 12823 members 
Mstep: Class 12 contains 28208 members 
Mstep: Class 13 contains 40225 members 
Mstep: Class 14 contains 163881 members 
Mstep: Class 15 contains 11814 members 
Mstep: Class 16 contains 2111 members 
Mstep: Class 19 contains 2289 members 
Mstep: Class 20 contains 142243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146706.000000 Penalty: 33916.507812
Iteration 212Q: 17 clusters Score -2.314671e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 3 contains 9998 members 
Mstep: Class 4 contains 10149 members 
Mstep: Class 5 contains 3876 members 
Mstep: Class 6 contains 4124 members 
Mstep: Class 7 contains 2141 members 
Mstep: Class 8 contains 4259 members 
Mstep: Class 9 contains 8497 members 
Mstep: Class 11 contains 12772 members 
Mstep: Class 12 contains 28123 members 
Mstep: Class 13 contains 40192 members 
Mstep: Class 14 contains 164441 members 
Mstep: Class 15 contains 11831 members 
Mstep: Class 16 contains 2112 members 
Mstep: Class 19 contains 2286 members 
Mstep: Class 20 contains 141934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146722.000000 Penalty: 33916.507812
Iteration 213Q: 17 clusters Score -2.314672e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 3 contains 10011 members 
Mstep: Class 4 contains 10150 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 4123 members 
Mstep: Class 7 contains 2140 members 
Mstep: Class 8 contains 4264 members 
Mstep: Class 9 contains 8434 members 
Mstep: Class 11 contains 12726 members 
Mstep: Class 12 contains 28033 members 
Mstep: Class 13 contains 40159 members 
Mstep: Class 14 contains 164977 members 
Mstep: Class 15 contains 11843 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 19 contains 2284 members 
Mstep: Class 20 contains 141641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146784.000000 Penalty: 33916.507812
Iteration 214Q: 17 clusters Score -2.314678e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 3 contains 10022 members 
Mstep: Class 4 contains 10157 members 
Mstep: Class 5 contains 3859 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2138 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 8375 members 
Mstep: Class 11 contains 12668 members 
Mstep: Class 12 contains 27944 members 
Mstep: Class 13 contains 40125 members 
Mstep: Class 14 contains 165490 members 
Mstep: Class 15 contains 11846 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 19 contains 2284 members 
Mstep: Class 20 contains 141388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146802.000000 Penalty: 33916.507812
Iteration 215Q: 17 clusters Score -2.31468e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 3 contains 10030 members 
Mstep: Class 4 contains 10166 members 
Mstep: Class 5 contains 3851 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2136 members 
Mstep: Class 8 contains 4262 members 
Mstep: Class 9 contains 8318 members 
Mstep: Class 11 contains 12610 members 
Mstep: Class 12 contains 27857 members 
Mstep: Class 13 contains 40091 members 
Mstep: Class 14 contains 166004 members 
Mstep: Class 15 contains 11860 members 
Mstep: Class 16 contains 2116 members 
Mstep: Class 19 contains 2281 members 
Mstep: Class 20 contains 141130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146818.000000 Penalty: 33916.507812
Iteration 216Q: 17 clusters Score -2.314682e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 3 contains 10033 members 
Mstep: Class 4 contains 10173 members 
Mstep: Class 5 contains 3843 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 2138 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 8263 members 
Mstep: Class 11 contains 12554 members 
Mstep: Class 12 contains 27776 members 
Mstep: Class 13 contains 40055 members 
Mstep: Class 14 contains 166470 members 
Mstep: Class 15 contains 11869 members 
Mstep: Class 16 contains 2118 members 
Mstep: Class 19 contains 2281 members 
Mstep: Class 20 contains 140911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146802.000000 Penalty: 33916.507812
Iteration 217Q: 17 clusters Score -2.31468e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 3 contains 10038 members 
Mstep: Class 4 contains 10181 members 
Mstep: Class 5 contains 3834 members 
Mstep: Class 6 contains 4111 members 
Mstep: Class 7 contains 2140 members 
Mstep: Class 8 contains 4269 members 
Mstep: Class 9 contains 8222 members 
Mstep: Class 11 contains 12515 members 
Mstep: Class 12 contains 27694 members 
Mstep: Class 13 contains 40017 members 
Mstep: Class 14 contains 166894 members 
Mstep: Class 15 contains 11883 members 
Mstep: Class 16 contains 2121 members 
Mstep: Class 19 contains 2277 members 
Mstep: Class 20 contains 140701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146866.000000 Penalty: 33916.507812
Iteration 218Q: 17 clusters Score -2.314687e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 3 contains 10047 members 
Mstep: Class 4 contains 10197 members 
Mstep: Class 5 contains 3825 members 
Mstep: Class 6 contains 4106 members 
Mstep: Class 7 contains 2146 members 
Mstep: Class 8 contains 4267 members 
Mstep: Class 9 contains 8183 members 
Mstep: Class 11 contains 12474 members 
Mstep: Class 12 contains 27609 members 
Mstep: Class 13 contains 39980 members 
Mstep: Class 14 contains 167298 members 
Mstep: Class 15 contains 11892 members 
Mstep: Class 16 contains 2123 members 
Mstep: Class 19 contains 2275 members 
Mstep: Class 20 contains 140507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146922.000000 Penalty: 33916.507812
Iteration 219Q: 17 clusters Score -2.314692e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 3 contains 10056 members 
Mstep: Class 4 contains 10199 members 
Mstep: Class 5 contains 3819 members 
Mstep: Class 6 contains 4103 members 
Mstep: Class 7 contains 2150 members 
Mstep: Class 8 contains 4269 members 
Mstep: Class 9 contains 8153 members 
Mstep: Class 11 contains 12427 members 
Mstep: Class 12 contains 27527 members 
Mstep: Class 13 contains 39947 members 
Mstep: Class 14 contains 167712 members 
Mstep: Class 15 contains 11911 members 
Mstep: Class 16 contains 2124 members 
Mstep: Class 19 contains 2274 members 
Mstep: Class 20 contains 140282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146858.000000 Penalty: 33916.507812
Iteration 220F: 17 clusters Score -2.314686e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 3 contains 10059 members 
Mstep: Class 4 contains 10202 members 
Mstep: Class 5 contains 3817 members 
Mstep: Class 6 contains 4100 members 
Mstep: Class 7 contains 2154 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 8123 members 
Mstep: Class 11 contains 12387 members 
Mstep: Class 12 contains 27442 members 
Mstep: Class 13 contains 39913 members 
Mstep: Class 14 contains 168118 members 
Mstep: Class 15 contains 11925 members 
Mstep: Class 16 contains 2124 members 
Mstep: Class 19 contains 2274 members 
Mstep: Class 20 contains 140069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146890.000000 Penalty: 33916.507812
Iteration 221Q: 17 clusters Score -2.314689e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 3 contains 10059 members 
Mstep: Class 4 contains 10214 members 
Mstep: Class 5 contains 3813 members 
Mstep: Class 6 contains 4100 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 4273 members 
Mstep: Class 9 contains 8094 members 
Mstep: Class 11 contains 12345 members 
Mstep: Class 12 contains 27352 members 
Mstep: Class 13 contains 39880 members 
Mstep: Class 14 contains 168503 members 
Mstep: Class 15 contains 11940 members 
Mstep: Class 16 contains 2125 members 
Mstep: Class 19 contains 2273 members 
Mstep: Class 20 contains 139864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146910.000000 Penalty: 33916.507812
Iteration 222Q: 17 clusters Score -2.314691e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 3 contains 10067 members 
Mstep: Class 4 contains 10223 members 
Mstep: Class 5 contains 3809 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 4275 members 
Mstep: Class 9 contains 8070 members 
Mstep: Class 11 contains 12306 members 
Mstep: Class 12 contains 27261 members 
Mstep: Class 13 contains 39853 members 
Mstep: Class 14 contains 168875 members 
Mstep: Class 15 contains 11954 members 
Mstep: Class 16 contains 2127 members 
Mstep: Class 19 contains 2272 members 
Mstep: Class 20 contains 139656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146978.000000 Penalty: 33916.507812
Iteration 223Q: 17 clusters Score -2.314698e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 3 contains 10075 members 
Mstep: Class 4 contains 10229 members 
Mstep: Class 5 contains 3806 members 
Mstep: Class 6 contains 4097 members 
Mstep: Class 7 contains 2165 members 
Mstep: Class 8 contains 4273 members 
Mstep: Class 9 contains 8037 members 
Mstep: Class 11 contains 12271 members 
Mstep: Class 12 contains 27187 members 
Mstep: Class 13 contains 39825 members 
Mstep: Class 14 contains 169238 members 
Mstep: Class 15 contains 11966 members 
Mstep: Class 16 contains 2130 members 
Mstep: Class 19 contains 2267 members 
Mstep: Class 20 contains 139453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147040.000000 Penalty: 33916.507812
Iteration 224Q: 17 clusters Score -2.314704e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 3 contains 10080 members 
Mstep: Class 4 contains 10232 members 
Mstep: Class 5 contains 3804 members 
Mstep: Class 6 contains 4094 members 
Mstep: Class 7 contains 2170 members 
Mstep: Class 8 contains 4272 members 
Mstep: Class 9 contains 8017 members 
Mstep: Class 11 contains 12233 members 
Mstep: Class 12 contains 27130 members 
Mstep: Class 13 contains 39780 members 
Mstep: Class 14 contains 169583 members 
Mstep: Class 15 contains 11971 members 
Mstep: Class 16 contains 2131 members 
Mstep: Class 19 contains 2267 members 
Mstep: Class 20 contains 139267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147004.000000 Penalty: 33916.507812
Iteration 225Q: 17 clusters Score -2.3147e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 3 contains 10081 members 
Mstep: Class 4 contains 10240 members 
Mstep: Class 5 contains 3803 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 2173 members 
Mstep: Class 8 contains 4274 members 
Mstep: Class 9 contains 8008 members 
Mstep: Class 11 contains 12192 members 
Mstep: Class 12 contains 27083 members 
Mstep: Class 13 contains 39741 members 
Mstep: Class 14 contains 169913 members 
Mstep: Class 15 contains 11989 members 
Mstep: Class 16 contains 2128 members 
Mstep: Class 19 contains 2265 members 
Mstep: Class 20 contains 139065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147076.000000 Penalty: 33916.507812
Iteration 226Q: 17 clusters Score -2.314708e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 3 contains 10084 members 
Mstep: Class 4 contains 10251 members 
Mstep: Class 5 contains 3803 members 
Mstep: Class 6 contains 4092 members 
Mstep: Class 7 contains 2176 members 
Mstep: Class 8 contains 4273 members 
Mstep: Class 9 contains 7994 members 
Mstep: Class 11 contains 12159 members 
Mstep: Class 12 contains 27031 members 
Mstep: Class 13 contains 39706 members 
Mstep: Class 14 contains 170228 members 
Mstep: Class 15 contains 11998 members 
Mstep: Class 16 contains 2129 members 
Mstep: Class 19 contains 2264 members 
Mstep: Class 20 contains 138873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147072.000000 Penalty: 33916.507812
Iteration 227Q: 17 clusters Score -2.314707e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 3 contains 10085 members 
Mstep: Class 4 contains 10256 members 
Mstep: Class 5 contains 3801 members 
Mstep: Class 6 contains 4093 members 
Mstep: Class 7 contains 2178 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 7983 members 
Mstep: Class 11 contains 12131 members 
Mstep: Class 12 contains 26979 members 
Mstep: Class 13 contains 39673 members 
Mstep: Class 14 contains 170528 members 
Mstep: Class 15 contains 12003 members 
Mstep: Class 16 contains 2129 members 
Mstep: Class 19 contains 2262 members 
Mstep: Class 20 contains 138706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147044.000000 Penalty: 33916.507812
Iteration 228Q: 17 clusters Score -2.314704e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 3 contains 10085 members 
Mstep: Class 4 contains 10267 members 
Mstep: Class 5 contains 3796 members 
Mstep: Class 6 contains 4094 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 4273 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 11 contains 12090 members 
Mstep: Class 12 contains 26920 members 
Mstep: Class 13 contains 39641 members 
Mstep: Class 14 contains 170837 members 
Mstep: Class 15 contains 12010 members 
Mstep: Class 16 contains 2129 members 
Mstep: Class 19 contains 2261 members 
Mstep: Class 20 contains 138538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146958.000000 Penalty: 33916.507812
Iteration 229Q: 17 clusters Score -2.314696e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 3 contains 10088 members 
Mstep: Class 4 contains 10271 members 
Mstep: Class 5 contains 3789 members 
Mstep: Class 6 contains 4093 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 7962 members 
Mstep: Class 11 contains 12048 members 
Mstep: Class 12 contains 26887 members 
Mstep: Class 13 contains 39605 members 
Mstep: Class 14 contains 171137 members 
Mstep: Class 15 contains 12023 members 
Mstep: Class 16 contains 2129 members 
Mstep: Class 19 contains 2259 members 
Mstep: Class 20 contains 138366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147040.000000 Penalty: 33916.507812
Iteration 230Q: 17 clusters Score -2.314704e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 3 contains 10089 members 
Mstep: Class 4 contains 10272 members 
Mstep: Class 5 contains 3782 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 2190 members 
Mstep: Class 8 contains 4270 members 
Mstep: Class 9 contains 7957 members 
Mstep: Class 11 contains 11998 members 
Mstep: Class 12 contains 26858 members 
Mstep: Class 13 contains 39579 members 
Mstep: Class 14 contains 171419 members 
Mstep: Class 15 contains 12041 members 
Mstep: Class 16 contains 2129 members 
Mstep: Class 19 contains 2259 members 
Mstep: Class 20 contains 138196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147002.000000 Penalty: 33916.507812
Iteration 231Q: 17 clusters Score -2.3147e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 3 contains 10089 members 
Mstep: Class 4 contains 10281 members 
Mstep: Class 5 contains 3779 members 
Mstep: Class 6 contains 4089 members 
Mstep: Class 7 contains 2195 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 7949 members 
Mstep: Class 11 contains 11958 members 
Mstep: Class 12 contains 26817 members 
Mstep: Class 13 contains 39556 members 
Mstep: Class 14 contains 171688 members 
Mstep: Class 15 contains 12046 members 
Mstep: Class 16 contains 2131 members 
Mstep: Class 19 contains 2259 members 
Mstep: Class 20 contains 138032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147020.000000 Penalty: 33916.507812
Iteration 232Q: 17 clusters Score -2.314702e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 3 contains 10090 members 
Mstep: Class 4 contains 10290 members 
Mstep: Class 5 contains 3767 members 
Mstep: Class 6 contains 4081 members 
Mstep: Class 7 contains 2200 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 7939 members 
Mstep: Class 11 contains 11918 members 
Mstep: Class 12 contains 26779 members 
Mstep: Class 13 contains 39524 members 
Mstep: Class 14 contains 171961 members 
Mstep: Class 15 contains 12060 members 
Mstep: Class 16 contains 2132 members 
Mstep: Class 19 contains 2260 members 
Mstep: Class 20 contains 137874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147074.000000 Penalty: 33916.507812
Iteration 233Q: 17 clusters Score -2.314707e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 3 contains 10090 members 
Mstep: Class 4 contains 10295 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 4077 members 
Mstep: Class 7 contains 2202 members 
Mstep: Class 8 contains 4272 members 
Mstep: Class 9 contains 7929 members 
Mstep: Class 11 contains 11872 members 
Mstep: Class 12 contains 26742 members 
Mstep: Class 13 contains 39500 members 
Mstep: Class 14 contains 172243 members 
Mstep: Class 15 contains 12070 members 
Mstep: Class 16 contains 2131 members 
Mstep: Class 19 contains 2258 members 
Mstep: Class 20 contains 137709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147078.000000 Penalty: 33916.507812
Iteration 234Q: 17 clusters Score -2.314708e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 3 contains 10095 members 
Mstep: Class 4 contains 10303 members 
Mstep: Class 5 contains 3760 members 
Mstep: Class 6 contains 4074 members 
Mstep: Class 7 contains 2207 members 
Mstep: Class 8 contains 4272 members 
Mstep: Class 9 contains 7916 members 
Mstep: Class 11 contains 11831 members 
Mstep: Class 12 contains 26708 members 
Mstep: Class 13 contains 39467 members 
Mstep: Class 14 contains 172533 members 
Mstep: Class 15 contains 12067 members 
Mstep: Class 16 contains 2132 members 
Mstep: Class 19 contains 2260 members 
Mstep: Class 20 contains 137536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147072.000000 Penalty: 33916.507812
Iteration 235Q: 17 clusters Score -2.314707e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 3 contains 10097 members 
Mstep: Class 4 contains 10310 members 
Mstep: Class 5 contains 3751 members 
Mstep: Class 6 contains 4066 members 
Mstep: Class 7 contains 2207 members 
Mstep: Class 8 contains 4270 members 
Mstep: Class 9 contains 7901 members 
Mstep: Class 11 contains 11782 members 
Mstep: Class 12 contains 26669 members 
Mstep: Class 13 contains 39445 members 
Mstep: Class 14 contains 172853 members 
Mstep: Class 15 contains 12067 members 
Mstep: Class 16 contains 2129 members 
Mstep: Class 19 contains 2260 members 
Mstep: Class 20 contains 137361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147108.000000 Penalty: 33916.507812
Iteration 236Q: 17 clusters Score -2.314711e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 3 contains 10104 members 
Mstep: Class 4 contains 10320 members 
Mstep: Class 5 contains 3737 members 
Mstep: Class 6 contains 4058 members 
Mstep: Class 7 contains 2210 members 
Mstep: Class 8 contains 4270 members 
Mstep: Class 9 contains 7886 members 
Mstep: Class 11 contains 11729 members 
Mstep: Class 12 contains 26624 members 
Mstep: Class 13 contains 39421 members 
Mstep: Class 14 contains 173189 members 
Mstep: Class 15 contains 12075 members 
Mstep: Class 16 contains 2131 members 
Mstep: Class 19 contains 2260 members 
Mstep: Class 20 contains 137164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147136.000000 Penalty: 33916.507812
Iteration 237Q: 17 clusters Score -2.314714e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 3 contains 10111 members 
Mstep: Class 4 contains 10326 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 4050 members 
Mstep: Class 7 contains 2211 members 
Mstep: Class 8 contains 4267 members 
Mstep: Class 9 contains 7878 members 
Mstep: Class 11 contains 11670 members 
Mstep: Class 12 contains 26583 members 
Mstep: Class 13 contains 39399 members 
Mstep: Class 14 contains 173516 members 
Mstep: Class 15 contains 12082 members 
Mstep: Class 16 contains 2132 members 
Mstep: Class 19 contains 2261 members 
Mstep: Class 20 contains 136980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147096.000000 Penalty: 33916.507812
Iteration 238Q: 17 clusters Score -2.31471e+07 nChanged 444
Entering ConstructFrom: 
Score: -23147096.000000 Penalty: 33916.507812
Entering ConstructFrom: 
Trying to split cluster 1 (15487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Entering Unmasked Estep 
Score: -834938.312500 Penalty: 1567.760498
	Iteration 0F: 2 clusters Score -834938.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -824242.875000 Penalty: 3135.520996
	Iteration 0F: 3 clusters Score -824242.9 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -827993.687500 Penalty: 3135.520996
	Iteration 1F: 3 clusters Score -827993.7 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -828328.250000 Penalty: 3135.520996
	Iteration 2F: 3 clusters Score -828328.2 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -828649.250000 Penalty: 3135.520996
	Iteration 3Q: 3 clusters Score -828649.2 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -828992.812500 Penalty: 3135.520996
	Iteration 4Q: 3 clusters Score -828992.8 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -829481.375000 Penalty: 3135.520996
	Iteration 5F: 3 clusters Score -829481.4 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -830076.187500 Penalty: 3135.520996
	Iteration 6F: 3 clusters Score -830076.2 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -830776.937500 Penalty: 3135.520996
	Iteration 7F: 3 clusters Score -830776.9 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -831595.062500 Penalty: 3135.520996
	Iteration 8F: 3 clusters Score -831595.1 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -832319.062500 Penalty: 3135.520996
	Iteration 9Q: 3 clusters Score -832319.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -832843.312500 Penalty: 3135.520996
	Iteration 10Q: 3 clusters Score -832843.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -833090.000000 Penalty: 3135.520996
	Iteration 11Q: 3 clusters Score -833090 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -833213.437500 Penalty: 3135.520996
	Iteration 12Q: 3 clusters Score -833213.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -833278.437500 Penalty: 3135.520996
	Iteration 13Q: 3 clusters Score -833278.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -833323.687500 Penalty: 3135.520996
	Iteration 14Q: 3 clusters Score -833323.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -833358.000000 Penalty: 3135.520996
	Iteration 15Q: 3 clusters Score -833358 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -833381.125000 Penalty: 3135.520996
	Iteration 16Q: 3 clusters Score -833381.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -833405.687500 Penalty: 3135.520996
	Iteration 17Q: 3 clusters Score -833405.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -833425.812500 Penalty: 3135.520996
	Iteration 18Q: 3 clusters Score -833425.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -833440.625000 Penalty: 3135.520996
	Iteration 19Q: 3 clusters Score -833440.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -833450.187500 Penalty: 3135.520996
	Iteration 20F: 3 clusters Score -833450.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -833457.500000 Penalty: 3135.520996
	Iteration 21Q: 3 clusters Score -833457.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -833464.812500 Penalty: 3135.520996
	Iteration 22Q: 3 clusters Score -833464.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -833471.187500 Penalty: 3135.520996
	Iteration 23Q: 3 clusters Score -833471.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -833483.437500 Penalty: 3135.520996
	Iteration 24Q: 3 clusters Score -833483.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -833486.000000 Penalty: 3135.520996
	Iteration 25Q: 3 clusters Score -833486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -833491.562500 Penalty: 3135.520996
	Iteration 26Q: 3 clusters Score -833491.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -833495.500000 Penalty: 3135.520996
	Iteration 27Q: 3 clusters Score -833495.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -833498.750000 Penalty: 3135.520996
	Iteration 28Q: 3 clusters Score -833498.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -833501.625000 Penalty: 3135.520996
	Iteration 29Q: 3 clusters Score -833501.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -833504.937500 Penalty: 3135.520996
	Iteration 30Q: 3 clusters Score -833504.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -833509.875000 Penalty: 3135.520996
	Iteration 31Q: 3 clusters Score -833509.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -833511.750000 Penalty: 3135.520996
	Iteration 32Q: 3 clusters Score -833511.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -833515.062500 Penalty: 3135.520996
	Iteration 33Q: 3 clusters Score -833515.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -833519.937500 Penalty: 3135.520996
	Iteration 34Q: 3 clusters Score -833519.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -833523.000000 Penalty: 3135.520996
	Iteration 35Q: 3 clusters Score -833523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -833527.875000 Penalty: 3135.520996
	Iteration 36Q: 3 clusters Score -833527.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -833531.500000 Penalty: 3135.520996
	Iteration 37Q: 3 clusters Score -833531.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -833537.937500 Penalty: 3135.520996
	Iteration 38Q: 3 clusters Score -833537.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -833540.937500 Penalty: 3135.520996
	Iteration 39Q: 3 clusters Score -833540.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -833541.375000 Penalty: 3135.520996
	Iteration 40F: 3 clusters Score -833541.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -833542.937500 Penalty: 3135.520996
	Iteration 41Q: 3 clusters Score -833542.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -833543.937500 Penalty: 3135.520996
	Iteration 42Q: 3 clusters Score -833543.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -833547.187500 Penalty: 3135.520996
	Iteration 43Q: 3 clusters Score -833547.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -833549.437500 Penalty: 3135.520996
	Iteration 44Q: 3 clusters Score -833549.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -833550.250000 Penalty: 3135.520996
	Iteration 45Q: 3 clusters Score -833550.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -833556.750000 Penalty: 3135.520996
	Iteration 46Q: 3 clusters Score -833556.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -833563.062500 Penalty: 3135.520996
	Iteration 47Q: 3 clusters Score -833563.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -833565.125000 Penalty: 3135.520996
	Iteration 48Q: 3 clusters Score -833565.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -833569.812500 Penalty: 3135.520996
	Iteration 49Q: 3 clusters Score -833569.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -833569.687500 Penalty: 3135.520996
	Iteration 50Q: 3 clusters Score -833569.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -833572.000000 Penalty: 3135.520996
	Iteration 51Q: 3 clusters Score -833572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -833574.750000 Penalty: 3135.520996
	Iteration 52Q: 3 clusters Score -833574.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -833576.062500 Penalty: 3135.520996
	Iteration 53Q: 3 clusters Score -833576.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -833574.937500 Penalty: 3135.520996
	Iteration 54Q: 3 clusters Score -833574.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -833575.187500 Penalty: 3135.520996
	Iteration 55Q: 3 clusters Score -833575.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -833575.687500 Penalty: 3135.520996
	Iteration 56Q: 3 clusters Score -833575.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -833577.375000 Penalty: 3135.520996
	Iteration 57Q: 3 clusters Score -833577.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -833576.437500 Penalty: 3135.520996
	Iteration 58Q: 3 clusters Score -833576.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -833575.750000 Penalty: 3135.520996
	Iteration 59Q: 3 clusters Score -833575.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -833576.875000 Penalty: 3135.520996
	Iteration 60F: 3 clusters Score -833576.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -833576.875000 Penalty: 3135.520996
	Iteration 61Q: 3 clusters Score -833576.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -833578.062500 Penalty: 3135.520996
	Iteration 62Q: 3 clusters Score -833578.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -833579.125000 Penalty: 3135.520996
	Iteration 63Q: 3 clusters Score -833579.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -833579.937500 Penalty: 3135.520996
	Iteration 64Q: 3 clusters Score -833579.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -833584.187500 Penalty: 3135.520996
	Iteration 65Q: 3 clusters Score -833584.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -833588.562500 Penalty: 3135.520996
	Iteration 66Q: 3 clusters Score -833588.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -833588.937500 Penalty: 3135.520996
	Iteration 67Q: 3 clusters Score -833588.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -833589.500000 Penalty: 3135.520996
	Iteration 68Q: 3 clusters Score -833589.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -833591.437500 Penalty: 3135.520996
	Iteration 69Q: 3 clusters Score -833591.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -833593.437500 Penalty: 3135.520996
	Iteration 70Q: 3 clusters Score -833593.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -833594.125000 Penalty: 3135.520996
	Iteration 71Q: 3 clusters Score -833594.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -833594.125000 Penalty: 3135.520996
	Iteration 72F: 3 clusters Score -833594.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Entering Unmasked Estep 
Score: -495140.875000 Penalty: 1498.522339
	Iteration 0F: 2 clusters Score -495140.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -487979.281250 Penalty: 2997.044678
	Iteration 0F: 3 clusters Score -487979.3 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -490835.125000 Penalty: 2997.044678
	Iteration 1F: 3 clusters Score -490835.1 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -491865.343750 Penalty: 2997.044678
	Iteration 2F: 3 clusters Score -491865.3 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -492936.125000 Penalty: 2997.044678
	Iteration 3F: 3 clusters Score -492936.1 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -493841.156250 Penalty: 2997.044678
	Iteration 4F: 3 clusters Score -493841.2 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -494477.593750 Penalty: 2997.044678
	Iteration 5F: 3 clusters Score -494477.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -494817.843750 Penalty: 2997.044678
	Iteration 6Q: 3 clusters Score -494817.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -495018.593750 Penalty: 2997.044678
	Iteration 7Q: 3 clusters Score -495018.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -495129.437500 Penalty: 2997.044678
	Iteration 8Q: 3 clusters Score -495129.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -495197.250000 Penalty: 2997.044678
	Iteration 9Q: 3 clusters Score -495197.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -495249.531250 Penalty: 2997.044678
	Iteration 10Q: 3 clusters Score -495249.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -495298.750000 Penalty: 2997.044678
	Iteration 11Q: 3 clusters Score -495298.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -495326.937500 Penalty: 2997.044678
	Iteration 12Q: 3 clusters Score -495326.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -495346.250000 Penalty: 2997.044678
	Iteration 13Q: 3 clusters Score -495346.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -495361.125000 Penalty: 2997.044678
	Iteration 14Q: 3 clusters Score -495361.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -495369.218750 Penalty: 2997.044678
	Iteration 15Q: 3 clusters Score -495369.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -495374.125000 Penalty: 2997.044678
	Iteration 16Q: 3 clusters Score -495374.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -495379.218750 Penalty: 2997.044678
	Iteration 17Q: 3 clusters Score -495379.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -495386.843750 Penalty: 2997.044678
	Iteration 18Q: 3 clusters Score -495386.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -495393.187500 Penalty: 2997.044678
	Iteration 19Q: 3 clusters Score -495393.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -495397.937500 Penalty: 2997.044678
	Iteration 20F: 3 clusters Score -495397.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -495403.468750 Penalty: 2997.044678
	Iteration 21Q: 3 clusters Score -495403.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -495412.031250 Penalty: 2997.044678
	Iteration 22Q: 3 clusters Score -495412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -495417.218750 Penalty: 2997.044678
	Iteration 23Q: 3 clusters Score -495417.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -495418.156250 Penalty: 2997.044678
	Iteration 24Q: 3 clusters Score -495418.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -495421.593750 Penalty: 2997.044678
	Iteration 25Q: 3 clusters Score -495421.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -495425.843750 Penalty: 2997.044678
	Iteration 26Q: 3 clusters Score -495425.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -495428.687500 Penalty: 2997.044678
	Iteration 27Q: 3 clusters Score -495428.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -495431.031250 Penalty: 2997.044678
	Iteration 28Q: 3 clusters Score -495431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -495432.750000 Penalty: 2997.044678
	Iteration 29Q: 3 clusters Score -495432.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -495434.593750 Penalty: 2997.044678
	Iteration 30Q: 3 clusters Score -495434.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -495436.875000 Penalty: 2997.044678
	Iteration 31Q: 3 clusters Score -495436.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -495439.093750 Penalty: 2997.044678
	Iteration 32Q: 3 clusters Score -495439.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -495439.125000 Penalty: 2997.044678
	Iteration 33Q: 3 clusters Score -495439.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -495439.125000 Penalty: 2997.044678
	Iteration 34F: 3 clusters Score -495439.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 8845 members 
Mstep: Class 3 contains 1269 members 
Mstep: Class 4 contains 10331 members 
Mstep: Class 5 contains 3711 members 
Mstep: Class 6 contains 4040 members 
Mstep: Class 7 contains 2213 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 7873 members 
Mstep: Class 11 contains 11598 members 
Mstep: Class 12 contains 26542 members 
Mstep: Class 13 contains 39368 members 
Mstep: Class 14 contains 173867 members 
Mstep: Class 15 contains 12096 members 
Mstep: Class 16 contains 2135 members 
Mstep: Class 19 contains 2260 members 
Mstep: Class 20 contains 136788 members 
Entering Unmasked Estep 
Score: -23146820.000000 Penalty: 36036.289062
Splitting cluster 3 changes total score from -23147096.000000 to -23146820.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (10331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Entering Unmasked Estep 
Score: -557635.750000 Penalty: 1501.972046
	Iteration 0F: 2 clusters Score -557635.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -550331.750000 Penalty: 3003.944092
	Iteration 0F: 3 clusters Score -550331.8 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -552581.312500 Penalty: 3003.944092
	Iteration 1F: 3 clusters Score -552581.3 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -552819.375000 Penalty: 3003.944092
	Iteration 2F: 3 clusters Score -552819.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -553028.437500 Penalty: 3003.944092
	Iteration 3Q: 3 clusters Score -553028.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -553264.375000 Penalty: 3003.944092
	Iteration 4Q: 3 clusters Score -553264.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -553541.937500 Penalty: 3003.944092
	Iteration 5Q: 3 clusters Score -553541.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -553833.062500 Penalty: 3003.944092
	Iteration 6Q: 3 clusters Score -553833.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -554123.125000 Penalty: 3003.944092
	Iteration 7Q: 3 clusters Score -554123.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -554474.000000 Penalty: 3003.944092
	Iteration 8F: 3 clusters Score -554474 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -554843.250000 Penalty: 3003.944092
	Iteration 9Q: 3 clusters Score -554843.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -555199.625000 Penalty: 3003.944092
	Iteration 10Q: 3 clusters Score -555199.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -555519.312500 Penalty: 3003.944092
	Iteration 11Q: 3 clusters Score -555519.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -555737.625000 Penalty: 3003.944092
	Iteration 12Q: 3 clusters Score -555737.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -555939.187500 Penalty: 3003.944092
	Iteration 13Q: 3 clusters Score -555939.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -556081.750000 Penalty: 3003.944092
	Iteration 14Q: 3 clusters Score -556081.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -556169.750000 Penalty: 3003.944092
	Iteration 15Q: 3 clusters Score -556169.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -556216.937500 Penalty: 3003.944092
	Iteration 16Q: 3 clusters Score -556216.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -556245.875000 Penalty: 3003.944092
	Iteration 17Q: 3 clusters Score -556245.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -556266.937500 Penalty: 3003.944092
	Iteration 18Q: 3 clusters Score -556266.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -556280.625000 Penalty: 3003.944092
	Iteration 19Q: 3 clusters Score -556280.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -556287.437500 Penalty: 3003.944092
	Iteration 20F: 3 clusters Score -556287.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -556292.625000 Penalty: 3003.944092
	Iteration 21Q: 3 clusters Score -556292.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -556302.000000 Penalty: 3003.944092
	Iteration 22Q: 3 clusters Score -556302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -556304.812500 Penalty: 3003.944092
	Iteration 23Q: 3 clusters Score -556304.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -556307.437500 Penalty: 3003.944092
	Iteration 24Q: 3 clusters Score -556307.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -556308.875000 Penalty: 3003.944092
	Iteration 25Q: 3 clusters Score -556308.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -556310.500000 Penalty: 3003.944092
	Iteration 26Q: 3 clusters Score -556310.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -556313.625000 Penalty: 3003.944092
	Iteration 27Q: 3 clusters Score -556313.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -556316.937500 Penalty: 3003.944092
	Iteration 28Q: 3 clusters Score -556316.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -556318.937500 Penalty: 3003.944092
	Iteration 29Q: 3 clusters Score -556318.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -556321.000000 Penalty: 3003.944092
	Iteration 30Q: 3 clusters Score -556321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -556321.562500 Penalty: 3003.944092
	Iteration 31Q: 3 clusters Score -556321.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -556321.562500 Penalty: 3003.944092
	Iteration 32F: 3 clusters Score -556321.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Entering Unmasked Estep 
Score: -192545.234375 Penalty: 1335.596802
	Iteration 0F: 2 clusters Score -192545.2 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 1847 members 
Entering Unmasked Estep 
Score: -189338.812500 Penalty: 2671.193604
	Iteration 0F: 3 clusters Score -189338.8 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -190103.265625 Penalty: 2671.193604
	Iteration 1F: 3 clusters Score -190103.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -190234.890625 Penalty: 2671.193604
	Iteration 2F: 3 clusters Score -190234.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -190316.875000 Penalty: 2671.193604
	Iteration 3Q: 3 clusters Score -190316.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -190387.062500 Penalty: 2671.193604
	Iteration 4Q: 3 clusters Score -190387.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -190450.984375 Penalty: 2671.193604
	Iteration 5Q: 3 clusters Score -190451 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -190496.359375 Penalty: 2671.193604
	Iteration 6Q: 3 clusters Score -190496.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -190537.437500 Penalty: 2671.193604
	Iteration 7Q: 3 clusters Score -190537.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -190568.109375 Penalty: 2671.193604
	Iteration 8Q: 3 clusters Score -190568.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -190597.578125 Penalty: 2671.193604
	Iteration 9Q: 3 clusters Score -190597.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -190629.796875 Penalty: 2671.193604
	Iteration 10Q: 3 clusters Score -190629.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -190664.625000 Penalty: 2671.193604
	Iteration 11Q: 3 clusters Score -190664.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -190701.296875 Penalty: 2671.193604
	Iteration 12Q: 3 clusters Score -190701.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -190747.078125 Penalty: 2671.193604
	Iteration 13Q: 3 clusters Score -190747.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -190817.015625 Penalty: 2671.193604
	Iteration 14Q: 3 clusters Score -190817 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -190899.796875 Penalty: 2671.193604
	Iteration 15Q: 3 clusters Score -190899.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -190986.890625 Penalty: 2671.193604
	Iteration 16Q: 3 clusters Score -190986.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -191069.828125 Penalty: 2671.193604
	Iteration 17Q: 3 clusters Score -191069.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -191130.890625 Penalty: 2671.193604
	Iteration 18Q: 3 clusters Score -191130.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -191176.890625 Penalty: 2671.193604
	Iteration 19Q: 3 clusters Score -191176.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -191216.609375 Penalty: 2671.193604
	Iteration 20F: 3 clusters Score -191216.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -191248.234375 Penalty: 2671.193604
	Iteration 21Q: 3 clusters Score -191248.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -191280.625000 Penalty: 2671.193604
	Iteration 22Q: 3 clusters Score -191280.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -191305.640625 Penalty: 2671.193604
	Iteration 23Q: 3 clusters Score -191305.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -191328.109375 Penalty: 2671.193604
	Iteration 24Q: 3 clusters Score -191328.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -191337.953125 Penalty: 2671.193604
	Iteration 25Q: 3 clusters Score -191338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -191346.140625 Penalty: 2671.193604
	Iteration 26Q: 3 clusters Score -191346.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -191352.500000 Penalty: 2671.193604
	Iteration 27Q: 3 clusters Score -191352.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -191358.515625 Penalty: 2671.193604
	Iteration 28Q: 3 clusters Score -191358.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -191369.546875 Penalty: 2671.193604
	Iteration 29Q: 3 clusters Score -191369.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -191378.625000 Penalty: 2671.193604
	Iteration 30Q: 3 clusters Score -191378.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -191384.015625 Penalty: 2671.193604
	Iteration 31Q: 3 clusters Score -191384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -191391.234375 Penalty: 2671.193604
	Iteration 32Q: 3 clusters Score -191391.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -191394.250000 Penalty: 2671.193604
	Iteration 33Q: 3 clusters Score -191394.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -191397.687500 Penalty: 2671.193604
	Iteration 34Q: 3 clusters Score -191397.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -191398.234375 Penalty: 2671.193604
	Iteration 35Q: 3 clusters Score -191398.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -191399.031250 Penalty: 2671.193604
	Iteration 36Q: 3 clusters Score -191399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -191401.921875 Penalty: 2671.193604
	Iteration 37Q: 3 clusters Score -191401.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -191402.515625 Penalty: 2671.193604
	Iteration 38Q: 3 clusters Score -191402.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -191402.984375 Penalty: 2671.193604
	Iteration 39Q: 3 clusters Score -191403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -191403.796875 Penalty: 2671.193604
	Iteration 40F: 3 clusters Score -191403.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Entering Unmasked Estep 
Score: -216401.000000 Penalty: 1349.400024
	Iteration 0F: 2 clusters Score -216401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -213019.953125 Penalty: 2698.800049
	Iteration 0F: 3 clusters Score -213020 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -213893.375000 Penalty: 2698.800049
	Iteration 1F: 3 clusters Score -213893.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -214050.937500 Penalty: 2698.800049
	Iteration 2F: 3 clusters Score -214050.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -214148.500000 Penalty: 2698.800049
	Iteration 3F: 3 clusters Score -214148.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -214213.968750 Penalty: 2698.800049
	Iteration 4Q: 3 clusters Score -214214 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -214260.093750 Penalty: 2698.800049
	Iteration 5Q: 3 clusters Score -214260.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -214290.421875 Penalty: 2698.800049
	Iteration 6Q: 3 clusters Score -214290.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -214320.703125 Penalty: 2698.800049
	Iteration 7Q: 3 clusters Score -214320.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -214349.859375 Penalty: 2698.800049
	Iteration 8Q: 3 clusters Score -214349.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -214372.953125 Penalty: 2698.800049
	Iteration 9Q: 3 clusters Score -214373 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -214401.578125 Penalty: 2698.800049
	Iteration 10Q: 3 clusters Score -214401.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -214421.578125 Penalty: 2698.800049
	Iteration 11Q: 3 clusters Score -214421.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -214436.015625 Penalty: 2698.800049
	Iteration 12Q: 3 clusters Score -214436 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -214451.484375 Penalty: 2698.800049
	Iteration 13Q: 3 clusters Score -214451.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -214468.531250 Penalty: 2698.800049
	Iteration 14Q: 3 clusters Score -214468.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -214482.906250 Penalty: 2698.800049
	Iteration 15Q: 3 clusters Score -214482.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -214497.328125 Penalty: 2698.800049
	Iteration 16Q: 3 clusters Score -214497.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -214511.921875 Penalty: 2698.800049
	Iteration 17Q: 3 clusters Score -214511.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -214532.093750 Penalty: 2698.800049
	Iteration 18Q: 3 clusters Score -214532.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -214550.125000 Penalty: 2698.800049
	Iteration 19Q: 3 clusters Score -214550.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -214572.890625 Penalty: 2698.800049
	Iteration 20F: 3 clusters Score -214572.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -214600.406250 Penalty: 2698.800049
	Iteration 21Q: 3 clusters Score -214600.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -214617.421875 Penalty: 2698.800049
	Iteration 22Q: 3 clusters Score -214617.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -214632.593750 Penalty: 2698.800049
	Iteration 23Q: 3 clusters Score -214632.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -214648.953125 Penalty: 2698.800049
	Iteration 24Q: 3 clusters Score -214649 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -214664.593750 Penalty: 2698.800049
	Iteration 25Q: 3 clusters Score -214664.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -214676.953125 Penalty: 2698.800049
	Iteration 26Q: 3 clusters Score -214677 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -214692.890625 Penalty: 2698.800049
	Iteration 27Q: 3 clusters Score -214692.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -214709.125000 Penalty: 2698.800049
	Iteration 28Q: 3 clusters Score -214709.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -214729.203125 Penalty: 2698.800049
	Iteration 29Q: 3 clusters Score -214729.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -214753.562500 Penalty: 2698.800049
	Iteration 30Q: 3 clusters Score -214753.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -214779.515625 Penalty: 2698.800049
	Iteration 31Q: 3 clusters Score -214779.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -214807.312500 Penalty: 2698.800049
	Iteration 32Q: 3 clusters Score -214807.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -214826.453125 Penalty: 2698.800049
	Iteration 33Q: 3 clusters Score -214826.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -214839.156250 Penalty: 2698.800049
	Iteration 34Q: 3 clusters Score -214839.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -214850.968750 Penalty: 2698.800049
	Iteration 35Q: 3 clusters Score -214851 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -214863.140625 Penalty: 2698.800049
	Iteration 36Q: 3 clusters Score -214863.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -214874.453125 Penalty: 2698.800049
	Iteration 37Q: 3 clusters Score -214874.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -214882.093750 Penalty: 2698.800049
	Iteration 38Q: 3 clusters Score -214882.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -214888.328125 Penalty: 2698.800049
	Iteration 39Q: 3 clusters Score -214888.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -214897.328125 Penalty: 2698.800049
	Iteration 40F: 3 clusters Score -214897.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -214905.265625 Penalty: 2698.800049
	Iteration 41Q: 3 clusters Score -214905.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -214915.468750 Penalty: 2698.800049
	Iteration 42Q: 3 clusters Score -214915.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -214925.281250 Penalty: 2698.800049
	Iteration 43Q: 3 clusters Score -214925.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -214936.109375 Penalty: 2698.800049
	Iteration 44Q: 3 clusters Score -214936.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -214949.156250 Penalty: 2698.800049
	Iteration 45Q: 3 clusters Score -214949.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -214958.640625 Penalty: 2698.800049
	Iteration 46Q: 3 clusters Score -214958.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -214967.875000 Penalty: 2698.800049
	Iteration 47Q: 3 clusters Score -214967.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -214972.390625 Penalty: 2698.800049
	Iteration 48Q: 3 clusters Score -214972.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -214974.812500 Penalty: 2698.800049
	Iteration 49Q: 3 clusters Score -214974.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -214975.984375 Penalty: 2698.800049
	Iteration 50Q: 3 clusters Score -214976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -214976.359375 Penalty: 2698.800049
	Iteration 51Q: 3 clusters Score -214976.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -214976.671875 Penalty: 2698.800049
	Iteration 52Q: 3 clusters Score -214976.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -214977.187500 Penalty: 2698.800049
	Iteration 53Q: 3 clusters Score -214977.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -214977.343750 Penalty: 2698.800049
	Iteration 54Q: 3 clusters Score -214977.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -214977.593750 Penalty: 2698.800049
	Iteration 55Q: 3 clusters Score -214977.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -214977.593750 Penalty: 2698.800049
	Iteration 56F: 3 clusters Score -214977.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Entering Unmasked Estep 
Score: -103642.968750 Penalty: 1251.592041
	Iteration 0F: 2 clusters Score -103643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -101426.351562 Penalty: 2503.184082
	Iteration 0F: 3 clusters Score -101426.4 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -101956.687500 Penalty: 2503.184082
	Iteration 1F: 3 clusters Score -101956.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -102076.804688 Penalty: 2503.184082
	Iteration 2F: 3 clusters Score -102076.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -102126.101562 Penalty: 2503.184082
	Iteration 3Q: 3 clusters Score -102126.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -102165.109375 Penalty: 2503.184082
	Iteration 4Q: 3 clusters Score -102165.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -102197.656250 Penalty: 2503.184082
	Iteration 5Q: 3 clusters Score -102197.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -102218.632812 Penalty: 2503.184082
	Iteration 6Q: 3 clusters Score -102218.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -102246.710938 Penalty: 2503.184082
	Iteration 7Q: 3 clusters Score -102246.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -102284.484375 Penalty: 2503.184082
	Iteration 8Q: 3 clusters Score -102284.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -102311.460938 Penalty: 2503.184082
	Iteration 9Q: 3 clusters Score -102311.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -102330.007812 Penalty: 2503.184082
	Iteration 10Q: 3 clusters Score -102330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -102346.320312 Penalty: 2503.184082
	Iteration 11Q: 3 clusters Score -102346.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -102360.648438 Penalty: 2503.184082
	Iteration 12Q: 3 clusters Score -102360.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -102370.882812 Penalty: 2503.184082
	Iteration 13Q: 3 clusters Score -102370.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -102379.992188 Penalty: 2503.184082
	Iteration 14Q: 3 clusters Score -102380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -102386.062500 Penalty: 2503.184082
	Iteration 15Q: 3 clusters Score -102386.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -102391.687500 Penalty: 2503.184082
	Iteration 16Q: 3 clusters Score -102391.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -102401.062500 Penalty: 2503.184082
	Iteration 17Q: 3 clusters Score -102401.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -102407.343750 Penalty: 2503.184082
	Iteration 18Q: 3 clusters Score -102407.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -102413.281250 Penalty: 2503.184082
	Iteration 19Q: 3 clusters Score -102413.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -102420.382812 Penalty: 2503.184082
	Iteration 20F: 3 clusters Score -102420.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -102427.085938 Penalty: 2503.184082
	Iteration 21Q: 3 clusters Score -102427.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -102432.054688 Penalty: 2503.184082
	Iteration 22Q: 3 clusters Score -102432.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -102438.992188 Penalty: 2503.184082
	Iteration 23Q: 3 clusters Score -102439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -102444.773438 Penalty: 2503.184082
	Iteration 24Q: 3 clusters Score -102444.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -102450.382812 Penalty: 2503.184082
	Iteration 25Q: 3 clusters Score -102450.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -102455.507812 Penalty: 2503.184082
	Iteration 26Q: 3 clusters Score -102455.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -102463.796875 Penalty: 2503.184082
	Iteration 27Q: 3 clusters Score -102463.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -102474.960938 Penalty: 2503.184082
	Iteration 28Q: 3 clusters Score -102475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -102484.984375 Penalty: 2503.184082
	Iteration 29Q: 3 clusters Score -102485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -102493.750000 Penalty: 2503.184082
	Iteration 30Q: 3 clusters Score -102493.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -102499.671875 Penalty: 2503.184082
	Iteration 31Q: 3 clusters Score -102499.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -102505.828125 Penalty: 2503.184082
	Iteration 32Q: 3 clusters Score -102505.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -102513.460938 Penalty: 2503.184082
	Iteration 33Q: 3 clusters Score -102513.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -102520.742188 Penalty: 2503.184082
	Iteration 34Q: 3 clusters Score -102520.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -102524.031250 Penalty: 2503.184082
	Iteration 35Q: 3 clusters Score -102524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -102526.445312 Penalty: 2503.184082
	Iteration 36Q: 3 clusters Score -102526.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -102527.289062 Penalty: 2503.184082
	Iteration 37Q: 3 clusters Score -102527.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -102527.468750 Penalty: 2503.184082
	Iteration 38Q: 3 clusters Score -102527.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -102527.468750 Penalty: 2503.184082
	Iteration 39F: 3 clusters Score -102527.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Entering Unmasked Estep 
Score: -217396.546875 Penalty: 1358.207031
	Iteration 0F: 2 clusters Score -217396.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -213917.406250 Penalty: 2716.414062
	Iteration 0F: 3 clusters Score -213917.4 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -214805.109375 Penalty: 2716.414062
	Iteration 1F: 3 clusters Score -214805.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -214959.015625 Penalty: 2716.414062
	Iteration 2F: 3 clusters Score -214959 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -215115.609375 Penalty: 2716.414062
	Iteration 3F: 3 clusters Score -215115.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -215253.359375 Penalty: 2716.414062
	Iteration 4F: 3 clusters Score -215253.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -215397.484375 Penalty: 2716.414062
	Iteration 5Q: 3 clusters Score -215397.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -215536.703125 Penalty: 2716.414062
	Iteration 6Q: 3 clusters Score -215536.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -215656.390625 Penalty: 2716.414062
	Iteration 7Q: 3 clusters Score -215656.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -215785.515625 Penalty: 2716.414062
	Iteration 8Q: 3 clusters Score -215785.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -215899.203125 Penalty: 2716.414062
	Iteration 9Q: 3 clusters Score -215899.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -216015.187500 Penalty: 2716.414062
	Iteration 10Q: 3 clusters Score -216015.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -216103.250000 Penalty: 2716.414062
	Iteration 11Q: 3 clusters Score -216103.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -216169.359375 Penalty: 2716.414062
	Iteration 12Q: 3 clusters Score -216169.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -216212.312500 Penalty: 2716.414062
	Iteration 13Q: 3 clusters Score -216212.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -216247.484375 Penalty: 2716.414062
	Iteration 14Q: 3 clusters Score -216247.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -216275.000000 Penalty: 2716.414062
	Iteration 15Q: 3 clusters Score -216275 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -216299.843750 Penalty: 2716.414062
	Iteration 16Q: 3 clusters Score -216299.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -216321.156250 Penalty: 2716.414062
	Iteration 17Q: 3 clusters Score -216321.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -216338.234375 Penalty: 2716.414062
	Iteration 18Q: 3 clusters Score -216338.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -216349.000000 Penalty: 2716.414062
	Iteration 19Q: 3 clusters Score -216349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -216356.328125 Penalty: 2716.414062
	Iteration 20F: 3 clusters Score -216356.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -216356.812500 Penalty: 2716.414062
	Iteration 21Q: 3 clusters Score -216356.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -216357.906250 Penalty: 2716.414062
	Iteration 22Q: 3 clusters Score -216357.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -216358.390625 Penalty: 2716.414062
	Iteration 23Q: 3 clusters Score -216358.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -216358.390625 Penalty: 2716.414062
	Iteration 24F: 3 clusters Score -216358.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Entering Unmasked Estep 
Score: -412129.218750 Penalty: 1457.819092
	Iteration 0F: 2 clusters Score -412129.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -406290.343750 Penalty: 2915.638184
	Iteration 0F: 3 clusters Score -406290.3 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -408090.093750 Penalty: 2915.638184
	Iteration 1F: 3 clusters Score -408090.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -408365.187500 Penalty: 2915.638184
	Iteration 2F: 3 clusters Score -408365.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -408647.031250 Penalty: 2915.638184
	Iteration 3F: 3 clusters Score -408647 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -408893.250000 Penalty: 2915.638184
	Iteration 4F: 3 clusters Score -408893.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -409151.625000 Penalty: 2915.638184
	Iteration 5F: 3 clusters Score -409151.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -409411.187500 Penalty: 2915.638184
	Iteration 6Q: 3 clusters Score -409411.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -409671.093750 Penalty: 2915.638184
	Iteration 7Q: 3 clusters Score -409671.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -409905.750000 Penalty: 2915.638184
	Iteration 8Q: 3 clusters Score -409905.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -410087.125000 Penalty: 2915.638184
	Iteration 9Q: 3 clusters Score -410087.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -410199.468750 Penalty: 2915.638184
	Iteration 10Q: 3 clusters Score -410199.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -410264.968750 Penalty: 2915.638184
	Iteration 11Q: 3 clusters Score -410265 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -410309.968750 Penalty: 2915.638184
	Iteration 12Q: 3 clusters Score -410310 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -410337.218750 Penalty: 2915.638184
	Iteration 13Q: 3 clusters Score -410337.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -410359.781250 Penalty: 2915.638184
	Iteration 14Q: 3 clusters Score -410359.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -410378.718750 Penalty: 2915.638184
	Iteration 15Q: 3 clusters Score -410378.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -410389.156250 Penalty: 2915.638184
	Iteration 16Q: 3 clusters Score -410389.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -410396.156250 Penalty: 2915.638184
	Iteration 17Q: 3 clusters Score -410396.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -410400.531250 Penalty: 2915.638184
	Iteration 18Q: 3 clusters Score -410400.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -410405.656250 Penalty: 2915.638184
	Iteration 19Q: 3 clusters Score -410405.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -410411.000000 Penalty: 2915.638184
	Iteration 20F: 3 clusters Score -410411 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -410413.250000 Penalty: 2915.638184
	Iteration 21Q: 3 clusters Score -410413.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -410414.968750 Penalty: 2915.638184
	Iteration 22Q: 3 clusters Score -410415 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -410420.187500 Penalty: 2915.638184
	Iteration 23Q: 3 clusters Score -410420.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -410421.187500 Penalty: 2915.638184
	Iteration 24Q: 3 clusters Score -410421.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -410422.062500 Penalty: 2915.638184
	Iteration 25Q: 3 clusters Score -410422.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -410423.156250 Penalty: 2915.638184
	Iteration 26Q: 3 clusters Score -410423.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -410425.062500 Penalty: 2915.638184
	Iteration 27Q: 3 clusters Score -410425.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -410425.187500 Penalty: 2915.638184
	Iteration 28Q: 3 clusters Score -410425.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -410426.468750 Penalty: 2915.638184
	Iteration 29Q: 3 clusters Score -410426.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -410427.312500 Penalty: 2915.638184
	Iteration 30Q: 3 clusters Score -410427.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -410426.687500 Penalty: 2915.638184
	Iteration 31Q: 3 clusters Score -410426.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -410426.531250 Penalty: 2915.638184
	Iteration 32Q: 3 clusters Score -410426.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -410427.125000 Penalty: 2915.638184
	Iteration 33Q: 3 clusters Score -410427.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -410427.625000 Penalty: 2915.638184
	Iteration 34Q: 3 clusters Score -410427.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -410428.156250 Penalty: 2915.638184
	Iteration 35Q: 3 clusters Score -410428.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -410428.031250 Penalty: 2915.638184
	Iteration 36Q: 3 clusters Score -410428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -410427.968750 Penalty: 2915.638184
	Iteration 37Q: 3 clusters Score -410428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -410427.718750 Penalty: 2915.638184
	Iteration 38Q: 3 clusters Score -410427.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -410429.906250 Penalty: 2915.638184
	Iteration 39Q: 3 clusters Score -410429.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -410429.312500 Penalty: 2915.638184
	Iteration 40F: 3 clusters Score -410429.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -410429.312500 Penalty: 2915.638184
	Iteration 41Q: 3 clusters Score -410429.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -410431.187500 Penalty: 2915.638184
	Iteration 42Q: 3 clusters Score -410431.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -410431.750000 Penalty: 2915.638184
	Iteration 43Q: 3 clusters Score -410431.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -410432.687500 Penalty: 2915.638184
	Iteration 44Q: 3 clusters Score -410432.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -410433.250000 Penalty: 2915.638184
	Iteration 45Q: 3 clusters Score -410433.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -410433.250000 Penalty: 2915.638184
	Iteration 46F: 3 clusters Score -410433.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Entering Unmasked Estep 
Score: -625116.812500 Penalty: 1520.770630
	Iteration 0F: 2 clusters Score -625116.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -616995.187500 Penalty: 3041.541260
	Iteration 0F: 3 clusters Score -616995.2 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -619766.875000 Penalty: 3041.541260
	Iteration 1F: 3 clusters Score -619766.9 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -620091.125000 Penalty: 3041.541260
	Iteration 2F: 3 clusters Score -620091.1 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -620355.562500 Penalty: 3041.541260
	Iteration 3F: 3 clusters Score -620355.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -620589.125000 Penalty: 3041.541260
	Iteration 4Q: 3 clusters Score -620589.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -620812.562500 Penalty: 3041.541260
	Iteration 5Q: 3 clusters Score -620812.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -621090.687500 Penalty: 3041.541260
	Iteration 6Q: 3 clusters Score -621090.7 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -621444.750000 Penalty: 3041.541260
	Iteration 7Q: 3 clusters Score -621444.8 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -621879.562500 Penalty: 3041.541260
	Iteration 8F: 3 clusters Score -621879.6 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -622284.375000 Penalty: 3041.541260
	Iteration 9Q: 3 clusters Score -622284.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -622676.562500 Penalty: 3041.541260
	Iteration 10Q: 3 clusters Score -622676.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -622957.375000 Penalty: 3041.541260
	Iteration 11Q: 3 clusters Score -622957.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -623142.187500 Penalty: 3041.541260
	Iteration 12Q: 3 clusters Score -623142.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -623271.250000 Penalty: 3041.541260
	Iteration 13Q: 3 clusters Score -623271.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -623343.312500 Penalty: 3041.541260
	Iteration 14Q: 3 clusters Score -623343.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -623395.500000 Penalty: 3041.541260
	Iteration 15Q: 3 clusters Score -623395.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -623446.437500 Penalty: 3041.541260
	Iteration 16Q: 3 clusters Score -623446.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -623484.625000 Penalty: 3041.541260
	Iteration 17Q: 3 clusters Score -623484.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -623510.875000 Penalty: 3041.541260
	Iteration 18Q: 3 clusters Score -623510.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -623532.875000 Penalty: 3041.541260
	Iteration 19Q: 3 clusters Score -623532.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -623555.625000 Penalty: 3041.541260
	Iteration 20F: 3 clusters Score -623555.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -623582.187500 Penalty: 3041.541260
	Iteration 21Q: 3 clusters Score -623582.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -623602.500000 Penalty: 3041.541260
	Iteration 22Q: 3 clusters Score -623602.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -623614.750000 Penalty: 3041.541260
	Iteration 23Q: 3 clusters Score -623614.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -623629.062500 Penalty: 3041.541260
	Iteration 24Q: 3 clusters Score -623629.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -623642.500000 Penalty: 3041.541260
	Iteration 25Q: 3 clusters Score -623642.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -623654.750000 Penalty: 3041.541260
	Iteration 26Q: 3 clusters Score -623654.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -623662.625000 Penalty: 3041.541260
	Iteration 27Q: 3 clusters Score -623662.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -623675.750000 Penalty: 3041.541260
	Iteration 28Q: 3 clusters Score -623675.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -623683.750000 Penalty: 3041.541260
	Iteration 29Q: 3 clusters Score -623683.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -623691.500000 Penalty: 3041.541260
	Iteration 30Q: 3 clusters Score -623691.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -623694.875000 Penalty: 3041.541260
	Iteration 31Q: 3 clusters Score -623694.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -623700.062500 Penalty: 3041.541260
	Iteration 32Q: 3 clusters Score -623700.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -623704.687500 Penalty: 3041.541260
	Iteration 33Q: 3 clusters Score -623704.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -623708.250000 Penalty: 3041.541260
	Iteration 34Q: 3 clusters Score -623708.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -623711.562500 Penalty: 3041.541260
	Iteration 35Q: 3 clusters Score -623711.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -623718.937500 Penalty: 3041.541260
	Iteration 36Q: 3 clusters Score -623718.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -623721.812500 Penalty: 3041.541260
	Iteration 37Q: 3 clusters Score -623721.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -623727.812500 Penalty: 3041.541260
	Iteration 38Q: 3 clusters Score -623727.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -623733.500000 Penalty: 3041.541260
	Iteration 39Q: 3 clusters Score -623733.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -623737.312500 Penalty: 3041.541260
	Iteration 40F: 3 clusters Score -623737.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -623747.000000 Penalty: 3041.541260
	Iteration 41Q: 3 clusters Score -623747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -623753.562500 Penalty: 3041.541260
	Iteration 42Q: 3 clusters Score -623753.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -623757.750000 Penalty: 3041.541260
	Iteration 43Q: 3 clusters Score -623757.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -623765.062500 Penalty: 3041.541260
	Iteration 44Q: 3 clusters Score -623765.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -623767.375000 Penalty: 3041.541260
	Iteration 45Q: 3 clusters Score -623767.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -623771.812500 Penalty: 3041.541260
	Iteration 46Q: 3 clusters Score -623771.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -623775.625000 Penalty: 3041.541260
	Iteration 47Q: 3 clusters Score -623775.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -623776.625000 Penalty: 3041.541260
	Iteration 48Q: 3 clusters Score -623776.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -623778.687500 Penalty: 3041.541260
	Iteration 49Q: 3 clusters Score -623778.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -623780.500000 Penalty: 3041.541260
	Iteration 50Q: 3 clusters Score -623780.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -623782.937500 Penalty: 3041.541260
	Iteration 51Q: 3 clusters Score -623782.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -623782.187500 Penalty: 3041.541260
	Iteration 52Q: 3 clusters Score -623782.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -623783.375000 Penalty: 3041.541260
	Iteration 53Q: 3 clusters Score -623783.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -623783.062500 Penalty: 3041.541260
	Iteration 54Q: 3 clusters Score -623783.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -623783.812500 Penalty: 3041.541260
	Iteration 55Q: 3 clusters Score -623783.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -623783.187500 Penalty: 3041.541260
	Iteration 56Q: 3 clusters Score -623783.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -623783.187500 Penalty: 3041.541260
	Iteration 57F: 3 clusters Score -623783.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -1418363.000000 Penalty: 1655.303589
	Iteration 0F: 2 clusters Score -1418363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1400466.625000 Penalty: 3310.607178
	Iteration 0F: 3 clusters Score -1400467 nChanged 12153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -1407633.750000 Penalty: 3310.607178
	Iteration 1F: 3 clusters Score -1407634 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -1408400.625000 Penalty: 3310.607178
	Iteration 2F: 3 clusters Score -1408401 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1409269.625000 Penalty: 3310.607178
	Iteration 3F: 3 clusters Score -1409270 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -1410306.625000 Penalty: 3310.607178
	Iteration 4F: 3 clusters Score -1410307 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -1411497.875000 Penalty: 3310.607178
	Iteration 5F: 3 clusters Score -1411498 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -1412624.375000 Penalty: 3310.607178
	Iteration 6F: 3 clusters Score -1412624 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -1413462.125000 Penalty: 3310.607178
	Iteration 7F: 3 clusters Score -1413462 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -1413876.250000 Penalty: 3310.607178
	Iteration 8Q: 3 clusters Score -1413876 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -1414049.750000 Penalty: 3310.607178
	Iteration 9Q: 3 clusters Score -1414050 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -1414143.500000 Penalty: 3310.607178
	Iteration 10Q: 3 clusters Score -1414144 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -1414207.250000 Penalty: 3310.607178
	Iteration 11Q: 3 clusters Score -1414207 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -1414245.500000 Penalty: 3310.607178
	Iteration 12Q: 3 clusters Score -1414246 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -1414291.125000 Penalty: 3310.607178
	Iteration 13Q: 3 clusters Score -1414291 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -1414331.875000 Penalty: 3310.607178
	Iteration 14Q: 3 clusters Score -1414332 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -1414385.750000 Penalty: 3310.607178
	Iteration 15Q: 3 clusters Score -1414386 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -1414453.625000 Penalty: 3310.607178
	Iteration 16Q: 3 clusters Score -1414454 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -1414522.375000 Penalty: 3310.607178
	Iteration 17Q: 3 clusters Score -1414522 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -1414581.625000 Penalty: 3310.607178
	Iteration 18Q: 3 clusters Score -1414582 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -1414629.125000 Penalty: 3310.607178
	Iteration 19Q: 3 clusters Score -1414629 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -1414674.875000 Penalty: 3310.607178
	Iteration 20F: 3 clusters Score -1414675 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -1414723.125000 Penalty: 3310.607178
	Iteration 21Q: 3 clusters Score -1414723 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -1414757.375000 Penalty: 3310.607178
	Iteration 22Q: 3 clusters Score -1414757 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -1414785.500000 Penalty: 3310.607178
	Iteration 23Q: 3 clusters Score -1414786 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -1414798.625000 Penalty: 3310.607178
	Iteration 24Q: 3 clusters Score -1414799 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -1414822.625000 Penalty: 3310.607178
	Iteration 25Q: 3 clusters Score -1414823 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -1414833.625000 Penalty: 3310.607178
	Iteration 26Q: 3 clusters Score -1414834 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -1414847.875000 Penalty: 3310.607178
	Iteration 27Q: 3 clusters Score -1414848 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -1414857.625000 Penalty: 3310.607178
	Iteration 28Q: 3 clusters Score -1414858 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -1414869.125000 Penalty: 3310.607178
	Iteration 29Q: 3 clusters Score -1414869 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -1414876.000000 Penalty: 3310.607178
	Iteration 30Q: 3 clusters Score -1414876 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -1414894.000000 Penalty: 3310.607178
	Iteration 31Q: 3 clusters Score -1414894 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -1414900.875000 Penalty: 3310.607178
	Iteration 32Q: 3 clusters Score -1414901 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -1414922.500000 Penalty: 3310.607178
	Iteration 33Q: 3 clusters Score -1414922 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -1414932.750000 Penalty: 3310.607178
	Iteration 34Q: 3 clusters Score -1414933 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -1414942.375000 Penalty: 3310.607178
	Iteration 35Q: 3 clusters Score -1414942 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -1414945.000000 Penalty: 3310.607178
	Iteration 36Q: 3 clusters Score -1414945 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -1414958.250000 Penalty: 3310.607178
	Iteration 37Q: 3 clusters Score -1414958 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -1414967.500000 Penalty: 3310.607178
	Iteration 38Q: 3 clusters Score -1414968 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -1414976.375000 Penalty: 3310.607178
	Iteration 39Q: 3 clusters Score -1414976 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -1414975.750000 Penalty: 3310.607178
	Iteration 40F: 3 clusters Score -1414976 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -1414981.500000 Penalty: 3310.607178
	Iteration 41Q: 3 clusters Score -1414982 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -1414988.375000 Penalty: 3310.607178
	Iteration 42Q: 3 clusters Score -1414988 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -1414994.250000 Penalty: 3310.607178
	Iteration 43Q: 3 clusters Score -1414994 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -1414999.125000 Penalty: 3310.607178
	Iteration 44Q: 3 clusters Score -1414999 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -1415011.000000 Penalty: 3310.607178
	Iteration 45Q: 3 clusters Score -1415011 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -1415008.250000 Penalty: 3310.607178
	Iteration 46Q: 3 clusters Score -1415008 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -1415011.500000 Penalty: 3310.607178
	Iteration 47Q: 3 clusters Score -1415012 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -1415020.375000 Penalty: 3310.607178
	Iteration 48Q: 3 clusters Score -1415020 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -1415024.125000 Penalty: 3310.607178
	Iteration 49Q: 3 clusters Score -1415024 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -1415029.500000 Penalty: 3310.607178
	Iteration 50Q: 3 clusters Score -1415030 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -1415029.500000 Penalty: 3310.607178
	Iteration 51Q: 3 clusters Score -1415030 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -1415034.250000 Penalty: 3310.607178
	Iteration 52Q: 3 clusters Score -1415034 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -1415034.875000 Penalty: 3310.607178
	Iteration 53Q: 3 clusters Score -1415035 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -1415037.750000 Penalty: 3310.607178
	Iteration 54Q: 3 clusters Score -1415038 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -1415048.000000 Penalty: 3310.607178
	Iteration 55Q: 3 clusters Score -1415048 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -1415051.000000 Penalty: 3310.607178
	Iteration 56Q: 3 clusters Score -1415051 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -1415055.125000 Penalty: 3310.607178
	Iteration 57Q: 3 clusters Score -1415055 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -1415063.250000 Penalty: 3310.607178
	Iteration 58Q: 3 clusters Score -1415063 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -1415074.875000 Penalty: 3310.607178
	Iteration 59Q: 3 clusters Score -1415075 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -1415082.375000 Penalty: 3310.607178
	Iteration 60F: 3 clusters Score -1415082 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -1415093.250000 Penalty: 3310.607178
	Iteration 61Q: 3 clusters Score -1415093 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -1415099.375000 Penalty: 3310.607178
	Iteration 62Q: 3 clusters Score -1415099 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -1415101.250000 Penalty: 3310.607178
	Iteration 63Q: 3 clusters Score -1415101 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -1415108.625000 Penalty: 3310.607178
	Iteration 64Q: 3 clusters Score -1415109 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -1415111.250000 Penalty: 3310.607178
	Iteration 65Q: 3 clusters Score -1415111 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -1415122.125000 Penalty: 3310.607178
	Iteration 66Q: 3 clusters Score -1415122 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -1415128.750000 Penalty: 3310.607178
	Iteration 67Q: 3 clusters Score -1415129 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -1415133.375000 Penalty: 3310.607178
	Iteration 68Q: 3 clusters Score -1415133 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -1415142.000000 Penalty: 3310.607178
	Iteration 69Q: 3 clusters Score -1415142 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -1415143.625000 Penalty: 3310.607178
	Iteration 70Q: 3 clusters Score -1415144 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -1415151.375000 Penalty: 3310.607178
	Iteration 71Q: 3 clusters Score -1415151 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -1415164.000000 Penalty: 3310.607178
	Iteration 72Q: 3 clusters Score -1415164 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -1415172.500000 Penalty: 3310.607178
	Iteration 73Q: 3 clusters Score -1415172 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -1415183.125000 Penalty: 3310.607178
	Iteration 74Q: 3 clusters Score -1415183 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -1415192.750000 Penalty: 3310.607178
	Iteration 75Q: 3 clusters Score -1415193 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -1415217.250000 Penalty: 3310.607178
	Iteration 76Q: 3 clusters Score -1415217 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -1415228.000000 Penalty: 3310.607178
	Iteration 77Q: 3 clusters Score -1415228 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -1415242.125000 Penalty: 3310.607178
	Iteration 78Q: 3 clusters Score -1415242 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -1415252.750000 Penalty: 3310.607178
	Iteration 79Q: 3 clusters Score -1415253 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -1415268.125000 Penalty: 3310.607178
	Iteration 80F: 3 clusters Score -1415268 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -1415282.375000 Penalty: 3310.607178
	Iteration 81Q: 3 clusters Score -1415282 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -1415298.000000 Penalty: 3310.607178
	Iteration 82Q: 3 clusters Score -1415298 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -1415322.500000 Penalty: 3310.607178
	Iteration 83Q: 3 clusters Score -1415322 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -1415344.375000 Penalty: 3310.607178
	Iteration 84Q: 3 clusters Score -1415344 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -1415361.125000 Penalty: 3310.607178
	Iteration 85Q: 3 clusters Score -1415361 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -1415383.625000 Penalty: 3310.607178
	Iteration 86Q: 3 clusters Score -1415384 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -1415405.625000 Penalty: 3310.607178
	Iteration 87Q: 3 clusters Score -1415406 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -1415431.125000 Penalty: 3310.607178
	Iteration 88Q: 3 clusters Score -1415431 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -1415450.625000 Penalty: 3310.607178
	Iteration 89Q: 3 clusters Score -1415451 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -1415466.875000 Penalty: 3310.607178
	Iteration 90Q: 3 clusters Score -1415467 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -1415490.625000 Penalty: 3310.607178
	Iteration 91Q: 3 clusters Score -1415491 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -1415514.125000 Penalty: 3310.607178
	Iteration 92Q: 3 clusters Score -1415514 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -1415537.500000 Penalty: 3310.607178
	Iteration 93Q: 3 clusters Score -1415538 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -1415571.125000 Penalty: 3310.607178
	Iteration 94Q: 3 clusters Score -1415571 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -1415606.750000 Penalty: 3310.607178
	Iteration 95Q: 3 clusters Score -1415607 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -1415643.750000 Penalty: 3310.607178
	Iteration 96Q: 3 clusters Score -1415644 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -1415670.500000 Penalty: 3310.607178
	Iteration 97Q: 3 clusters Score -1415670 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -1415699.000000 Penalty: 3310.607178
	Iteration 98Q: 3 clusters Score -1415699 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -1415735.750000 Penalty: 3310.607178
	Iteration 99Q: 3 clusters Score -1415736 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -1415765.000000 Penalty: 3310.607178
	Iteration 100F: 3 clusters Score -1415765 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -1415793.875000 Penalty: 3310.607178
	Iteration 101Q: 3 clusters Score -1415794 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -1415824.250000 Penalty: 3310.607178
	Iteration 102Q: 3 clusters Score -1415824 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -1415853.375000 Penalty: 3310.607178
	Iteration 103Q: 3 clusters Score -1415853 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -1415885.125000 Penalty: 3310.607178
	Iteration 104Q: 3 clusters Score -1415885 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -1415913.625000 Penalty: 3310.607178
	Iteration 105Q: 3 clusters Score -1415914 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -1415949.625000 Penalty: 3310.607178
	Iteration 106Q: 3 clusters Score -1415950 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -1415979.000000 Penalty: 3310.607178
	Iteration 107Q: 3 clusters Score -1415979 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -1416014.000000 Penalty: 3310.607178
	Iteration 108Q: 3 clusters Score -1416014 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -1416050.000000 Penalty: 3310.607178
	Iteration 109Q: 3 clusters Score -1416050 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -1416090.875000 Penalty: 3310.607178
	Iteration 110Q: 3 clusters Score -1416091 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -1416129.500000 Penalty: 3310.607178
	Iteration 111Q: 3 clusters Score -1416130 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -1416180.375000 Penalty: 3310.607178
	Iteration 112Q: 3 clusters Score -1416180 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -1416224.625000 Penalty: 3310.607178
	Iteration 113Q: 3 clusters Score -1416225 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -1416272.500000 Penalty: 3310.607178
	Iteration 114Q: 3 clusters Score -1416272 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -1416321.375000 Penalty: 3310.607178
	Iteration 115Q: 3 clusters Score -1416321 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -1416363.125000 Penalty: 3310.607178
	Iteration 116Q: 3 clusters Score -1416363 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -1416399.250000 Penalty: 3310.607178
	Iteration 117Q: 3 clusters Score -1416399 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -1416431.000000 Penalty: 3310.607178
	Iteration 118Q: 3 clusters Score -1416431 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -1416457.250000 Penalty: 3310.607178
	Iteration 119Q: 3 clusters Score -1416457 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -1416491.750000 Penalty: 3310.607178
	Iteration 120F: 3 clusters Score -1416492 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -1416520.750000 Penalty: 3310.607178
	Iteration 121Q: 3 clusters Score -1416521 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -1416554.375000 Penalty: 3310.607178
	Iteration 122Q: 3 clusters Score -1416554 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -1416583.625000 Penalty: 3310.607178
	Iteration 123Q: 3 clusters Score -1416584 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -1416610.250000 Penalty: 3310.607178
	Iteration 124Q: 3 clusters Score -1416610 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -1416634.000000 Penalty: 3310.607178
	Iteration 125Q: 3 clusters Score -1416634 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -1416658.375000 Penalty: 3310.607178
	Iteration 126Q: 3 clusters Score -1416658 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -1416684.625000 Penalty: 3310.607178
	Iteration 127Q: 3 clusters Score -1416685 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -1416701.625000 Penalty: 3310.607178
	Iteration 128Q: 3 clusters Score -1416702 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -1416732.250000 Penalty: 3310.607178
	Iteration 129Q: 3 clusters Score -1416732 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -1416755.250000 Penalty: 3310.607178
	Iteration 130Q: 3 clusters Score -1416755 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -1416777.375000 Penalty: 3310.607178
	Iteration 131Q: 3 clusters Score -1416777 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -1416806.250000 Penalty: 3310.607178
	Iteration 132Q: 3 clusters Score -1416806 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -1416830.250000 Penalty: 3310.607178
	Iteration 133Q: 3 clusters Score -1416830 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -1416845.125000 Penalty: 3310.607178
	Iteration 134Q: 3 clusters Score -1416845 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -1416860.500000 Penalty: 3310.607178
	Iteration 135Q: 3 clusters Score -1416860 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -1416873.750000 Penalty: 3310.607178
	Iteration 136Q: 3 clusters Score -1416874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -1416880.250000 Penalty: 3310.607178
	Iteration 137Q: 3 clusters Score -1416880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -1416885.125000 Penalty: 3310.607178
	Iteration 138Q: 3 clusters Score -1416885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -1416893.125000 Penalty: 3310.607178
	Iteration 139Q: 3 clusters Score -1416893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -1416902.125000 Penalty: 3310.607178
	Iteration 140F: 3 clusters Score -1416902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -1416904.750000 Penalty: 3310.607178
	Iteration 141Q: 3 clusters Score -1416905 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -1416913.875000 Penalty: 3310.607178
	Iteration 142Q: 3 clusters Score -1416914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -1416916.500000 Penalty: 3310.607178
	Iteration 143Q: 3 clusters Score -1416916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -1416921.875000 Penalty: 3310.607178
	Iteration 144Q: 3 clusters Score -1416922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -1416925.250000 Penalty: 3310.607178
	Iteration 145Q: 3 clusters Score -1416925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -1416930.875000 Penalty: 3310.607178
	Iteration 146Q: 3 clusters Score -1416931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -1416938.500000 Penalty: 3310.607178
	Iteration 147Q: 3 clusters Score -1416938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -1416940.625000 Penalty: 3310.607178
	Iteration 148Q: 3 clusters Score -1416941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -1416943.125000 Penalty: 3310.607178
	Iteration 149Q: 3 clusters Score -1416943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -1416945.375000 Penalty: 3310.607178
	Iteration 150Q: 3 clusters Score -1416945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -1416945.625000 Penalty: 3310.607178
	Iteration 151Q: 3 clusters Score -1416946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -1416946.375000 Penalty: 3310.607178
	Iteration 152Q: 3 clusters Score -1416946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -1416947.500000 Penalty: 3310.607178
	Iteration 153Q: 3 clusters Score -1416948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -1416948.000000 Penalty: 3310.607178
	Iteration 154Q: 3 clusters Score -1416948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -1416950.500000 Penalty: 3310.607178
	Iteration 155Q: 3 clusters Score -1416950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -1416952.250000 Penalty: 3310.607178
	Iteration 156Q: 3 clusters Score -1416952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -1416952.375000 Penalty: 3310.607178
	Iteration 157Q: 3 clusters Score -1416952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -1416953.375000 Penalty: 3310.607178
	Iteration 158Q: 3 clusters Score -1416953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -1416953.375000 Penalty: 3310.607178
	Iteration 159F: 3 clusters Score -1416953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Entering Unmasked Estep 
Score: -2051188.875000 Penalty: 1719.365112
	Iteration 0F: 2 clusters Score -2051189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -2024710.500000 Penalty: 3438.730225
	Iteration 0F: 3 clusters Score -2024710 nChanged 18446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -2035189.750000 Penalty: 3438.730225
	Iteration 1F: 3 clusters Score -2035190 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2036098.125000 Penalty: 3438.730225
	Iteration 2Q: 3 clusters Score -2036098 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -2037419.500000 Penalty: 3438.730225
	Iteration 3F: 3 clusters Score -2037420 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -2039067.625000 Penalty: 3438.730225
	Iteration 4F: 3 clusters Score -2039068 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -2040836.500000 Penalty: 3438.730225
	Iteration 5F: 3 clusters Score -2040836 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -2042341.750000 Penalty: 3438.730225
	Iteration 6F: 3 clusters Score -2042342 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -2043464.500000 Penalty: 3438.730225
	Iteration 7F: 3 clusters Score -2043464 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2044186.250000 Penalty: 3438.730225
	Iteration 8Q: 3 clusters Score -2044186 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -2044613.500000 Penalty: 3438.730225
	Iteration 9Q: 3 clusters Score -2044614 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -2044875.500000 Penalty: 3438.730225
	Iteration 10Q: 3 clusters Score -2044876 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -2045071.125000 Penalty: 3438.730225
	Iteration 11Q: 3 clusters Score -2045071 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -2045199.875000 Penalty: 3438.730225
	Iteration 12Q: 3 clusters Score -2045200 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -2045283.375000 Penalty: 3438.730225
	Iteration 13Q: 3 clusters Score -2045283 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2045351.625000 Penalty: 3438.730225
	Iteration 14Q: 3 clusters Score -2045352 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2045418.000000 Penalty: 3438.730225
	Iteration 15Q: 3 clusters Score -2045418 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -2045488.625000 Penalty: 3438.730225
	Iteration 16Q: 3 clusters Score -2045489 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -2045541.750000 Penalty: 3438.730225
	Iteration 17Q: 3 clusters Score -2045542 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -2045618.375000 Penalty: 3438.730225
	Iteration 18Q: 3 clusters Score -2045618 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2045683.250000 Penalty: 3438.730225
	Iteration 19Q: 3 clusters Score -2045683 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2045747.625000 Penalty: 3438.730225
	Iteration 20F: 3 clusters Score -2045748 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2045845.500000 Penalty: 3438.730225
	Iteration 21Q: 3 clusters Score -2045846 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2045953.500000 Penalty: 3438.730225
	Iteration 22Q: 3 clusters Score -2045954 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2046078.375000 Penalty: 3438.730225
	Iteration 23Q: 3 clusters Score -2046078 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2046205.750000 Penalty: 3438.730225
	Iteration 24Q: 3 clusters Score -2046206 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2046351.250000 Penalty: 3438.730225
	Iteration 25Q: 3 clusters Score -2046351 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -2046509.875000 Penalty: 3438.730225
	Iteration 26Q: 3 clusters Score -2046510 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2046660.500000 Penalty: 3438.730225
	Iteration 27Q: 3 clusters Score -2046660 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -2046838.625000 Penalty: 3438.730225
	Iteration 28Q: 3 clusters Score -2046839 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2047045.125000 Penalty: 3438.730225
	Iteration 29Q: 3 clusters Score -2047045 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2047309.000000 Penalty: 3438.730225
	Iteration 30Q: 3 clusters Score -2047309 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2047627.250000 Penalty: 3438.730225
	Iteration 31Q: 3 clusters Score -2047627 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2047939.250000 Penalty: 3438.730225
	Iteration 32Q: 3 clusters Score -2047939 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2048223.750000 Penalty: 3438.730225
	Iteration 33Q: 3 clusters Score -2048224 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2048481.750000 Penalty: 3438.730225
	Iteration 34Q: 3 clusters Score -2048482 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2048770.250000 Penalty: 3438.730225
	Iteration 35Q: 3 clusters Score -2048770 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2049037.875000 Penalty: 3438.730225
	Iteration 36Q: 3 clusters Score -2049038 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2049294.625000 Penalty: 3438.730225
	Iteration 37Q: 3 clusters Score -2049295 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2049562.500000 Penalty: 3438.730225
	Iteration 38Q: 3 clusters Score -2049562 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2049945.625000 Penalty: 3438.730225
	Iteration 39Q: 3 clusters Score -2049946 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2050508.125000 Penalty: 3438.730225
	Iteration 40F: 3 clusters Score -2050508 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2050963.125000 Penalty: 3438.730225
	Iteration 41Q: 3 clusters Score -2050963 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2051104.125000 Penalty: 3438.730225
	Iteration 42Q: 3 clusters Score -2051104 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2051168.875000 Penalty: 3438.730225
	Iteration 43Q: 3 clusters Score -2051169 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2051203.875000 Penalty: 3438.730225
	Iteration 44Q: 3 clusters Score -2051204 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2051227.750000 Penalty: 3438.730225
	Iteration 45Q: 3 clusters Score -2051228 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2051232.625000 Penalty: 3438.730225
	Iteration 46Q: 3 clusters Score -2051233 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2051240.875000 Penalty: 3438.730225
	Iteration 47Q: 3 clusters Score -2051241 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37555 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2051249.500000 Penalty: 3438.730225
	Iteration 48Q: 3 clusters Score -2051250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2051258.125000 Penalty: 3438.730225
	Iteration 49Q: 3 clusters Score -2051258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2051260.625000 Penalty: 3438.730225
	Iteration 50Q: 3 clusters Score -2051261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37573 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2051262.500000 Penalty: 3438.730225
	Iteration 51Q: 3 clusters Score -2051262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37573 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2051263.500000 Penalty: 3438.730225
	Iteration 52Q: 3 clusters Score -2051264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2051265.125000 Penalty: 3438.730225
	Iteration 53Q: 3 clusters Score -2051265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2051263.000000 Penalty: 3438.730225
	Iteration 54Q: 3 clusters Score -2051263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2051263.000000 Penalty: 3438.730225
	Iteration 55F: 3 clusters Score -2051263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 1799 members 
Mstep: Class 3 contains 10114 members 
Mstep: Class 4 contains 10331 members 
Mstep: Class 5 contains 3711 members 
Mstep: Class 6 contains 4040 members 
Mstep: Class 7 contains 2213 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 7873 members 
Mstep: Class 11 contains 11598 members 
Mstep: Class 12 contains 26542 members 
Mstep: Class 13 contains 37569 members 
Mstep: Class 14 contains 173867 members 
Mstep: Class 15 contains 12096 members 
Mstep: Class 16 contains 2135 members 
Mstep: Class 19 contains 2260 members 
Mstep: Class 20 contains 136788 members 
Entering Unmasked Estep 
Score: -23146974.000000 Penalty: 36036.289062
Splitting cluster 13 changes total score from -23147096.000000 to -23146974.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (173867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173867 members 
Entering Unmasked Estep 
Score: -8873669.000000 Penalty: 1960.732422
	Iteration 0F: 2 clusters Score -8873669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87086 members 
Mstep: Class 2 contains 86781 members 
Entering Unmasked Estep 
Score: -8757362.000000 Penalty: 3921.464844
	Iteration 0F: 3 clusters Score -8757362 nChanged 83790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88310 members 
Mstep: Class 2 contains 85557 members 
Entering Unmasked Estep 
Score: -8806417.000000 Penalty: 3921.464844
	Iteration 1F: 3 clusters Score -8806417 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89174 members 
Mstep: Class 2 contains 84693 members 
Entering Unmasked Estep 
Score: -8807331.000000 Penalty: 3921.464844
	Iteration 2Q: 3 clusters Score -8807331 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90684 members 
Mstep: Class 2 contains 83183 members 
Entering Unmasked Estep 
Score: -8808485.000000 Penalty: 3921.464844
	Iteration 3Q: 3 clusters Score -8808485 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93134 members 
Mstep: Class 2 contains 80733 members 
Entering Unmasked Estep 
Score: -8810117.000000 Penalty: 3921.464844
	Iteration 4Q: 3 clusters Score -8810117 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96791 members 
Mstep: Class 2 contains 77076 members 
Entering Unmasked Estep 
Score: -8812765.000000 Penalty: 3921.464844
	Iteration 5Q: 3 clusters Score -8812765 nChanged 7886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102099 members 
Mstep: Class 2 contains 71768 members 
Entering Unmasked Estep 
Score: -8816722.000000 Penalty: 3921.464844
	Iteration 6Q: 3 clusters Score -8816722 nChanged 9419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109122 members 
Mstep: Class 2 contains 64745 members 
Entering Unmasked Estep 
Score: -8822893.000000 Penalty: 3921.464844
	Iteration 7F: 3 clusters Score -8822893 nChanged 10742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117280 members 
Mstep: Class 2 contains 56587 members 
Entering Unmasked Estep 
Score: -8830597.000000 Penalty: 3921.464844
	Iteration 8F: 3 clusters Score -8830597 nChanged 10536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125204 members 
Mstep: Class 2 contains 48663 members 
Entering Unmasked Estep 
Score: -8838375.000000 Penalty: 3921.464844
	Iteration 9F: 3 clusters Score -8838375 nChanged 9175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131813 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -8844511.000000 Penalty: 3921.464844
	Iteration 10F: 3 clusters Score -8844511 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137106 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -8848654.000000 Penalty: 3921.464844
	Iteration 11Q: 3 clusters Score -8848654 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141597 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -8851447.000000 Penalty: 3921.464844
	Iteration 12Q: 3 clusters Score -8851447 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145768 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -8853687.000000 Penalty: 3921.464844
	Iteration 13Q: 3 clusters Score -8853687 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149709 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -8855756.000000 Penalty: 3921.464844
	Iteration 14Q: 3 clusters Score -8855756 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153582 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -8857871.000000 Penalty: 3921.464844
	Iteration 15Q: 3 clusters Score -8857871 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157319 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -8860114.000000 Penalty: 3921.464844
	Iteration 16Q: 3 clusters Score -8860114 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160871 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -8862391.000000 Penalty: 3921.464844
	Iteration 17Q: 3 clusters Score -8862391 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164108 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -8864655.000000 Penalty: 3921.464844
	Iteration 18Q: 3 clusters Score -8864655 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166914 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -8866675.000000 Penalty: 3921.464844
	Iteration 19Q: 3 clusters Score -8866675 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169202 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -8868450.000000 Penalty: 3921.464844
	Iteration 20F: 3 clusters Score -8868450 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170994 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -8869872.000000 Penalty: 3921.464844
	Iteration 21Q: 3 clusters Score -8869872 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172148 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -8870758.000000 Penalty: 3921.464844
	Iteration 22Q: 3 clusters Score -8870758 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172853 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -8871297.000000 Penalty: 3921.464844
	Iteration 23Q: 3 clusters Score -8871297 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173208 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -8871571.000000 Penalty: 3921.464844
	Iteration 24Q: 3 clusters Score -8871571 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173375 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8871718.000000 Penalty: 3921.464844
	Iteration 25Q: 3 clusters Score -8871718 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173468 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8871806.000000 Penalty: 3921.464844
	Iteration 26Q: 3 clusters Score -8871806 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173524 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8871853.000000 Penalty: 3921.464844
	Iteration 27Q: 3 clusters Score -8871853 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173557 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -8871887.000000 Penalty: 3921.464844
	Iteration 28Q: 3 clusters Score -8871887 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173570 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8871905.000000 Penalty: 3921.464844
	Iteration 29Q: 3 clusters Score -8871905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173580 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8871910.000000 Penalty: 3921.464844
	Iteration 30Q: 3 clusters Score -8871910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173589 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8871905.000000 Penalty: 3921.464844
	Iteration 31Q: 3 clusters Score -8871905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173591 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8871913.000000 Penalty: 3921.464844
	Iteration 32Q: 3 clusters Score -8871913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173593 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -8871911.000000 Penalty: 3921.464844
	Iteration 33Q: 3 clusters Score -8871911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173593 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -8871911.000000 Penalty: 3921.464844
	Iteration 34F: 3 clusters Score -8871911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Entering Unmasked Estep 
Score: -660353.562500 Penalty: 1527.602417
	Iteration 0F: 2 clusters Score -660353.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -651821.187500 Penalty: 3055.204834
	Iteration 0F: 3 clusters Score -651821.2 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -654648.875000 Penalty: 3055.204834
	Iteration 1F: 3 clusters Score -654648.9 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -654886.250000 Penalty: 3055.204834
	Iteration 2F: 3 clusters Score -654886.2 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -655037.812500 Penalty: 3055.204834
	Iteration 3Q: 3 clusters Score -655037.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -655148.500000 Penalty: 3055.204834
	Iteration 4Q: 3 clusters Score -655148.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -655223.125000 Penalty: 3055.204834
	Iteration 5Q: 3 clusters Score -655223.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -655280.625000 Penalty: 3055.204834
	Iteration 6Q: 3 clusters Score -655280.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -655339.687500 Penalty: 3055.204834
	Iteration 7Q: 3 clusters Score -655339.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -655396.312500 Penalty: 3055.204834
	Iteration 8Q: 3 clusters Score -655396.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -655453.250000 Penalty: 3055.204834
	Iteration 9Q: 3 clusters Score -655453.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -655508.125000 Penalty: 3055.204834
	Iteration 10Q: 3 clusters Score -655508.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -655572.250000 Penalty: 3055.204834
	Iteration 11Q: 3 clusters Score -655572.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -655626.125000 Penalty: 3055.204834
	Iteration 12Q: 3 clusters Score -655626.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -655681.062500 Penalty: 3055.204834
	Iteration 13Q: 3 clusters Score -655681.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -655753.625000 Penalty: 3055.204834
	Iteration 14Q: 3 clusters Score -655753.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -655831.312500 Penalty: 3055.204834
	Iteration 15Q: 3 clusters Score -655831.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -655925.937500 Penalty: 3055.204834
	Iteration 16Q: 3 clusters Score -655925.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -656034.000000 Penalty: 3055.204834
	Iteration 17Q: 3 clusters Score -656034 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -656190.937500 Penalty: 3055.204834
	Iteration 18Q: 3 clusters Score -656190.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -656384.562500 Penalty: 3055.204834
	Iteration 19Q: 3 clusters Score -656384.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -656598.875000 Penalty: 3055.204834
	Iteration 20F: 3 clusters Score -656598.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -656793.625000 Penalty: 3055.204834
	Iteration 21Q: 3 clusters Score -656793.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -656975.062500 Penalty: 3055.204834
	Iteration 22Q: 3 clusters Score -656975.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -657129.687500 Penalty: 3055.204834
	Iteration 23Q: 3 clusters Score -657129.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -657263.187500 Penalty: 3055.204834
	Iteration 24Q: 3 clusters Score -657263.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -657353.312500 Penalty: 3055.204834
	Iteration 25Q: 3 clusters Score -657353.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -657422.687500 Penalty: 3055.204834
	Iteration 26Q: 3 clusters Score -657422.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -657473.125000 Penalty: 3055.204834
	Iteration 27Q: 3 clusters Score -657473.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -657518.250000 Penalty: 3055.204834
	Iteration 28Q: 3 clusters Score -657518.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -657561.875000 Penalty: 3055.204834
	Iteration 29Q: 3 clusters Score -657561.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -657599.125000 Penalty: 3055.204834
	Iteration 30Q: 3 clusters Score -657599.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -657647.937500 Penalty: 3055.204834
	Iteration 31Q: 3 clusters Score -657647.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -657701.375000 Penalty: 3055.204834
	Iteration 32Q: 3 clusters Score -657701.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -657763.250000 Penalty: 3055.204834
	Iteration 33Q: 3 clusters Score -657763.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -657819.750000 Penalty: 3055.204834
	Iteration 34Q: 3 clusters Score -657819.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -657867.500000 Penalty: 3055.204834
	Iteration 35Q: 3 clusters Score -657867.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -657907.250000 Penalty: 3055.204834
	Iteration 36Q: 3 clusters Score -657907.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -657949.750000 Penalty: 3055.204834
	Iteration 37Q: 3 clusters Score -657949.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -657990.500000 Penalty: 3055.204834
	Iteration 38Q: 3 clusters Score -657990.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -658029.687500 Penalty: 3055.204834
	Iteration 39Q: 3 clusters Score -658029.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -658080.750000 Penalty: 3055.204834
	Iteration 40F: 3 clusters Score -658080.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -658142.000000 Penalty: 3055.204834
	Iteration 41Q: 3 clusters Score -658142 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -658202.750000 Penalty: 3055.204834
	Iteration 42Q: 3 clusters Score -658202.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -658265.625000 Penalty: 3055.204834
	Iteration 43Q: 3 clusters Score -658265.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -658328.125000 Penalty: 3055.204834
	Iteration 44Q: 3 clusters Score -658328.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -658385.750000 Penalty: 3055.204834
	Iteration 45Q: 3 clusters Score -658385.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -658448.500000 Penalty: 3055.204834
	Iteration 46Q: 3 clusters Score -658448.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -658506.000000 Penalty: 3055.204834
	Iteration 47Q: 3 clusters Score -658506 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -658544.750000 Penalty: 3055.204834
	Iteration 48Q: 3 clusters Score -658544.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -658569.875000 Penalty: 3055.204834
	Iteration 49Q: 3 clusters Score -658569.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -658591.000000 Penalty: 3055.204834
	Iteration 50Q: 3 clusters Score -658591 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -658616.312500 Penalty: 3055.204834
	Iteration 51Q: 3 clusters Score -658616.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -658636.750000 Penalty: 3055.204834
	Iteration 52Q: 3 clusters Score -658636.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -658647.187500 Penalty: 3055.204834
	Iteration 53Q: 3 clusters Score -658647.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -658654.937500 Penalty: 3055.204834
	Iteration 54Q: 3 clusters Score -658654.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -658666.687500 Penalty: 3055.204834
	Iteration 55Q: 3 clusters Score -658666.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -658681.000000 Penalty: 3055.204834
	Iteration 56Q: 3 clusters Score -658681 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -658698.500000 Penalty: 3055.204834
	Iteration 57Q: 3 clusters Score -658698.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -658719.250000 Penalty: 3055.204834
	Iteration 58Q: 3 clusters Score -658719.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -658736.312500 Penalty: 3055.204834
	Iteration 59Q: 3 clusters Score -658736.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -658751.437500 Penalty: 3055.204834
	Iteration 60F: 3 clusters Score -658751.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -658768.500000 Penalty: 3055.204834
	Iteration 61Q: 3 clusters Score -658768.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -658785.437500 Penalty: 3055.204834
	Iteration 62Q: 3 clusters Score -658785.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -658799.187500 Penalty: 3055.204834
	Iteration 63Q: 3 clusters Score -658799.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -658821.937500 Penalty: 3055.204834
	Iteration 64Q: 3 clusters Score -658821.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -658835.250000 Penalty: 3055.204834
	Iteration 65Q: 3 clusters Score -658835.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -658848.937500 Penalty: 3055.204834
	Iteration 66Q: 3 clusters Score -658848.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -658863.187500 Penalty: 3055.204834
	Iteration 67Q: 3 clusters Score -658863.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -658877.187500 Penalty: 3055.204834
	Iteration 68Q: 3 clusters Score -658877.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -658888.500000 Penalty: 3055.204834
	Iteration 69Q: 3 clusters Score -658888.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -658901.750000 Penalty: 3055.204834
	Iteration 70Q: 3 clusters Score -658901.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -658912.187500 Penalty: 3055.204834
	Iteration 71Q: 3 clusters Score -658912.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -658915.875000 Penalty: 3055.204834
	Iteration 72Q: 3 clusters Score -658915.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -658922.187500 Penalty: 3055.204834
	Iteration 73Q: 3 clusters Score -658922.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -658925.437500 Penalty: 3055.204834
	Iteration 74Q: 3 clusters Score -658925.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -658927.875000 Penalty: 3055.204834
	Iteration 75Q: 3 clusters Score -658927.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -658930.000000 Penalty: 3055.204834
	Iteration 76Q: 3 clusters Score -658930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -658930.750000 Penalty: 3055.204834
	Iteration 77Q: 3 clusters Score -658930.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -658934.625000 Penalty: 3055.204834
	Iteration 78Q: 3 clusters Score -658934.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -658934.625000 Penalty: 3055.204834
	Iteration 79Q: 3 clusters Score -658934.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -658936.625000 Penalty: 3055.204834
	Iteration 80F: 3 clusters Score -658936.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -658937.125000 Penalty: 3055.204834
	Iteration 81Q: 3 clusters Score -658937.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -658940.187500 Penalty: 3055.204834
	Iteration 82Q: 3 clusters Score -658940.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -658941.562500 Penalty: 3055.204834
	Iteration 83Q: 3 clusters Score -658941.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -658943.562500 Penalty: 3055.204834
	Iteration 84Q: 3 clusters Score -658943.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -658946.625000 Penalty: 3055.204834
	Iteration 85Q: 3 clusters Score -658946.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -658947.312500 Penalty: 3055.204834
	Iteration 86Q: 3 clusters Score -658947.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -658947.500000 Penalty: 3055.204834
	Iteration 87Q: 3 clusters Score -658947.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -658949.250000 Penalty: 3055.204834
	Iteration 88Q: 3 clusters Score -658949.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -658949.750000 Penalty: 3055.204834
	Iteration 89Q: 3 clusters Score -658949.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -658949.687500 Penalty: 3055.204834
	Iteration 90Q: 3 clusters Score -658949.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -658951.062500 Penalty: 3055.204834
	Iteration 91Q: 3 clusters Score -658951.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -658952.437500 Penalty: 3055.204834
	Iteration 92Q: 3 clusters Score -658952.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -658952.812500 Penalty: 3055.204834
	Iteration 93Q: 3 clusters Score -658952.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -658953.812500 Penalty: 3055.204834
	Iteration 94Q: 3 clusters Score -658953.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -658955.062500 Penalty: 3055.204834
	Iteration 95Q: 3 clusters Score -658955.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -658959.312500 Penalty: 3055.204834
	Iteration 96Q: 3 clusters Score -658959.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -658962.812500 Penalty: 3055.204834
	Iteration 97Q: 3 clusters Score -658962.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -658968.375000 Penalty: 3055.204834
	Iteration 98Q: 3 clusters Score -658968.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -658969.875000 Penalty: 3055.204834
	Iteration 99Q: 3 clusters Score -658969.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -658970.000000 Penalty: 3055.204834
	Iteration 100F: 3 clusters Score -658970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -658971.125000 Penalty: 3055.204834
	Iteration 101Q: 3 clusters Score -658971.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -658971.250000 Penalty: 3055.204834
	Iteration 102Q: 3 clusters Score -658971.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -658971.250000 Penalty: 3055.204834
	Iteration 103Q: 3 clusters Score -658971.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -658971.187500 Penalty: 3055.204834
	Iteration 104Q: 3 clusters Score -658971.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -658971.187500 Penalty: 3055.204834
	Iteration 105F: 3 clusters Score -658971.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Entering Unmasked Estep 
Score: -101265.125000 Penalty: 1245.761108
	Iteration 0F: 2 clusters Score -101265.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -99102.203125 Penalty: 2491.522217
	Iteration 0F: 3 clusters Score -99102.2 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -99575.968750 Penalty: 2491.522217
	Iteration 1F: 3 clusters Score -99575.97 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -99698.789062 Penalty: 2491.522217
	Iteration 2F: 3 clusters Score -99698.79 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -99786.062500 Penalty: 2491.522217
	Iteration 3F: 3 clusters Score -99786.06 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -99872.546875 Penalty: 2491.522217
	Iteration 4Q: 3 clusters Score -99872.55 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -99948.406250 Penalty: 2491.522217
	Iteration 5Q: 3 clusters Score -99948.41 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -100024.625000 Penalty: 2491.522217
	Iteration 6Q: 3 clusters Score -100024.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -100092.796875 Penalty: 2491.522217
	Iteration 7Q: 3 clusters Score -100092.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -100153.390625 Penalty: 2491.522217
	Iteration 8Q: 3 clusters Score -100153.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -100193.968750 Penalty: 2491.522217
	Iteration 9Q: 3 clusters Score -100194 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -100251.945312 Penalty: 2491.522217
	Iteration 10Q: 3 clusters Score -100251.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -100317.187500 Penalty: 2491.522217
	Iteration 11Q: 3 clusters Score -100317.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -100393.500000 Penalty: 2491.522217
	Iteration 12Q: 3 clusters Score -100393.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -100451.843750 Penalty: 2491.522217
	Iteration 13Q: 3 clusters Score -100451.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -100502.390625 Penalty: 2491.522217
	Iteration 14Q: 3 clusters Score -100502.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -100538.000000 Penalty: 2491.522217
	Iteration 15Q: 3 clusters Score -100538 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -100566.390625 Penalty: 2491.522217
	Iteration 16Q: 3 clusters Score -100566.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -100594.445312 Penalty: 2491.522217
	Iteration 17Q: 3 clusters Score -100594.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -100611.351562 Penalty: 2491.522217
	Iteration 18Q: 3 clusters Score -100611.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -100624.531250 Penalty: 2491.522217
	Iteration 19Q: 3 clusters Score -100624.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -100632.031250 Penalty: 2491.522217
	Iteration 20F: 3 clusters Score -100632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -100637.898438 Penalty: 2491.522217
	Iteration 21Q: 3 clusters Score -100637.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -100642.789062 Penalty: 2491.522217
	Iteration 22Q: 3 clusters Score -100642.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -100648.125000 Penalty: 2491.522217
	Iteration 23Q: 3 clusters Score -100648.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -100652.484375 Penalty: 2491.522217
	Iteration 24Q: 3 clusters Score -100652.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -100653.679688 Penalty: 2491.522217
	Iteration 25Q: 3 clusters Score -100653.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -100654.398438 Penalty: 2491.522217
	Iteration 26Q: 3 clusters Score -100654.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -100654.851562 Penalty: 2491.522217
	Iteration 27Q: 3 clusters Score -100654.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -100655.226562 Penalty: 2491.522217
	Iteration 28Q: 3 clusters Score -100655.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -100655.992188 Penalty: 2491.522217
	Iteration 29Q: 3 clusters Score -100656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -100656.109375 Penalty: 2491.522217
	Iteration 30Q: 3 clusters Score -100656.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -100656.109375 Penalty: 2491.522217
	Iteration 31F: 3 clusters Score -100656.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Entering Unmasked Estep 
Score: -118985.375000 Penalty: 1255.007080
	Iteration 0F: 2 clusters Score -118985.4 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 1084 members 
Entering Unmasked Estep 
Score: -116723.273438 Penalty: 2510.014160
	Iteration 0F: 3 clusters Score -116723.3 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -117188.062500 Penalty: 2510.014160
	Iteration 1F: 3 clusters Score -117188.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -117306.117188 Penalty: 2510.014160
	Iteration 2F: 3 clusters Score -117306.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -117376.359375 Penalty: 2510.014160
	Iteration 3Q: 3 clusters Score -117376.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -117422.578125 Penalty: 2510.014160
	Iteration 4Q: 3 clusters Score -117422.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -117450.648438 Penalty: 2510.014160
	Iteration 5Q: 3 clusters Score -117450.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -117470.328125 Penalty: 2510.014160
	Iteration 6Q: 3 clusters Score -117470.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -117486.101562 Penalty: 2510.014160
	Iteration 7Q: 3 clusters Score -117486.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -117502.070312 Penalty: 2510.014160
	Iteration 8Q: 3 clusters Score -117502.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -117513.187500 Penalty: 2510.014160
	Iteration 9Q: 3 clusters Score -117513.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -117526.531250 Penalty: 2510.014160
	Iteration 10Q: 3 clusters Score -117526.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -117544.429688 Penalty: 2510.014160
	Iteration 11Q: 3 clusters Score -117544.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -117562.679688 Penalty: 2510.014160
	Iteration 12Q: 3 clusters Score -117562.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -117579.757812 Penalty: 2510.014160
	Iteration 13Q: 3 clusters Score -117579.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -117597.398438 Penalty: 2510.014160
	Iteration 14Q: 3 clusters Score -117597.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -117612.070312 Penalty: 2510.014160
	Iteration 15Q: 3 clusters Score -117612.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -117623.304688 Penalty: 2510.014160
	Iteration 16Q: 3 clusters Score -117623.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -117636.773438 Penalty: 2510.014160
	Iteration 17Q: 3 clusters Score -117636.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -117645.304688 Penalty: 2510.014160
	Iteration 18Q: 3 clusters Score -117645.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -117658.562500 Penalty: 2510.014160
	Iteration 19Q: 3 clusters Score -117658.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -117669.187500 Penalty: 2510.014160
	Iteration 20F: 3 clusters Score -117669.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -117682.257812 Penalty: 2510.014160
	Iteration 21Q: 3 clusters Score -117682.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -117694.890625 Penalty: 2510.014160
	Iteration 22Q: 3 clusters Score -117694.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -117708.687500 Penalty: 2510.014160
	Iteration 23Q: 3 clusters Score -117708.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -117726.125000 Penalty: 2510.014160
	Iteration 24Q: 3 clusters Score -117726.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -117744.085938 Penalty: 2510.014160
	Iteration 25Q: 3 clusters Score -117744.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -117754.898438 Penalty: 2510.014160
	Iteration 26Q: 3 clusters Score -117754.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -117768.953125 Penalty: 2510.014160
	Iteration 27Q: 3 clusters Score -117769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -117782.085938 Penalty: 2510.014160
	Iteration 28Q: 3 clusters Score -117782.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -117792.937500 Penalty: 2510.014160
	Iteration 29Q: 3 clusters Score -117792.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -117804.757812 Penalty: 2510.014160
	Iteration 30Q: 3 clusters Score -117804.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -117811.679688 Penalty: 2510.014160
	Iteration 31Q: 3 clusters Score -117811.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -117815.382812 Penalty: 2510.014160
	Iteration 32Q: 3 clusters Score -117815.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -117816.453125 Penalty: 2510.014160
	Iteration 33Q: 3 clusters Score -117816.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -117816.507812 Penalty: 2510.014160
	Iteration 34Q: 3 clusters Score -117816.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -117816.507812 Penalty: 2510.014160
	Iteration 35F: 3 clusters Score -117816.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (136788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136788 members 
Entering Unmasked Estep 
Score: -7129662.000000 Penalty: 1921.755371
	Iteration 0F: 2 clusters Score -7129662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68318 members 
Mstep: Class 2 contains 68470 members 
Entering Unmasked Estep 
Score: -7037943.500000 Penalty: 3843.510742
	Iteration 0F: 3 clusters Score -7037944 nChanged 66059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69541 members 
Mstep: Class 2 contains 67247 members 
Entering Unmasked Estep 
Score: -7076827.000000 Penalty: 3843.510742
	Iteration 1F: 3 clusters Score -7076827 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70164 members 
Mstep: Class 2 contains 66624 members 
Entering Unmasked Estep 
Score: -7077767.500000 Penalty: 3843.510742
	Iteration 2Q: 3 clusters Score -7077768 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71198 members 
Mstep: Class 2 contains 65590 members 
Entering Unmasked Estep 
Score: -7078890.000000 Penalty: 3843.510742
	Iteration 3Q: 3 clusters Score -7078890 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72757 members 
Mstep: Class 2 contains 64031 members 
Entering Unmasked Estep 
Score: -7080260.500000 Penalty: 3843.510742
	Iteration 4Q: 3 clusters Score -7080260 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74944 members 
Mstep: Class 2 contains 61844 members 
Entering Unmasked Estep 
Score: -7082129.000000 Penalty: 3843.510742
	Iteration 5Q: 3 clusters Score -7082129 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77805 members 
Mstep: Class 2 contains 58983 members 
Entering Unmasked Estep 
Score: -7084364.000000 Penalty: 3843.510742
	Iteration 6Q: 3 clusters Score -7084364 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81425 members 
Mstep: Class 2 contains 55363 members 
Entering Unmasked Estep 
Score: -7086905.000000 Penalty: 3843.510742
	Iteration 7Q: 3 clusters Score -7086905 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86093 members 
Mstep: Class 2 contains 50695 members 
Entering Unmasked Estep 
Score: -7089943.500000 Penalty: 3843.510742
	Iteration 8Q: 3 clusters Score -7089944 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92098 members 
Mstep: Class 2 contains 44690 members 
Entering Unmasked Estep 
Score: -7093779.000000 Penalty: 3843.510742
	Iteration 9F: 3 clusters Score -7093779 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99274 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -7098602.000000 Penalty: 3843.510742
	Iteration 10F: 3 clusters Score -7098602 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107108 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -7104249.000000 Penalty: 3843.510742
	Iteration 11F: 3 clusters Score -7104249 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115056 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -7110596.000000 Penalty: 3843.510742
	Iteration 12F: 3 clusters Score -7110596 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122259 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -7116613.500000 Penalty: 3843.510742
	Iteration 13F: 3 clusters Score -7116614 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127920 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -7121484.500000 Penalty: 3843.510742
	Iteration 14Q: 3 clusters Score -7121484 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131671 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -7124587.500000 Penalty: 3843.510742
	Iteration 15Q: 3 clusters Score -7124588 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133752 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -7126274.000000 Penalty: 3843.510742
	Iteration 16Q: 3 clusters Score -7126274 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134861 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -7127064.000000 Penalty: 3843.510742
	Iteration 17Q: 3 clusters Score -7127064 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135426 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -7127460.500000 Penalty: 3843.510742
	Iteration 18Q: 3 clusters Score -7127460 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135742 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -7127674.000000 Penalty: 3843.510742
	Iteration 19Q: 3 clusters Score -7127674 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135904 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -7127777.500000 Penalty: 3843.510742
	Iteration 20F: 3 clusters Score -7127778 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135997 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -7127845.500000 Penalty: 3843.510742
	Iteration 21Q: 3 clusters Score -7127846 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136047 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -7127897.000000 Penalty: 3843.510742
	Iteration 22Q: 3 clusters Score -7127897 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136086 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -7127923.000000 Penalty: 3843.510742
	Iteration 23Q: 3 clusters Score -7127923 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136121 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -7127958.000000 Penalty: 3843.510742
	Iteration 24Q: 3 clusters Score -7127958 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136143 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -7127998.000000 Penalty: 3843.510742
	Iteration 25Q: 3 clusters Score -7127998 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136152 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -7128010.000000 Penalty: 3843.510742
	Iteration 26Q: 3 clusters Score -7128010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136168 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -7128013.000000 Penalty: 3843.510742
	Iteration 27Q: 3 clusters Score -7128013 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136175 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7128023.000000 Penalty: 3843.510742
	Iteration 28Q: 3 clusters Score -7128023 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136181 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7128040.000000 Penalty: 3843.510742
	Iteration 29Q: 3 clusters Score -7128040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136185 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -7128043.500000 Penalty: 3843.510742
	Iteration 30Q: 3 clusters Score -7128044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136187 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -7128050.000000 Penalty: 3843.510742
	Iteration 31Q: 3 clusters Score -7128050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136186 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -7128053.500000 Penalty: 3843.510742
	Iteration 32Q: 3 clusters Score -7128054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136182 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -7128058.500000 Penalty: 3843.510742
	Iteration 33Q: 3 clusters Score -7128058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136185 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -7128054.000000 Penalty: 3843.510742
	Iteration 34Q: 3 clusters Score -7128054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136186 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -7128057.000000 Penalty: 3843.510742
	Iteration 35Q: 3 clusters Score -7128057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136188 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -7128058.500000 Penalty: 3843.510742
	Iteration 36Q: 3 clusters Score -7128058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136187 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -7128058.500000 Penalty: 3843.510742
	Iteration 37Q: 3 clusters Score -7128058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136187 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -7128058.500000 Penalty: 3843.510742
	Iteration 38F: 3 clusters Score -7128058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 3 contains 10114 members 
Mstep: Class 4 contains 10331 members 
Mstep: Class 5 contains 3711 members 
Mstep: Class 6 contains 4040 members 
Mstep: Class 7 contains 2213 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 7873 members 
Mstep: Class 11 contains 11598 members 
Mstep: Class 12 contains 26542 members 
Mstep: Class 13 contains 39368 members 
Mstep: Class 14 contains 173867 members 
Mstep: Class 15 contains 12096 members 
Mstep: Class 16 contains 2135 members 
Mstep: Class 19 contains 2260 members 
Mstep: Class 20 contains 136788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147172.000000 Penalty: 33916.507812
Iteration 239Q: 17 clusters Score -2.314717e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 3 contains 10119 members 
Mstep: Class 4 contains 10339 members 
Mstep: Class 5 contains 3698 members 
Mstep: Class 6 contains 4037 members 
Mstep: Class 7 contains 2217 members 
Mstep: Class 8 contains 4263 members 
Mstep: Class 9 contains 7868 members 
Mstep: Class 11 contains 11524 members 
Mstep: Class 12 contains 26511 members 
Mstep: Class 13 contains 39342 members 
Mstep: Class 14 contains 174199 members 
Mstep: Class 15 contains 12107 members 
Mstep: Class 16 contains 2138 members 
Mstep: Class 19 contains 2259 members 
Mstep: Class 20 contains 136590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147170.000000 Penalty: 33916.507812
Iteration 240F: 17 clusters Score -2.314717e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 3 contains 10120 members 
Mstep: Class 4 contains 10349 members 
Mstep: Class 5 contains 3691 members 
Mstep: Class 6 contains 4030 members 
Mstep: Class 7 contains 2221 members 
Mstep: Class 8 contains 4264 members 
Mstep: Class 9 contains 7860 members 
Mstep: Class 11 contains 11453 members 
Mstep: Class 12 contains 26474 members 
Mstep: Class 13 contains 39316 members 
Mstep: Class 14 contains 174519 members 
Mstep: Class 15 contains 12129 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 19 contains 2256 members 
Mstep: Class 20 contains 136400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147272.000000 Penalty: 33916.507812
Iteration 241Q: 17 clusters Score -2.314727e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 3 contains 10121 members 
Mstep: Class 4 contains 10361 members 
Mstep: Class 5 contains 3680 members 
Mstep: Class 6 contains 4024 members 
Mstep: Class 7 contains 2224 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 7855 members 
Mstep: Class 11 contains 11393 members 
Mstep: Class 12 contains 26401 members 
Mstep: Class 13 contains 39285 members 
Mstep: Class 14 contains 174871 members 
Mstep: Class 15 contains 12146 members 
Mstep: Class 16 contains 2138 members 
Mstep: Class 19 contains 2256 members 
Mstep: Class 20 contains 136211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147252.000000 Penalty: 33916.507812
Iteration 242Q: 17 clusters Score -2.314725e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 3 contains 10125 members 
Mstep: Class 4 contains 10377 members 
Mstep: Class 5 contains 3672 members 
Mstep: Class 6 contains 4014 members 
Mstep: Class 7 contains 2226 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 7849 members 
Mstep: Class 11 contains 11336 members 
Mstep: Class 12 contains 26352 members 
Mstep: Class 13 contains 39268 members 
Mstep: Class 14 contains 175177 members 
Mstep: Class 15 contains 12163 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 19 contains 2254 members 
Mstep: Class 20 contains 136020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147266.000000 Penalty: 33916.507812
Iteration 243Q: 17 clusters Score -2.314727e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 3 contains 10131 members 
Mstep: Class 4 contains 10384 members 
Mstep: Class 5 contains 3667 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 2229 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 7841 members 
Mstep: Class 11 contains 11296 members 
Mstep: Class 12 contains 26299 members 
Mstep: Class 13 contains 39234 members 
Mstep: Class 14 contains 175472 members 
Mstep: Class 15 contains 12189 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 19 contains 2253 members 
Mstep: Class 20 contains 135838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147362.000000 Penalty: 33916.507812
Iteration 244Q: 17 clusters Score -2.314736e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 3 contains 10134 members 
Mstep: Class 4 contains 10400 members 
Mstep: Class 5 contains 3657 members 
Mstep: Class 6 contains 4000 members 
Mstep: Class 7 contains 2232 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 7829 members 
Mstep: Class 11 contains 11259 members 
Mstep: Class 12 contains 26236 members 
Mstep: Class 13 contains 39206 members 
Mstep: Class 14 contains 175778 members 
Mstep: Class 15 contains 12210 members 
Mstep: Class 16 contains 2141 members 
Mstep: Class 19 contains 2253 members 
Mstep: Class 20 contains 135648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147404.000000 Penalty: 33916.507812
Iteration 245Q: 17 clusters Score -2.31474e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 3 contains 10137 members 
Mstep: Class 4 contains 10422 members 
Mstep: Class 5 contains 3651 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 2234 members 
Mstep: Class 8 contains 4264 members 
Mstep: Class 9 contains 7818 members 
Mstep: Class 11 contains 11227 members 
Mstep: Class 12 contains 26181 members 
Mstep: Class 13 contains 39176 members 
Mstep: Class 14 contains 176098 members 
Mstep: Class 15 contains 12229 members 
Mstep: Class 16 contains 2142 members 
Mstep: Class 19 contains 2253 members 
Mstep: Class 20 contains 135431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147466.000000 Penalty: 33916.507812
Iteration 246Q: 17 clusters Score -2.314747e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 3 contains 10138 members 
Mstep: Class 4 contains 10445 members 
Mstep: Class 5 contains 3645 members 
Mstep: Class 6 contains 3985 members 
Mstep: Class 7 contains 2240 members 
Mstep: Class 8 contains 4264 members 
Mstep: Class 9 contains 7810 members 
Mstep: Class 11 contains 11202 members 
Mstep: Class 12 contains 26127 members 
Mstep: Class 13 contains 39129 members 
Mstep: Class 14 contains 176435 members 
Mstep: Class 15 contains 12251 members 
Mstep: Class 16 contains 2142 members 
Mstep: Class 19 contains 2252 members 
Mstep: Class 20 contains 135204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147402.000000 Penalty: 33916.507812
Iteration 247Q: 17 clusters Score -2.31474e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 3 contains 10143 members 
Mstep: Class 4 contains 10457 members 
Mstep: Class 5 contains 3632 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 2241 members 
Mstep: Class 8 contains 4264 members 
Mstep: Class 9 contains 7800 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 26062 members 
Mstep: Class 13 contains 39090 members 
Mstep: Class 14 contains 176793 members 
Mstep: Class 15 contains 12273 members 
Mstep: Class 16 contains 2142 members 
Mstep: Class 19 contains 2248 members 
Mstep: Class 20 contains 134983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147438.000000 Penalty: 33916.507812
Iteration 248Q: 17 clusters Score -2.314744e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 3 contains 10143 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 3625 members 
Mstep: Class 6 contains 3978 members 
Mstep: Class 7 contains 2247 members 
Mstep: Class 8 contains 4262 members 
Mstep: Class 9 contains 7794 members 
Mstep: Class 11 contains 11155 members 
Mstep: Class 12 contains 25974 members 
Mstep: Class 13 contains 39043 members 
Mstep: Class 14 contains 177146 members 
Mstep: Class 15 contains 12289 members 
Mstep: Class 16 contains 2142 members 
Mstep: Class 19 contains 2247 members 
Mstep: Class 20 contains 134801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147416.000000 Penalty: 33916.507812
Iteration 249Q: 17 clusters Score -2.314742e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 3 contains 10145 members 
Mstep: Class 4 contains 10469 members 
Mstep: Class 5 contains 3616 members 
Mstep: Class 6 contains 3976 members 
Mstep: Class 7 contains 2248 members 
Mstep: Class 8 contains 4263 members 
Mstep: Class 9 contains 7786 members 
Mstep: Class 11 contains 11133 members 
Mstep: Class 12 contains 25873 members 
Mstep: Class 13 contains 38999 members 
Mstep: Class 14 contains 177539 members 
Mstep: Class 15 contains 12295 members 
Mstep: Class 16 contains 2142 members 
Mstep: Class 19 contains 2243 members 
Mstep: Class 20 contains 134611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147434.000000 Penalty: 33916.507812
Iteration 250Q: 17 clusters Score -2.314743e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 3 contains 10145 members 
Mstep: Class 4 contains 10475 members 
Mstep: Class 5 contains 3611 members 
Mstep: Class 6 contains 3976 members 
Mstep: Class 7 contains 2253 members 
Mstep: Class 8 contains 4262 members 
Mstep: Class 9 contains 7774 members 
Mstep: Class 11 contains 11113 members 
Mstep: Class 12 contains 25771 members 
Mstep: Class 13 contains 38954 members 
Mstep: Class 14 contains 177938 members 
Mstep: Class 15 contains 12295 members 
Mstep: Class 16 contains 2141 members 
Mstep: Class 19 contains 2236 members 
Mstep: Class 20 contains 134421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147494.000000 Penalty: 33916.507812
Iteration 251Q: 17 clusters Score -2.314749e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 3 contains 10145 members 
Mstep: Class 4 contains 10475 members 
Mstep: Class 5 contains 3595 members 
Mstep: Class 6 contains 3972 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 4262 members 
Mstep: Class 9 contains 7760 members 
Mstep: Class 11 contains 11086 members 
Mstep: Class 12 contains 25665 members 
Mstep: Class 13 contains 38901 members 
Mstep: Class 14 contains 178375 members 
Mstep: Class 15 contains 12295 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 19 contains 2236 members 
Mstep: Class 20 contains 134218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147548.000000 Penalty: 33916.507812
Iteration 252Q: 17 clusters Score -2.314755e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 3 contains 10142 members 
Mstep: Class 4 contains 10485 members 
Mstep: Class 5 contains 3584 members 
Mstep: Class 6 contains 3967 members 
Mstep: Class 7 contains 2257 members 
Mstep: Class 8 contains 4257 members 
Mstep: Class 9 contains 7746 members 
Mstep: Class 11 contains 11052 members 
Mstep: Class 12 contains 25563 members 
Mstep: Class 13 contains 38852 members 
Mstep: Class 14 contains 178803 members 
Mstep: Class 15 contains 12300 members 
Mstep: Class 16 contains 2145 members 
Mstep: Class 19 contains 2239 members 
Mstep: Class 20 contains 134011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147588.000000 Penalty: 33916.507812
Iteration 253Q: 17 clusters Score -2.314759e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 3 contains 10139 members 
Mstep: Class 4 contains 10486 members 
Mstep: Class 5 contains 3580 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 2259 members 
Mstep: Class 8 contains 4257 members 
Mstep: Class 9 contains 7735 members 
Mstep: Class 11 contains 11015 members 
Mstep: Class 12 contains 25472 members 
Mstep: Class 13 contains 38802 members 
Mstep: Class 14 contains 179226 members 
Mstep: Class 15 contains 12304 members 
Mstep: Class 16 contains 2149 members 
Mstep: Class 19 contains 2238 members 
Mstep: Class 20 contains 133804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147634.000000 Penalty: 33916.507812
Iteration 254Q: 17 clusters Score -2.314763e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 3 contains 10139 members 
Mstep: Class 4 contains 10486 members 
Mstep: Class 5 contains 3570 members 
Mstep: Class 6 contains 3945 members 
Mstep: Class 7 contains 2262 members 
Mstep: Class 8 contains 4257 members 
Mstep: Class 9 contains 7727 members 
Mstep: Class 11 contains 10980 members 
Mstep: Class 12 contains 25378 members 
Mstep: Class 13 contains 38764 members 
Mstep: Class 14 contains 179652 members 
Mstep: Class 15 contains 12310 members 
Mstep: Class 16 contains 2151 members 
Mstep: Class 19 contains 2234 members 
Mstep: Class 20 contains 133589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147620.000000 Penalty: 33916.507812
Iteration 255Q: 17 clusters Score -2.314762e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 3 contains 10144 members 
Mstep: Class 4 contains 10490 members 
Mstep: Class 5 contains 3564 members 
Mstep: Class 6 contains 3936 members 
Mstep: Class 7 contains 2264 members 
Mstep: Class 8 contains 4257 members 
Mstep: Class 9 contains 7717 members 
Mstep: Class 11 contains 10935 members 
Mstep: Class 12 contains 25280 members 
Mstep: Class 13 contains 38724 members 
Mstep: Class 14 contains 180060 members 
Mstep: Class 15 contains 12323 members 
Mstep: Class 16 contains 2153 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 133383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147716.000000 Penalty: 33916.507812
Iteration 256Q: 17 clusters Score -2.314772e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 3 contains 10145 members 
Mstep: Class 4 contains 10493 members 
Mstep: Class 5 contains 3559 members 
Mstep: Class 6 contains 3925 members 
Mstep: Class 7 contains 2267 members 
Mstep: Class 8 contains 4255 members 
Mstep: Class 9 contains 7704 members 
Mstep: Class 11 contains 10891 members 
Mstep: Class 12 contains 25177 members 
Mstep: Class 13 contains 38682 members 
Mstep: Class 14 contains 180481 members 
Mstep: Class 15 contains 12333 members 
Mstep: Class 16 contains 2157 members 
Mstep: Class 19 contains 2229 members 
Mstep: Class 20 contains 133180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147754.000000 Penalty: 33916.507812
Iteration 257Q: 17 clusters Score -2.314775e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 3 contains 10145 members 
Mstep: Class 4 contains 10500 members 
Mstep: Class 5 contains 3557 members 
Mstep: Class 6 contains 3917 members 
Mstep: Class 7 contains 2268 members 
Mstep: Class 8 contains 4254 members 
Mstep: Class 9 contains 7689 members 
Mstep: Class 11 contains 10847 members 
Mstep: Class 12 contains 25073 members 
Mstep: Class 13 contains 38639 members 
Mstep: Class 14 contains 180904 members 
Mstep: Class 15 contains 12348 members 
Mstep: Class 16 contains 2163 members 
Mstep: Class 19 contains 2228 members 
Mstep: Class 20 contains 132970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147842.000000 Penalty: 33916.507812
Iteration 258Q: 17 clusters Score -2.314784e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 3 contains 10148 members 
Mstep: Class 4 contains 10512 members 
Mstep: Class 5 contains 3559 members 
Mstep: Class 6 contains 3906 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 4252 members 
Mstep: Class 9 contains 7671 members 
Mstep: Class 11 contains 10803 members 
Mstep: Class 12 contains 24943 members 
Mstep: Class 13 contains 38583 members 
Mstep: Class 14 contains 181364 members 
Mstep: Class 15 contains 12364 members 
Mstep: Class 16 contains 2167 members 
Mstep: Class 19 contains 2229 members 
Mstep: Class 20 contains 132752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147788.000000 Penalty: 33916.507812
Iteration 259Q: 17 clusters Score -2.314779e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 3 contains 10154 members 
Mstep: Class 4 contains 10521 members 
Mstep: Class 5 contains 3558 members 
Mstep: Class 6 contains 3889 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 4253 members 
Mstep: Class 9 contains 7649 members 
Mstep: Class 11 contains 10757 members 
Mstep: Class 12 contains 24824 members 
Mstep: Class 13 contains 38519 members 
Mstep: Class 14 contains 181833 members 
Mstep: Class 15 contains 12376 members 
Mstep: Class 16 contains 2170 members 
Mstep: Class 19 contains 2227 members 
Mstep: Class 20 contains 132546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147806.000000 Penalty: 33916.507812
Iteration 260F: 17 clusters Score -2.314781e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 3 contains 10157 members 
Mstep: Class 4 contains 10532 members 
Mstep: Class 5 contains 3556 members 
Mstep: Class 6 contains 3876 members 
Mstep: Class 7 contains 2268 members 
Mstep: Class 8 contains 4255 members 
Mstep: Class 9 contains 7631 members 
Mstep: Class 11 contains 10714 members 
Mstep: Class 12 contains 24700 members 
Mstep: Class 13 contains 38469 members 
Mstep: Class 14 contains 182275 members 
Mstep: Class 15 contains 12387 members 
Mstep: Class 16 contains 2177 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 132346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147804.000000 Penalty: 33916.507812
Iteration 261Q: 17 clusters Score -2.31478e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 3 contains 10160 members 
Mstep: Class 4 contains 10547 members 
Mstep: Class 5 contains 3554 members 
Mstep: Class 6 contains 3863 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 4258 members 
Mstep: Class 9 contains 7617 members 
Mstep: Class 11 contains 10668 members 
Mstep: Class 12 contains 24585 members 
Mstep: Class 13 contains 38429 members 
Mstep: Class 14 contains 182717 members 
Mstep: Class 15 contains 12393 members 
Mstep: Class 16 contains 2181 members 
Mstep: Class 19 contains 2220 members 
Mstep: Class 20 contains 132131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147764.000000 Penalty: 33916.507812
Iteration 262Q: 17 clusters Score -2.314776e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 3 contains 10162 members 
Mstep: Class 4 contains 10566 members 
Mstep: Class 5 contains 3551 members 
Mstep: Class 6 contains 3851 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 4257 members 
Mstep: Class 9 contains 7604 members 
Mstep: Class 11 contains 10630 members 
Mstep: Class 12 contains 24454 members 
Mstep: Class 13 contains 38387 members 
Mstep: Class 14 contains 183141 members 
Mstep: Class 15 contains 12404 members 
Mstep: Class 16 contains 2181 members 
Mstep: Class 19 contains 2215 members 
Mstep: Class 20 contains 131945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147772.000000 Penalty: 33916.507812
Iteration 263Q: 17 clusters Score -2.314777e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 3 contains 10162 members 
Mstep: Class 4 contains 10579 members 
Mstep: Class 5 contains 3552 members 
Mstep: Class 6 contains 3836 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 4252 members 
Mstep: Class 9 contains 7584 members 
Mstep: Class 11 contains 10594 members 
Mstep: Class 12 contains 24335 members 
Mstep: Class 13 contains 38352 members 
Mstep: Class 14 contains 183548 members 
Mstep: Class 15 contains 12418 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 19 contains 2213 members 
Mstep: Class 20 contains 131762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147836.000000 Penalty: 33916.507812
Iteration 264Q: 17 clusters Score -2.314784e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 3 contains 10161 members 
Mstep: Class 4 contains 10586 members 
Mstep: Class 5 contains 3549 members 
Mstep: Class 6 contains 3824 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 4249 members 
Mstep: Class 9 contains 7567 members 
Mstep: Class 11 contains 10558 members 
Mstep: Class 12 contains 24202 members 
Mstep: Class 13 contains 38317 members 
Mstep: Class 14 contains 183979 members 
Mstep: Class 15 contains 12426 members 
Mstep: Class 16 contains 2190 members 
Mstep: Class 19 contains 2212 members 
Mstep: Class 20 contains 131571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147834.000000 Penalty: 33916.507812
Iteration 265Q: 17 clusters Score -2.314783e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 3 contains 10161 members 
Mstep: Class 4 contains 10594 members 
Mstep: Class 5 contains 3549 members 
Mstep: Class 6 contains 3812 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 4246 members 
Mstep: Class 9 contains 7553 members 
Mstep: Class 11 contains 10520 members 
Mstep: Class 12 contains 24066 members 
Mstep: Class 13 contains 38279 members 
Mstep: Class 14 contains 184447 members 
Mstep: Class 15 contains 12436 members 
Mstep: Class 16 contains 2197 members 
Mstep: Class 19 contains 2210 members 
Mstep: Class 20 contains 131344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147876.000000 Penalty: 33916.507812
Iteration 266Q: 17 clusters Score -2.314788e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 3 contains 10163 members 
Mstep: Class 4 contains 10602 members 
Mstep: Class 5 contains 3548 members 
Mstep: Class 6 contains 3805 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 4242 members 
Mstep: Class 9 contains 7542 members 
Mstep: Class 11 contains 10489 members 
Mstep: Class 12 contains 23933 members 
Mstep: Class 13 contains 38244 members 
Mstep: Class 14 contains 184913 members 
Mstep: Class 15 contains 12438 members 
Mstep: Class 16 contains 2205 members 
Mstep: Class 19 contains 2206 members 
Mstep: Class 20 contains 131110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147880.000000 Penalty: 33916.507812
Iteration 267Q: 17 clusters Score -2.314788e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 3 contains 10168 members 
Mstep: Class 4 contains 10610 members 
Mstep: Class 5 contains 3546 members 
Mstep: Class 6 contains 3796 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 4247 members 
Mstep: Class 9 contains 7531 members 
Mstep: Class 11 contains 10456 members 
Mstep: Class 12 contains 23809 members 
Mstep: Class 13 contains 38201 members 
Mstep: Class 14 contains 185332 members 
Mstep: Class 15 contains 12447 members 
Mstep: Class 16 contains 2212 members 
Mstep: Class 19 contains 2205 members 
Mstep: Class 20 contains 130903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147910.000000 Penalty: 33916.507812
Iteration 268Q: 17 clusters Score -2.314791e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 3 contains 10178 members 
Mstep: Class 4 contains 10627 members 
Mstep: Class 5 contains 3545 members 
Mstep: Class 6 contains 3790 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 4247 members 
Mstep: Class 9 contains 7517 members 
Mstep: Class 11 contains 10424 members 
Mstep: Class 12 contains 23672 members 
Mstep: Class 13 contains 38157 members 
Mstep: Class 14 contains 185752 members 
Mstep: Class 15 contains 12458 members 
Mstep: Class 16 contains 2211 members 
Mstep: Class 19 contains 2202 members 
Mstep: Class 20 contains 130710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147864.000000 Penalty: 33916.507812
Iteration 269Q: 17 clusters Score -2.314786e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 3 contains 10186 members 
Mstep: Class 4 contains 10640 members 
Mstep: Class 5 contains 3544 members 
Mstep: Class 6 contains 3784 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 4248 members 
Mstep: Class 9 contains 7507 members 
Mstep: Class 11 contains 10387 members 
Mstep: Class 12 contains 23513 members 
Mstep: Class 13 contains 38115 members 
Mstep: Class 14 contains 186207 members 
Mstep: Class 15 contains 12458 members 
Mstep: Class 16 contains 2211 members 
Mstep: Class 19 contains 2201 members 
Mstep: Class 20 contains 130510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147932.000000 Penalty: 33916.507812
Iteration 270Q: 17 clusters Score -2.314793e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 3 contains 10191 members 
Mstep: Class 4 contains 10670 members 
Mstep: Class 5 contains 3539 members 
Mstep: Class 6 contains 3777 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 4249 members 
Mstep: Class 9 contains 7488 members 
Mstep: Class 11 contains 10356 members 
Mstep: Class 12 contains 23339 members 
Mstep: Class 13 contains 38076 members 
Mstep: Class 14 contains 186673 members 
Mstep: Class 15 contains 12456 members 
Mstep: Class 16 contains 2212 members 
Mstep: Class 19 contains 2199 members 
Mstep: Class 20 contains 130312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147920.000000 Penalty: 33916.507812
Iteration 271Q: 17 clusters Score -2.314792e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 3 contains 10199 members 
Mstep: Class 4 contains 10699 members 
Mstep: Class 5 contains 3536 members 
Mstep: Class 6 contains 3771 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 4250 members 
Mstep: Class 9 contains 7469 members 
Mstep: Class 11 contains 10335 members 
Mstep: Class 12 contains 23158 members 
Mstep: Class 13 contains 38023 members 
Mstep: Class 14 contains 187171 members 
Mstep: Class 15 contains 12460 members 
Mstep: Class 16 contains 2213 members 
Mstep: Class 19 contains 2196 members 
Mstep: Class 20 contains 130072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147976.000000 Penalty: 33916.507812
Iteration 272Q: 17 clusters Score -2.314798e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 3 contains 10207 members 
Mstep: Class 4 contains 10730 members 
Mstep: Class 5 contains 3531 members 
Mstep: Class 6 contains 3767 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 4251 members 
Mstep: Class 9 contains 7451 members 
Mstep: Class 11 contains 10315 members 
Mstep: Class 12 contains 22959 members 
Mstep: Class 13 contains 37984 members 
Mstep: Class 14 contains 187666 members 
Mstep: Class 15 contains 12458 members 
Mstep: Class 16 contains 2214 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 129838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148064.000000 Penalty: 33916.507812
Iteration 273Q: 17 clusters Score -2.314806e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 3 contains 10214 members 
Mstep: Class 4 contains 10761 members 
Mstep: Class 5 contains 3527 members 
Mstep: Class 6 contains 3762 members 
Mstep: Class 7 contains 2268 members 
Mstep: Class 8 contains 4250 members 
Mstep: Class 9 contains 7431 members 
Mstep: Class 11 contains 10295 members 
Mstep: Class 12 contains 22758 members 
Mstep: Class 13 contains 37945 members 
Mstep: Class 14 contains 188165 members 
Mstep: Class 15 contains 12458 members 
Mstep: Class 16 contains 2217 members 
Mstep: Class 19 contains 2191 members 
Mstep: Class 20 contains 129599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147998.000000 Penalty: 33916.507812
Iteration 274Q: 17 clusters Score -2.3148e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 3 contains 10227 members 
Mstep: Class 4 contains 10782 members 
Mstep: Class 5 contains 3525 members 
Mstep: Class 6 contains 3757 members 
Mstep: Class 7 contains 2265 members 
Mstep: Class 8 contains 4252 members 
Mstep: Class 9 contains 7413 members 
Mstep: Class 11 contains 10281 members 
Mstep: Class 12 contains 22572 members 
Mstep: Class 13 contains 37900 members 
Mstep: Class 14 contains 188703 members 
Mstep: Class 15 contains 12465 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 19 contains 2187 members 
Mstep: Class 20 contains 129309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148008.000000 Penalty: 33916.507812
Iteration 275Q: 17 clusters Score -2.314801e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 3 contains 10238 members 
Mstep: Class 4 contains 10807 members 
Mstep: Class 5 contains 3520 members 
Mstep: Class 6 contains 3747 members 
Mstep: Class 7 contains 2264 members 
Mstep: Class 8 contains 4251 members 
Mstep: Class 9 contains 7394 members 
Mstep: Class 11 contains 10263 members 
Mstep: Class 12 contains 22381 members 
Mstep: Class 13 contains 37859 members 
Mstep: Class 14 contains 189259 members 
Mstep: Class 15 contains 12467 members 
Mstep: Class 16 contains 2225 members 
Mstep: Class 19 contains 2186 members 
Mstep: Class 20 contains 129020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148058.000000 Penalty: 33916.507812
Iteration 276Q: 17 clusters Score -2.314806e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 3 contains 10242 members 
Mstep: Class 4 contains 10846 members 
Mstep: Class 5 contains 3520 members 
Mstep: Class 6 contains 3737 members 
Mstep: Class 7 contains 2264 members 
Mstep: Class 8 contains 4251 members 
Mstep: Class 9 contains 7380 members 
Mstep: Class 11 contains 10241 members 
Mstep: Class 12 contains 22179 members 
Mstep: Class 13 contains 37821 members 
Mstep: Class 14 contains 189861 members 
Mstep: Class 15 contains 12470 members 
Mstep: Class 16 contains 2228 members 
Mstep: Class 19 contains 2185 members 
Mstep: Class 20 contains 128678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148012.000000 Penalty: 33916.507812
Iteration 277Q: 17 clusters Score -2.314801e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 3 contains 10247 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 3517 members 
Mstep: Class 6 contains 3726 members 
Mstep: Class 7 contains 2262 members 
Mstep: Class 8 contains 4250 members 
Mstep: Class 9 contains 7359 members 
Mstep: Class 11 contains 10227 members 
Mstep: Class 12 contains 21985 members 
Mstep: Class 13 contains 37787 members 
Mstep: Class 14 contains 190441 members 
Mstep: Class 15 contains 12473 members 
Mstep: Class 16 contains 2232 members 
Mstep: Class 19 contains 2186 members 
Mstep: Class 20 contains 128353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148026.000000 Penalty: 33916.507812
Iteration 278Q: 17 clusters Score -2.314803e+07 nChanged 762
Entering ConstructFrom: 
Score: -23148026.000000 Penalty: 33916.507812
Entering ConstructFrom: 
Trying to split cluster 1 (14742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Entering Unmasked Estep 
Score: -796343.812500 Penalty: 1559.749023
	Iteration 0F: 2 clusters Score -796343.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -785992.250000 Penalty: 3119.498047
	Iteration 0F: 3 clusters Score -785992.2 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -789677.937500 Penalty: 3119.498047
	Iteration 1F: 3 clusters Score -789677.9 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -790114.125000 Penalty: 3119.498047
	Iteration 2F: 3 clusters Score -790114.1 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -790646.000000 Penalty: 3119.498047
	Iteration 3F: 3 clusters Score -790646 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -791355.000000 Penalty: 3119.498047
	Iteration 4F: 3 clusters Score -791355 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -792165.000000 Penalty: 3119.498047
	Iteration 5F: 3 clusters Score -792165 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -793001.250000 Penalty: 3119.498047
	Iteration 6F: 3 clusters Score -793001.2 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -793727.312500 Penalty: 3119.498047
	Iteration 7F: 3 clusters Score -793727.3 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -794189.187500 Penalty: 3119.498047
	Iteration 8Q: 3 clusters Score -794189.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -794495.187500 Penalty: 3119.498047
	Iteration 9Q: 3 clusters Score -794495.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -794684.875000 Penalty: 3119.498047
	Iteration 10Q: 3 clusters Score -794684.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -794810.000000 Penalty: 3119.498047
	Iteration 11Q: 3 clusters Score -794810 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -794868.187500 Penalty: 3119.498047
	Iteration 12Q: 3 clusters Score -794868.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -794909.250000 Penalty: 3119.498047
	Iteration 13Q: 3 clusters Score -794909.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -794937.562500 Penalty: 3119.498047
	Iteration 14Q: 3 clusters Score -794937.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -794956.625000 Penalty: 3119.498047
	Iteration 15Q: 3 clusters Score -794956.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -794975.750000 Penalty: 3119.498047
	Iteration 16Q: 3 clusters Score -794975.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -794993.250000 Penalty: 3119.498047
	Iteration 17Q: 3 clusters Score -794993.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -795004.687500 Penalty: 3119.498047
	Iteration 18Q: 3 clusters Score -795004.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -795006.812500 Penalty: 3119.498047
	Iteration 19Q: 3 clusters Score -795006.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -795008.875000 Penalty: 3119.498047
	Iteration 20F: 3 clusters Score -795008.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -795007.625000 Penalty: 3119.498047
	Iteration 21Q: 3 clusters Score -795007.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -795007.625000 Penalty: 3119.498047
	Iteration 22F: 3 clusters Score -795007.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Entering Unmasked Estep 
Score: -502363.062500 Penalty: 1500.708618
	Iteration 0F: 2 clusters Score -502363.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -495179.187500 Penalty: 3001.417236
	Iteration 0F: 3 clusters Score -495179.2 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -498096.031250 Penalty: 3001.417236
	Iteration 1F: 3 clusters Score -498096 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -499086.375000 Penalty: 3001.417236
	Iteration 2F: 3 clusters Score -499086.4 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -500068.093750 Penalty: 3001.417236
	Iteration 3F: 3 clusters Score -500068.1 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -500939.906250 Penalty: 3001.417236
	Iteration 4F: 3 clusters Score -500939.9 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -501636.781250 Penalty: 3001.417236
	Iteration 5F: 3 clusters Score -501636.8 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -502076.125000 Penalty: 3001.417236
	Iteration 6F: 3 clusters Score -502076.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -502291.218750 Penalty: 3001.417236
	Iteration 7Q: 3 clusters Score -502291.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -502404.375000 Penalty: 3001.417236
	Iteration 8Q: 3 clusters Score -502404.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -502466.906250 Penalty: 3001.417236
	Iteration 9Q: 3 clusters Score -502466.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -502521.968750 Penalty: 3001.417236
	Iteration 10Q: 3 clusters Score -502522 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -502561.531250 Penalty: 3001.417236
	Iteration 11Q: 3 clusters Score -502561.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -502594.093750 Penalty: 3001.417236
	Iteration 12Q: 3 clusters Score -502594.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -502630.093750 Penalty: 3001.417236
	Iteration 13Q: 3 clusters Score -502630.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -502659.593750 Penalty: 3001.417236
	Iteration 14Q: 3 clusters Score -502659.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -502685.843750 Penalty: 3001.417236
	Iteration 15Q: 3 clusters Score -502685.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -502705.718750 Penalty: 3001.417236
	Iteration 16Q: 3 clusters Score -502705.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -502716.750000 Penalty: 3001.417236
	Iteration 17Q: 3 clusters Score -502716.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -502725.562500 Penalty: 3001.417236
	Iteration 18Q: 3 clusters Score -502725.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -502732.250000 Penalty: 3001.417236
	Iteration 19Q: 3 clusters Score -502732.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -502738.250000 Penalty: 3001.417236
	Iteration 20F: 3 clusters Score -502738.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -502746.062500 Penalty: 3001.417236
	Iteration 21Q: 3 clusters Score -502746.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -502749.875000 Penalty: 3001.417236
	Iteration 22Q: 3 clusters Score -502749.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -502756.562500 Penalty: 3001.417236
	Iteration 23Q: 3 clusters Score -502756.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -502762.875000 Penalty: 3001.417236
	Iteration 24Q: 3 clusters Score -502762.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -502765.062500 Penalty: 3001.417236
	Iteration 25Q: 3 clusters Score -502765.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -502766.718750 Penalty: 3001.417236
	Iteration 26Q: 3 clusters Score -502766.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -502769.812500 Penalty: 3001.417236
	Iteration 27Q: 3 clusters Score -502769.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -502772.968750 Penalty: 3001.417236
	Iteration 28Q: 3 clusters Score -502773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -502774.500000 Penalty: 3001.417236
	Iteration 29Q: 3 clusters Score -502774.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -502776.031250 Penalty: 3001.417236
	Iteration 30Q: 3 clusters Score -502776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -502776.437500 Penalty: 3001.417236
	Iteration 31Q: 3 clusters Score -502776.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -502785.718750 Penalty: 3001.417236
	Iteration 32Q: 3 clusters Score -502785.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -502794.000000 Penalty: 3001.417236
	Iteration 33Q: 3 clusters Score -502794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -502796.812500 Penalty: 3001.417236
	Iteration 34Q: 3 clusters Score -502796.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -502798.875000 Penalty: 3001.417236
	Iteration 35Q: 3 clusters Score -502798.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -502800.375000 Penalty: 3001.417236
	Iteration 36Q: 3 clusters Score -502800.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -502801.156250 Penalty: 3001.417236
	Iteration 37Q: 3 clusters Score -502801.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -502801.156250 Penalty: 3001.417236
	Iteration 38F: 3 clusters Score -502801.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 9109 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 10924 members 
Mstep: Class 5 contains 3515 members 
Mstep: Class 6 contains 3716 members 
Mstep: Class 7 contains 2262 members 
Mstep: Class 8 contains 4254 members 
Mstep: Class 9 contains 7326 members 
Mstep: Class 11 contains 10209 members 
Mstep: Class 12 contains 21766 members 
Mstep: Class 13 contains 37755 members 
Mstep: Class 14 contains 191048 members 
Mstep: Class 15 contains 12474 members 
Mstep: Class 16 contains 2233 members 
Mstep: Class 19 contains 2185 members 
Mstep: Class 20 contains 128028 members 
Entering Unmasked Estep 
Score: -23147858.000000 Penalty: 36036.289062
Splitting cluster 3 changes total score from -23148026.000000 to -23147858.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (10924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Entering Unmasked Estep 
Score: -591106.312500 Penalty: 1511.041626
	Iteration 0F: 2 clusters Score -591106.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -583366.875000 Penalty: 3022.083252
	Iteration 0F: 3 clusters Score -583366.9 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -585855.875000 Penalty: 3022.083252
	Iteration 1F: 3 clusters Score -585855.9 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -586097.187500 Penalty: 3022.083252
	Iteration 2F: 3 clusters Score -586097.2 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -586304.562500 Penalty: 3022.083252
	Iteration 3Q: 3 clusters Score -586304.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -586473.812500 Penalty: 3022.083252
	Iteration 4Q: 3 clusters Score -586473.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -586635.375000 Penalty: 3022.083252
	Iteration 5Q: 3 clusters Score -586635.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -586812.250000 Penalty: 3022.083252
	Iteration 6Q: 3 clusters Score -586812.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -587013.687500 Penalty: 3022.083252
	Iteration 7Q: 3 clusters Score -587013.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -587219.375000 Penalty: 3022.083252
	Iteration 8Q: 3 clusters Score -587219.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -587427.500000 Penalty: 3022.083252
	Iteration 9Q: 3 clusters Score -587427.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -587651.187500 Penalty: 3022.083252
	Iteration 10Q: 3 clusters Score -587651.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -587858.937500 Penalty: 3022.083252
	Iteration 11Q: 3 clusters Score -587858.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -588080.625000 Penalty: 3022.083252
	Iteration 12Q: 3 clusters Score -588080.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -588305.812500 Penalty: 3022.083252
	Iteration 13Q: 3 clusters Score -588305.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -588545.000000 Penalty: 3022.083252
	Iteration 14Q: 3 clusters Score -588545 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -588741.312500 Penalty: 3022.083252
	Iteration 15Q: 3 clusters Score -588741.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -588895.375000 Penalty: 3022.083252
	Iteration 16Q: 3 clusters Score -588895.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -589020.500000 Penalty: 3022.083252
	Iteration 17Q: 3 clusters Score -589020.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -589116.562500 Penalty: 3022.083252
	Iteration 18Q: 3 clusters Score -589116.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -589185.437500 Penalty: 3022.083252
	Iteration 19Q: 3 clusters Score -589185.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -589234.562500 Penalty: 3022.083252
	Iteration 20F: 3 clusters Score -589234.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -589272.125000 Penalty: 3022.083252
	Iteration 21Q: 3 clusters Score -589272.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -589293.375000 Penalty: 3022.083252
	Iteration 22Q: 3 clusters Score -589293.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -589307.562500 Penalty: 3022.083252
	Iteration 23Q: 3 clusters Score -589307.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -589320.062500 Penalty: 3022.083252
	Iteration 24Q: 3 clusters Score -589320.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -589330.250000 Penalty: 3022.083252
	Iteration 25Q: 3 clusters Score -589330.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -589340.812500 Penalty: 3022.083252
	Iteration 26Q: 3 clusters Score -589340.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -589352.125000 Penalty: 3022.083252
	Iteration 27Q: 3 clusters Score -589352.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -589357.937500 Penalty: 3022.083252
	Iteration 28Q: 3 clusters Score -589357.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -589364.750000 Penalty: 3022.083252
	Iteration 29Q: 3 clusters Score -589364.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -589369.500000 Penalty: 3022.083252
	Iteration 30Q: 3 clusters Score -589369.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -589372.562500 Penalty: 3022.083252
	Iteration 31Q: 3 clusters Score -589372.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -589377.812500 Penalty: 3022.083252
	Iteration 32Q: 3 clusters Score -589377.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -589379.187500 Penalty: 3022.083252
	Iteration 33Q: 3 clusters Score -589379.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -589387.000000 Penalty: 3022.083252
	Iteration 34Q: 3 clusters Score -589387 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -589393.000000 Penalty: 3022.083252
	Iteration 35Q: 3 clusters Score -589393 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -589403.125000 Penalty: 3022.083252
	Iteration 36Q: 3 clusters Score -589403.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -589417.062500 Penalty: 3022.083252
	Iteration 37Q: 3 clusters Score -589417.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -589430.437500 Penalty: 3022.083252
	Iteration 38Q: 3 clusters Score -589430.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -589438.500000 Penalty: 3022.083252
	Iteration 39Q: 3 clusters Score -589438.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -589448.375000 Penalty: 3022.083252
	Iteration 40F: 3 clusters Score -589448.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -589456.250000 Penalty: 3022.083252
	Iteration 41Q: 3 clusters Score -589456.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -589460.750000 Penalty: 3022.083252
	Iteration 42Q: 3 clusters Score -589460.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -589469.375000 Penalty: 3022.083252
	Iteration 43Q: 3 clusters Score -589469.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -589475.000000 Penalty: 3022.083252
	Iteration 44Q: 3 clusters Score -589475 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -589486.312500 Penalty: 3022.083252
	Iteration 45Q: 3 clusters Score -589486.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -589495.750000 Penalty: 3022.083252
	Iteration 46Q: 3 clusters Score -589495.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -589504.625000 Penalty: 3022.083252
	Iteration 47Q: 3 clusters Score -589504.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -589510.125000 Penalty: 3022.083252
	Iteration 48Q: 3 clusters Score -589510.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -589519.937500 Penalty: 3022.083252
	Iteration 49Q: 3 clusters Score -589519.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -589524.812500 Penalty: 3022.083252
	Iteration 50Q: 3 clusters Score -589524.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -589529.625000 Penalty: 3022.083252
	Iteration 51Q: 3 clusters Score -589529.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -589534.000000 Penalty: 3022.083252
	Iteration 52Q: 3 clusters Score -589534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -589537.687500 Penalty: 3022.083252
	Iteration 53Q: 3 clusters Score -589537.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -589544.062500 Penalty: 3022.083252
	Iteration 54Q: 3 clusters Score -589544.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -589547.812500 Penalty: 3022.083252
	Iteration 55Q: 3 clusters Score -589547.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -589548.937500 Penalty: 3022.083252
	Iteration 56Q: 3 clusters Score -589548.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -589550.000000 Penalty: 3022.083252
	Iteration 57Q: 3 clusters Score -589550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -589552.250000 Penalty: 3022.083252
	Iteration 58Q: 3 clusters Score -589552.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -589551.812500 Penalty: 3022.083252
	Iteration 59Q: 3 clusters Score -589551.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -589551.187500 Penalty: 3022.083252
	Iteration 60F: 3 clusters Score -589551.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -589552.687500 Penalty: 3022.083252
	Iteration 61Q: 3 clusters Score -589552.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -589555.062500 Penalty: 3022.083252
	Iteration 62Q: 3 clusters Score -589555.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -589556.375000 Penalty: 3022.083252
	Iteration 63Q: 3 clusters Score -589556.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -589556.937500 Penalty: 3022.083252
	Iteration 64Q: 3 clusters Score -589556.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -589559.125000 Penalty: 3022.083252
	Iteration 65Q: 3 clusters Score -589559.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -589563.500000 Penalty: 3022.083252
	Iteration 66Q: 3 clusters Score -589563.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -589567.875000 Penalty: 3022.083252
	Iteration 67Q: 3 clusters Score -589567.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -589574.000000 Penalty: 3022.083252
	Iteration 68Q: 3 clusters Score -589574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -589576.937500 Penalty: 3022.083252
	Iteration 69Q: 3 clusters Score -589576.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -589579.125000 Penalty: 3022.083252
	Iteration 70Q: 3 clusters Score -589579.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -589581.125000 Penalty: 3022.083252
	Iteration 71Q: 3 clusters Score -589581.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -589584.312500 Penalty: 3022.083252
	Iteration 72Q: 3 clusters Score -589584.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -589588.687500 Penalty: 3022.083252
	Iteration 73Q: 3 clusters Score -589588.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -589591.500000 Penalty: 3022.083252
	Iteration 74Q: 3 clusters Score -589591.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -589594.500000 Penalty: 3022.083252
	Iteration 75Q: 3 clusters Score -589594.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -589598.812500 Penalty: 3022.083252
	Iteration 76Q: 3 clusters Score -589598.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -589600.937500 Penalty: 3022.083252
	Iteration 77Q: 3 clusters Score -589600.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -589608.062500 Penalty: 3022.083252
	Iteration 78Q: 3 clusters Score -589608.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -589614.250000 Penalty: 3022.083252
	Iteration 79Q: 3 clusters Score -589614.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -589621.625000 Penalty: 3022.083252
	Iteration 80F: 3 clusters Score -589621.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -589627.875000 Penalty: 3022.083252
	Iteration 81Q: 3 clusters Score -589627.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -589633.562500 Penalty: 3022.083252
	Iteration 82Q: 3 clusters Score -589633.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -589635.500000 Penalty: 3022.083252
	Iteration 83Q: 3 clusters Score -589635.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -589640.000000 Penalty: 3022.083252
	Iteration 84Q: 3 clusters Score -589640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -589643.250000 Penalty: 3022.083252
	Iteration 85Q: 3 clusters Score -589643.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -589647.250000 Penalty: 3022.083252
	Iteration 86Q: 3 clusters Score -589647.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -589651.937500 Penalty: 3022.083252
	Iteration 87Q: 3 clusters Score -589651.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -589654.437500 Penalty: 3022.083252
	Iteration 88Q: 3 clusters Score -589654.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -589658.687500 Penalty: 3022.083252
	Iteration 89Q: 3 clusters Score -589658.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -589665.312500 Penalty: 3022.083252
	Iteration 90Q: 3 clusters Score -589665.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -589671.250000 Penalty: 3022.083252
	Iteration 91Q: 3 clusters Score -589671.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -589676.062500 Penalty: 3022.083252
	Iteration 92Q: 3 clusters Score -589676.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -589682.000000 Penalty: 3022.083252
	Iteration 93Q: 3 clusters Score -589682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -589686.437500 Penalty: 3022.083252
	Iteration 94Q: 3 clusters Score -589686.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -589691.125000 Penalty: 3022.083252
	Iteration 95Q: 3 clusters Score -589691.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -589694.375000 Penalty: 3022.083252
	Iteration 96Q: 3 clusters Score -589694.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -589698.062500 Penalty: 3022.083252
	Iteration 97Q: 3 clusters Score -589698.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -589699.000000 Penalty: 3022.083252
	Iteration 98Q: 3 clusters Score -589699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -589700.500000 Penalty: 3022.083252
	Iteration 99Q: 3 clusters Score -589700.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -589703.750000 Penalty: 3022.083252
	Iteration 100F: 3 clusters Score -589703.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -589707.750000 Penalty: 3022.083252
	Iteration 101Q: 3 clusters Score -589707.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -589710.437500 Penalty: 3022.083252
	Iteration 102Q: 3 clusters Score -589710.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -589713.250000 Penalty: 3022.083252
	Iteration 103Q: 3 clusters Score -589713.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -589713.125000 Penalty: 3022.083252
	Iteration 104Q: 3 clusters Score -589713.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -589714.062500 Penalty: 3022.083252
	Iteration 105Q: 3 clusters Score -589714.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -589715.312500 Penalty: 3022.083252
	Iteration 106Q: 3 clusters Score -589715.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -589716.250000 Penalty: 3022.083252
	Iteration 107Q: 3 clusters Score -589716.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -589715.562500 Penalty: 3022.083252
	Iteration 108Q: 3 clusters Score -589715.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -589717.312500 Penalty: 3022.083252
	Iteration 109Q: 3 clusters Score -589717.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -589719.750000 Penalty: 3022.083252
	Iteration 110Q: 3 clusters Score -589719.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -589722.000000 Penalty: 3022.083252
	Iteration 111Q: 3 clusters Score -589722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -589724.187500 Penalty: 3022.083252
	Iteration 112Q: 3 clusters Score -589724.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -589724.312500 Penalty: 3022.083252
	Iteration 113Q: 3 clusters Score -589724.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -589725.500000 Penalty: 3022.083252
	Iteration 114Q: 3 clusters Score -589725.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -589725.187500 Penalty: 3022.083252
	Iteration 115Q: 3 clusters Score -589725.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -589725.000000 Penalty: 3022.083252
	Iteration 116Q: 3 clusters Score -589725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -589725.562500 Penalty: 3022.083252
	Iteration 117Q: 3 clusters Score -589725.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -589725.562500 Penalty: 3022.083252
	Iteration 118F: 3 clusters Score -589725.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Entering Unmasked Estep 
Score: -182789.968750 Penalty: 1326.779175
	Iteration 0F: 2 clusters Score -182790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -179762.734375 Penalty: 2653.558350
	Iteration 0F: 3 clusters Score -179762.7 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -180535.578125 Penalty: 2653.558350
	Iteration 1F: 3 clusters Score -180535.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -180688.859375 Penalty: 2653.558350
	Iteration 2F: 3 clusters Score -180688.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -180804.687500 Penalty: 2653.558350
	Iteration 3F: 3 clusters Score -180804.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -180893.484375 Penalty: 2653.558350
	Iteration 4Q: 3 clusters Score -180893.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -180962.875000 Penalty: 2653.558350
	Iteration 5Q: 3 clusters Score -180962.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -181014.875000 Penalty: 2653.558350
	Iteration 6Q: 3 clusters Score -181014.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -181067.156250 Penalty: 2653.558350
	Iteration 7Q: 3 clusters Score -181067.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -181115.093750 Penalty: 2653.558350
	Iteration 8Q: 3 clusters Score -181115.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -181152.703125 Penalty: 2653.558350
	Iteration 9Q: 3 clusters Score -181152.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -181181.968750 Penalty: 2653.558350
	Iteration 10Q: 3 clusters Score -181182 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -181218.531250 Penalty: 2653.558350
	Iteration 11Q: 3 clusters Score -181218.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -181257.921875 Penalty: 2653.558350
	Iteration 12Q: 3 clusters Score -181257.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -181293.937500 Penalty: 2653.558350
	Iteration 13Q: 3 clusters Score -181293.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -181330.093750 Penalty: 2653.558350
	Iteration 14Q: 3 clusters Score -181330.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -181360.171875 Penalty: 2653.558350
	Iteration 15Q: 3 clusters Score -181360.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -181379.203125 Penalty: 2653.558350
	Iteration 16Q: 3 clusters Score -181379.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -181396.984375 Penalty: 2653.558350
	Iteration 17Q: 3 clusters Score -181397 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -181411.921875 Penalty: 2653.558350
	Iteration 18Q: 3 clusters Score -181411.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -181424.937500 Penalty: 2653.558350
	Iteration 19Q: 3 clusters Score -181424.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -181433.546875 Penalty: 2653.558350
	Iteration 20F: 3 clusters Score -181433.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -181440.562500 Penalty: 2653.558350
	Iteration 21Q: 3 clusters Score -181440.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -181445.625000 Penalty: 2653.558350
	Iteration 22Q: 3 clusters Score -181445.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -181448.046875 Penalty: 2653.558350
	Iteration 23Q: 3 clusters Score -181448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -181450.140625 Penalty: 2653.558350
	Iteration 24Q: 3 clusters Score -181450.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -181455.578125 Penalty: 2653.558350
	Iteration 25Q: 3 clusters Score -181455.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -181458.750000 Penalty: 2653.558350
	Iteration 26Q: 3 clusters Score -181458.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -181463.906250 Penalty: 2653.558350
	Iteration 27Q: 3 clusters Score -181463.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -181465.640625 Penalty: 2653.558350
	Iteration 28Q: 3 clusters Score -181465.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -181469.000000 Penalty: 2653.558350
	Iteration 29Q: 3 clusters Score -181469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -181470.906250 Penalty: 2653.558350
	Iteration 30Q: 3 clusters Score -181470.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -181472.218750 Penalty: 2653.558350
	Iteration 31Q: 3 clusters Score -181472.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -181471.890625 Penalty: 2653.558350
	Iteration 32Q: 3 clusters Score -181471.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -181471.890625 Penalty: 2653.558350
	Iteration 33F: 3 clusters Score -181471.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Entering Unmasked Estep 
Score: -199405.000000 Penalty: 1335.815430
	Iteration 0F: 2 clusters Score -199405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -196203.109375 Penalty: 2671.630859
	Iteration 0F: 3 clusters Score -196203.1 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -196999.734375 Penalty: 2671.630859
	Iteration 1F: 3 clusters Score -196999.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -197143.140625 Penalty: 2671.630859
	Iteration 2F: 3 clusters Score -197143.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -197242.765625 Penalty: 2671.630859
	Iteration 3F: 3 clusters Score -197242.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -197311.515625 Penalty: 2671.630859
	Iteration 4Q: 3 clusters Score -197311.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -197362.546875 Penalty: 2671.630859
	Iteration 5Q: 3 clusters Score -197362.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -197399.281250 Penalty: 2671.630859
	Iteration 6Q: 3 clusters Score -197399.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -197428.156250 Penalty: 2671.630859
	Iteration 7Q: 3 clusters Score -197428.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -197450.343750 Penalty: 2671.630859
	Iteration 8Q: 3 clusters Score -197450.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -197466.265625 Penalty: 2671.630859
	Iteration 9Q: 3 clusters Score -197466.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -197477.625000 Penalty: 2671.630859
	Iteration 10Q: 3 clusters Score -197477.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -197492.203125 Penalty: 2671.630859
	Iteration 11Q: 3 clusters Score -197492.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -197507.562500 Penalty: 2671.630859
	Iteration 12Q: 3 clusters Score -197507.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -197522.250000 Penalty: 2671.630859
	Iteration 13Q: 3 clusters Score -197522.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -197537.093750 Penalty: 2671.630859
	Iteration 14Q: 3 clusters Score -197537.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -197552.531250 Penalty: 2671.630859
	Iteration 15Q: 3 clusters Score -197552.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -197567.609375 Penalty: 2671.630859
	Iteration 16Q: 3 clusters Score -197567.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -197583.515625 Penalty: 2671.630859
	Iteration 17Q: 3 clusters Score -197583.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -197601.953125 Penalty: 2671.630859
	Iteration 18Q: 3 clusters Score -197602 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -197619.093750 Penalty: 2671.630859
	Iteration 19Q: 3 clusters Score -197619.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -197636.484375 Penalty: 2671.630859
	Iteration 20F: 3 clusters Score -197636.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -197654.062500 Penalty: 2671.630859
	Iteration 21Q: 3 clusters Score -197654.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -197684.843750 Penalty: 2671.630859
	Iteration 22Q: 3 clusters Score -197684.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -197709.875000 Penalty: 2671.630859
	Iteration 23Q: 3 clusters Score -197709.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -197728.125000 Penalty: 2671.630859
	Iteration 24Q: 3 clusters Score -197728.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -197748.843750 Penalty: 2671.630859
	Iteration 25Q: 3 clusters Score -197748.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -197769.062500 Penalty: 2671.630859
	Iteration 26Q: 3 clusters Score -197769.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -197797.187500 Penalty: 2671.630859
	Iteration 27Q: 3 clusters Score -197797.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -197833.437500 Penalty: 2671.630859
	Iteration 28Q: 3 clusters Score -197833.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -197872.546875 Penalty: 2671.630859
	Iteration 29Q: 3 clusters Score -197872.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -197914.593750 Penalty: 2671.630859
	Iteration 30Q: 3 clusters Score -197914.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -197954.156250 Penalty: 2671.630859
	Iteration 31Q: 3 clusters Score -197954.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -197988.125000 Penalty: 2671.630859
	Iteration 32Q: 3 clusters Score -197988.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -198013.765625 Penalty: 2671.630859
	Iteration 33Q: 3 clusters Score -198013.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -198036.890625 Penalty: 2671.630859
	Iteration 34Q: 3 clusters Score -198036.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -198050.265625 Penalty: 2671.630859
	Iteration 35Q: 3 clusters Score -198050.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -198063.468750 Penalty: 2671.630859
	Iteration 36Q: 3 clusters Score -198063.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -198071.937500 Penalty: 2671.630859
	Iteration 37Q: 3 clusters Score -198071.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -198079.750000 Penalty: 2671.630859
	Iteration 38Q: 3 clusters Score -198079.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -198082.281250 Penalty: 2671.630859
	Iteration 39Q: 3 clusters Score -198082.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -198087.046875 Penalty: 2671.630859
	Iteration 40F: 3 clusters Score -198087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -198090.640625 Penalty: 2671.630859
	Iteration 41Q: 3 clusters Score -198090.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -198091.609375 Penalty: 2671.630859
	Iteration 42Q: 3 clusters Score -198091.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -198091.515625 Penalty: 2671.630859
	Iteration 43Q: 3 clusters Score -198091.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -198091.531250 Penalty: 2671.630859
	Iteration 44Q: 3 clusters Score -198091.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -198092.234375 Penalty: 2671.630859
	Iteration 45Q: 3 clusters Score -198092.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -198093.062500 Penalty: 2671.630859
	Iteration 46Q: 3 clusters Score -198093.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -198092.859375 Penalty: 2671.630859
	Iteration 47Q: 3 clusters Score -198092.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -198093.093750 Penalty: 2671.630859
	Iteration 48Q: 3 clusters Score -198093.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -198093.218750 Penalty: 2671.630859
	Iteration 49Q: 3 clusters Score -198093.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -198093.218750 Penalty: 2671.630859
	Iteration 50F: 3 clusters Score -198093.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Entering Unmasked Estep 
Score: -105900.101562 Penalty: 1255.150757
	Iteration 0F: 2 clusters Score -105900.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -103651.421875 Penalty: 2510.301514
	Iteration 0F: 3 clusters Score -103651.4 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -104181.570312 Penalty: 2510.301514
	Iteration 1F: 3 clusters Score -104181.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -104327.695312 Penalty: 2510.301514
	Iteration 2F: 3 clusters Score -104327.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -104424.875000 Penalty: 2510.301514
	Iteration 3F: 3 clusters Score -104424.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -104515.617188 Penalty: 2510.301514
	Iteration 4Q: 3 clusters Score -104515.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -104585.218750 Penalty: 2510.301514
	Iteration 5Q: 3 clusters Score -104585.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -104643.226562 Penalty: 2510.301514
	Iteration 6Q: 3 clusters Score -104643.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -104702.812500 Penalty: 2510.301514
	Iteration 7Q: 3 clusters Score -104702.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -104743.156250 Penalty: 2510.301514
	Iteration 8Q: 3 clusters Score -104743.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -104782.453125 Penalty: 2510.301514
	Iteration 9Q: 3 clusters Score -104782.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -104822.671875 Penalty: 2510.301514
	Iteration 10Q: 3 clusters Score -104822.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -104860.937500 Penalty: 2510.301514
	Iteration 11Q: 3 clusters Score -104860.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -104891.757812 Penalty: 2510.301514
	Iteration 12Q: 3 clusters Score -104891.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -104918.820312 Penalty: 2510.301514
	Iteration 13Q: 3 clusters Score -104918.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -104954.375000 Penalty: 2510.301514
	Iteration 14Q: 3 clusters Score -104954.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -104976.976562 Penalty: 2510.301514
	Iteration 15Q: 3 clusters Score -104977 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -104993.570312 Penalty: 2510.301514
	Iteration 16Q: 3 clusters Score -104993.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -105014.812500 Penalty: 2510.301514
	Iteration 17Q: 3 clusters Score -105014.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -105034.523438 Penalty: 2510.301514
	Iteration 18Q: 3 clusters Score -105034.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -105052.710938 Penalty: 2510.301514
	Iteration 19Q: 3 clusters Score -105052.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -105067.328125 Penalty: 2510.301514
	Iteration 20F: 3 clusters Score -105067.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -105082.601562 Penalty: 2510.301514
	Iteration 21Q: 3 clusters Score -105082.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -105091.992188 Penalty: 2510.301514
	Iteration 22Q: 3 clusters Score -105092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -105097.250000 Penalty: 2510.301514
	Iteration 23Q: 3 clusters Score -105097.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -105099.578125 Penalty: 2510.301514
	Iteration 24Q: 3 clusters Score -105099.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -105100.195312 Penalty: 2510.301514
	Iteration 25Q: 3 clusters Score -105100.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -105102.062500 Penalty: 2510.301514
	Iteration 26Q: 3 clusters Score -105102.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -105102.351562 Penalty: 2510.301514
	Iteration 27Q: 3 clusters Score -105102.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -105102.351562 Penalty: 2510.301514
	Iteration 28F: 3 clusters Score -105102.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Entering Unmasked Estep 
Score: -216719.468750 Penalty: 1357.787354
	Iteration 0F: 2 clusters Score -216719.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -213202.812500 Penalty: 2715.574707
	Iteration 0F: 3 clusters Score -213202.8 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -214101.578125 Penalty: 2715.574707
	Iteration 1F: 3 clusters Score -214101.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -214261.390625 Penalty: 2715.574707
	Iteration 2F: 3 clusters Score -214261.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -214373.265625 Penalty: 2715.574707
	Iteration 3Q: 3 clusters Score -214373.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -214464.578125 Penalty: 2715.574707
	Iteration 4Q: 3 clusters Score -214464.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -214575.250000 Penalty: 2715.574707
	Iteration 5Q: 3 clusters Score -214575.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -214725.031250 Penalty: 2715.574707
	Iteration 6Q: 3 clusters Score -214725 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -214880.703125 Penalty: 2715.574707
	Iteration 7Q: 3 clusters Score -214880.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -215038.640625 Penalty: 2715.574707
	Iteration 8Q: 3 clusters Score -215038.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -215219.828125 Penalty: 2715.574707
	Iteration 9Q: 3 clusters Score -215219.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -215363.046875 Penalty: 2715.574707
	Iteration 10Q: 3 clusters Score -215363 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -215493.265625 Penalty: 2715.574707
	Iteration 11Q: 3 clusters Score -215493.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -215632.578125 Penalty: 2715.574707
	Iteration 12Q: 3 clusters Score -215632.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -215761.234375 Penalty: 2715.574707
	Iteration 13Q: 3 clusters Score -215761.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -215870.843750 Penalty: 2715.574707
	Iteration 14Q: 3 clusters Score -215870.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -215978.375000 Penalty: 2715.574707
	Iteration 15Q: 3 clusters Score -215978.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -216067.312500 Penalty: 2715.574707
	Iteration 16Q: 3 clusters Score -216067.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -216134.609375 Penalty: 2715.574707
	Iteration 17Q: 3 clusters Score -216134.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -216200.875000 Penalty: 2715.574707
	Iteration 18Q: 3 clusters Score -216200.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -216249.812500 Penalty: 2715.574707
	Iteration 19Q: 3 clusters Score -216249.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -216277.765625 Penalty: 2715.574707
	Iteration 20F: 3 clusters Score -216277.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -216297.468750 Penalty: 2715.574707
	Iteration 21Q: 3 clusters Score -216297.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -216317.906250 Penalty: 2715.574707
	Iteration 22Q: 3 clusters Score -216317.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -216328.546875 Penalty: 2715.574707
	Iteration 23Q: 3 clusters Score -216328.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -216336.484375 Penalty: 2715.574707
	Iteration 24Q: 3 clusters Score -216336.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -216342.281250 Penalty: 2715.574707
	Iteration 25Q: 3 clusters Score -216342.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -216345.359375 Penalty: 2715.574707
	Iteration 26Q: 3 clusters Score -216345.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -216347.078125 Penalty: 2715.574707
	Iteration 27Q: 3 clusters Score -216347.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -216348.765625 Penalty: 2715.574707
	Iteration 28Q: 3 clusters Score -216348.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -216350.468750 Penalty: 2715.574707
	Iteration 29Q: 3 clusters Score -216350.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -216351.125000 Penalty: 2715.574707
	Iteration 30Q: 3 clusters Score -216351.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -216352.828125 Penalty: 2715.574707
	Iteration 31Q: 3 clusters Score -216352.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -216353.562500 Penalty: 2715.574707
	Iteration 32Q: 3 clusters Score -216353.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -216353.265625 Penalty: 2715.574707
	Iteration 33Q: 3 clusters Score -216353.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -216353.265625 Penalty: 2715.574707
	Iteration 34F: 3 clusters Score -216353.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Entering Unmasked Estep 
Score: -384051.031250 Penalty: 1446.117554
	Iteration 0F: 2 clusters Score -384051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -378550.343750 Penalty: 2892.235107
	Iteration 0F: 3 clusters Score -378550.3 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -380196.000000 Penalty: 2892.235107
	Iteration 1F: 3 clusters Score -380196 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -380428.218750 Penalty: 2892.235107
	Iteration 2F: 3 clusters Score -380428.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -380603.312500 Penalty: 2892.235107
	Iteration 3F: 3 clusters Score -380603.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -380749.875000 Penalty: 2892.235107
	Iteration 4Q: 3 clusters Score -380749.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -380894.937500 Penalty: 2892.235107
	Iteration 5Q: 3 clusters Score -380894.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -381023.812500 Penalty: 2892.235107
	Iteration 6Q: 3 clusters Score -381023.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -381178.218750 Penalty: 2892.235107
	Iteration 7Q: 3 clusters Score -381178.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -381326.906250 Penalty: 2892.235107
	Iteration 8Q: 3 clusters Score -381326.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -381483.218750 Penalty: 2892.235107
	Iteration 9Q: 3 clusters Score -381483.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -381640.906250 Penalty: 2892.235107
	Iteration 10Q: 3 clusters Score -381640.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -381798.343750 Penalty: 2892.235107
	Iteration 11Q: 3 clusters Score -381798.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -381932.625000 Penalty: 2892.235107
	Iteration 12Q: 3 clusters Score -381932.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -382056.656250 Penalty: 2892.235107
	Iteration 13Q: 3 clusters Score -382056.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -382151.000000 Penalty: 2892.235107
	Iteration 14Q: 3 clusters Score -382151 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -382215.656250 Penalty: 2892.235107
	Iteration 15Q: 3 clusters Score -382215.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -382273.937500 Penalty: 2892.235107
	Iteration 16Q: 3 clusters Score -382273.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -382315.312500 Penalty: 2892.235107
	Iteration 17Q: 3 clusters Score -382315.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -382340.625000 Penalty: 2892.235107
	Iteration 18Q: 3 clusters Score -382340.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -382356.562500 Penalty: 2892.235107
	Iteration 19Q: 3 clusters Score -382356.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -382368.437500 Penalty: 2892.235107
	Iteration 20F: 3 clusters Score -382368.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -382378.812500 Penalty: 2892.235107
	Iteration 21Q: 3 clusters Score -382378.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -382388.375000 Penalty: 2892.235107
	Iteration 22Q: 3 clusters Score -382388.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -382396.750000 Penalty: 2892.235107
	Iteration 23Q: 3 clusters Score -382396.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -382404.687500 Penalty: 2892.235107
	Iteration 24Q: 3 clusters Score -382404.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -382409.687500 Penalty: 2892.235107
	Iteration 25Q: 3 clusters Score -382409.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -382414.406250 Penalty: 2892.235107
	Iteration 26Q: 3 clusters Score -382414.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -382417.312500 Penalty: 2892.235107
	Iteration 27Q: 3 clusters Score -382417.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -382420.593750 Penalty: 2892.235107
	Iteration 28Q: 3 clusters Score -382420.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -382422.281250 Penalty: 2892.235107
	Iteration 29Q: 3 clusters Score -382422.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -382424.437500 Penalty: 2892.235107
	Iteration 30Q: 3 clusters Score -382424.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -382426.625000 Penalty: 2892.235107
	Iteration 31Q: 3 clusters Score -382426.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -382429.062500 Penalty: 2892.235107
	Iteration 32Q: 3 clusters Score -382429.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -382431.437500 Penalty: 2892.235107
	Iteration 33Q: 3 clusters Score -382431.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -382433.000000 Penalty: 2892.235107
	Iteration 34Q: 3 clusters Score -382433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -382433.781250 Penalty: 2892.235107
	Iteration 35Q: 3 clusters Score -382433.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -382434.218750 Penalty: 2892.235107
	Iteration 36Q: 3 clusters Score -382434.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -382434.343750 Penalty: 2892.235107
	Iteration 37Q: 3 clusters Score -382434.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -382435.156250 Penalty: 2892.235107
	Iteration 38Q: 3 clusters Score -382435.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -382436.281250 Penalty: 2892.235107
	Iteration 39Q: 3 clusters Score -382436.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -382438.968750 Penalty: 2892.235107
	Iteration 40F: 3 clusters Score -382439 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -382442.406250 Penalty: 2892.235107
	Iteration 41Q: 3 clusters Score -382442.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -382443.750000 Penalty: 2892.235107
	Iteration 42Q: 3 clusters Score -382443.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -382447.687500 Penalty: 2892.235107
	Iteration 43Q: 3 clusters Score -382447.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -382449.781250 Penalty: 2892.235107
	Iteration 44Q: 3 clusters Score -382449.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -382454.000000 Penalty: 2892.235107
	Iteration 45Q: 3 clusters Score -382454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -382454.875000 Penalty: 2892.235107
	Iteration 46Q: 3 clusters Score -382454.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -382457.562500 Penalty: 2892.235107
	Iteration 47Q: 3 clusters Score -382457.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -382461.593750 Penalty: 2892.235107
	Iteration 48Q: 3 clusters Score -382461.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -382463.156250 Penalty: 2892.235107
	Iteration 49Q: 3 clusters Score -382463.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -382465.843750 Penalty: 2892.235107
	Iteration 50Q: 3 clusters Score -382465.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -382465.781250 Penalty: 2892.235107
	Iteration 51Q: 3 clusters Score -382465.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -382469.625000 Penalty: 2892.235107
	Iteration 52Q: 3 clusters Score -382469.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -382469.687500 Penalty: 2892.235107
	Iteration 53Q: 3 clusters Score -382469.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -382472.156250 Penalty: 2892.235107
	Iteration 54Q: 3 clusters Score -382472.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -382473.062500 Penalty: 2892.235107
	Iteration 55Q: 3 clusters Score -382473.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -382474.531250 Penalty: 2892.235107
	Iteration 56Q: 3 clusters Score -382474.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -382476.031250 Penalty: 2892.235107
	Iteration 57Q: 3 clusters Score -382476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -382475.718750 Penalty: 2892.235107
	Iteration 58Q: 3 clusters Score -382475.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -382475.906250 Penalty: 2892.235107
	Iteration 59Q: 3 clusters Score -382475.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -382477.343750 Penalty: 2892.235107
	Iteration 60F: 3 clusters Score -382477.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -382480.000000 Penalty: 2892.235107
	Iteration 61Q: 3 clusters Score -382480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -382482.968750 Penalty: 2892.235107
	Iteration 62Q: 3 clusters Score -382483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -382484.656250 Penalty: 2892.235107
	Iteration 63Q: 3 clusters Score -382484.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -382485.750000 Penalty: 2892.235107
	Iteration 64Q: 3 clusters Score -382485.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -382485.437500 Penalty: 2892.235107
	Iteration 65Q: 3 clusters Score -382485.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -382488.968750 Penalty: 2892.235107
	Iteration 66Q: 3 clusters Score -382489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -382491.468750 Penalty: 2892.235107
	Iteration 67Q: 3 clusters Score -382491.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -382493.843750 Penalty: 2892.235107
	Iteration 68Q: 3 clusters Score -382493.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -382495.312500 Penalty: 2892.235107
	Iteration 69Q: 3 clusters Score -382495.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -382498.000000 Penalty: 2892.235107
	Iteration 70Q: 3 clusters Score -382498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -382499.937500 Penalty: 2892.235107
	Iteration 71Q: 3 clusters Score -382499.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -382502.343750 Penalty: 2892.235107
	Iteration 72Q: 3 clusters Score -382502.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -382502.562500 Penalty: 2892.235107
	Iteration 73Q: 3 clusters Score -382502.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -382504.343750 Penalty: 2892.235107
	Iteration 74Q: 3 clusters Score -382504.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -382504.687500 Penalty: 2892.235107
	Iteration 75Q: 3 clusters Score -382504.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -382505.281250 Penalty: 2892.235107
	Iteration 76Q: 3 clusters Score -382505.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -382504.218750 Penalty: 2892.235107
	Iteration 77Q: 3 clusters Score -382504.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -382505.843750 Penalty: 2892.235107
	Iteration 78Q: 3 clusters Score -382505.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -382505.656250 Penalty: 2892.235107
	Iteration 79Q: 3 clusters Score -382505.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -382507.343750 Penalty: 2892.235107
	Iteration 80F: 3 clusters Score -382507.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -382508.187500 Penalty: 2892.235107
	Iteration 81Q: 3 clusters Score -382508.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -382509.187500 Penalty: 2892.235107
	Iteration 82Q: 3 clusters Score -382509.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -382509.062500 Penalty: 2892.235107
	Iteration 83Q: 3 clusters Score -382509.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -382509.968750 Penalty: 2892.235107
	Iteration 84Q: 3 clusters Score -382510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -382510.968750 Penalty: 2892.235107
	Iteration 85Q: 3 clusters Score -382511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -382511.343750 Penalty: 2892.235107
	Iteration 86Q: 3 clusters Score -382511.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -382512.312500 Penalty: 2892.235107
	Iteration 87Q: 3 clusters Score -382512.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -382512.843750 Penalty: 2892.235107
	Iteration 88Q: 3 clusters Score -382512.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -382512.875000 Penalty: 2892.235107
	Iteration 89Q: 3 clusters Score -382512.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -382513.125000 Penalty: 2892.235107
	Iteration 90Q: 3 clusters Score -382513.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -382513.125000 Penalty: 2892.235107
	Iteration 91F: 3 clusters Score -382513.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Entering Unmasked Estep 
Score: -552546.937500 Penalty: 1500.041504
	Iteration 0F: 2 clusters Score -552546.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -545262.187500 Penalty: 3000.083008
	Iteration 0F: 3 clusters Score -545262.2 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -547596.062500 Penalty: 3000.083008
	Iteration 1F: 3 clusters Score -547596.1 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -547813.937500 Penalty: 3000.083008
	Iteration 2F: 3 clusters Score -547813.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -547996.625000 Penalty: 3000.083008
	Iteration 3Q: 3 clusters Score -547996.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -548134.750000 Penalty: 3000.083008
	Iteration 4Q: 3 clusters Score -548134.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -548251.125000 Penalty: 3000.083008
	Iteration 5Q: 3 clusters Score -548251.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -548346.125000 Penalty: 3000.083008
	Iteration 6Q: 3 clusters Score -548346.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -548436.187500 Penalty: 3000.083008
	Iteration 7Q: 3 clusters Score -548436.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -548506.562500 Penalty: 3000.083008
	Iteration 8Q: 3 clusters Score -548506.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -548567.750000 Penalty: 3000.083008
	Iteration 9Q: 3 clusters Score -548567.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -548642.375000 Penalty: 3000.083008
	Iteration 10Q: 3 clusters Score -548642.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -548721.812500 Penalty: 3000.083008
	Iteration 11Q: 3 clusters Score -548721.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -548814.750000 Penalty: 3000.083008
	Iteration 12Q: 3 clusters Score -548814.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -548957.750000 Penalty: 3000.083008
	Iteration 13Q: 3 clusters Score -548957.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -549167.687500 Penalty: 3000.083008
	Iteration 14Q: 3 clusters Score -549167.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -549449.375000 Penalty: 3000.083008
	Iteration 15Q: 3 clusters Score -549449.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -549745.437500 Penalty: 3000.083008
	Iteration 16Q: 3 clusters Score -549745.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -549994.687500 Penalty: 3000.083008
	Iteration 17Q: 3 clusters Score -549994.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -550194.875000 Penalty: 3000.083008
	Iteration 18Q: 3 clusters Score -550194.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -550335.812500 Penalty: 3000.083008
	Iteration 19Q: 3 clusters Score -550335.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -550425.437500 Penalty: 3000.083008
	Iteration 20F: 3 clusters Score -550425.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -550513.062500 Penalty: 3000.083008
	Iteration 21Q: 3 clusters Score -550513.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -550568.187500 Penalty: 3000.083008
	Iteration 22Q: 3 clusters Score -550568.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -550616.812500 Penalty: 3000.083008
	Iteration 23Q: 3 clusters Score -550616.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -550656.250000 Penalty: 3000.083008
	Iteration 24Q: 3 clusters Score -550656.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -550691.375000 Penalty: 3000.083008
	Iteration 25Q: 3 clusters Score -550691.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -550717.500000 Penalty: 3000.083008
	Iteration 26Q: 3 clusters Score -550717.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -550748.625000 Penalty: 3000.083008
	Iteration 27Q: 3 clusters Score -550748.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -550768.437500 Penalty: 3000.083008
	Iteration 28Q: 3 clusters Score -550768.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -550791.875000 Penalty: 3000.083008
	Iteration 29Q: 3 clusters Score -550791.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -550817.937500 Penalty: 3000.083008
	Iteration 30Q: 3 clusters Score -550817.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -550842.000000 Penalty: 3000.083008
	Iteration 31Q: 3 clusters Score -550842 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -550868.937500 Penalty: 3000.083008
	Iteration 32Q: 3 clusters Score -550868.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -550896.125000 Penalty: 3000.083008
	Iteration 33Q: 3 clusters Score -550896.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -550917.875000 Penalty: 3000.083008
	Iteration 34Q: 3 clusters Score -550917.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -550939.000000 Penalty: 3000.083008
	Iteration 35Q: 3 clusters Score -550939 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -550959.062500 Penalty: 3000.083008
	Iteration 36Q: 3 clusters Score -550959.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -550982.375000 Penalty: 3000.083008
	Iteration 37Q: 3 clusters Score -550982.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -551007.062500 Penalty: 3000.083008
	Iteration 38Q: 3 clusters Score -551007.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -551029.000000 Penalty: 3000.083008
	Iteration 39Q: 3 clusters Score -551029 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -551056.125000 Penalty: 3000.083008
	Iteration 40F: 3 clusters Score -551056.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -551089.125000 Penalty: 3000.083008
	Iteration 41Q: 3 clusters Score -551089.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -551118.937500 Penalty: 3000.083008
	Iteration 42Q: 3 clusters Score -551118.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -551147.750000 Penalty: 3000.083008
	Iteration 43Q: 3 clusters Score -551147.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -551170.250000 Penalty: 3000.083008
	Iteration 44Q: 3 clusters Score -551170.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -551185.687500 Penalty: 3000.083008
	Iteration 45Q: 3 clusters Score -551185.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -551197.375000 Penalty: 3000.083008
	Iteration 46Q: 3 clusters Score -551197.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -551207.500000 Penalty: 3000.083008
	Iteration 47Q: 3 clusters Score -551207.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -551221.750000 Penalty: 3000.083008
	Iteration 48Q: 3 clusters Score -551221.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -551231.875000 Penalty: 3000.083008
	Iteration 49Q: 3 clusters Score -551231.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -551237.625000 Penalty: 3000.083008
	Iteration 50Q: 3 clusters Score -551237.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -551242.187500 Penalty: 3000.083008
	Iteration 51Q: 3 clusters Score -551242.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -551250.812500 Penalty: 3000.083008
	Iteration 52Q: 3 clusters Score -551250.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -551254.875000 Penalty: 3000.083008
	Iteration 53Q: 3 clusters Score -551254.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -551260.437500 Penalty: 3000.083008
	Iteration 54Q: 3 clusters Score -551260.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -551264.187500 Penalty: 3000.083008
	Iteration 55Q: 3 clusters Score -551264.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -551266.500000 Penalty: 3000.083008
	Iteration 56Q: 3 clusters Score -551266.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -551267.000000 Penalty: 3000.083008
	Iteration 57Q: 3 clusters Score -551267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -551267.312500 Penalty: 3000.083008
	Iteration 58Q: 3 clusters Score -551267.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -551269.187500 Penalty: 3000.083008
	Iteration 59Q: 3 clusters Score -551269.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -551270.875000 Penalty: 3000.083008
	Iteration 60F: 3 clusters Score -551270.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -551270.437500 Penalty: 3000.083008
	Iteration 61Q: 3 clusters Score -551270.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -551270.437500 Penalty: 3000.083008
	Iteration 62Q: 3 clusters Score -551270.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -551271.000000 Penalty: 3000.083008
	Iteration 63Q: 3 clusters Score -551271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -551273.187500 Penalty: 3000.083008
	Iteration 64Q: 3 clusters Score -551273.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -551274.687500 Penalty: 3000.083008
	Iteration 65Q: 3 clusters Score -551274.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -551275.625000 Penalty: 3000.083008
	Iteration 66Q: 3 clusters Score -551275.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -551276.687500 Penalty: 3000.083008
	Iteration 67Q: 3 clusters Score -551276.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -551276.687500 Penalty: 3000.083008
	Iteration 68Q: 3 clusters Score -551276.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -551279.250000 Penalty: 3000.083008
	Iteration 69Q: 3 clusters Score -551279.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -551280.125000 Penalty: 3000.083008
	Iteration 70Q: 3 clusters Score -551280.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -551280.250000 Penalty: 3000.083008
	Iteration 71Q: 3 clusters Score -551280.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -551280.437500 Penalty: 3000.083008
	Iteration 72Q: 3 clusters Score -551280.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -551280.437500 Penalty: 3000.083008
	Iteration 73F: 3 clusters Score -551280.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Entering Unmasked Estep 
Score: -1171190.000000 Penalty: 1623.067017
	Iteration 0F: 2 clusters Score -1171190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1156426.000000 Penalty: 3246.134033
	Iteration 0F: 3 clusters Score -1156426 nChanged 9881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1161931.125000 Penalty: 3246.134033
	Iteration 1F: 3 clusters Score -1161931 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1162455.250000 Penalty: 3246.134033
	Iteration 2F: 3 clusters Score -1162455 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1163131.125000 Penalty: 3246.134033
	Iteration 3F: 3 clusters Score -1163131 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1163967.375000 Penalty: 3246.134033
	Iteration 4F: 3 clusters Score -1163967 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -1165041.500000 Penalty: 3246.134033
	Iteration 5F: 3 clusters Score -1165042 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -1166264.125000 Penalty: 3246.134033
	Iteration 6F: 3 clusters Score -1166264 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -1167481.875000 Penalty: 3246.134033
	Iteration 7F: 3 clusters Score -1167482 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -1168271.125000 Penalty: 3246.134033
	Iteration 8Q: 3 clusters Score -1168271 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -1168674.625000 Penalty: 3246.134033
	Iteration 9Q: 3 clusters Score -1168675 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -1168881.125000 Penalty: 3246.134033
	Iteration 10Q: 3 clusters Score -1168881 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -1168991.250000 Penalty: 3246.134033
	Iteration 11Q: 3 clusters Score -1168991 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -1169074.625000 Penalty: 3246.134033
	Iteration 12Q: 3 clusters Score -1169075 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -1169142.000000 Penalty: 3246.134033
	Iteration 13Q: 3 clusters Score -1169142 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -1169208.125000 Penalty: 3246.134033
	Iteration 14Q: 3 clusters Score -1169208 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -1169270.125000 Penalty: 3246.134033
	Iteration 15Q: 3 clusters Score -1169270 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -1169332.375000 Penalty: 3246.134033
	Iteration 16Q: 3 clusters Score -1169332 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -1169390.125000 Penalty: 3246.134033
	Iteration 17Q: 3 clusters Score -1169390 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -1169456.125000 Penalty: 3246.134033
	Iteration 18Q: 3 clusters Score -1169456 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -1169513.875000 Penalty: 3246.134033
	Iteration 19Q: 3 clusters Score -1169514 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -1169558.500000 Penalty: 3246.134033
	Iteration 20F: 3 clusters Score -1169558 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -1169594.500000 Penalty: 3246.134033
	Iteration 21Q: 3 clusters Score -1169594 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -1169630.125000 Penalty: 3246.134033
	Iteration 22Q: 3 clusters Score -1169630 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -1169674.125000 Penalty: 3246.134033
	Iteration 23Q: 3 clusters Score -1169674 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -1169707.250000 Penalty: 3246.134033
	Iteration 24Q: 3 clusters Score -1169707 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -1169736.375000 Penalty: 3246.134033
	Iteration 25Q: 3 clusters Score -1169736 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -1169768.625000 Penalty: 3246.134033
	Iteration 26Q: 3 clusters Score -1169769 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -1169791.750000 Penalty: 3246.134033
	Iteration 27Q: 3 clusters Score -1169792 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -1169807.125000 Penalty: 3246.134033
	Iteration 28Q: 3 clusters Score -1169807 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -1169815.375000 Penalty: 3246.134033
	Iteration 29Q: 3 clusters Score -1169815 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -1169823.750000 Penalty: 3246.134033
	Iteration 30Q: 3 clusters Score -1169824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -1169842.750000 Penalty: 3246.134033
	Iteration 31Q: 3 clusters Score -1169843 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -1169859.125000 Penalty: 3246.134033
	Iteration 32Q: 3 clusters Score -1169859 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -1169871.250000 Penalty: 3246.134033
	Iteration 33Q: 3 clusters Score -1169871 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -1169879.000000 Penalty: 3246.134033
	Iteration 34Q: 3 clusters Score -1169879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -1169882.500000 Penalty: 3246.134033
	Iteration 35Q: 3 clusters Score -1169882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -1169890.750000 Penalty: 3246.134033
	Iteration 36Q: 3 clusters Score -1169891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -1169893.125000 Penalty: 3246.134033
	Iteration 37Q: 3 clusters Score -1169893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -1169896.375000 Penalty: 3246.134033
	Iteration 38Q: 3 clusters Score -1169896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -1169900.375000 Penalty: 3246.134033
	Iteration 39Q: 3 clusters Score -1169900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -1169902.375000 Penalty: 3246.134033
	Iteration 40F: 3 clusters Score -1169902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -1169906.625000 Penalty: 3246.134033
	Iteration 41Q: 3 clusters Score -1169907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -1169909.625000 Penalty: 3246.134033
	Iteration 42Q: 3 clusters Score -1169910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -1169910.625000 Penalty: 3246.134033
	Iteration 43Q: 3 clusters Score -1169911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -1169911.750000 Penalty: 3246.134033
	Iteration 44Q: 3 clusters Score -1169912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -1169913.500000 Penalty: 3246.134033
	Iteration 45Q: 3 clusters Score -1169914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -1169914.500000 Penalty: 3246.134033
	Iteration 46Q: 3 clusters Score -1169914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -1169917.500000 Penalty: 3246.134033
	Iteration 47Q: 3 clusters Score -1169918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -1169916.500000 Penalty: 3246.134033
	Iteration 48Q: 3 clusters Score -1169916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -1169916.500000 Penalty: 3246.134033
	Iteration 49F: 3 clusters Score -1169916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (37755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Entering Unmasked Estep 
Score: -1969803.875000 Penalty: 1712.567017
	Iteration 0F: 2 clusters Score -1969804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -1944477.875000 Penalty: 3425.134033
	Iteration 0F: 3 clusters Score -1944478 nChanged 17454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -1954378.750000 Penalty: 3425.134033
	Iteration 1F: 3 clusters Score -1954379 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -1955007.250000 Penalty: 3425.134033
	Iteration 2Q: 3 clusters Score -1955007 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -1955975.750000 Penalty: 3425.134033
	Iteration 3F: 3 clusters Score -1955976 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -1957624.000000 Penalty: 3425.134033
	Iteration 4F: 3 clusters Score -1957624 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -1959986.625000 Penalty: 3425.134033
	Iteration 5F: 3 clusters Score -1959987 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -1962420.250000 Penalty: 3425.134033
	Iteration 6F: 3 clusters Score -1962420 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -1964267.875000 Penalty: 3425.134033
	Iteration 7F: 3 clusters Score -1964268 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -1965417.000000 Penalty: 3425.134033
	Iteration 8Q: 3 clusters Score -1965417 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -1966077.625000 Penalty: 3425.134033
	Iteration 9Q: 3 clusters Score -1966078 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -1966588.500000 Penalty: 3425.134033
	Iteration 10Q: 3 clusters Score -1966588 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -1967069.000000 Penalty: 3425.134033
	Iteration 11Q: 3 clusters Score -1967069 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -1967606.375000 Penalty: 3425.134033
	Iteration 12Q: 3 clusters Score -1967606 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -1968469.875000 Penalty: 3425.134033
	Iteration 13Q: 3 clusters Score -1968470 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -1968956.000000 Penalty: 3425.134033
	Iteration 14Q: 3 clusters Score -1968956 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -1969128.625000 Penalty: 3425.134033
	Iteration 15Q: 3 clusters Score -1969129 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -1969220.000000 Penalty: 3425.134033
	Iteration 16Q: 3 clusters Score -1969220 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -1969277.750000 Penalty: 3425.134033
	Iteration 17Q: 3 clusters Score -1969278 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -1969348.000000 Penalty: 3425.134033
	Iteration 18Q: 3 clusters Score -1969348 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -1969392.750000 Penalty: 3425.134033
	Iteration 19Q: 3 clusters Score -1969393 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -1969442.375000 Penalty: 3425.134033
	Iteration 20F: 3 clusters Score -1969442 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -1969524.625000 Penalty: 3425.134033
	Iteration 21Q: 3 clusters Score -1969525 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -1969615.375000 Penalty: 3425.134033
	Iteration 22Q: 3 clusters Score -1969615 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -1969687.625000 Penalty: 3425.134033
	Iteration 23Q: 3 clusters Score -1969688 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -1969725.125000 Penalty: 3425.134033
	Iteration 24Q: 3 clusters Score -1969725 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -1969759.625000 Penalty: 3425.134033
	Iteration 25Q: 3 clusters Score -1969760 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -1969777.750000 Penalty: 3425.134033
	Iteration 26Q: 3 clusters Score -1969778 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -1969790.125000 Penalty: 3425.134033
	Iteration 27Q: 3 clusters Score -1969790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -1969796.000000 Penalty: 3425.134033
	Iteration 28Q: 3 clusters Score -1969796 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -1969794.250000 Penalty: 3425.134033
	Iteration 29Q: 3 clusters Score -1969794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -1969798.375000 Penalty: 3425.134033
	Iteration 30Q: 3 clusters Score -1969798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -1969800.375000 Penalty: 3425.134033
	Iteration 31Q: 3 clusters Score -1969800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -1969802.500000 Penalty: 3425.134033
	Iteration 32Q: 3 clusters Score -1969802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -1969803.750000 Penalty: 3425.134033
	Iteration 33Q: 3 clusters Score -1969804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -1969801.750000 Penalty: 3425.134033
	Iteration 34Q: 3 clusters Score -1969802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -1969803.375000 Penalty: 3425.134033
	Iteration 35Q: 3 clusters Score -1969803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -1969800.125000 Penalty: 3425.134033
	Iteration 36Q: 3 clusters Score -1969800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -1969803.000000 Penalty: 3425.134033
	Iteration 37Q: 3 clusters Score -1969803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -1969802.750000 Penalty: 3425.134033
	Iteration 38Q: 3 clusters Score -1969803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -1969804.250000 Penalty: 3425.134033
	Iteration 39Q: 3 clusters Score -1969804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -1969808.375000 Penalty: 3425.134033
	Iteration 40F: 3 clusters Score -1969808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -1969809.375000 Penalty: 3425.134033
	Iteration 41Q: 3 clusters Score -1969809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
Score: -1969812.625000 Penalty: 3425.134033
	Iteration 42Q: 3 clusters Score -1969813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -1969813.125000 Penalty: 3425.134033
	Iteration 43Q: 3 clusters Score -1969813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -1969814.125000 Penalty: 3425.134033
	Iteration 44Q: 3 clusters Score -1969814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -1969814.375000 Penalty: 3425.134033
	Iteration 45Q: 3 clusters Score -1969814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -1969812.375000 Penalty: 3425.134033
	Iteration 46Q: 3 clusters Score -1969812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -1969814.875000 Penalty: 3425.134033
	Iteration 47Q: 3 clusters Score -1969815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -1969814.000000 Penalty: 3425.134033
	Iteration 48Q: 3 clusters Score -1969814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -1969817.875000 Penalty: 3425.134033
	Iteration 49Q: 3 clusters Score -1969818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -1969818.750000 Penalty: 3425.134033
	Iteration 50Q: 3 clusters Score -1969819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -1969818.750000 Penalty: 3425.134033
	Iteration 51F: 3 clusters Score -1969819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 36045 members 
Mstep: Class 3 contains 10251 members 
Mstep: Class 4 contains 10924 members 
Mstep: Class 5 contains 3515 members 
Mstep: Class 6 contains 3716 members 
Mstep: Class 7 contains 2262 members 
Mstep: Class 8 contains 4254 members 
Mstep: Class 9 contains 7326 members 
Mstep: Class 11 contains 10209 members 
Mstep: Class 12 contains 21766 members 
Mstep: Class 13 contains 1710 members 
Mstep: Class 14 contains 191048 members 
Mstep: Class 15 contains 12474 members 
Mstep: Class 16 contains 2233 members 
Mstep: Class 19 contains 2185 members 
Mstep: Class 20 contains 128028 members 
Entering Unmasked Estep 
Score: -23147818.000000 Penalty: 36036.289062
Splitting cluster 13 changes total score from -23148026.000000 to -23147818.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (191048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191048 members 
Entering Unmasked Estep 
Score: -9729136.000000 Penalty: 1976.045532
	Iteration 0F: 2 clusters Score -9729136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95483 members 
Mstep: Class 2 contains 95565 members 
Entering Unmasked Estep 
Score: -9600550.000000 Penalty: 3952.091064
	Iteration 0F: 3 clusters Score -9600550 nChanged 92677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96174 members 
Mstep: Class 2 contains 94874 members 
Entering Unmasked Estep 
Score: -9654073.000000 Penalty: 3952.091064
	Iteration 1F: 3 clusters Score -9654073 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96508 members 
Mstep: Class 2 contains 94540 members 
Entering Unmasked Estep 
Score: -9654859.000000 Penalty: 3952.091064
	Iteration 2Q: 3 clusters Score -9654859 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96887 members 
Mstep: Class 2 contains 94161 members 
Entering Unmasked Estep 
Score: -9655662.000000 Penalty: 3952.091064
	Iteration 3Q: 3 clusters Score -9655662 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97426 members 
Mstep: Class 2 contains 93622 members 
Entering Unmasked Estep 
Score: -9656538.000000 Penalty: 3952.091064
	Iteration 4Q: 3 clusters Score -9656538 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98174 members 
Mstep: Class 2 contains 92874 members 
Entering Unmasked Estep 
Score: -9657541.000000 Penalty: 3952.091064
	Iteration 5Q: 3 clusters Score -9657541 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99198 members 
Mstep: Class 2 contains 91850 members 
Entering Unmasked Estep 
Score: -9658676.000000 Penalty: 3952.091064
	Iteration 6Q: 3 clusters Score -9658676 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100807 members 
Mstep: Class 2 contains 90241 members 
Entering Unmasked Estep 
Score: -9660435.000000 Penalty: 3952.091064
	Iteration 7Q: 3 clusters Score -9660435 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103190 members 
Mstep: Class 2 contains 87858 members 
Entering Unmasked Estep 
Score: -9663126.000000 Penalty: 3952.091064
	Iteration 8Q: 3 clusters Score -9663126 nChanged 8574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106454 members 
Mstep: Class 2 contains 84594 members 
Entering Unmasked Estep 
Score: -9667547.000000 Penalty: 3952.091064
	Iteration 9Q: 3 clusters Score -9667547 nChanged 10158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110278 members 
Mstep: Class 2 contains 80770 members 
Entering Unmasked Estep 
Score: -9674102.000000 Penalty: 3952.091064
	Iteration 10F: 3 clusters Score -9674102 nChanged 11514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114416 members 
Mstep: Class 2 contains 76632 members 
Entering Unmasked Estep 
Score: -9682868.000000 Penalty: 3952.091064
	Iteration 11F: 3 clusters Score -9682868 nChanged 11294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117796 members 
Mstep: Class 2 contains 73252 members 
Entering Unmasked Estep 
Score: -9690381.000000 Penalty: 3952.091064
	Iteration 12F: 3 clusters Score -9690381 nChanged 8937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120461 members 
Mstep: Class 2 contains 70587 members 
Entering Unmasked Estep 
Score: -9694492.000000 Penalty: 3952.091064
	Iteration 13Q: 3 clusters Score -9694492 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122831 members 
Mstep: Class 2 contains 68217 members 
Entering Unmasked Estep 
Score: -9696161.000000 Penalty: 3952.091064
	Iteration 14Q: 3 clusters Score -9696161 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125227 members 
Mstep: Class 2 contains 65821 members 
Entering Unmasked Estep 
Score: -9696966.000000 Penalty: 3952.091064
	Iteration 15Q: 3 clusters Score -9696966 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127824 members 
Mstep: Class 2 contains 63224 members 
Entering Unmasked Estep 
Score: -9697618.000000 Penalty: 3952.091064
	Iteration 16Q: 3 clusters Score -9697618 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130637 members 
Mstep: Class 2 contains 60411 members 
Entering Unmasked Estep 
Score: -9698409.000000 Penalty: 3952.091064
	Iteration 17Q: 3 clusters Score -9698409 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133616 members 
Mstep: Class 2 contains 57432 members 
Entering Unmasked Estep 
Score: -9699250.000000 Penalty: 3952.091064
	Iteration 18Q: 3 clusters Score -9699250 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136786 members 
Mstep: Class 2 contains 54262 members 
Entering Unmasked Estep 
Score: -9700129.000000 Penalty: 3952.091064
	Iteration 19Q: 3 clusters Score -9700129 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140107 members 
Mstep: Class 2 contains 50941 members 
Entering Unmasked Estep 
Score: -9701039.000000 Penalty: 3952.091064
	Iteration 20F: 3 clusters Score -9701039 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143542 members 
Mstep: Class 2 contains 47506 members 
Entering Unmasked Estep 
Score: -9702135.000000 Penalty: 3952.091064
	Iteration 21Q: 3 clusters Score -9702135 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147187 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -9703379.000000 Penalty: 3952.091064
	Iteration 22Q: 3 clusters Score -9703379 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151041 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -9704765.000000 Penalty: 3952.091064
	Iteration 23Q: 3 clusters Score -9704765 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155020 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -9706517.000000 Penalty: 3952.091064
	Iteration 24Q: 3 clusters Score -9706517 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159088 members 
Mstep: Class 2 contains 31960 members 
Entering Unmasked Estep 
Score: -9708383.000000 Penalty: 3952.091064
	Iteration 25Q: 3 clusters Score -9708383 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163223 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -9710269.000000 Penalty: 3952.091064
	Iteration 26Q: 3 clusters Score -9710269 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167285 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -9712437.000000 Penalty: 3952.091064
	Iteration 27Q: 3 clusters Score -9712437 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171142 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -9714630.000000 Penalty: 3952.091064
	Iteration 28Q: 3 clusters Score -9714630 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174769 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -9716688.000000 Penalty: 3952.091064
	Iteration 29Q: 3 clusters Score -9716688 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178169 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -9718877.000000 Penalty: 3952.091064
	Iteration 30Q: 3 clusters Score -9718877 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181278 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -9720870.000000 Penalty: 3952.091064
	Iteration 31Q: 3 clusters Score -9720870 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183895 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -9722705.000000 Penalty: 3952.091064
	Iteration 32Q: 3 clusters Score -9722705 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186087 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -9724175.000000 Penalty: 3952.091064
	Iteration 33Q: 3 clusters Score -9724175 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187685 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -9725354.000000 Penalty: 3952.091064
	Iteration 34Q: 3 clusters Score -9725354 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188798 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -9726090.000000 Penalty: 3952.091064
	Iteration 35Q: 3 clusters Score -9726090 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189497 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -9726551.000000 Penalty: 3952.091064
	Iteration 36Q: 3 clusters Score -9726551 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189940 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -9726859.000000 Penalty: 3952.091064
	Iteration 37Q: 3 clusters Score -9726859 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190192 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -9727054.000000 Penalty: 3952.091064
	Iteration 38Q: 3 clusters Score -9727054 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190347 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -9727155.000000 Penalty: 3952.091064
	Iteration 39Q: 3 clusters Score -9727155 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190438 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -9727203.000000 Penalty: 3952.091064
	Iteration 40F: 3 clusters Score -9727203 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190498 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -9727247.000000 Penalty: 3952.091064
	Iteration 41Q: 3 clusters Score -9727247 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190534 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9727291.000000 Penalty: 3952.091064
	Iteration 42Q: 3 clusters Score -9727291 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190556 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -9727309.000000 Penalty: 3952.091064
	Iteration 43Q: 3 clusters Score -9727309 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190583 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -9727321.000000 Penalty: 3952.091064
	Iteration 44Q: 3 clusters Score -9727321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190599 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9727355.000000 Penalty: 3952.091064
	Iteration 45Q: 3 clusters Score -9727355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190611 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -9727352.000000 Penalty: 3952.091064
	Iteration 46Q: 3 clusters Score -9727352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190617 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9727358.000000 Penalty: 3952.091064
	Iteration 47Q: 3 clusters Score -9727358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190626 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9727359.000000 Penalty: 3952.091064
	Iteration 48Q: 3 clusters Score -9727359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190630 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9727367.000000 Penalty: 3952.091064
	Iteration 49Q: 3 clusters Score -9727367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190633 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -9727371.000000 Penalty: 3952.091064
	Iteration 50Q: 3 clusters Score -9727371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190635 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -9727375.000000 Penalty: 3952.091064
	Iteration 51Q: 3 clusters Score -9727375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190636 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -9727374.000000 Penalty: 3952.091064
	Iteration 52Q: 3 clusters Score -9727374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190636 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -9727380.000000 Penalty: 3952.091064
	Iteration 53Q: 3 clusters Score -9727380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190636 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -9727380.000000 Penalty: 3952.091064
	Iteration 54F: 3 clusters Score -9727380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Entering Unmasked Estep 
Score: -681303.062500 Penalty: 1532.602905
	Iteration 0F: 2 clusters Score -681303.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -672502.062500 Penalty: 3065.205811
	Iteration 0F: 3 clusters Score -672502.1 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -675386.500000 Penalty: 3065.205811
	Iteration 1F: 3 clusters Score -675386.5 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -675668.312500 Penalty: 3065.205811
	Iteration 2F: 3 clusters Score -675668.3 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -675855.250000 Penalty: 3065.205811
	Iteration 3Q: 3 clusters Score -675855.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -675987.062500 Penalty: 3065.205811
	Iteration 4Q: 3 clusters Score -675987.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -676093.812500 Penalty: 3065.205811
	Iteration 5Q: 3 clusters Score -676093.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -676203.375000 Penalty: 3065.205811
	Iteration 6Q: 3 clusters Score -676203.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -676309.812500 Penalty: 3065.205811
	Iteration 7Q: 3 clusters Score -676309.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -676428.000000 Penalty: 3065.205811
	Iteration 8Q: 3 clusters Score -676428 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -676566.312500 Penalty: 3065.205811
	Iteration 9Q: 3 clusters Score -676566.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -676745.437500 Penalty: 3065.205811
	Iteration 10Q: 3 clusters Score -676745.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -677000.812500 Penalty: 3065.205811
	Iteration 11Q: 3 clusters Score -677000.8 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -677301.562500 Penalty: 3065.205811
	Iteration 12Q: 3 clusters Score -677301.6 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -677704.000000 Penalty: 3065.205811
	Iteration 13Q: 3 clusters Score -677704 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -678203.437500 Penalty: 3065.205811
	Iteration 14F: 3 clusters Score -678203.4 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -678683.812500 Penalty: 3065.205811
	Iteration 15Q: 3 clusters Score -678683.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -679081.437500 Penalty: 3065.205811
	Iteration 16Q: 3 clusters Score -679081.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -679382.500000 Penalty: 3065.205811
	Iteration 17Q: 3 clusters Score -679382.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -679570.312500 Penalty: 3065.205811
	Iteration 18Q: 3 clusters Score -679570.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -679682.875000 Penalty: 3065.205811
	Iteration 19Q: 3 clusters Score -679682.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -679769.250000 Penalty: 3065.205811
	Iteration 20F: 3 clusters Score -679769.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -679830.000000 Penalty: 3065.205811
	Iteration 21Q: 3 clusters Score -679830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -679863.937500 Penalty: 3065.205811
	Iteration 22Q: 3 clusters Score -679863.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -679894.875000 Penalty: 3065.205811
	Iteration 23Q: 3 clusters Score -679894.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -679921.062500 Penalty: 3065.205811
	Iteration 24Q: 3 clusters Score -679921.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -679938.125000 Penalty: 3065.205811
	Iteration 25Q: 3 clusters Score -679938.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -679946.312500 Penalty: 3065.205811
	Iteration 26Q: 3 clusters Score -679946.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -679950.062500 Penalty: 3065.205811
	Iteration 27Q: 3 clusters Score -679950.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -679952.875000 Penalty: 3065.205811
	Iteration 28Q: 3 clusters Score -679952.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -679955.062500 Penalty: 3065.205811
	Iteration 29Q: 3 clusters Score -679955.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -679957.875000 Penalty: 3065.205811
	Iteration 30Q: 3 clusters Score -679957.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -679964.312500 Penalty: 3065.205811
	Iteration 31Q: 3 clusters Score -679964.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -679966.812500 Penalty: 3065.205811
	Iteration 32Q: 3 clusters Score -679966.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -679969.062500 Penalty: 3065.205811
	Iteration 33Q: 3 clusters Score -679969.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -679969.062500 Penalty: 3065.205811
	Iteration 34F: 3 clusters Score -679969.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Entering Unmasked Estep 
Score: -106040.351562 Penalty: 1253.053955
	Iteration 0F: 2 clusters Score -106040.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -103796.375000 Penalty: 2506.107910
	Iteration 0F: 3 clusters Score -103796.4 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -104317.914062 Penalty: 2506.107910
	Iteration 1F: 3 clusters Score -104317.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -104408.093750 Penalty: 2506.107910
	Iteration 2F: 3 clusters Score -104408.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -104459.367188 Penalty: 2506.107910
	Iteration 3Q: 3 clusters Score -104459.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -104491.007812 Penalty: 2506.107910
	Iteration 4Q: 3 clusters Score -104491 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -104514.523438 Penalty: 2506.107910
	Iteration 5Q: 3 clusters Score -104514.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -104533.960938 Penalty: 2506.107910
	Iteration 6Q: 3 clusters Score -104534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -104553.062500 Penalty: 2506.107910
	Iteration 7Q: 3 clusters Score -104553.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -104567.812500 Penalty: 2506.107910
	Iteration 8Q: 3 clusters Score -104567.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -104580.585938 Penalty: 2506.107910
	Iteration 9Q: 3 clusters Score -104580.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -104587.468750 Penalty: 2506.107910
	Iteration 10Q: 3 clusters Score -104587.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -104594.515625 Penalty: 2506.107910
	Iteration 11Q: 3 clusters Score -104594.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -104606.585938 Penalty: 2506.107910
	Iteration 12Q: 3 clusters Score -104606.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -104617.695312 Penalty: 2506.107910
	Iteration 13Q: 3 clusters Score -104617.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -104634.812500 Penalty: 2506.107910
	Iteration 14Q: 3 clusters Score -104634.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -104647.164062 Penalty: 2506.107910
	Iteration 15Q: 3 clusters Score -104647.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -104663.750000 Penalty: 2506.107910
	Iteration 16Q: 3 clusters Score -104663.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -104674.539062 Penalty: 2506.107910
	Iteration 17Q: 3 clusters Score -104674.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -104695.804688 Penalty: 2506.107910
	Iteration 18Q: 3 clusters Score -104695.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -104721.406250 Penalty: 2506.107910
	Iteration 19Q: 3 clusters Score -104721.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -104749.687500 Penalty: 2506.107910
	Iteration 20F: 3 clusters Score -104749.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -104779.125000 Penalty: 2506.107910
	Iteration 21Q: 3 clusters Score -104779.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -104801.132812 Penalty: 2506.107910
	Iteration 22Q: 3 clusters Score -104801.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -104816.585938 Penalty: 2506.107910
	Iteration 23Q: 3 clusters Score -104816.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -104838.585938 Penalty: 2506.107910
	Iteration 24Q: 3 clusters Score -104838.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -104875.062500 Penalty: 2506.107910
	Iteration 25Q: 3 clusters Score -104875.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -104921.414062 Penalty: 2506.107910
	Iteration 26Q: 3 clusters Score -104921.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -104969.804688 Penalty: 2506.107910
	Iteration 27Q: 3 clusters Score -104969.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -105011.375000 Penalty: 2506.107910
	Iteration 28Q: 3 clusters Score -105011.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -105055.968750 Penalty: 2506.107910
	Iteration 29Q: 3 clusters Score -105056 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -105109.132812 Penalty: 2506.107910
	Iteration 30Q: 3 clusters Score -105109.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -105162.164062 Penalty: 2506.107910
	Iteration 31Q: 3 clusters Score -105162.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -105223.085938 Penalty: 2506.107910
	Iteration 32Q: 3 clusters Score -105223.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -105266.085938 Penalty: 2506.107910
	Iteration 33Q: 3 clusters Score -105266.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -105297.789062 Penalty: 2506.107910
	Iteration 34Q: 3 clusters Score -105297.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -105328.546875 Penalty: 2506.107910
	Iteration 35Q: 3 clusters Score -105328.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -105350.085938 Penalty: 2506.107910
	Iteration 36Q: 3 clusters Score -105350.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -105363.250000 Penalty: 2506.107910
	Iteration 37Q: 3 clusters Score -105363.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -105373.171875 Penalty: 2506.107910
	Iteration 38Q: 3 clusters Score -105373.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -105384.539062 Penalty: 2506.107910
	Iteration 39Q: 3 clusters Score -105384.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -105398.460938 Penalty: 2506.107910
	Iteration 40F: 3 clusters Score -105398.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -105407.476562 Penalty: 2506.107910
	Iteration 41Q: 3 clusters Score -105407.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -105411.671875 Penalty: 2506.107910
	Iteration 42Q: 3 clusters Score -105411.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -105417.500000 Penalty: 2506.107910
	Iteration 43Q: 3 clusters Score -105417.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -105422.234375 Penalty: 2506.107910
	Iteration 44Q: 3 clusters Score -105422.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -105426.773438 Penalty: 2506.107910
	Iteration 45Q: 3 clusters Score -105426.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -105430.164062 Penalty: 2506.107910
	Iteration 46Q: 3 clusters Score -105430.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -105432.750000 Penalty: 2506.107910
	Iteration 47Q: 3 clusters Score -105432.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -105435.664062 Penalty: 2506.107910
	Iteration 48Q: 3 clusters Score -105435.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -105435.664062 Penalty: 2506.107910
	Iteration 49F: 3 clusters Score -105435.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Entering Unmasked Estep 
Score: -115040.656250 Penalty: 1249.522827
	Iteration 0F: 2 clusters Score -115040.7 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 1070 members 
Entering Unmasked Estep 
Score: -112847.703125 Penalty: 2499.045654
	Iteration 0F: 3 clusters Score -112847.7 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -113310.210938 Penalty: 2499.045654
	Iteration 1F: 3 clusters Score -113310.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -113408.687500 Penalty: 2499.045654
	Iteration 2F: 3 clusters Score -113408.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -113476.812500 Penalty: 2499.045654
	Iteration 3Q: 3 clusters Score -113476.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -113519.789062 Penalty: 2499.045654
	Iteration 4Q: 3 clusters Score -113519.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -113546.312500 Penalty: 2499.045654
	Iteration 5Q: 3 clusters Score -113546.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -113568.632812 Penalty: 2499.045654
	Iteration 6Q: 3 clusters Score -113568.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -113584.335938 Penalty: 2499.045654
	Iteration 7Q: 3 clusters Score -113584.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -113595.445312 Penalty: 2499.045654
	Iteration 8Q: 3 clusters Score -113595.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -113607.648438 Penalty: 2499.045654
	Iteration 9Q: 3 clusters Score -113607.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -113617.992188 Penalty: 2499.045654
	Iteration 10Q: 3 clusters Score -113618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -113626.437500 Penalty: 2499.045654
	Iteration 11Q: 3 clusters Score -113626.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -113635.437500 Penalty: 2499.045654
	Iteration 12Q: 3 clusters Score -113635.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -113642.601562 Penalty: 2499.045654
	Iteration 13Q: 3 clusters Score -113642.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -113648.289062 Penalty: 2499.045654
	Iteration 14Q: 3 clusters Score -113648.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -113657.406250 Penalty: 2499.045654
	Iteration 15Q: 3 clusters Score -113657.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -113666.445312 Penalty: 2499.045654
	Iteration 16Q: 3 clusters Score -113666.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -113672.937500 Penalty: 2499.045654
	Iteration 17Q: 3 clusters Score -113672.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -113674.843750 Penalty: 2499.045654
	Iteration 18Q: 3 clusters Score -113674.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -113676.156250 Penalty: 2499.045654
	Iteration 19Q: 3 clusters Score -113676.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -113677.304688 Penalty: 2499.045654
	Iteration 20F: 3 clusters Score -113677.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -113679.476562 Penalty: 2499.045654
	Iteration 21Q: 3 clusters Score -113679.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -113682.945312 Penalty: 2499.045654
	Iteration 22Q: 3 clusters Score -113682.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -113687.273438 Penalty: 2499.045654
	Iteration 23Q: 3 clusters Score -113687.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -113695.562500 Penalty: 2499.045654
	Iteration 24Q: 3 clusters Score -113695.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -113702.710938 Penalty: 2499.045654
	Iteration 25Q: 3 clusters Score -113702.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -113708.484375 Penalty: 2499.045654
	Iteration 26Q: 3 clusters Score -113708.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -113711.859375 Penalty: 2499.045654
	Iteration 27Q: 3 clusters Score -113711.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -113714.179688 Penalty: 2499.045654
	Iteration 28Q: 3 clusters Score -113714.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -113715.773438 Penalty: 2499.045654
	Iteration 29Q: 3 clusters Score -113715.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -113721.039062 Penalty: 2499.045654
	Iteration 30Q: 3 clusters Score -113721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -113727.281250 Penalty: 2499.045654
	Iteration 31Q: 3 clusters Score -113727.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -113732.062500 Penalty: 2499.045654
	Iteration 32Q: 3 clusters Score -113732.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -113736.242188 Penalty: 2499.045654
	Iteration 33Q: 3 clusters Score -113736.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -113739.671875 Penalty: 2499.045654
	Iteration 34Q: 3 clusters Score -113739.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -113740.804688 Penalty: 2499.045654
	Iteration 35Q: 3 clusters Score -113740.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -113741.468750 Penalty: 2499.045654
	Iteration 36Q: 3 clusters Score -113741.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -113741.929688 Penalty: 2499.045654
	Iteration 37Q: 3 clusters Score -113741.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -113742.710938 Penalty: 2499.045654
	Iteration 38Q: 3 clusters Score -113742.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -113746.156250 Penalty: 2499.045654
	Iteration 39Q: 3 clusters Score -113746.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -113748.156250 Penalty: 2499.045654
	Iteration 40F: 3 clusters Score -113748.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -113750.382812 Penalty: 2499.045654
	Iteration 41Q: 3 clusters Score -113750.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -113752.562500 Penalty: 2499.045654
	Iteration 42Q: 3 clusters Score -113752.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -113752.562500 Penalty: 2499.045654
	Iteration 43F: 3 clusters Score -113752.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (128028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128028 members 
Entering Unmasked Estep 
Score: -6684505.000000 Penalty: 1911.000610
	Iteration 0F: 2 clusters Score -6684505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63941 members 
Mstep: Class 2 contains 64087 members 
Entering Unmasked Estep 
Score: -6598282.500000 Penalty: 3822.001221
	Iteration 0F: 3 clusters Score -6598282 nChanged 61990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64129 members 
Mstep: Class 2 contains 63899 members 
Entering Unmasked Estep 
Score: -6635110.000000 Penalty: 3822.001221
	Iteration 1F: 3 clusters Score -6635110 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64216 members 
Mstep: Class 2 contains 63812 members 
Entering Unmasked Estep 
Score: -6636430.500000 Penalty: 3822.001221
	Iteration 2Q: 3 clusters Score -6636430 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64305 members 
Mstep: Class 2 contains 63723 members 
Entering Unmasked Estep 
Score: -6638378.000000 Penalty: 3822.001221
	Iteration 3Q: 3 clusters Score -6638378 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64282 members 
Mstep: Class 2 contains 63746 members 
Entering Unmasked Estep 
Score: -6641302.000000 Penalty: 3822.001221
	Iteration 4Q: 3 clusters Score -6641302 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64015 members 
Mstep: Class 2 contains 64013 members 
Entering Unmasked Estep 
Score: -6645805.500000 Penalty: 3822.001221
	Iteration 5F: 3 clusters Score -6645806 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63682 members 
Mstep: Class 2 contains 64346 members 
Entering Unmasked Estep 
Score: -6652625.500000 Penalty: 3822.001221
	Iteration 6F: 3 clusters Score -6652626 nChanged 9493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63469 members 
Mstep: Class 2 contains 64559 members 
Entering Unmasked Estep 
Score: -6660698.000000 Penalty: 3822.001221
	Iteration 7F: 3 clusters Score -6660698 nChanged 8425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63872 members 
Mstep: Class 2 contains 64156 members 
Entering Unmasked Estep 
Score: -6666815.000000 Penalty: 3822.001221
	Iteration 8F: 3 clusters Score -6666815 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64610 members 
Mstep: Class 2 contains 63418 members 
Entering Unmasked Estep 
Score: -6669370.000000 Penalty: 3822.001221
	Iteration 9Q: 3 clusters Score -6669370 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65251 members 
Mstep: Class 2 contains 62777 members 
Entering Unmasked Estep 
Score: -6670404.000000 Penalty: 3822.001221
	Iteration 10Q: 3 clusters Score -6670404 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65863 members 
Mstep: Class 2 contains 62165 members 
Entering Unmasked Estep 
Score: -6671063.500000 Penalty: 3822.001221
	Iteration 11Q: 3 clusters Score -6671064 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66460 members 
Mstep: Class 2 contains 61568 members 
Entering Unmasked Estep 
Score: -6671499.000000 Penalty: 3822.001221
	Iteration 12Q: 3 clusters Score -6671499 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67022 members 
Mstep: Class 2 contains 61006 members 
Entering Unmasked Estep 
Score: -6671862.000000 Penalty: 3822.001221
	Iteration 13Q: 3 clusters Score -6671862 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67577 members 
Mstep: Class 2 contains 60451 members 
Entering Unmasked Estep 
Score: -6672098.500000 Penalty: 3822.001221
	Iteration 14Q: 3 clusters Score -6672098 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68124 members 
Mstep: Class 2 contains 59904 members 
Entering Unmasked Estep 
Score: -6672326.500000 Penalty: 3822.001221
	Iteration 15Q: 3 clusters Score -6672326 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68653 members 
Mstep: Class 2 contains 59375 members 
Entering Unmasked Estep 
Score: -6672493.500000 Penalty: 3822.001221
	Iteration 16Q: 3 clusters Score -6672494 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69087 members 
Mstep: Class 2 contains 58941 members 
Entering Unmasked Estep 
Score: -6672589.500000 Penalty: 3822.001221
	Iteration 17Q: 3 clusters Score -6672590 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69546 members 
Mstep: Class 2 contains 58482 members 
Entering Unmasked Estep 
Score: -6672687.000000 Penalty: 3822.001221
	Iteration 18Q: 3 clusters Score -6672687 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70018 members 
Mstep: Class 2 contains 58010 members 
Entering Unmasked Estep 
Score: -6672732.500000 Penalty: 3822.001221
	Iteration 19Q: 3 clusters Score -6672732 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70488 members 
Mstep: Class 2 contains 57540 members 
Entering Unmasked Estep 
Score: -6672819.500000 Penalty: 3822.001221
	Iteration 20F: 3 clusters Score -6672820 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70963 members 
Mstep: Class 2 contains 57065 members 
Entering Unmasked Estep 
Score: -6672887.000000 Penalty: 3822.001221
	Iteration 21Q: 3 clusters Score -6672887 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71404 members 
Mstep: Class 2 contains 56624 members 
Entering Unmasked Estep 
Score: -6672896.000000 Penalty: 3822.001221
	Iteration 22Q: 3 clusters Score -6672896 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71844 members 
Mstep: Class 2 contains 56184 members 
Entering Unmasked Estep 
Score: -6672971.000000 Penalty: 3822.001221
	Iteration 23Q: 3 clusters Score -6672971 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72274 members 
Mstep: Class 2 contains 55754 members 
Entering Unmasked Estep 
Score: -6672960.500000 Penalty: 3822.001221
	Iteration 24Q: 3 clusters Score -6672960 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72723 members 
Mstep: Class 2 contains 55305 members 
Entering Unmasked Estep 
Score: -6672979.500000 Penalty: 3822.001221
	Iteration 25Q: 3 clusters Score -6672980 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73150 members 
Mstep: Class 2 contains 54878 members 
Entering Unmasked Estep 
Score: -6672983.000000 Penalty: 3822.001221
	Iteration 26Q: 3 clusters Score -6672983 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73599 members 
Mstep: Class 2 contains 54429 members 
Entering Unmasked Estep 
Score: -6673044.000000 Penalty: 3822.001221
	Iteration 27Q: 3 clusters Score -6673044 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74030 members 
Mstep: Class 2 contains 53998 members 
Entering Unmasked Estep 
Score: -6673102.000000 Penalty: 3822.001221
	Iteration 28Q: 3 clusters Score -6673102 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74500 members 
Mstep: Class 2 contains 53528 members 
Entering Unmasked Estep 
Score: -6673134.500000 Penalty: 3822.001221
	Iteration 29Q: 3 clusters Score -6673134 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74980 members 
Mstep: Class 2 contains 53048 members 
Entering Unmasked Estep 
Score: -6673186.500000 Penalty: 3822.001221
	Iteration 30Q: 3 clusters Score -6673186 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75455 members 
Mstep: Class 2 contains 52573 members 
Entering Unmasked Estep 
Score: -6673235.000000 Penalty: 3822.001221
	Iteration 31Q: 3 clusters Score -6673235 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75937 members 
Mstep: Class 2 contains 52091 members 
Entering Unmasked Estep 
Score: -6673284.000000 Penalty: 3822.001221
	Iteration 32Q: 3 clusters Score -6673284 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76424 members 
Mstep: Class 2 contains 51604 members 
Entering Unmasked Estep 
Score: -6673350.000000 Penalty: 3822.001221
	Iteration 33Q: 3 clusters Score -6673350 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76888 members 
Mstep: Class 2 contains 51140 members 
Entering Unmasked Estep 
Score: -6673426.500000 Penalty: 3822.001221
	Iteration 34Q: 3 clusters Score -6673426 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77344 members 
Mstep: Class 2 contains 50684 members 
Entering Unmasked Estep 
Score: -6673430.500000 Penalty: 3822.001221
	Iteration 35Q: 3 clusters Score -6673430 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77770 members 
Mstep: Class 2 contains 50258 members 
Entering Unmasked Estep 
Score: -6673469.000000 Penalty: 3822.001221
	Iteration 36Q: 3 clusters Score -6673469 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78222 members 
Mstep: Class 2 contains 49806 members 
Entering Unmasked Estep 
Score: -6673512.000000 Penalty: 3822.001221
	Iteration 37Q: 3 clusters Score -6673512 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78689 members 
Mstep: Class 2 contains 49339 members 
Entering Unmasked Estep 
Score: -6673542.000000 Penalty: 3822.001221
	Iteration 38Q: 3 clusters Score -6673542 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79180 members 
Mstep: Class 2 contains 48848 members 
Entering Unmasked Estep 
Score: -6673546.500000 Penalty: 3822.001221
	Iteration 39Q: 3 clusters Score -6673546 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79709 members 
Mstep: Class 2 contains 48319 members 
Entering Unmasked Estep 
Score: -6673640.000000 Penalty: 3822.001221
	Iteration 40F: 3 clusters Score -6673640 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80241 members 
Mstep: Class 2 contains 47787 members 
Entering Unmasked Estep 
Score: -6673701.000000 Penalty: 3822.001221
	Iteration 41Q: 3 clusters Score -6673701 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80810 members 
Mstep: Class 2 contains 47218 members 
Entering Unmasked Estep 
Score: -6673785.000000 Penalty: 3822.001221
	Iteration 42Q: 3 clusters Score -6673785 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81378 members 
Mstep: Class 2 contains 46650 members 
Entering Unmasked Estep 
Score: -6673857.500000 Penalty: 3822.001221
	Iteration 43Q: 3 clusters Score -6673858 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81960 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -6673900.500000 Penalty: 3822.001221
	Iteration 44Q: 3 clusters Score -6673900 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82533 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -6673946.500000 Penalty: 3822.001221
	Iteration 45Q: 3 clusters Score -6673946 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83106 members 
Mstep: Class 2 contains 44922 members 
Entering Unmasked Estep 
Score: -6674012.000000 Penalty: 3822.001221
	Iteration 46Q: 3 clusters Score -6674012 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83729 members 
Mstep: Class 2 contains 44299 members 
Entering Unmasked Estep 
Score: -6674089.000000 Penalty: 3822.001221
	Iteration 47Q: 3 clusters Score -6674089 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84367 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -6674119.000000 Penalty: 3822.001221
	Iteration 48Q: 3 clusters Score -6674119 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85006 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -6674235.000000 Penalty: 3822.001221
	Iteration 49Q: 3 clusters Score -6674235 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85628 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -6674287.500000 Penalty: 3822.001221
	Iteration 50Q: 3 clusters Score -6674288 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86302 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -6674337.000000 Penalty: 3822.001221
	Iteration 51Q: 3 clusters Score -6674337 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87041 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -6674455.500000 Penalty: 3822.001221
	Iteration 52Q: 3 clusters Score -6674456 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87809 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -6674570.500000 Penalty: 3822.001221
	Iteration 53Q: 3 clusters Score -6674570 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88522 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -6674655.500000 Penalty: 3822.001221
	Iteration 54Q: 3 clusters Score -6674656 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89253 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -6674786.000000 Penalty: 3822.001221
	Iteration 55Q: 3 clusters Score -6674786 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89980 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -6674868.500000 Penalty: 3822.001221
	Iteration 56Q: 3 clusters Score -6674868 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90708 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -6675015.500000 Penalty: 3822.001221
	Iteration 57Q: 3 clusters Score -6675016 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91446 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -6675102.500000 Penalty: 3822.001221
	Iteration 58Q: 3 clusters Score -6675102 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92221 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -6675239.500000 Penalty: 3822.001221
	Iteration 59Q: 3 clusters Score -6675240 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93008 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -6675381.000000 Penalty: 3822.001221
	Iteration 60F: 3 clusters Score -6675381 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93781 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -6675493.000000 Penalty: 3822.001221
	Iteration 61Q: 3 clusters Score -6675493 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94579 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -6675623.000000 Penalty: 3822.001221
	Iteration 62Q: 3 clusters Score -6675623 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95386 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -6675762.000000 Penalty: 3822.001221
	Iteration 63Q: 3 clusters Score -6675762 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96215 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -6675867.500000 Penalty: 3822.001221
	Iteration 64Q: 3 clusters Score -6675868 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97026 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -6676019.500000 Penalty: 3822.001221
	Iteration 65Q: 3 clusters Score -6676020 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97855 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -6676164.000000 Penalty: 3822.001221
	Iteration 66Q: 3 clusters Score -6676164 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98700 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -6676334.000000 Penalty: 3822.001221
	Iteration 67Q: 3 clusters Score -6676334 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99524 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -6676454.500000 Penalty: 3822.001221
	Iteration 68Q: 3 clusters Score -6676454 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100342 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -6676590.000000 Penalty: 3822.001221
	Iteration 69Q: 3 clusters Score -6676590 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101170 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -6676731.500000 Penalty: 3822.001221
	Iteration 70Q: 3 clusters Score -6676732 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101974 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -6676905.500000 Penalty: 3822.001221
	Iteration 71Q: 3 clusters Score -6676906 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102748 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -6677036.500000 Penalty: 3822.001221
	Iteration 72Q: 3 clusters Score -6677036 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103555 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -6677179.000000 Penalty: 3822.001221
	Iteration 73Q: 3 clusters Score -6677179 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104362 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -6677336.000000 Penalty: 3822.001221
	Iteration 74Q: 3 clusters Score -6677336 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105178 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -6677493.000000 Penalty: 3822.001221
	Iteration 75Q: 3 clusters Score -6677493 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105992 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -6677651.500000 Penalty: 3822.001221
	Iteration 76Q: 3 clusters Score -6677652 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106789 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -6677809.000000 Penalty: 3822.001221
	Iteration 77Q: 3 clusters Score -6677809 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107565 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -6678002.500000 Penalty: 3822.001221
	Iteration 78Q: 3 clusters Score -6678002 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108355 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -6678144.000000 Penalty: 3822.001221
	Iteration 79Q: 3 clusters Score -6678144 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109111 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -6678310.000000 Penalty: 3822.001221
	Iteration 80F: 3 clusters Score -6678310 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109854 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -6678464.000000 Penalty: 3822.001221
	Iteration 81Q: 3 clusters Score -6678464 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110605 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -6678611.000000 Penalty: 3822.001221
	Iteration 82Q: 3 clusters Score -6678611 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111353 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -6678794.500000 Penalty: 3822.001221
	Iteration 83Q: 3 clusters Score -6678794 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112092 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -6678958.000000 Penalty: 3822.001221
	Iteration 84Q: 3 clusters Score -6678958 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112819 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -6679159.000000 Penalty: 3822.001221
	Iteration 85Q: 3 clusters Score -6679159 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113573 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -6679334.500000 Penalty: 3822.001221
	Iteration 86Q: 3 clusters Score -6679334 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114294 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -6679512.500000 Penalty: 3822.001221
	Iteration 87Q: 3 clusters Score -6679512 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114973 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -6679682.500000 Penalty: 3822.001221
	Iteration 88Q: 3 clusters Score -6679682 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115620 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -6679830.500000 Penalty: 3822.001221
	Iteration 89Q: 3 clusters Score -6679830 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116257 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -6679939.000000 Penalty: 3822.001221
	Iteration 90Q: 3 clusters Score -6679939 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116865 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -6680060.500000 Penalty: 3822.001221
	Iteration 91Q: 3 clusters Score -6680060 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117469 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -6680196.500000 Penalty: 3822.001221
	Iteration 92Q: 3 clusters Score -6680196 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118081 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -6680333.500000 Penalty: 3822.001221
	Iteration 93Q: 3 clusters Score -6680334 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118661 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -6680476.500000 Penalty: 3822.001221
	Iteration 94Q: 3 clusters Score -6680476 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119249 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -6680632.000000 Penalty: 3822.001221
	Iteration 95Q: 3 clusters Score -6680632 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119828 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -6680751.500000 Penalty: 3822.001221
	Iteration 96Q: 3 clusters Score -6680752 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120420 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -6680942.000000 Penalty: 3822.001221
	Iteration 97Q: 3 clusters Score -6680942 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121002 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -6681083.500000 Penalty: 3822.001221
	Iteration 98Q: 3 clusters Score -6681084 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121625 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -6681290.500000 Penalty: 3822.001221
	Iteration 99Q: 3 clusters Score -6681290 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122227 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -6681453.000000 Penalty: 3822.001221
	Iteration 100F: 3 clusters Score -6681453 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122780 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -6681659.000000 Penalty: 3822.001221
	Iteration 101Q: 3 clusters Score -6681659 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123281 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -6681804.500000 Penalty: 3822.001221
	Iteration 102Q: 3 clusters Score -6681804 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123733 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -6681960.500000 Penalty: 3822.001221
	Iteration 103Q: 3 clusters Score -6681960 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124116 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -6682069.500000 Penalty: 3822.001221
	Iteration 104Q: 3 clusters Score -6682070 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124459 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -6682196.500000 Penalty: 3822.001221
	Iteration 105Q: 3 clusters Score -6682196 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124755 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -6682322.500000 Penalty: 3822.001221
	Iteration 106Q: 3 clusters Score -6682322 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125062 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -6682407.500000 Penalty: 3822.001221
	Iteration 107Q: 3 clusters Score -6682408 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125301 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -6682477.000000 Penalty: 3822.001221
	Iteration 108Q: 3 clusters Score -6682477 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125492 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -6682517.500000 Penalty: 3822.001221
	Iteration 109Q: 3 clusters Score -6682518 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125673 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -6682554.500000 Penalty: 3822.001221
	Iteration 110Q: 3 clusters Score -6682554 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125832 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -6682591.000000 Penalty: 3822.001221
	Iteration 111Q: 3 clusters Score -6682591 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125964 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -6682639.000000 Penalty: 3822.001221
	Iteration 112Q: 3 clusters Score -6682639 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126075 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -6682690.000000 Penalty: 3822.001221
	Iteration 113Q: 3 clusters Score -6682690 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126170 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -6682736.500000 Penalty: 3822.001221
	Iteration 114Q: 3 clusters Score -6682736 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126255 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -6682751.000000 Penalty: 3822.001221
	Iteration 115Q: 3 clusters Score -6682751 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126324 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -6682776.500000 Penalty: 3822.001221
	Iteration 116Q: 3 clusters Score -6682776 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126391 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -6682811.500000 Penalty: 3822.001221
	Iteration 117Q: 3 clusters Score -6682812 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126435 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -6682825.500000 Penalty: 3822.001221
	Iteration 118Q: 3 clusters Score -6682826 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126489 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -6682844.500000 Penalty: 3822.001221
	Iteration 119Q: 3 clusters Score -6682844 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126527 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -6682855.500000 Penalty: 3822.001221
	Iteration 120F: 3 clusters Score -6682856 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126560 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -6682862.000000 Penalty: 3822.001221
	Iteration 121Q: 3 clusters Score -6682862 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126593 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -6682867.000000 Penalty: 3822.001221
	Iteration 122Q: 3 clusters Score -6682867 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126624 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -6682875.500000 Penalty: 3822.001221
	Iteration 123Q: 3 clusters Score -6682876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126642 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -6682898.500000 Penalty: 3822.001221
	Iteration 124Q: 3 clusters Score -6682898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126658 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -6682900.000000 Penalty: 3822.001221
	Iteration 125Q: 3 clusters Score -6682900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126677 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -6682917.000000 Penalty: 3822.001221
	Iteration 126Q: 3 clusters Score -6682917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126695 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -6682927.000000 Penalty: 3822.001221
	Iteration 127Q: 3 clusters Score -6682927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126707 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -6682917.000000 Penalty: 3822.001221
	Iteration 128Q: 3 clusters Score -6682917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126715 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -6682922.000000 Penalty: 3822.001221
	Iteration 129Q: 3 clusters Score -6682922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126727 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -6682922.000000 Penalty: 3822.001221
	Iteration 130Q: 3 clusters Score -6682922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126734 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -6682929.000000 Penalty: 3822.001221
	Iteration 131Q: 3 clusters Score -6682929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126742 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -6682934.000000 Penalty: 3822.001221
	Iteration 132Q: 3 clusters Score -6682934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126756 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -6682930.000000 Penalty: 3822.001221
	Iteration 133Q: 3 clusters Score -6682930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126769 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -6682935.500000 Penalty: 3822.001221
	Iteration 134Q: 3 clusters Score -6682936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126777 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -6682940.000000 Penalty: 3822.001221
	Iteration 135Q: 3 clusters Score -6682940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126784 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -6682941.000000 Penalty: 3822.001221
	Iteration 136Q: 3 clusters Score -6682941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126793 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -6682951.000000 Penalty: 3822.001221
	Iteration 137Q: 3 clusters Score -6682951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126806 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -6682952.000000 Penalty: 3822.001221
	Iteration 138Q: 3 clusters Score -6682952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126814 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -6682944.500000 Penalty: 3822.001221
	Iteration 139Q: 3 clusters Score -6682944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126819 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -6682952.500000 Penalty: 3822.001221
	Iteration 140F: 3 clusters Score -6682952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126823 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -6682949.500000 Penalty: 3822.001221
	Iteration 141Q: 3 clusters Score -6682950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126824 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -6682951.000000 Penalty: 3822.001221
	Iteration 142Q: 3 clusters Score -6682951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126829 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -6682956.500000 Penalty: 3822.001221
	Iteration 143Q: 3 clusters Score -6682956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126834 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -6682957.500000 Penalty: 3822.001221
	Iteration 144Q: 3 clusters Score -6682958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126841 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -6682965.500000 Penalty: 3822.001221
	Iteration 145Q: 3 clusters Score -6682966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126845 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -6682966.500000 Penalty: 3822.001221
	Iteration 146Q: 3 clusters Score -6682966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126845 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -6682965.500000 Penalty: 3822.001221
	Iteration 147Q: 3 clusters Score -6682966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126848 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -6682968.000000 Penalty: 3822.001221
	Iteration 148Q: 3 clusters Score -6682968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126850 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -6682972.500000 Penalty: 3822.001221
	Iteration 149Q: 3 clusters Score -6682972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126851 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -6682974.000000 Penalty: 3822.001221
	Iteration 150Q: 3 clusters Score -6682974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126856 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -6682974.000000 Penalty: 3822.001221
	Iteration 151Q: 3 clusters Score -6682974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126863 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -6682970.500000 Penalty: 3822.001221
	Iteration 152Q: 3 clusters Score -6682970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126874 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -6682968.000000 Penalty: 3822.001221
	Iteration 153Q: 3 clusters Score -6682968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126883 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -6682969.500000 Penalty: 3822.001221
	Iteration 154Q: 3 clusters Score -6682970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126892 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -6682970.000000 Penalty: 3822.001221
	Iteration 155Q: 3 clusters Score -6682970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126897 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -6682975.500000 Penalty: 3822.001221
	Iteration 156Q: 3 clusters Score -6682976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126900 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -6682977.500000 Penalty: 3822.001221
	Iteration 157Q: 3 clusters Score -6682978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126903 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -6682976.000000 Penalty: 3822.001221
	Iteration 158Q: 3 clusters Score -6682976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126905 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -6682975.000000 Penalty: 3822.001221
	Iteration 159Q: 3 clusters Score -6682975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126909 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -6682979.000000 Penalty: 3822.001221
	Iteration 160F: 3 clusters Score -6682979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126915 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -6682983.000000 Penalty: 3822.001221
	Iteration 161Q: 3 clusters Score -6682983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126916 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -6682991.500000 Penalty: 3822.001221
	Iteration 162Q: 3 clusters Score -6682992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126919 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -6682992.500000 Penalty: 3822.001221
	Iteration 163Q: 3 clusters Score -6682992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126922 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -6682989.500000 Penalty: 3822.001221
	Iteration 164Q: 3 clusters Score -6682990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126925 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -6682989.000000 Penalty: 3822.001221
	Iteration 165Q: 3 clusters Score -6682989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126927 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -6682989.500000 Penalty: 3822.001221
	Iteration 166Q: 3 clusters Score -6682990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126930 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -6682999.000000 Penalty: 3822.001221
	Iteration 167Q: 3 clusters Score -6682999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126934 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -6682995.500000 Penalty: 3822.001221
	Iteration 168Q: 3 clusters Score -6682996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126940 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -6683006.000000 Penalty: 3822.001221
	Iteration 169Q: 3 clusters Score -6683006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126946 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -6683004.000000 Penalty: 3822.001221
	Iteration 170Q: 3 clusters Score -6683004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126953 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -6683005.000000 Penalty: 3822.001221
	Iteration 171Q: 3 clusters Score -6683005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126958 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -6683011.000000 Penalty: 3822.001221
	Iteration 172Q: 3 clusters Score -6683011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126964 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -6683015.000000 Penalty: 3822.001221
	Iteration 173Q: 3 clusters Score -6683015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126966 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -6683019.500000 Penalty: 3822.001221
	Iteration 174Q: 3 clusters Score -6683020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126970 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -6683020.000000 Penalty: 3822.001221
	Iteration 175Q: 3 clusters Score -6683020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126978 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6683019.000000 Penalty: 3822.001221
	Iteration 176Q: 3 clusters Score -6683019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126984 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -6683015.500000 Penalty: 3822.001221
	Iteration 177Q: 3 clusters Score -6683016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126987 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -6683015.500000 Penalty: 3822.001221
	Iteration 178Q: 3 clusters Score -6683016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126986 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -6683021.000000 Penalty: 3822.001221
	Iteration 179Q: 3 clusters Score -6683021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126987 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -6683021.000000 Penalty: 3822.001221
	Iteration 180F: 3 clusters Score -6683021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126990 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -6683023.000000 Penalty: 3822.001221
	Iteration 181Q: 3 clusters Score -6683023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126994 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -6683021.000000 Penalty: 3822.001221
	Iteration 182Q: 3 clusters Score -6683021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126997 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -6683024.500000 Penalty: 3822.001221
	Iteration 183Q: 3 clusters Score -6683024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127000 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -6683026.500000 Penalty: 3822.001221
	Iteration 184Q: 3 clusters Score -6683026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127000 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -6683026.500000 Penalty: 3822.001221
	Iteration 185F: 3 clusters Score -6683026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 3 contains 10251 members 
Mstep: Class 4 contains 10924 members 
Mstep: Class 5 contains 3515 members 
Mstep: Class 6 contains 3716 members 
Mstep: Class 7 contains 2262 members 
Mstep: Class 8 contains 4254 members 
Mstep: Class 9 contains 7326 members 
Mstep: Class 11 contains 10209 members 
Mstep: Class 12 contains 21766 members 
Mstep: Class 13 contains 37755 members 
Mstep: Class 14 contains 191048 members 
Mstep: Class 15 contains 12474 members 
Mstep: Class 16 contains 2233 members 
Mstep: Class 19 contains 2185 members 
Mstep: Class 20 contains 128028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148106.000000 Penalty: 33916.507812
Iteration 279Q: 17 clusters Score -2.314811e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 3 contains 10261 members 
Mstep: Class 4 contains 10976 members 
Mstep: Class 5 contains 3514 members 
Mstep: Class 6 contains 3709 members 
Mstep: Class 7 contains 2262 members 
Mstep: Class 8 contains 4255 members 
Mstep: Class 9 contains 7304 members 
Mstep: Class 11 contains 10190 members 
Mstep: Class 12 contains 21551 members 
Mstep: Class 13 contains 37723 members 
Mstep: Class 14 contains 191639 members 
Mstep: Class 15 contains 12460 members 
Mstep: Class 16 contains 2236 members 
Mstep: Class 19 contains 2184 members 
Mstep: Class 20 contains 127705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148172.000000 Penalty: 33916.507812
Iteration 280F: 17 clusters Score -2.314817e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 3 contains 10274 members 
Mstep: Class 4 contains 11021 members 
Mstep: Class 5 contains 3513 members 
Mstep: Class 6 contains 3704 members 
Mstep: Class 7 contains 2261 members 
Mstep: Class 8 contains 4255 members 
Mstep: Class 9 contains 7275 members 
Mstep: Class 11 contains 10165 members 
Mstep: Class 12 contains 21351 members 
Mstep: Class 13 contains 37691 members 
Mstep: Class 14 contains 192239 members 
Mstep: Class 15 contains 12443 members 
Mstep: Class 16 contains 2241 members 
Mstep: Class 19 contains 2184 members 
Mstep: Class 20 contains 127370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148196.000000 Penalty: 33916.507812
Iteration 281Q: 17 clusters Score -2.31482e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 3 contains 10291 members 
Mstep: Class 4 contains 11070 members 
Mstep: Class 5 contains 3511 members 
Mstep: Class 6 contains 3699 members 
Mstep: Class 7 contains 2263 members 
Mstep: Class 8 contains 4257 members 
Mstep: Class 9 contains 7257 members 
Mstep: Class 11 contains 10139 members 
Mstep: Class 12 contains 21141 members 
Mstep: Class 13 contains 37657 members 
Mstep: Class 14 contains 192820 members 
Mstep: Class 15 contains 12437 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 19 contains 2184 members 
Mstep: Class 20 contains 127041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148198.000000 Penalty: 33916.507812
Iteration 282Q: 17 clusters Score -2.31482e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 3 contains 10309 members 
Mstep: Class 4 contains 11124 members 
Mstep: Class 5 contains 3509 members 
Mstep: Class 6 contains 3691 members 
Mstep: Class 7 contains 2263 members 
Mstep: Class 8 contains 4251 members 
Mstep: Class 9 contains 7243 members 
Mstep: Class 11 contains 10109 members 
Mstep: Class 12 contains 20927 members 
Mstep: Class 13 contains 37620 members 
Mstep: Class 14 contains 193429 members 
Mstep: Class 15 contains 12440 members 
Mstep: Class 16 contains 2243 members 
Mstep: Class 19 contains 2182 members 
Mstep: Class 20 contains 126682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148272.000000 Penalty: 33916.507812
Iteration 283Q: 17 clusters Score -2.314827e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 3 contains 10322 members 
Mstep: Class 4 contains 11172 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 3677 members 
Mstep: Class 7 contains 2265 members 
Mstep: Class 8 contains 4248 members 
Mstep: Class 9 contains 7234 members 
Mstep: Class 11 contains 10086 members 
Mstep: Class 12 contains 20736 members 
Mstep: Class 13 contains 37583 members 
Mstep: Class 14 contains 194038 members 
Mstep: Class 15 contains 12445 members 
Mstep: Class 16 contains 2242 members 
Mstep: Class 19 contains 2181 members 
Mstep: Class 20 contains 126307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148304.000000 Penalty: 33916.507812
Iteration 284Q: 17 clusters Score -2.31483e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 3 contains 10330 members 
Mstep: Class 4 contains 11196 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 3668 members 
Mstep: Class 7 contains 2266 members 
Mstep: Class 8 contains 4245 members 
Mstep: Class 9 contains 7207 members 
Mstep: Class 11 contains 10065 members 
Mstep: Class 12 contains 20538 members 
Mstep: Class 13 contains 37538 members 
Mstep: Class 14 contains 194675 members 
Mstep: Class 15 contains 12442 members 
Mstep: Class 16 contains 2242 members 
Mstep: Class 19 contains 2181 members 
Mstep: Class 20 contains 125963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148322.000000 Penalty: 33916.507812
Iteration 285Q: 17 clusters Score -2.314832e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 3 contains 10339 members 
Mstep: Class 4 contains 11239 members 
Mstep: Class 5 contains 3505 members 
Mstep: Class 6 contains 3662 members 
Mstep: Class 7 contains 2266 members 
Mstep: Class 8 contains 4244 members 
Mstep: Class 9 contains 7186 members 
Mstep: Class 11 contains 10042 members 
Mstep: Class 12 contains 20349 members 
Mstep: Class 13 contains 37492 members 
Mstep: Class 14 contains 195328 members 
Mstep: Class 15 contains 12427 members 
Mstep: Class 16 contains 2242 members 
Mstep: Class 19 contains 2182 members 
Mstep: Class 20 contains 125579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148374.000000 Penalty: 33916.507812
Iteration 286Q: 17 clusters Score -2.314837e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 3 contains 10350 members 
Mstep: Class 4 contains 11287 members 
Mstep: Class 5 contains 3504 members 
Mstep: Class 6 contains 3649 members 
Mstep: Class 7 contains 2266 members 
Mstep: Class 8 contains 4244 members 
Mstep: Class 9 contains 7166 members 
Mstep: Class 11 contains 10021 members 
Mstep: Class 12 contains 20153 members 
Mstep: Class 13 contains 37448 members 
Mstep: Class 14 contains 195986 members 
Mstep: Class 15 contains 12412 members 
Mstep: Class 16 contains 2243 members 
Mstep: Class 19 contains 2182 members 
Mstep: Class 20 contains 125184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148380.000000 Penalty: 33916.507812
Iteration 287Q: 17 clusters Score -2.314838e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 3 contains 10356 members 
Mstep: Class 4 contains 11335 members 
Mstep: Class 5 contains 3504 members 
Mstep: Class 6 contains 3642 members 
Mstep: Class 7 contains 2263 members 
Mstep: Class 8 contains 4245 members 
Mstep: Class 9 contains 7150 members 
Mstep: Class 11 contains 10000 members 
Mstep: Class 12 contains 19933 members 
Mstep: Class 13 contains 37411 members 
Mstep: Class 14 contains 196649 members 
Mstep: Class 15 contains 12394 members 
Mstep: Class 16 contains 2245 members 
Mstep: Class 19 contains 2180 members 
Mstep: Class 20 contains 124803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148322.000000 Penalty: 33916.507812
Iteration 288Q: 17 clusters Score -2.314832e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 3 contains 10364 members 
Mstep: Class 4 contains 11364 members 
Mstep: Class 5 contains 3502 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 2263 members 
Mstep: Class 8 contains 4241 members 
Mstep: Class 9 contains 7132 members 
Mstep: Class 11 contains 9979 members 
Mstep: Class 12 contains 19724 members 
Mstep: Class 13 contains 37370 members 
Mstep: Class 14 contains 197314 members 
Mstep: Class 15 contains 12390 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 19 contains 2178 members 
Mstep: Class 20 contains 124422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148380.000000 Penalty: 33916.507812
Iteration 289Q: 17 clusters Score -2.314838e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 3 contains 10371 members 
Mstep: Class 4 contains 11404 members 
Mstep: Class 5 contains 3499 members 
Mstep: Class 6 contains 3625 members 
Mstep: Class 7 contains 2260 members 
Mstep: Class 8 contains 4240 members 
Mstep: Class 9 contains 7113 members 
Mstep: Class 11 contains 9950 members 
Mstep: Class 12 contains 19507 members 
Mstep: Class 13 contains 37329 members 
Mstep: Class 14 contains 198011 members 
Mstep: Class 15 contains 12372 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 19 contains 2175 members 
Mstep: Class 20 contains 124033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148522.000000 Penalty: 33916.507812
Iteration 290Q: 17 clusters Score -2.314852e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 3 contains 10384 members 
Mstep: Class 4 contains 11435 members 
Mstep: Class 5 contains 3498 members 
Mstep: Class 6 contains 3620 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 4240 members 
Mstep: Class 9 contains 7105 members 
Mstep: Class 11 contains 9927 members 
Mstep: Class 12 contains 19305 members 
Mstep: Class 13 contains 37286 members 
Mstep: Class 14 contains 198667 members 
Mstep: Class 15 contains 12358 members 
Mstep: Class 16 contains 2255 members 
Mstep: Class 19 contains 2173 members 
Mstep: Class 20 contains 123646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148564.000000 Penalty: 33916.507812
Iteration 291Q: 17 clusters Score -2.314856e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 3 contains 10388 members 
Mstep: Class 4 contains 11472 members 
Mstep: Class 5 contains 3496 members 
Mstep: Class 6 contains 3615 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 4240 members 
Mstep: Class 9 contains 7095 members 
Mstep: Class 11 contains 9902 members 
Mstep: Class 12 contains 19099 members 
Mstep: Class 13 contains 37251 members 
Mstep: Class 14 contains 199319 members 
Mstep: Class 15 contains 12344 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 19 contains 2171 members 
Mstep: Class 20 contains 123279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148540.000000 Penalty: 33916.507812
Iteration 292Q: 17 clusters Score -2.314854e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 3 contains 10394 members 
Mstep: Class 4 contains 11498 members 
Mstep: Class 5 contains 3496 members 
Mstep: Class 6 contains 3611 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 4242 members 
Mstep: Class 9 contains 7083 members 
Mstep: Class 11 contains 9877 members 
Mstep: Class 12 contains 18871 members 
Mstep: Class 13 contains 37208 members 
Mstep: Class 14 contains 199975 members 
Mstep: Class 15 contains 12330 members 
Mstep: Class 16 contains 2255 members 
Mstep: Class 19 contains 2169 members 
Mstep: Class 20 contains 122932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148570.000000 Penalty: 33916.507812
Iteration 293Q: 17 clusters Score -2.314857e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 3 contains 10404 members 
Mstep: Class 4 contains 11528 members 
Mstep: Class 5 contains 3494 members 
Mstep: Class 6 contains 3609 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 4239 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 11 contains 9859 members 
Mstep: Class 12 contains 18643 members 
Mstep: Class 13 contains 37162 members 
Mstep: Class 14 contains 200603 members 
Mstep: Class 15 contains 12332 members 
Mstep: Class 16 contains 2256 members 
Mstep: Class 19 contains 2169 members 
Mstep: Class 20 contains 122591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148604.000000 Penalty: 33916.507812
Iteration 294Q: 17 clusters Score -2.31486e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 3 contains 10422 members 
Mstep: Class 4 contains 11571 members 
Mstep: Class 5 contains 3491 members 
Mstep: Class 6 contains 3607 members 
Mstep: Class 7 contains 2257 members 
Mstep: Class 8 contains 4236 members 
Mstep: Class 9 contains 7057 members 
Mstep: Class 11 contains 9835 members 
Mstep: Class 12 contains 18458 members 
Mstep: Class 13 contains 37119 members 
Mstep: Class 14 contains 201208 members 
Mstep: Class 15 contains 12325 members 
Mstep: Class 16 contains 2261 members 
Mstep: Class 19 contains 2168 members 
Mstep: Class 20 contains 122213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148654.000000 Penalty: 33916.507812
Iteration 295Q: 17 clusters Score -2.314865e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 3 contains 10435 members 
Mstep: Class 4 contains 11608 members 
Mstep: Class 5 contains 3488 members 
Mstep: Class 6 contains 3599 members 
Mstep: Class 7 contains 2259 members 
Mstep: Class 8 contains 4236 members 
Mstep: Class 9 contains 7051 members 
Mstep: Class 11 contains 9803 members 
Mstep: Class 12 contains 18268 members 
Mstep: Class 13 contains 37079 members 
Mstep: Class 14 contains 201818 members 
Mstep: Class 15 contains 12328 members 
Mstep: Class 16 contains 2266 members 
Mstep: Class 19 contains 2168 members 
Mstep: Class 20 contains 121837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148650.000000 Penalty: 33916.507812
Iteration 296Q: 17 clusters Score -2.314865e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 3 contains 10448 members 
Mstep: Class 4 contains 11642 members 
Mstep: Class 5 contains 3488 members 
Mstep: Class 6 contains 3595 members 
Mstep: Class 7 contains 2261 members 
Mstep: Class 8 contains 4235 members 
Mstep: Class 9 contains 7044 members 
Mstep: Class 11 contains 9772 members 
Mstep: Class 12 contains 18068 members 
Mstep: Class 13 contains 37028 members 
Mstep: Class 14 contains 202436 members 
Mstep: Class 15 contains 12317 members 
Mstep: Class 16 contains 2267 members 
Mstep: Class 19 contains 2168 members 
Mstep: Class 20 contains 121482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148694.000000 Penalty: 33916.507812
Iteration 297Q: 17 clusters Score -2.314869e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 3 contains 10462 members 
Mstep: Class 4 contains 11664 members 
Mstep: Class 5 contains 3488 members 
Mstep: Class 6 contains 3586 members 
Mstep: Class 7 contains 2264 members 
Mstep: Class 8 contains 4231 members 
Mstep: Class 9 contains 7035 members 
Mstep: Class 11 contains 9736 members 
Mstep: Class 12 contains 17879 members 
Mstep: Class 13 contains 36982 members 
Mstep: Class 14 contains 203030 members 
Mstep: Class 15 contains 12287 members 
Mstep: Class 16 contains 2275 members 
Mstep: Class 19 contains 2166 members 
Mstep: Class 20 contains 121178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148700.000000 Penalty: 33916.507812
Iteration 298Q: 17 clusters Score -2.31487e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 3 contains 10468 members 
Mstep: Class 4 contains 11676 members 
Mstep: Class 5 contains 3486 members 
Mstep: Class 6 contains 3574 members 
Mstep: Class 7 contains 2265 members 
Mstep: Class 8 contains 4228 members 
Mstep: Class 9 contains 7024 members 
Mstep: Class 11 contains 9696 members 
Mstep: Class 12 contains 17688 members 
Mstep: Class 13 contains 36939 members 
Mstep: Class 14 contains 203670 members 
Mstep: Class 15 contains 12272 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 20 contains 120839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148792.000000 Penalty: 33916.507812
Iteration 299Q: 17 clusters Score -2.314879e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 3 contains 10479 members 
Mstep: Class 4 contains 11688 members 
Mstep: Class 5 contains 3483 members 
Mstep: Class 6 contains 3561 members 
Mstep: Class 7 contains 2267 members 
Mstep: Class 8 contains 4228 members 
Mstep: Class 9 contains 7014 members 
Mstep: Class 11 contains 9677 members 
Mstep: Class 12 contains 17511 members 
Mstep: Class 13 contains 36894 members 
Mstep: Class 14 contains 204262 members 
Mstep: Class 15 contains 12260 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 19 contains 2164 members 
Mstep: Class 20 contains 120497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148832.000000 Penalty: 33916.507812
Iteration 300F: 17 clusters Score -2.314883e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 3 contains 10488 members 
Mstep: Class 4 contains 11703 members 
Mstep: Class 5 contains 3483 members 
Mstep: Class 6 contains 3552 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 4229 members 
Mstep: Class 9 contains 7001 members 
Mstep: Class 11 contains 9653 members 
Mstep: Class 12 contains 17311 members 
Mstep: Class 13 contains 36853 members 
Mstep: Class 14 contains 204850 members 
Mstep: Class 15 contains 12244 members 
Mstep: Class 16 contains 2291 members 
Mstep: Class 19 contains 2165 members 
Mstep: Class 20 contains 120191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148846.000000 Penalty: 33916.507812
Iteration 301Q: 17 clusters Score -2.314885e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 3 contains 10494 members 
Mstep: Class 4 contains 11714 members 
Mstep: Class 5 contains 3483 members 
Mstep: Class 6 contains 3544 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 4226 members 
Mstep: Class 9 contains 6988 members 
Mstep: Class 11 contains 9628 members 
Mstep: Class 12 contains 17107 members 
Mstep: Class 13 contains 36821 members 
Mstep: Class 14 contains 205432 members 
Mstep: Class 15 contains 12232 members 
Mstep: Class 16 contains 2293 members 
Mstep: Class 19 contains 2168 members 
Mstep: Class 20 contains 119894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148790.000000 Penalty: 33916.507812
Iteration 302Q: 17 clusters Score -2.314879e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 3 contains 10501 members 
Mstep: Class 4 contains 11727 members 
Mstep: Class 5 contains 3476 members 
Mstep: Class 6 contains 3535 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 4227 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 11 contains 9594 members 
Mstep: Class 12 contains 16901 members 
Mstep: Class 13 contains 36794 members 
Mstep: Class 14 contains 206020 members 
Mstep: Class 15 contains 12212 members 
Mstep: Class 16 contains 2295 members 
Mstep: Class 19 contains 2167 members 
Mstep: Class 20 contains 119599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148860.000000 Penalty: 33916.507812
Iteration 303Q: 17 clusters Score -2.314886e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 3 contains 10514 members 
Mstep: Class 4 contains 11738 members 
Mstep: Class 5 contains 3466 members 
Mstep: Class 6 contains 3527 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 4230 members 
Mstep: Class 9 contains 6967 members 
Mstep: Class 11 contains 9560 members 
Mstep: Class 12 contains 16690 members 
Mstep: Class 13 contains 36762 members 
Mstep: Class 14 contains 206599 members 
Mstep: Class 15 contains 12185 members 
Mstep: Class 16 contains 2299 members 
Mstep: Class 19 contains 2165 members 
Mstep: Class 20 contains 119328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148880.000000 Penalty: 33916.507812
Iteration 304Q: 17 clusters Score -2.314888e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 3 contains 10530 members 
Mstep: Class 4 contains 11756 members 
Mstep: Class 5 contains 3461 members 
Mstep: Class 6 contains 3517 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 4230 members 
Mstep: Class 9 contains 6958 members 
Mstep: Class 11 contains 9533 members 
Mstep: Class 12 contains 16490 members 
Mstep: Class 13 contains 36715 members 
Mstep: Class 14 contains 207163 members 
Mstep: Class 15 contains 12161 members 
Mstep: Class 16 contains 2305 members 
Mstep: Class 19 contains 2165 members 
Mstep: Class 20 contains 119046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148964.000000 Penalty: 33916.507812
Iteration 305Q: 17 clusters Score -2.314896e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 3 contains 10546 members 
Mstep: Class 4 contains 11758 members 
Mstep: Class 5 contains 3457 members 
Mstep: Class 6 contains 3508 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 4229 members 
Mstep: Class 9 contains 6952 members 
Mstep: Class 11 contains 9499 members 
Mstep: Class 12 contains 16283 members 
Mstep: Class 13 contains 36685 members 
Mstep: Class 14 contains 207745 members 
Mstep: Class 15 contains 12130 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 19 contains 2168 members 
Mstep: Class 20 contains 118757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23149016.000000 Penalty: 33916.507812
Iteration 306Q: 17 clusters Score -2.314902e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 3 contains 10559 members 
Mstep: Class 4 contains 11786 members 
Mstep: Class 5 contains 3453 members 
Mstep: Class 6 contains 3500 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 4229 members 
Mstep: Class 9 contains 6941 members 
Mstep: Class 11 contains 9470 members 
Mstep: Class 12 contains 16086 members 
Mstep: Class 13 contains 36658 members 
Mstep: Class 14 contains 208312 members 
Mstep: Class 15 contains 12103 members 
Mstep: Class 16 contains 2319 members 
Mstep: Class 19 contains 2170 members 
Mstep: Class 20 contains 118442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148984.000000 Penalty: 33916.507812
Iteration 307Q: 17 clusters Score -2.314898e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 3 contains 10573 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 3490 members 
Mstep: Class 7 contains 2279 members 
Mstep: Class 8 contains 4229 members 
Mstep: Class 9 contains 6938 members 
Mstep: Class 11 contains 9425 members 
Mstep: Class 12 contains 15891 members 
Mstep: Class 13 contains 36636 members 
Mstep: Class 14 contains 208908 members 
Mstep: Class 15 contains 12084 members 
Mstep: Class 16 contains 2328 members 
Mstep: Class 19 contains 2169 members 
Mstep: Class 20 contains 118103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23149016.000000 Penalty: 33916.507812
Iteration 308Q: 17 clusters Score -2.314902e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 3 contains 10582 members 
Mstep: Class 4 contains 11824 members 
Mstep: Class 5 contains 3448 members 
Mstep: Class 6 contains 3484 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 4225 members 
Mstep: Class 9 contains 6935 members 
Mstep: Class 11 contains 9391 members 
Mstep: Class 12 contains 15693 members 
Mstep: Class 13 contains 36613 members 
Mstep: Class 14 contains 209535 members 
Mstep: Class 15 contains 12066 members 
Mstep: Class 16 contains 2339 members 
Mstep: Class 19 contains 2169 members 
Mstep: Class 20 contains 117735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23149064.000000 Penalty: 33916.507812
Iteration 309Q: 17 clusters Score -2.314906e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 3 contains 10594 members 
Mstep: Class 4 contains 11841 members 
Mstep: Class 5 contains 3446 members 
Mstep: Class 6 contains 3478 members 
Mstep: Class 7 contains 2279 members 
Mstep: Class 8 contains 4220 members 
Mstep: Class 9 contains 6932 members 
Mstep: Class 11 contains 9356 members 
Mstep: Class 12 contains 15505 members 
Mstep: Class 13 contains 36584 members 
Mstep: Class 14 contains 210169 members 
Mstep: Class 15 contains 12049 members 
Mstep: Class 16 contains 2342 members 
Mstep: Class 19 contains 2168 members 
Mstep: Class 20 contains 117360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23149160.000000 Penalty: 33916.507812
Iteration 310Q: 17 clusters Score -2.314916e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 3 contains 10610 members 
Mstep: Class 4 contains 11858 members 
Mstep: Class 5 contains 3444 members 
Mstep: Class 6 contains 3469 members 
Mstep: Class 7 contains 2282 members 
Mstep: Class 8 contains 4213 members 
Mstep: Class 9 contains 6923 members 
Mstep: Class 11 contains 9333 members 
Mstep: Class 12 contains 15295 members 
Mstep: Class 13 contains 36553 members 
Mstep: Class 14 contains 210805 members 
Mstep: Class 15 contains 12040 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 19 contains 2168 members 
Mstep: Class 20 contains 116986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23149182.000000 Penalty: 33916.507812
Iteration 311Q: 17 clusters Score -2.314918e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 3 contains 10625 members 
Mstep: Class 4 contains 11863 members 
Mstep: Class 5 contains 3444 members 
Mstep: Class 6 contains 3461 members 
Mstep: Class 7 contains 2282 members 
Mstep: Class 8 contains 4214 members 
Mstep: Class 9 contains 6916 members 
Mstep: Class 11 contains 9320 members 
Mstep: Class 12 contains 15077 members 
Mstep: Class 13 contains 36523 members 
Mstep: Class 14 contains 211397 members 
Mstep: Class 15 contains 12023 members 
Mstep: Class 16 contains 2351 members 
Mstep: Class 19 contains 2168 members 
Mstep: Class 20 contains 116664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23149236.000000 Penalty: 33916.507812
Iteration 312Q: 17 clusters Score -2.314924e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 3 contains 10637 members 
Mstep: Class 4 contains 11863 members 
Mstep: Class 5 contains 3442 members 
Mstep: Class 6 contains 3460 members 
Mstep: Class 7 contains 2285 members 
Mstep: Class 8 contains 4217 members 
Mstep: Class 9 contains 6912 members 
Mstep: Class 11 contains 9309 members 
Mstep: Class 12 contains 14865 members 
Mstep: Class 13 contains 36482 members 
Mstep: Class 14 contains 211992 members 
Mstep: Class 15 contains 12004 members 
Mstep: Class 16 contains 2352 members 
Mstep: Class 19 contains 2168 members 
Mstep: Class 20 contains 116340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23149392.000000 Penalty: 33916.507812
Iteration 313Q: 17 clusters Score -2.314939e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 3 contains 10647 members 
Mstep: Class 4 contains 11875 members 
Mstep: Class 5 contains 3441 members 
Mstep: Class 6 contains 3457 members 
Mstep: Class 7 contains 2284 members 
Mstep: Class 8 contains 4218 members 
Mstep: Class 9 contains 6908 members 
Mstep: Class 11 contains 9292 members 
Mstep: Class 12 contains 14626 members 
Mstep: Class 13 contains 36441 members 
Mstep: Class 14 contains 212608 members 
Mstep: Class 15 contains 12003 members 
Mstep: Class 16 contains 2351 members 
Mstep: Class 19 contains 2168 members 
Mstep: Class 20 contains 116006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23149428.000000 Penalty: 33916.507812
Iteration 314Q: 17 clusters Score -2.314943e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 3 contains 10666 members 
Mstep: Class 4 contains 11886 members 
Mstep: Class 5 contains 3434 members 
Mstep: Class 6 contains 3451 members 
Mstep: Class 7 contains 2284 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 6899 members 
Mstep: Class 11 contains 9275 members 
Mstep: Class 12 contains 14411 members 
Mstep: Class 13 contains 36405 members 
Mstep: Class 14 contains 213213 members 
Mstep: Class 15 contains 11993 members 
Mstep: Class 16 contains 2358 members 
Mstep: Class 19 contains 2165 members 
Mstep: Class 20 contains 115669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23149564.000000 Penalty: 33916.507812
Iteration 315Q: 17 clusters Score -2.314956e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 3 contains 10680 members 
Mstep: Class 4 contains 11888 members 
Mstep: Class 5 contains 3428 members 
Mstep: Class 6 contains 3443 members 
Mstep: Class 7 contains 2284 members 
Mstep: Class 8 contains 4220 members 
Mstep: Class 9 contains 6895 members 
Mstep: Class 11 contains 9259 members 
Mstep: Class 12 contains 14193 members 
Mstep: Class 13 contains 36371 members 
Mstep: Class 14 contains 213815 members 
Mstep: Class 15 contains 11980 members 
Mstep: Class 16 contains 2367 members 
Mstep: Class 19 contains 2159 members 
Mstep: Class 20 contains 115346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23149606.000000 Penalty: 33916.507812
Iteration 316Q: 17 clusters Score -2.314961e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 3 contains 10696 members 
Mstep: Class 4 contains 11888 members 
Mstep: Class 5 contains 3423 members 
Mstep: Class 6 contains 3439 members 
Mstep: Class 7 contains 2284 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 6884 members 
Mstep: Class 11 contains 9246 members 
Mstep: Class 12 contains 13993 members 
Mstep: Class 13 contains 36331 members 
Mstep: Class 14 contains 214383 members 
Mstep: Class 15 contains 11970 members 
Mstep: Class 16 contains 2374 members 
Mstep: Class 19 contains 2160 members 
Mstep: Class 20 contains 115041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23149560.000000 Penalty: 33916.507812
Iteration 317Q: 17 clusters Score -2.314956e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 3 contains 10711 members 
Mstep: Class 4 contains 11898 members 
Mstep: Class 5 contains 3422 members 
Mstep: Class 6 contains 3430 members 
Mstep: Class 7 contains 2282 members 
Mstep: Class 8 contains 4217 members 
Mstep: Class 9 contains 6872 members 
Mstep: Class 11 contains 9240 members 
Mstep: Class 12 contains 13804 members 
Mstep: Class 13 contains 36304 members 
Mstep: Class 14 contains 214907 members 
Mstep: Class 15 contains 11948 members 
Mstep: Class 16 contains 2384 members 
Mstep: Class 19 contains 2160 members 
Mstep: Class 20 contains 114755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23149666.000000 Penalty: 33916.507812
Iteration 318Q: 17 clusters Score -2.314967e+07 nChanged 697
Entering ConstructFrom: 
Score: -23149666.000000 Penalty: 33916.507812
Entering ConstructFrom: 
Trying to split cluster 1 (14350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Entering Unmasked Estep 
Score: -776373.312500 Penalty: 1555.369629
	Iteration 0F: 2 clusters Score -776373.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -766463.375000 Penalty: 3110.739258
	Iteration 0F: 3 clusters Score -766463.4 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -769825.750000 Penalty: 3110.739258
	Iteration 1F: 3 clusters Score -769825.8 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -770144.375000 Penalty: 3110.739258
	Iteration 2F: 3 clusters Score -770144.4 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -770422.062500 Penalty: 3110.739258
	Iteration 3F: 3 clusters Score -770422.1 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -770666.125000 Penalty: 3110.739258
	Iteration 4Q: 3 clusters Score -770666.1 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -770919.125000 Penalty: 3110.739258
	Iteration 5Q: 3 clusters Score -770919.1 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -771198.500000 Penalty: 3110.739258
	Iteration 6Q: 3 clusters Score -771198.5 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -771502.687500 Penalty: 3110.739258
	Iteration 7Q: 3 clusters Score -771502.7 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -771838.687500 Penalty: 3110.739258
	Iteration 8Q: 3 clusters Score -771838.7 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -772236.812500 Penalty: 3110.739258
	Iteration 9Q: 3 clusters Score -772236.8 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -772659.437500 Penalty: 3110.739258
	Iteration 10Q: 3 clusters Score -772659.4 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -773023.625000 Penalty: 3110.739258
	Iteration 11Q: 3 clusters Score -773023.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -773238.000000 Penalty: 3110.739258
	Iteration 12Q: 3 clusters Score -773238 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -773347.562500 Penalty: 3110.739258
	Iteration 13Q: 3 clusters Score -773347.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -773394.687500 Penalty: 3110.739258
	Iteration 14Q: 3 clusters Score -773394.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -773422.437500 Penalty: 3110.739258
	Iteration 15Q: 3 clusters Score -773422.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -773441.687500 Penalty: 3110.739258
	Iteration 16Q: 3 clusters Score -773441.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -773452.250000 Penalty: 3110.739258
	Iteration 17Q: 3 clusters Score -773452.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -773462.062500 Penalty: 3110.739258
	Iteration 18Q: 3 clusters Score -773462.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -773475.750000 Penalty: 3110.739258
	Iteration 19Q: 3 clusters Score -773475.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -773486.687500 Penalty: 3110.739258
	Iteration 20F: 3 clusters Score -773486.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -773499.625000 Penalty: 3110.739258
	Iteration 21Q: 3 clusters Score -773499.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -773510.187500 Penalty: 3110.739258
	Iteration 22Q: 3 clusters Score -773510.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -773518.125000 Penalty: 3110.739258
	Iteration 23Q: 3 clusters Score -773518.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -773526.437500 Penalty: 3110.739258
	Iteration 24Q: 3 clusters Score -773526.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -773533.937500 Penalty: 3110.739258
	Iteration 25Q: 3 clusters Score -773533.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -773543.125000 Penalty: 3110.739258
	Iteration 26Q: 3 clusters Score -773543.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -773546.500000 Penalty: 3110.739258
	Iteration 27Q: 3 clusters Score -773546.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -773558.250000 Penalty: 3110.739258
	Iteration 28Q: 3 clusters Score -773558.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -773564.562500 Penalty: 3110.739258
	Iteration 29Q: 3 clusters Score -773564.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -773575.562500 Penalty: 3110.739258
	Iteration 30Q: 3 clusters Score -773575.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -773582.250000 Penalty: 3110.739258
	Iteration 31Q: 3 clusters Score -773582.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -773585.937500 Penalty: 3110.739258
	Iteration 32Q: 3 clusters Score -773585.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -773592.562500 Penalty: 3110.739258
	Iteration 33Q: 3 clusters Score -773592.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -773603.687500 Penalty: 3110.739258
	Iteration 34Q: 3 clusters Score -773603.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -773613.687500 Penalty: 3110.739258
	Iteration 35Q: 3 clusters Score -773613.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -773618.875000 Penalty: 3110.739258
	Iteration 36Q: 3 clusters Score -773618.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -773626.312500 Penalty: 3110.739258
	Iteration 37Q: 3 clusters Score -773626.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -773630.937500 Penalty: 3110.739258
	Iteration 38Q: 3 clusters Score -773630.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -773635.062500 Penalty: 3110.739258
	Iteration 39Q: 3 clusters Score -773635.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -773642.687500 Penalty: 3110.739258
	Iteration 40F: 3 clusters Score -773642.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -773644.062500 Penalty: 3110.739258
	Iteration 41Q: 3 clusters Score -773644.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -773650.937500 Penalty: 3110.739258
	Iteration 42Q: 3 clusters Score -773650.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -773652.187500 Penalty: 3110.739258
	Iteration 43Q: 3 clusters Score -773652.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -773654.250000 Penalty: 3110.739258
	Iteration 44Q: 3 clusters Score -773654.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -773655.687500 Penalty: 3110.739258
	Iteration 45Q: 3 clusters Score -773655.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -773657.562500 Penalty: 3110.739258
	Iteration 46Q: 3 clusters Score -773657.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -773659.875000 Penalty: 3110.739258
	Iteration 47Q: 3 clusters Score -773659.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -773662.375000 Penalty: 3110.739258
	Iteration 48Q: 3 clusters Score -773662.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -773666.875000 Penalty: 3110.739258
	Iteration 49Q: 3 clusters Score -773666.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -773667.687500 Penalty: 3110.739258
	Iteration 50Q: 3 clusters Score -773667.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -773669.687500 Penalty: 3110.739258
	Iteration 51Q: 3 clusters Score -773669.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -773670.250000 Penalty: 3110.739258
	Iteration 52Q: 3 clusters Score -773670.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -773674.000000 Penalty: 3110.739258
	Iteration 53Q: 3 clusters Score -773674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -773675.000000 Penalty: 3110.739258
	Iteration 54Q: 3 clusters Score -773675 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -773680.062500 Penalty: 3110.739258
	Iteration 55Q: 3 clusters Score -773680.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -773683.062500 Penalty: 3110.739258
	Iteration 56Q: 3 clusters Score -773683.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -773689.125000 Penalty: 3110.739258
	Iteration 57Q: 3 clusters Score -773689.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -773690.250000 Penalty: 3110.739258
	Iteration 58Q: 3 clusters Score -773690.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -773693.187500 Penalty: 3110.739258
	Iteration 59Q: 3 clusters Score -773693.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -773698.375000 Penalty: 3110.739258
	Iteration 60F: 3 clusters Score -773698.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -773701.312500 Penalty: 3110.739258
	Iteration 61Q: 3 clusters Score -773701.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -773703.750000 Penalty: 3110.739258
	Iteration 62Q: 3 clusters Score -773703.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -773708.000000 Penalty: 3110.739258
	Iteration 63Q: 3 clusters Score -773708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -773710.937500 Penalty: 3110.739258
	Iteration 64Q: 3 clusters Score -773710.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -773715.500000 Penalty: 3110.739258
	Iteration 65Q: 3 clusters Score -773715.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -773716.937500 Penalty: 3110.739258
	Iteration 66Q: 3 clusters Score -773716.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -773722.937500 Penalty: 3110.739258
	Iteration 67Q: 3 clusters Score -773722.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -773729.125000 Penalty: 3110.739258
	Iteration 68Q: 3 clusters Score -773729.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -773735.000000 Penalty: 3110.739258
	Iteration 69Q: 3 clusters Score -773735 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -773742.375000 Penalty: 3110.739258
	Iteration 70Q: 3 clusters Score -773742.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -773748.562500 Penalty: 3110.739258
	Iteration 71Q: 3 clusters Score -773748.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -773755.250000 Penalty: 3110.739258
	Iteration 72Q: 3 clusters Score -773755.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -773760.375000 Penalty: 3110.739258
	Iteration 73Q: 3 clusters Score -773760.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -773765.062500 Penalty: 3110.739258
	Iteration 74Q: 3 clusters Score -773765.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -773768.812500 Penalty: 3110.739258
	Iteration 75Q: 3 clusters Score -773768.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -773775.875000 Penalty: 3110.739258
	Iteration 76Q: 3 clusters Score -773775.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -773782.500000 Penalty: 3110.739258
	Iteration 77Q: 3 clusters Score -773782.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -773790.625000 Penalty: 3110.739258
	Iteration 78Q: 3 clusters Score -773790.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -773800.562500 Penalty: 3110.739258
	Iteration 79Q: 3 clusters Score -773800.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -773811.312500 Penalty: 3110.739258
	Iteration 80F: 3 clusters Score -773811.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -773824.375000 Penalty: 3110.739258
	Iteration 81Q: 3 clusters Score -773824.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -773838.125000 Penalty: 3110.739258
	Iteration 82Q: 3 clusters Score -773838.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -773851.875000 Penalty: 3110.739258
	Iteration 83Q: 3 clusters Score -773851.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -773869.437500 Penalty: 3110.739258
	Iteration 84Q: 3 clusters Score -773869.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -773893.437500 Penalty: 3110.739258
	Iteration 85Q: 3 clusters Score -773893.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -773923.625000 Penalty: 3110.739258
	Iteration 86Q: 3 clusters Score -773923.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -773959.062500 Penalty: 3110.739258
	Iteration 87Q: 3 clusters Score -773959.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -773997.875000 Penalty: 3110.739258
	Iteration 88Q: 3 clusters Score -773997.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -774044.187500 Penalty: 3110.739258
	Iteration 89Q: 3 clusters Score -774044.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -774081.187500 Penalty: 3110.739258
	Iteration 90Q: 3 clusters Score -774081.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -774114.500000 Penalty: 3110.739258
	Iteration 91Q: 3 clusters Score -774114.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -774144.812500 Penalty: 3110.739258
	Iteration 92Q: 3 clusters Score -774144.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -774189.187500 Penalty: 3110.739258
	Iteration 93Q: 3 clusters Score -774189.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -774232.812500 Penalty: 3110.739258
	Iteration 94Q: 3 clusters Score -774232.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -774271.625000 Penalty: 3110.739258
	Iteration 95Q: 3 clusters Score -774271.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -774308.125000 Penalty: 3110.739258
	Iteration 96Q: 3 clusters Score -774308.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -774344.500000 Penalty: 3110.739258
	Iteration 97Q: 3 clusters Score -774344.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -774385.187500 Penalty: 3110.739258
	Iteration 98Q: 3 clusters Score -774385.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -774415.062500 Penalty: 3110.739258
	Iteration 99Q: 3 clusters Score -774415.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -774443.437500 Penalty: 3110.739258
	Iteration 100F: 3 clusters Score -774443.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -774475.750000 Penalty: 3110.739258
	Iteration 101Q: 3 clusters Score -774475.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -774496.062500 Penalty: 3110.739258
	Iteration 102Q: 3 clusters Score -774496.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -774521.250000 Penalty: 3110.739258
	Iteration 103Q: 3 clusters Score -774521.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -774539.000000 Penalty: 3110.739258
	Iteration 104Q: 3 clusters Score -774539 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -774558.062500 Penalty: 3110.739258
	Iteration 105Q: 3 clusters Score -774558.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -774578.312500 Penalty: 3110.739258
	Iteration 106Q: 3 clusters Score -774578.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -774594.562500 Penalty: 3110.739258
	Iteration 107Q: 3 clusters Score -774594.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -774605.937500 Penalty: 3110.739258
	Iteration 108Q: 3 clusters Score -774605.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -774620.750000 Penalty: 3110.739258
	Iteration 109Q: 3 clusters Score -774620.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -774630.062500 Penalty: 3110.739258
	Iteration 110Q: 3 clusters Score -774630.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -774636.562500 Penalty: 3110.739258
	Iteration 111Q: 3 clusters Score -774636.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -774645.000000 Penalty: 3110.739258
	Iteration 112Q: 3 clusters Score -774645 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -774652.687500 Penalty: 3110.739258
	Iteration 113Q: 3 clusters Score -774652.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -774662.187500 Penalty: 3110.739258
	Iteration 114Q: 3 clusters Score -774662.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -774674.125000 Penalty: 3110.739258
	Iteration 115Q: 3 clusters Score -774674.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -774680.875000 Penalty: 3110.739258
	Iteration 116Q: 3 clusters Score -774680.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -774689.062500 Penalty: 3110.739258
	Iteration 117Q: 3 clusters Score -774689.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -774697.687500 Penalty: 3110.739258
	Iteration 118Q: 3 clusters Score -774697.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -774709.687500 Penalty: 3110.739258
	Iteration 119Q: 3 clusters Score -774709.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -774726.375000 Penalty: 3110.739258
	Iteration 120F: 3 clusters Score -774726.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -774735.375000 Penalty: 3110.739258
	Iteration 121Q: 3 clusters Score -774735.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -774750.187500 Penalty: 3110.739258
	Iteration 122Q: 3 clusters Score -774750.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -774758.250000 Penalty: 3110.739258
	Iteration 123Q: 3 clusters Score -774758.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -774767.500000 Penalty: 3110.739258
	Iteration 124Q: 3 clusters Score -774767.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -774772.625000 Penalty: 3110.739258
	Iteration 125Q: 3 clusters Score -774772.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -774777.625000 Penalty: 3110.739258
	Iteration 126Q: 3 clusters Score -774777.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -774784.125000 Penalty: 3110.739258
	Iteration 127Q: 3 clusters Score -774784.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -774786.687500 Penalty: 3110.739258
	Iteration 128Q: 3 clusters Score -774786.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -774798.250000 Penalty: 3110.739258
	Iteration 129Q: 3 clusters Score -774798.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -774809.875000 Penalty: 3110.739258
	Iteration 130Q: 3 clusters Score -774809.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -774817.312500 Penalty: 3110.739258
	Iteration 131Q: 3 clusters Score -774817.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -774823.687500 Penalty: 3110.739258
	Iteration 132Q: 3 clusters Score -774823.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -774829.812500 Penalty: 3110.739258
	Iteration 133Q: 3 clusters Score -774829.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -774840.000000 Penalty: 3110.739258
	Iteration 134Q: 3 clusters Score -774840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -774845.875000 Penalty: 3110.739258
	Iteration 135Q: 3 clusters Score -774845.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -774850.625000 Penalty: 3110.739258
	Iteration 136Q: 3 clusters Score -774850.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -774853.062500 Penalty: 3110.739258
	Iteration 137Q: 3 clusters Score -774853.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -774856.187500 Penalty: 3110.739258
	Iteration 138Q: 3 clusters Score -774856.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -774862.625000 Penalty: 3110.739258
	Iteration 139Q: 3 clusters Score -774862.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -774867.687500 Penalty: 3110.739258
	Iteration 140F: 3 clusters Score -774867.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -774875.437500 Penalty: 3110.739258
	Iteration 141Q: 3 clusters Score -774875.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -774884.187500 Penalty: 3110.739258
	Iteration 142Q: 3 clusters Score -774884.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -774892.000000 Penalty: 3110.739258
	Iteration 143Q: 3 clusters Score -774892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -774900.187500 Penalty: 3110.739258
	Iteration 144Q: 3 clusters Score -774900.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -774910.312500 Penalty: 3110.739258
	Iteration 145Q: 3 clusters Score -774910.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -774918.375000 Penalty: 3110.739258
	Iteration 146Q: 3 clusters Score -774918.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -774923.562500 Penalty: 3110.739258
	Iteration 147Q: 3 clusters Score -774923.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -774928.000000 Penalty: 3110.739258
	Iteration 148Q: 3 clusters Score -774928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -774932.562500 Penalty: 3110.739258
	Iteration 149Q: 3 clusters Score -774932.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -774934.437500 Penalty: 3110.739258
	Iteration 150Q: 3 clusters Score -774934.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -774939.562500 Penalty: 3110.739258
	Iteration 151Q: 3 clusters Score -774939.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -774943.250000 Penalty: 3110.739258
	Iteration 152Q: 3 clusters Score -774943.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -774943.812500 Penalty: 3110.739258
	Iteration 153Q: 3 clusters Score -774943.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -774947.562500 Penalty: 3110.739258
	Iteration 154Q: 3 clusters Score -774947.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -774951.125000 Penalty: 3110.739258
	Iteration 155Q: 3 clusters Score -774951.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -774951.625000 Penalty: 3110.739258
	Iteration 156Q: 3 clusters Score -774951.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -774956.562500 Penalty: 3110.739258
	Iteration 157Q: 3 clusters Score -774956.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -774960.250000 Penalty: 3110.739258
	Iteration 158Q: 3 clusters Score -774960.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -774962.062500 Penalty: 3110.739258
	Iteration 159Q: 3 clusters Score -774962.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -774961.437500 Penalty: 3110.739258
	Iteration 160F: 3 clusters Score -774961.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -774964.062500 Penalty: 3110.739258
	Iteration 161Q: 3 clusters Score -774964.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -774963.687500 Penalty: 3110.739258
	Iteration 162Q: 3 clusters Score -774963.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -774963.625000 Penalty: 3110.739258
	Iteration 163Q: 3 clusters Score -774963.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -774964.500000 Penalty: 3110.739258
	Iteration 164Q: 3 clusters Score -774964.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -774965.625000 Penalty: 3110.739258
	Iteration 165Q: 3 clusters Score -774965.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -774965.687500 Penalty: 3110.739258
	Iteration 166Q: 3 clusters Score -774965.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -774965.562500 Penalty: 3110.739258
	Iteration 167Q: 3 clusters Score -774965.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -774967.000000 Penalty: 3110.739258
	Iteration 168Q: 3 clusters Score -774967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -774969.875000 Penalty: 3110.739258
	Iteration 169Q: 3 clusters Score -774969.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -774969.000000 Penalty: 3110.739258
	Iteration 170Q: 3 clusters Score -774969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -774969.937500 Penalty: 3110.739258
	Iteration 171Q: 3 clusters Score -774969.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -774968.750000 Penalty: 3110.739258
	Iteration 172Q: 3 clusters Score -774968.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -774968.562500 Penalty: 3110.739258
	Iteration 173Q: 3 clusters Score -774968.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -774968.562500 Penalty: 3110.739258
	Iteration 174F: 3 clusters Score -774968.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Entering Unmasked Estep 
Score: -526440.312500 Penalty: 1508.023804
	Iteration 0F: 2 clusters Score -526440.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -518842.468750 Penalty: 3016.047607
	Iteration 0F: 3 clusters Score -518842.5 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -521658.156250 Penalty: 3016.047607
	Iteration 1F: 3 clusters Score -521658.2 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -522701.156250 Penalty: 3016.047607
	Iteration 2F: 3 clusters Score -522701.2 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -523892.468750 Penalty: 3016.047607
	Iteration 3F: 3 clusters Score -523892.5 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -524849.312500 Penalty: 3016.047607
	Iteration 4F: 3 clusters Score -524849.3 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -525626.000000 Penalty: 3016.047607
	Iteration 5F: 3 clusters Score -525626 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -526077.000000 Penalty: 3016.047607
	Iteration 6F: 3 clusters Score -526077 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -526310.687500 Penalty: 3016.047607
	Iteration 7Q: 3 clusters Score -526310.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -526448.812500 Penalty: 3016.047607
	Iteration 8Q: 3 clusters Score -526448.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -526532.375000 Penalty: 3016.047607
	Iteration 9Q: 3 clusters Score -526532.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -526602.625000 Penalty: 3016.047607
	Iteration 10Q: 3 clusters Score -526602.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -526669.812500 Penalty: 3016.047607
	Iteration 11Q: 3 clusters Score -526669.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -526716.062500 Penalty: 3016.047607
	Iteration 12Q: 3 clusters Score -526716.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -526763.875000 Penalty: 3016.047607
	Iteration 13Q: 3 clusters Score -526763.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -526802.187500 Penalty: 3016.047607
	Iteration 14Q: 3 clusters Score -526802.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -526832.875000 Penalty: 3016.047607
	Iteration 15Q: 3 clusters Score -526832.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -526864.062500 Penalty: 3016.047607
	Iteration 16Q: 3 clusters Score -526864.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -526896.125000 Penalty: 3016.047607
	Iteration 17Q: 3 clusters Score -526896.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -526920.125000 Penalty: 3016.047607
	Iteration 18Q: 3 clusters Score -526920.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -526935.250000 Penalty: 3016.047607
	Iteration 19Q: 3 clusters Score -526935.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -526948.500000 Penalty: 3016.047607
	Iteration 20F: 3 clusters Score -526948.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -526956.250000 Penalty: 3016.047607
	Iteration 21Q: 3 clusters Score -526956.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -526962.500000 Penalty: 3016.047607
	Iteration 22Q: 3 clusters Score -526962.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -526968.187500 Penalty: 3016.047607
	Iteration 23Q: 3 clusters Score -526968.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -526975.375000 Penalty: 3016.047607
	Iteration 24Q: 3 clusters Score -526975.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -526983.187500 Penalty: 3016.047607
	Iteration 25Q: 3 clusters Score -526983.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -526991.937500 Penalty: 3016.047607
	Iteration 26Q: 3 clusters Score -526991.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -526999.937500 Penalty: 3016.047607
	Iteration 27Q: 3 clusters Score -526999.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -527002.000000 Penalty: 3016.047607
	Iteration 28Q: 3 clusters Score -527002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -527004.250000 Penalty: 3016.047607
	Iteration 29Q: 3 clusters Score -527004.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -527005.937500 Penalty: 3016.047607
	Iteration 30Q: 3 clusters Score -527005.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -527006.062500 Penalty: 3016.047607
	Iteration 31Q: 3 clusters Score -527006.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -527006.062500 Penalty: 3016.047607
	Iteration 32F: 3 clusters Score -527006.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 1199 members 
Mstep: Class 3 contains 9524 members 
Mstep: Class 4 contains 11905 members 
Mstep: Class 5 contains 3417 members 
Mstep: Class 6 contains 3418 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 4217 members 
Mstep: Class 9 contains 6868 members 
Mstep: Class 11 contains 9226 members 
Mstep: Class 12 contains 13600 members 
Mstep: Class 13 contains 36273 members 
Mstep: Class 14 contains 215436 members 
Mstep: Class 15 contains 11942 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 19 contains 2160 members 
Mstep: Class 20 contains 114475 members 
Entering Unmasked Estep 
Score: -23149532.000000 Penalty: 36036.289062
Splitting cluster 3 changes total score from -23149666.000000 to -23149532.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (11905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Entering Unmasked Estep 
Score: -646023.187500 Penalty: 1525.015991
	Iteration 0F: 2 clusters Score -646023.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -637591.062500 Penalty: 3050.031982
	Iteration 0F: 3 clusters Score -637591.1 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -640347.625000 Penalty: 3050.031982
	Iteration 1F: 3 clusters Score -640347.6 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -640640.187500 Penalty: 3050.031982
	Iteration 2F: 3 clusters Score -640640.2 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -640863.187500 Penalty: 3050.031982
	Iteration 3Q: 3 clusters Score -640863.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -641057.312500 Penalty: 3050.031982
	Iteration 4Q: 3 clusters Score -641057.3 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -641250.625000 Penalty: 3050.031982
	Iteration 5Q: 3 clusters Score -641250.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -641486.562500 Penalty: 3050.031982
	Iteration 6Q: 3 clusters Score -641486.6 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -641786.125000 Penalty: 3050.031982
	Iteration 7Q: 3 clusters Score -641786.1 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -642160.875000 Penalty: 3050.031982
	Iteration 8Q: 3 clusters Score -642160.9 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -642617.000000 Penalty: 3050.031982
	Iteration 9F: 3 clusters Score -642617 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -643134.312500 Penalty: 3050.031982
	Iteration 10F: 3 clusters Score -643134.3 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -643628.250000 Penalty: 3050.031982
	Iteration 11Q: 3 clusters Score -643628.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -643995.500000 Penalty: 3050.031982
	Iteration 12Q: 3 clusters Score -643995.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -644254.312500 Penalty: 3050.031982
	Iteration 13Q: 3 clusters Score -644254.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -644415.812500 Penalty: 3050.031982
	Iteration 14Q: 3 clusters Score -644415.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -644512.250000 Penalty: 3050.031982
	Iteration 15Q: 3 clusters Score -644512.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -644569.187500 Penalty: 3050.031982
	Iteration 16Q: 3 clusters Score -644569.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -644608.625000 Penalty: 3050.031982
	Iteration 17Q: 3 clusters Score -644608.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -644647.000000 Penalty: 3050.031982
	Iteration 18Q: 3 clusters Score -644647 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -644676.937500 Penalty: 3050.031982
	Iteration 19Q: 3 clusters Score -644676.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -644703.437500 Penalty: 3050.031982
	Iteration 20F: 3 clusters Score -644703.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -644718.062500 Penalty: 3050.031982
	Iteration 21Q: 3 clusters Score -644718.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -644723.937500 Penalty: 3050.031982
	Iteration 22Q: 3 clusters Score -644723.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -644730.437500 Penalty: 3050.031982
	Iteration 23Q: 3 clusters Score -644730.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -644731.437500 Penalty: 3050.031982
	Iteration 24Q: 3 clusters Score -644731.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -644734.187500 Penalty: 3050.031982
	Iteration 25Q: 3 clusters Score -644734.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -644739.250000 Penalty: 3050.031982
	Iteration 26Q: 3 clusters Score -644739.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -644742.437500 Penalty: 3050.031982
	Iteration 27Q: 3 clusters Score -644742.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -644744.937500 Penalty: 3050.031982
	Iteration 28Q: 3 clusters Score -644744.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -644745.875000 Penalty: 3050.031982
	Iteration 29Q: 3 clusters Score -644745.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -644746.500000 Penalty: 3050.031982
	Iteration 30Q: 3 clusters Score -644746.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -644746.187500 Penalty: 3050.031982
	Iteration 31Q: 3 clusters Score -644746.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -644746.187500 Penalty: 3050.031982
	Iteration 32F: 3 clusters Score -644746.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Entering Unmasked Estep 
Score: -177923.359375 Penalty: 1322.184204
	Iteration 0F: 2 clusters Score -177923.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -174972.640625 Penalty: 2644.368408
	Iteration 0F: 3 clusters Score -174972.6 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -175743.640625 Penalty: 2644.368408
	Iteration 1F: 3 clusters Score -175743.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -175893.500000 Penalty: 2644.368408
	Iteration 2F: 3 clusters Score -175893.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -175999.531250 Penalty: 2644.368408
	Iteration 3F: 3 clusters Score -175999.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -176091.843750 Penalty: 2644.368408
	Iteration 4Q: 3 clusters Score -176091.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -176159.656250 Penalty: 2644.368408
	Iteration 5Q: 3 clusters Score -176159.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -176227.687500 Penalty: 2644.368408
	Iteration 6Q: 3 clusters Score -176227.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -176293.390625 Penalty: 2644.368408
	Iteration 7Q: 3 clusters Score -176293.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -176349.703125 Penalty: 2644.368408
	Iteration 8Q: 3 clusters Score -176349.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -176394.062500 Penalty: 2644.368408
	Iteration 9Q: 3 clusters Score -176394.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -176431.875000 Penalty: 2644.368408
	Iteration 10Q: 3 clusters Score -176431.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -176464.140625 Penalty: 2644.368408
	Iteration 11Q: 3 clusters Score -176464.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -176492.859375 Penalty: 2644.368408
	Iteration 12Q: 3 clusters Score -176492.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -176523.562500 Penalty: 2644.368408
	Iteration 13Q: 3 clusters Score -176523.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -176558.250000 Penalty: 2644.368408
	Iteration 14Q: 3 clusters Score -176558.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -176587.109375 Penalty: 2644.368408
	Iteration 15Q: 3 clusters Score -176587.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -176610.781250 Penalty: 2644.368408
	Iteration 16Q: 3 clusters Score -176610.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -176626.250000 Penalty: 2644.368408
	Iteration 17Q: 3 clusters Score -176626.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -176642.718750 Penalty: 2644.368408
	Iteration 18Q: 3 clusters Score -176642.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -176655.843750 Penalty: 2644.368408
	Iteration 19Q: 3 clusters Score -176655.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -176663.656250 Penalty: 2644.368408
	Iteration 20F: 3 clusters Score -176663.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -176672.375000 Penalty: 2644.368408
	Iteration 21Q: 3 clusters Score -176672.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -176680.984375 Penalty: 2644.368408
	Iteration 22Q: 3 clusters Score -176681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -176686.125000 Penalty: 2644.368408
	Iteration 23Q: 3 clusters Score -176686.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -176691.562500 Penalty: 2644.368408
	Iteration 24Q: 3 clusters Score -176691.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -176697.593750 Penalty: 2644.368408
	Iteration 25Q: 3 clusters Score -176697.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -176704.296875 Penalty: 2644.368408
	Iteration 26Q: 3 clusters Score -176704.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -176710.875000 Penalty: 2644.368408
	Iteration 27Q: 3 clusters Score -176710.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -176716.734375 Penalty: 2644.368408
	Iteration 28Q: 3 clusters Score -176716.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -176720.187500 Penalty: 2644.368408
	Iteration 29Q: 3 clusters Score -176720.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -176720.359375 Penalty: 2644.368408
	Iteration 30Q: 3 clusters Score -176720.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -176720.359375 Penalty: 2644.368408
	Iteration 31F: 3 clusters Score -176720.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Entering Unmasked Estep 
Score: -183964.515625 Penalty: 1322.231812
	Iteration 0F: 2 clusters Score -183964.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -180970.093750 Penalty: 2644.463623
	Iteration 0F: 3 clusters Score -180970.1 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -181724.687500 Penalty: 2644.463623
	Iteration 1F: 3 clusters Score -181724.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -181847.000000 Penalty: 2644.463623
	Iteration 2F: 3 clusters Score -181847 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -181911.218750 Penalty: 2644.463623
	Iteration 3Q: 3 clusters Score -181911.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -181949.031250 Penalty: 2644.463623
	Iteration 4Q: 3 clusters Score -181949 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -181980.906250 Penalty: 2644.463623
	Iteration 5Q: 3 clusters Score -181980.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -182005.625000 Penalty: 2644.463623
	Iteration 6Q: 3 clusters Score -182005.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -182025.140625 Penalty: 2644.463623
	Iteration 7Q: 3 clusters Score -182025.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -182045.578125 Penalty: 2644.463623
	Iteration 8Q: 3 clusters Score -182045.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -182060.500000 Penalty: 2644.463623
	Iteration 9Q: 3 clusters Score -182060.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -182070.296875 Penalty: 2644.463623
	Iteration 10Q: 3 clusters Score -182070.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -182082.187500 Penalty: 2644.463623
	Iteration 11Q: 3 clusters Score -182082.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -182094.062500 Penalty: 2644.463623
	Iteration 12Q: 3 clusters Score -182094.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -182103.187500 Penalty: 2644.463623
	Iteration 13Q: 3 clusters Score -182103.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -182115.296875 Penalty: 2644.463623
	Iteration 14Q: 3 clusters Score -182115.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -182125.171875 Penalty: 2644.463623
	Iteration 15Q: 3 clusters Score -182125.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -182135.406250 Penalty: 2644.463623
	Iteration 16Q: 3 clusters Score -182135.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -182143.000000 Penalty: 2644.463623
	Iteration 17Q: 3 clusters Score -182143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -182149.265625 Penalty: 2644.463623
	Iteration 18Q: 3 clusters Score -182149.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -182156.000000 Penalty: 2644.463623
	Iteration 19Q: 3 clusters Score -182156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -182166.875000 Penalty: 2644.463623
	Iteration 20F: 3 clusters Score -182166.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -182178.312500 Penalty: 2644.463623
	Iteration 21Q: 3 clusters Score -182178.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -182186.562500 Penalty: 2644.463623
	Iteration 22Q: 3 clusters Score -182186.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -182192.453125 Penalty: 2644.463623
	Iteration 23Q: 3 clusters Score -182192.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -182195.468750 Penalty: 2644.463623
	Iteration 24Q: 3 clusters Score -182195.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -182198.250000 Penalty: 2644.463623
	Iteration 25Q: 3 clusters Score -182198.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -182200.031250 Penalty: 2644.463623
	Iteration 26Q: 3 clusters Score -182200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -182200.984375 Penalty: 2644.463623
	Iteration 27Q: 3 clusters Score -182201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -182204.140625 Penalty: 2644.463623
	Iteration 28Q: 3 clusters Score -182204.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -182205.890625 Penalty: 2644.463623
	Iteration 29Q: 3 clusters Score -182205.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -182208.609375 Penalty: 2644.463623
	Iteration 30Q: 3 clusters Score -182208.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -182213.312500 Penalty: 2644.463623
	Iteration 31Q: 3 clusters Score -182213.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -182218.281250 Penalty: 2644.463623
	Iteration 32Q: 3 clusters Score -182218.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -182223.015625 Penalty: 2644.463623
	Iteration 33Q: 3 clusters Score -182223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -182229.671875 Penalty: 2644.463623
	Iteration 34Q: 3 clusters Score -182229.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -182235.937500 Penalty: 2644.463623
	Iteration 35Q: 3 clusters Score -182235.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -182239.437500 Penalty: 2644.463623
	Iteration 36Q: 3 clusters Score -182239.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -182242.687500 Penalty: 2644.463623
	Iteration 37Q: 3 clusters Score -182242.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -182245.109375 Penalty: 2644.463623
	Iteration 38Q: 3 clusters Score -182245.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -182247.796875 Penalty: 2644.463623
	Iteration 39Q: 3 clusters Score -182247.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -182253.125000 Penalty: 2644.463623
	Iteration 40F: 3 clusters Score -182253.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -182257.406250 Penalty: 2644.463623
	Iteration 41Q: 3 clusters Score -182257.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -182262.531250 Penalty: 2644.463623
	Iteration 42Q: 3 clusters Score -182262.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -182269.468750 Penalty: 2644.463623
	Iteration 43Q: 3 clusters Score -182269.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -182278.234375 Penalty: 2644.463623
	Iteration 44Q: 3 clusters Score -182278.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -182287.203125 Penalty: 2644.463623
	Iteration 45Q: 3 clusters Score -182287.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -182300.046875 Penalty: 2644.463623
	Iteration 46Q: 3 clusters Score -182300 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -182310.265625 Penalty: 2644.463623
	Iteration 47Q: 3 clusters Score -182310.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -182316.500000 Penalty: 2644.463623
	Iteration 48Q: 3 clusters Score -182316.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -182324.109375 Penalty: 2644.463623
	Iteration 49Q: 3 clusters Score -182324.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -182331.203125 Penalty: 2644.463623
	Iteration 50Q: 3 clusters Score -182331.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -182339.812500 Penalty: 2644.463623
	Iteration 51Q: 3 clusters Score -182339.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -182348.093750 Penalty: 2644.463623
	Iteration 52Q: 3 clusters Score -182348.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -182357.687500 Penalty: 2644.463623
	Iteration 53Q: 3 clusters Score -182357.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -182364.015625 Penalty: 2644.463623
	Iteration 54Q: 3 clusters Score -182364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -182372.859375 Penalty: 2644.463623
	Iteration 55Q: 3 clusters Score -182372.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -182387.234375 Penalty: 2644.463623
	Iteration 56Q: 3 clusters Score -182387.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -182405.656250 Penalty: 2644.463623
	Iteration 57Q: 3 clusters Score -182405.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -182425.140625 Penalty: 2644.463623
	Iteration 58Q: 3 clusters Score -182425.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -182445.781250 Penalty: 2644.463623
	Iteration 59Q: 3 clusters Score -182445.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -182465.312500 Penalty: 2644.463623
	Iteration 60F: 3 clusters Score -182465.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -182478.453125 Penalty: 2644.463623
	Iteration 61Q: 3 clusters Score -182478.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -182493.750000 Penalty: 2644.463623
	Iteration 62Q: 3 clusters Score -182493.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -182503.531250 Penalty: 2644.463623
	Iteration 63Q: 3 clusters Score -182503.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -182512.343750 Penalty: 2644.463623
	Iteration 64Q: 3 clusters Score -182512.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -182520.015625 Penalty: 2644.463623
	Iteration 65Q: 3 clusters Score -182520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -182526.828125 Penalty: 2644.463623
	Iteration 66Q: 3 clusters Score -182526.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -182531.328125 Penalty: 2644.463623
	Iteration 67Q: 3 clusters Score -182531.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -182538.875000 Penalty: 2644.463623
	Iteration 68Q: 3 clusters Score -182538.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -182550.453125 Penalty: 2644.463623
	Iteration 69Q: 3 clusters Score -182550.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -182560.953125 Penalty: 2644.463623
	Iteration 70Q: 3 clusters Score -182561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -182570.562500 Penalty: 2644.463623
	Iteration 71Q: 3 clusters Score -182570.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -182579.203125 Penalty: 2644.463623
	Iteration 72Q: 3 clusters Score -182579.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -182584.968750 Penalty: 2644.463623
	Iteration 73Q: 3 clusters Score -182585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -182590.453125 Penalty: 2644.463623
	Iteration 74Q: 3 clusters Score -182590.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -182599.625000 Penalty: 2644.463623
	Iteration 75Q: 3 clusters Score -182599.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -182607.312500 Penalty: 2644.463623
	Iteration 76Q: 3 clusters Score -182607.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -182614.406250 Penalty: 2644.463623
	Iteration 77Q: 3 clusters Score -182614.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -182616.656250 Penalty: 2644.463623
	Iteration 78Q: 3 clusters Score -182616.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -182619.250000 Penalty: 2644.463623
	Iteration 79Q: 3 clusters Score -182619.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -182620.796875 Penalty: 2644.463623
	Iteration 80F: 3 clusters Score -182620.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -182621.640625 Penalty: 2644.463623
	Iteration 81Q: 3 clusters Score -182621.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -182621.687500 Penalty: 2644.463623
	Iteration 82Q: 3 clusters Score -182621.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -182621.968750 Penalty: 2644.463623
	Iteration 83Q: 3 clusters Score -182622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -182622.031250 Penalty: 2644.463623
	Iteration 84Q: 3 clusters Score -182622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -182622.140625 Penalty: 2644.463623
	Iteration 85Q: 3 clusters Score -182622.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -182622.140625 Penalty: 2644.463623
	Iteration 86F: 3 clusters Score -182622.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Entering Unmasked Estep 
Score: -107045.445312 Penalty: 1256.652466
	Iteration 0F: 2 clusters Score -107045.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -104762.085938 Penalty: 2513.304932
	Iteration 0F: 3 clusters Score -104762.1 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -105241.429688 Penalty: 2513.304932
	Iteration 1F: 3 clusters Score -105241.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -105347.273438 Penalty: 2513.304932
	Iteration 2F: 3 clusters Score -105347.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -105417.304688 Penalty: 2513.304932
	Iteration 3F: 3 clusters Score -105417.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -105454.632812 Penalty: 2513.304932
	Iteration 4Q: 3 clusters Score -105454.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -105483.218750 Penalty: 2513.304932
	Iteration 5Q: 3 clusters Score -105483.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -105508.343750 Penalty: 2513.304932
	Iteration 6Q: 3 clusters Score -105508.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -105533.937500 Penalty: 2513.304932
	Iteration 7Q: 3 clusters Score -105533.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -105565.914062 Penalty: 2513.304932
	Iteration 8Q: 3 clusters Score -105565.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -105595.859375 Penalty: 2513.304932
	Iteration 9Q: 3 clusters Score -105595.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -105619.562500 Penalty: 2513.304932
	Iteration 10Q: 3 clusters Score -105619.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -105641.664062 Penalty: 2513.304932
	Iteration 11Q: 3 clusters Score -105641.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -105662.726562 Penalty: 2513.304932
	Iteration 12Q: 3 clusters Score -105662.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -105686.601562 Penalty: 2513.304932
	Iteration 13Q: 3 clusters Score -105686.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -105709.023438 Penalty: 2513.304932
	Iteration 14Q: 3 clusters Score -105709 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -105729.101562 Penalty: 2513.304932
	Iteration 15Q: 3 clusters Score -105729.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -105752.914062 Penalty: 2513.304932
	Iteration 16Q: 3 clusters Score -105752.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -105781.578125 Penalty: 2513.304932
	Iteration 17Q: 3 clusters Score -105781.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -105810.289062 Penalty: 2513.304932
	Iteration 18Q: 3 clusters Score -105810.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -105830.101562 Penalty: 2513.304932
	Iteration 19Q: 3 clusters Score -105830.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -105853.632812 Penalty: 2513.304932
	Iteration 20F: 3 clusters Score -105853.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -105874.218750 Penalty: 2513.304932
	Iteration 21Q: 3 clusters Score -105874.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -105893.585938 Penalty: 2513.304932
	Iteration 22Q: 3 clusters Score -105893.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -105913.421875 Penalty: 2513.304932
	Iteration 23Q: 3 clusters Score -105913.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -105928.703125 Penalty: 2513.304932
	Iteration 24Q: 3 clusters Score -105928.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -105951.289062 Penalty: 2513.304932
	Iteration 25Q: 3 clusters Score -105951.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -105968.195312 Penalty: 2513.304932
	Iteration 26Q: 3 clusters Score -105968.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -105985.015625 Penalty: 2513.304932
	Iteration 27Q: 3 clusters Score -105985 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -106003.109375 Penalty: 2513.304932
	Iteration 28Q: 3 clusters Score -106003.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -106010.328125 Penalty: 2513.304932
	Iteration 29Q: 3 clusters Score -106010.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -106017.601562 Penalty: 2513.304932
	Iteration 30Q: 3 clusters Score -106017.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -106027.992188 Penalty: 2513.304932
	Iteration 31Q: 3 clusters Score -106028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -106034.531250 Penalty: 2513.304932
	Iteration 32Q: 3 clusters Score -106034.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -106041.226562 Penalty: 2513.304932
	Iteration 33Q: 3 clusters Score -106041.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -106047.726562 Penalty: 2513.304932
	Iteration 34Q: 3 clusters Score -106047.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -106049.906250 Penalty: 2513.304932
	Iteration 35Q: 3 clusters Score -106049.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -106051.992188 Penalty: 2513.304932
	Iteration 36Q: 3 clusters Score -106052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -106054.617188 Penalty: 2513.304932
	Iteration 37Q: 3 clusters Score -106054.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -106056.773438 Penalty: 2513.304932
	Iteration 38Q: 3 clusters Score -106056.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -106057.671875 Penalty: 2513.304932
	Iteration 39Q: 3 clusters Score -106057.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -106059.179688 Penalty: 2513.304932
	Iteration 40F: 3 clusters Score -106059.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Entering Unmasked Estep 
Score: -214794.656250 Penalty: 1356.367798
	Iteration 0F: 2 clusters Score -214794.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -211296.781250 Penalty: 2712.735596
	Iteration 0F: 3 clusters Score -211296.8 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -212198.109375 Penalty: 2712.735596
	Iteration 1F: 3 clusters Score -212198.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -212335.750000 Penalty: 2712.735596
	Iteration 2F: 3 clusters Score -212335.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -212430.140625 Penalty: 2712.735596
	Iteration 3Q: 3 clusters Score -212430.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -212515.156250 Penalty: 2712.735596
	Iteration 4Q: 3 clusters Score -212515.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -212595.359375 Penalty: 2712.735596
	Iteration 5Q: 3 clusters Score -212595.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -212675.171875 Penalty: 2712.735596
	Iteration 6Q: 3 clusters Score -212675.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -212761.031250 Penalty: 2712.735596
	Iteration 7Q: 3 clusters Score -212761 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -212862.609375 Penalty: 2712.735596
	Iteration 8Q: 3 clusters Score -212862.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -212973.078125 Penalty: 2712.735596
	Iteration 9Q: 3 clusters Score -212973.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -213091.703125 Penalty: 2712.735596
	Iteration 10Q: 3 clusters Score -213091.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -213228.750000 Penalty: 2712.735596
	Iteration 11Q: 3 clusters Score -213228.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -213351.312500 Penalty: 2712.735596
	Iteration 12Q: 3 clusters Score -213351.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -213455.312500 Penalty: 2712.735596
	Iteration 13Q: 3 clusters Score -213455.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -213540.015625 Penalty: 2712.735596
	Iteration 14Q: 3 clusters Score -213540 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -213601.000000 Penalty: 2712.735596
	Iteration 15Q: 3 clusters Score -213601 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -213650.609375 Penalty: 2712.735596
	Iteration 16Q: 3 clusters Score -213650.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -213681.218750 Penalty: 2712.735596
	Iteration 17Q: 3 clusters Score -213681.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -213696.640625 Penalty: 2712.735596
	Iteration 18Q: 3 clusters Score -213696.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -213707.937500 Penalty: 2712.735596
	Iteration 19Q: 3 clusters Score -213707.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -213716.500000 Penalty: 2712.735596
	Iteration 20F: 3 clusters Score -213716.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -213717.625000 Penalty: 2712.735596
	Iteration 21Q: 3 clusters Score -213717.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -213717.625000 Penalty: 2712.735596
	Iteration 22F: 3 clusters Score -213717.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Entering Unmasked Estep 
Score: -361602.656250 Penalty: 1435.627075
	Iteration 0F: 2 clusters Score -361602.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -356375.312500 Penalty: 2871.254150
	Iteration 0F: 3 clusters Score -356375.3 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -357880.906250 Penalty: 2871.254150
	Iteration 1F: 3 clusters Score -357880.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -358129.906250 Penalty: 2871.254150
	Iteration 2F: 3 clusters Score -358129.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -358372.687500 Penalty: 2871.254150
	Iteration 3F: 3 clusters Score -358372.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -358630.500000 Penalty: 2871.254150
	Iteration 4F: 3 clusters Score -358630.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -358934.968750 Penalty: 2871.254150
	Iteration 5F: 3 clusters Score -358935 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -359246.875000 Penalty: 2871.254150
	Iteration 6F: 3 clusters Score -359246.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -359515.843750 Penalty: 2871.254150
	Iteration 7F: 3 clusters Score -359515.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -359750.687500 Penalty: 2871.254150
	Iteration 8Q: 3 clusters Score -359750.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -359965.062500 Penalty: 2871.254150
	Iteration 9Q: 3 clusters Score -359965.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -360140.843750 Penalty: 2871.254150
	Iteration 10Q: 3 clusters Score -360140.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -360274.906250 Penalty: 2871.254150
	Iteration 11Q: 3 clusters Score -360274.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -360366.312500 Penalty: 2871.254150
	Iteration 12Q: 3 clusters Score -360366.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -360417.375000 Penalty: 2871.254150
	Iteration 13Q: 3 clusters Score -360417.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -360445.250000 Penalty: 2871.254150
	Iteration 14Q: 3 clusters Score -360445.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -360462.093750 Penalty: 2871.254150
	Iteration 15Q: 3 clusters Score -360462.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -360475.812500 Penalty: 2871.254150
	Iteration 16Q: 3 clusters Score -360475.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -360484.937500 Penalty: 2871.254150
	Iteration 17Q: 3 clusters Score -360484.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -360503.875000 Penalty: 2871.254150
	Iteration 18Q: 3 clusters Score -360503.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -360513.031250 Penalty: 2871.254150
	Iteration 19Q: 3 clusters Score -360513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -360521.093750 Penalty: 2871.254150
	Iteration 20F: 3 clusters Score -360521.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -360526.125000 Penalty: 2871.254150
	Iteration 21Q: 3 clusters Score -360526.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -360528.750000 Penalty: 2871.254150
	Iteration 22Q: 3 clusters Score -360528.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -360530.968750 Penalty: 2871.254150
	Iteration 23Q: 3 clusters Score -360531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -360531.406250 Penalty: 2871.254150
	Iteration 24Q: 3 clusters Score -360531.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -360531.687500 Penalty: 2871.254150
	Iteration 25Q: 3 clusters Score -360531.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -360533.031250 Penalty: 2871.254150
	Iteration 26Q: 3 clusters Score -360533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -360533.218750 Penalty: 2871.254150
	Iteration 27Q: 3 clusters Score -360533.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -360533.437500 Penalty: 2871.254150
	Iteration 28Q: 3 clusters Score -360533.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -360534.093750 Penalty: 2871.254150
	Iteration 29Q: 3 clusters Score -360534.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -360534.093750 Penalty: 2871.254150
	Iteration 30F: 3 clusters Score -360534.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Entering Unmasked Estep 
Score: -501005.468750 Penalty: 1483.589355
	Iteration 0F: 2 clusters Score -501005.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -494303.906250 Penalty: 2967.178711
	Iteration 0F: 3 clusters Score -494303.9 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -496408.812500 Penalty: 2967.178711
	Iteration 1F: 3 clusters Score -496408.8 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -496652.468750 Penalty: 2967.178711
	Iteration 2F: 3 clusters Score -496652.5 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -496828.375000 Penalty: 2967.178711
	Iteration 3Q: 3 clusters Score -496828.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -496981.687500 Penalty: 2967.178711
	Iteration 4Q: 3 clusters Score -496981.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -497126.843750 Penalty: 2967.178711
	Iteration 5Q: 3 clusters Score -497126.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -497261.000000 Penalty: 2967.178711
	Iteration 6Q: 3 clusters Score -497261 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -497407.625000 Penalty: 2967.178711
	Iteration 7Q: 3 clusters Score -497407.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -497589.312500 Penalty: 2967.178711
	Iteration 8Q: 3 clusters Score -497589.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -497830.718750 Penalty: 2967.178711
	Iteration 9Q: 3 clusters Score -497830.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -498074.906250 Penalty: 2967.178711
	Iteration 10Q: 3 clusters Score -498074.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -498278.125000 Penalty: 2967.178711
	Iteration 11Q: 3 clusters Score -498278.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -498452.250000 Penalty: 2967.178711
	Iteration 12Q: 3 clusters Score -498452.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -498570.250000 Penalty: 2967.178711
	Iteration 13Q: 3 clusters Score -498570.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -498660.031250 Penalty: 2967.178711
	Iteration 14Q: 3 clusters Score -498660 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -498714.968750 Penalty: 2967.178711
	Iteration 15Q: 3 clusters Score -498715 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -498753.656250 Penalty: 2967.178711
	Iteration 16Q: 3 clusters Score -498753.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -498775.781250 Penalty: 2967.178711
	Iteration 17Q: 3 clusters Score -498775.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -498789.781250 Penalty: 2967.178711
	Iteration 18Q: 3 clusters Score -498789.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -498799.187500 Penalty: 2967.178711
	Iteration 19Q: 3 clusters Score -498799.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -498810.843750 Penalty: 2967.178711
	Iteration 20F: 3 clusters Score -498810.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -498818.781250 Penalty: 2967.178711
	Iteration 21Q: 3 clusters Score -498818.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -498829.156250 Penalty: 2967.178711
	Iteration 22Q: 3 clusters Score -498829.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -498840.687500 Penalty: 2967.178711
	Iteration 23Q: 3 clusters Score -498840.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -498854.125000 Penalty: 2967.178711
	Iteration 24Q: 3 clusters Score -498854.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -498864.812500 Penalty: 2967.178711
	Iteration 25Q: 3 clusters Score -498864.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -498872.250000 Penalty: 2967.178711
	Iteration 26Q: 3 clusters Score -498872.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -498878.750000 Penalty: 2967.178711
	Iteration 27Q: 3 clusters Score -498878.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -498887.093750 Penalty: 2967.178711
	Iteration 28Q: 3 clusters Score -498887.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -498892.687500 Penalty: 2967.178711
	Iteration 29Q: 3 clusters Score -498892.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -498897.437500 Penalty: 2967.178711
	Iteration 30Q: 3 clusters Score -498897.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -498901.406250 Penalty: 2967.178711
	Iteration 31Q: 3 clusters Score -498901.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -498905.656250 Penalty: 2967.178711
	Iteration 32Q: 3 clusters Score -498905.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -498911.093750 Penalty: 2967.178711
	Iteration 33Q: 3 clusters Score -498911.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -498913.937500 Penalty: 2967.178711
	Iteration 34Q: 3 clusters Score -498913.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -498917.281250 Penalty: 2967.178711
	Iteration 35Q: 3 clusters Score -498917.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -498921.156250 Penalty: 2967.178711
	Iteration 36Q: 3 clusters Score -498921.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -498925.062500 Penalty: 2967.178711
	Iteration 37Q: 3 clusters Score -498925.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -498929.062500 Penalty: 2967.178711
	Iteration 38Q: 3 clusters Score -498929.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -498932.156250 Penalty: 2967.178711
	Iteration 39Q: 3 clusters Score -498932.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -498935.437500 Penalty: 2967.178711
	Iteration 40F: 3 clusters Score -498935.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -498937.218750 Penalty: 2967.178711
	Iteration 41Q: 3 clusters Score -498937.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -498939.937500 Penalty: 2967.178711
	Iteration 42Q: 3 clusters Score -498939.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -498940.031250 Penalty: 2967.178711
	Iteration 43Q: 3 clusters Score -498940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -498944.812500 Penalty: 2967.178711
	Iteration 44Q: 3 clusters Score -498944.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -498947.000000 Penalty: 2967.178711
	Iteration 45Q: 3 clusters Score -498947 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -498950.468750 Penalty: 2967.178711
	Iteration 46Q: 3 clusters Score -498950.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -498952.156250 Penalty: 2967.178711
	Iteration 47Q: 3 clusters Score -498952.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -498952.281250 Penalty: 2967.178711
	Iteration 48Q: 3 clusters Score -498952.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -498955.718750 Penalty: 2967.178711
	Iteration 49Q: 3 clusters Score -498955.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -498958.468750 Penalty: 2967.178711
	Iteration 50Q: 3 clusters Score -498958.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -498960.218750 Penalty: 2967.178711
	Iteration 51Q: 3 clusters Score -498960.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -498964.281250 Penalty: 2967.178711
	Iteration 52Q: 3 clusters Score -498964.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -498966.281250 Penalty: 2967.178711
	Iteration 53Q: 3 clusters Score -498966.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -498969.843750 Penalty: 2967.178711
	Iteration 54Q: 3 clusters Score -498969.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -498973.062500 Penalty: 2967.178711
	Iteration 55Q: 3 clusters Score -498973.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -498976.156250 Penalty: 2967.178711
	Iteration 56Q: 3 clusters Score -498976.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -498979.937500 Penalty: 2967.178711
	Iteration 57Q: 3 clusters Score -498979.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -498982.656250 Penalty: 2967.178711
	Iteration 58Q: 3 clusters Score -498982.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -498983.593750 Penalty: 2967.178711
	Iteration 59Q: 3 clusters Score -498983.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -498987.031250 Penalty: 2967.178711
	Iteration 60F: 3 clusters Score -498987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -498989.750000 Penalty: 2967.178711
	Iteration 61Q: 3 clusters Score -498989.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -498993.375000 Penalty: 2967.178711
	Iteration 62Q: 3 clusters Score -498993.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -498995.781250 Penalty: 2967.178711
	Iteration 63Q: 3 clusters Score -498995.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -498998.062500 Penalty: 2967.178711
	Iteration 64Q: 3 clusters Score -498998.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -498999.781250 Penalty: 2967.178711
	Iteration 65Q: 3 clusters Score -498999.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -499004.125000 Penalty: 2967.178711
	Iteration 66Q: 3 clusters Score -499004.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -499007.343750 Penalty: 2967.178711
	Iteration 67Q: 3 clusters Score -499007.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -499010.437500 Penalty: 2967.178711
	Iteration 68Q: 3 clusters Score -499010.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -499014.312500 Penalty: 2967.178711
	Iteration 69Q: 3 clusters Score -499014.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -499014.718750 Penalty: 2967.178711
	Iteration 70Q: 3 clusters Score -499014.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -499020.687500 Penalty: 2967.178711
	Iteration 71Q: 3 clusters Score -499020.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -499023.312500 Penalty: 2967.178711
	Iteration 72Q: 3 clusters Score -499023.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -499028.062500 Penalty: 2967.178711
	Iteration 73Q: 3 clusters Score -499028.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -499034.781250 Penalty: 2967.178711
	Iteration 74Q: 3 clusters Score -499034.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -499042.093750 Penalty: 2967.178711
	Iteration 75Q: 3 clusters Score -499042.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -499048.750000 Penalty: 2967.178711
	Iteration 76Q: 3 clusters Score -499048.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -499054.656250 Penalty: 2967.178711
	Iteration 77Q: 3 clusters Score -499054.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -499063.687500 Penalty: 2967.178711
	Iteration 78Q: 3 clusters Score -499063.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -499073.593750 Penalty: 2967.178711
	Iteration 79Q: 3 clusters Score -499073.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -499080.656250 Penalty: 2967.178711
	Iteration 80F: 3 clusters Score -499080.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -499091.750000 Penalty: 2967.178711
	Iteration 81Q: 3 clusters Score -499091.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -499102.531250 Penalty: 2967.178711
	Iteration 82Q: 3 clusters Score -499102.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -499113.843750 Penalty: 2967.178711
	Iteration 83Q: 3 clusters Score -499113.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -499126.312500 Penalty: 2967.178711
	Iteration 84Q: 3 clusters Score -499126.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -499139.968750 Penalty: 2967.178711
	Iteration 85Q: 3 clusters Score -499140 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -499152.625000 Penalty: 2967.178711
	Iteration 86Q: 3 clusters Score -499152.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -499171.593750 Penalty: 2967.178711
	Iteration 87Q: 3 clusters Score -499171.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -499198.875000 Penalty: 2967.178711
	Iteration 88Q: 3 clusters Score -499198.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -499226.687500 Penalty: 2967.178711
	Iteration 89Q: 3 clusters Score -499226.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -499259.625000 Penalty: 2967.178711
	Iteration 90Q: 3 clusters Score -499259.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -499293.125000 Penalty: 2967.178711
	Iteration 91Q: 3 clusters Score -499293.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -499321.437500 Penalty: 2967.178711
	Iteration 92Q: 3 clusters Score -499321.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -499352.781250 Penalty: 2967.178711
	Iteration 93Q: 3 clusters Score -499352.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -499382.687500 Penalty: 2967.178711
	Iteration 94Q: 3 clusters Score -499382.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -499406.687500 Penalty: 2967.178711
	Iteration 95Q: 3 clusters Score -499406.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -499428.968750 Penalty: 2967.178711
	Iteration 96Q: 3 clusters Score -499429 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -499447.062500 Penalty: 2967.178711
	Iteration 97Q: 3 clusters Score -499447.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -499471.062500 Penalty: 2967.178711
	Iteration 98Q: 3 clusters Score -499471.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -499488.875000 Penalty: 2967.178711
	Iteration 99Q: 3 clusters Score -499488.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -499504.000000 Penalty: 2967.178711
	Iteration 100F: 3 clusters Score -499504 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -499517.250000 Penalty: 2967.178711
	Iteration 101Q: 3 clusters Score -499517.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -499525.875000 Penalty: 2967.178711
	Iteration 102Q: 3 clusters Score -499525.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -499534.750000 Penalty: 2967.178711
	Iteration 103Q: 3 clusters Score -499534.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -499545.625000 Penalty: 2967.178711
	Iteration 104Q: 3 clusters Score -499545.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -499562.375000 Penalty: 2967.178711
	Iteration 105Q: 3 clusters Score -499562.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -499580.906250 Penalty: 2967.178711
	Iteration 106Q: 3 clusters Score -499580.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -499595.406250 Penalty: 2967.178711
	Iteration 107Q: 3 clusters Score -499595.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -499605.406250 Penalty: 2967.178711
	Iteration 108Q: 3 clusters Score -499605.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -499608.593750 Penalty: 2967.178711
	Iteration 109Q: 3 clusters Score -499608.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -499615.281250 Penalty: 2967.178711
	Iteration 110Q: 3 clusters Score -499615.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -499621.281250 Penalty: 2967.178711
	Iteration 111Q: 3 clusters Score -499621.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -499626.125000 Penalty: 2967.178711
	Iteration 112Q: 3 clusters Score -499626.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -499634.000000 Penalty: 2967.178711
	Iteration 113Q: 3 clusters Score -499634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -499639.750000 Penalty: 2967.178711
	Iteration 114Q: 3 clusters Score -499639.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -499642.593750 Penalty: 2967.178711
	Iteration 115Q: 3 clusters Score -499642.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -499645.218750 Penalty: 2967.178711
	Iteration 116Q: 3 clusters Score -499645.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -499647.093750 Penalty: 2967.178711
	Iteration 117Q: 3 clusters Score -499647.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -499650.812500 Penalty: 2967.178711
	Iteration 118Q: 3 clusters Score -499650.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -499655.156250 Penalty: 2967.178711
	Iteration 119Q: 3 clusters Score -499655.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -499662.750000 Penalty: 2967.178711
	Iteration 120F: 3 clusters Score -499662.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -499668.843750 Penalty: 2967.178711
	Iteration 121Q: 3 clusters Score -499668.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -499675.875000 Penalty: 2967.178711
	Iteration 122Q: 3 clusters Score -499675.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -499680.312500 Penalty: 2967.178711
	Iteration 123Q: 3 clusters Score -499680.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -499685.375000 Penalty: 2967.178711
	Iteration 124Q: 3 clusters Score -499685.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -499690.468750 Penalty: 2967.178711
	Iteration 125Q: 3 clusters Score -499690.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -499694.031250 Penalty: 2967.178711
	Iteration 126Q: 3 clusters Score -499694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -499696.406250 Penalty: 2967.178711
	Iteration 127Q: 3 clusters Score -499696.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -499698.281250 Penalty: 2967.178711
	Iteration 128Q: 3 clusters Score -499698.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -499699.343750 Penalty: 2967.178711
	Iteration 129Q: 3 clusters Score -499699.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -499700.593750 Penalty: 2967.178711
	Iteration 130Q: 3 clusters Score -499700.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -499702.000000 Penalty: 2967.178711
	Iteration 131Q: 3 clusters Score -499702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -499704.343750 Penalty: 2967.178711
	Iteration 132Q: 3 clusters Score -499704.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -499705.375000 Penalty: 2967.178711
	Iteration 133Q: 3 clusters Score -499705.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -499706.968750 Penalty: 2967.178711
	Iteration 134Q: 3 clusters Score -499707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -499708.000000 Penalty: 2967.178711
	Iteration 135Q: 3 clusters Score -499708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -499708.375000 Penalty: 2967.178711
	Iteration 136Q: 3 clusters Score -499708.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -499708.375000 Penalty: 2967.178711
	Iteration 137F: 3 clusters Score -499708.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Entering Unmasked Estep 
Score: -743866.875000 Penalty: 1546.646606
	Iteration 0F: 2 clusters Score -743866.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -734366.062500 Penalty: 3093.293213
	Iteration 0F: 3 clusters Score -734366.1 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -737573.625000 Penalty: 3093.293213
	Iteration 1F: 3 clusters Score -737573.6 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -737886.437500 Penalty: 3093.293213
	Iteration 2F: 3 clusters Score -737886.4 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -738189.437500 Penalty: 3093.293213
	Iteration 3F: 3 clusters Score -738189.4 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -738569.437500 Penalty: 3093.293213
	Iteration 4F: 3 clusters Score -738569.4 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -739076.875000 Penalty: 3093.293213
	Iteration 5F: 3 clusters Score -739076.9 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -739716.812500 Penalty: 3093.293213
	Iteration 6F: 3 clusters Score -739716.8 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -740464.625000 Penalty: 3093.293213
	Iteration 7F: 3 clusters Score -740464.6 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -741206.187500 Penalty: 3093.293213
	Iteration 8F: 3 clusters Score -741206.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -741714.562500 Penalty: 3093.293213
	Iteration 9Q: 3 clusters Score -741714.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -742020.625000 Penalty: 3093.293213
	Iteration 10Q: 3 clusters Score -742020.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -742212.125000 Penalty: 3093.293213
	Iteration 11Q: 3 clusters Score -742212.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -742307.625000 Penalty: 3093.293213
	Iteration 12Q: 3 clusters Score -742307.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -742390.625000 Penalty: 3093.293213
	Iteration 13Q: 3 clusters Score -742390.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -742444.937500 Penalty: 3093.293213
	Iteration 14Q: 3 clusters Score -742444.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -742464.875000 Penalty: 3093.293213
	Iteration 15Q: 3 clusters Score -742464.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -742483.875000 Penalty: 3093.293213
	Iteration 16Q: 3 clusters Score -742483.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -742498.187500 Penalty: 3093.293213
	Iteration 17Q: 3 clusters Score -742498.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -742509.812500 Penalty: 3093.293213
	Iteration 18Q: 3 clusters Score -742509.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -742511.500000 Penalty: 3093.293213
	Iteration 19Q: 3 clusters Score -742511.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -742516.062500 Penalty: 3093.293213
	Iteration 20F: 3 clusters Score -742516.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -742519.937500 Penalty: 3093.293213
	Iteration 21Q: 3 clusters Score -742519.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -742526.000000 Penalty: 3093.293213
	Iteration 22Q: 3 clusters Score -742526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -742530.875000 Penalty: 3093.293213
	Iteration 23Q: 3 clusters Score -742530.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -742530.625000 Penalty: 3093.293213
	Iteration 24Q: 3 clusters Score -742530.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -742530.625000 Penalty: 3093.293213
	Iteration 25F: 3 clusters Score -742530.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (36273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Entering Unmasked Estep 
Score: -1895006.500000 Penalty: 1706.059692
	Iteration 0F: 2 clusters Score -1895006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -1870595.375000 Penalty: 3412.119385
	Iteration 0F: 3 clusters Score -1870595 nChanged 16828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -1880188.625000 Penalty: 3412.119385
	Iteration 1F: 3 clusters Score -1880189 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -1881004.250000 Penalty: 3412.119385
	Iteration 2F: 3 clusters Score -1881004 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -1882053.000000 Penalty: 3412.119385
	Iteration 3F: 3 clusters Score -1882053 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -1883586.500000 Penalty: 3412.119385
	Iteration 4F: 3 clusters Score -1883586 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -1885421.125000 Penalty: 3412.119385
	Iteration 5F: 3 clusters Score -1885421 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -1887206.375000 Penalty: 3412.119385
	Iteration 6F: 3 clusters Score -1887206 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1888425.750000 Penalty: 3412.119385
	Iteration 7F: 3 clusters Score -1888426 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1889182.000000 Penalty: 3412.119385
	Iteration 8Q: 3 clusters Score -1889182 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1889613.000000 Penalty: 3412.119385
	Iteration 9Q: 3 clusters Score -1889613 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1889865.500000 Penalty: 3412.119385
	Iteration 10Q: 3 clusters Score -1889866 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1889987.000000 Penalty: 3412.119385
	Iteration 11Q: 3 clusters Score -1889987 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1890057.375000 Penalty: 3412.119385
	Iteration 12Q: 3 clusters Score -1890057 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1890112.375000 Penalty: 3412.119385
	Iteration 13Q: 3 clusters Score -1890112 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1890173.875000 Penalty: 3412.119385
	Iteration 14Q: 3 clusters Score -1890174 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1890216.250000 Penalty: 3412.119385
	Iteration 15Q: 3 clusters Score -1890216 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1890264.375000 Penalty: 3412.119385
	Iteration 16Q: 3 clusters Score -1890264 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1890315.625000 Penalty: 3412.119385
	Iteration 17Q: 3 clusters Score -1890316 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1890361.375000 Penalty: 3412.119385
	Iteration 18Q: 3 clusters Score -1890361 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1890436.000000 Penalty: 3412.119385
	Iteration 19Q: 3 clusters Score -1890436 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1890487.500000 Penalty: 3412.119385
	Iteration 20F: 3 clusters Score -1890488 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1890539.250000 Penalty: 3412.119385
	Iteration 21Q: 3 clusters Score -1890539 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1890599.625000 Penalty: 3412.119385
	Iteration 22Q: 3 clusters Score -1890600 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1890677.750000 Penalty: 3412.119385
	Iteration 23Q: 3 clusters Score -1890678 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1890751.500000 Penalty: 3412.119385
	Iteration 24Q: 3 clusters Score -1890752 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1890836.000000 Penalty: 3412.119385
	Iteration 25Q: 3 clusters Score -1890836 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1890931.875000 Penalty: 3412.119385
	Iteration 26Q: 3 clusters Score -1890932 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1891051.375000 Penalty: 3412.119385
	Iteration 27Q: 3 clusters Score -1891051 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1891199.250000 Penalty: 3412.119385
	Iteration 28Q: 3 clusters Score -1891199 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1891364.250000 Penalty: 3412.119385
	Iteration 29Q: 3 clusters Score -1891364 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1891538.000000 Penalty: 3412.119385
	Iteration 30Q: 3 clusters Score -1891538 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1891728.250000 Penalty: 3412.119385
	Iteration 31Q: 3 clusters Score -1891728 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1891893.750000 Penalty: 3412.119385
	Iteration 32Q: 3 clusters Score -1891894 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1892048.125000 Penalty: 3412.119385
	Iteration 33Q: 3 clusters Score -1892048 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1892202.875000 Penalty: 3412.119385
	Iteration 34Q: 3 clusters Score -1892203 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1892399.000000 Penalty: 3412.119385
	Iteration 35Q: 3 clusters Score -1892399 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1892618.125000 Penalty: 3412.119385
	Iteration 36Q: 3 clusters Score -1892618 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1892861.250000 Penalty: 3412.119385
	Iteration 37Q: 3 clusters Score -1892861 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1893147.625000 Penalty: 3412.119385
	Iteration 38Q: 3 clusters Score -1893148 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1893530.000000 Penalty: 3412.119385
	Iteration 39Q: 3 clusters Score -1893530 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1893999.500000 Penalty: 3412.119385
	Iteration 40F: 3 clusters Score -1894000 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1894310.625000 Penalty: 3412.119385
	Iteration 41Q: 3 clusters Score -1894311 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1894440.375000 Penalty: 3412.119385
	Iteration 42Q: 3 clusters Score -1894440 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1894518.625000 Penalty: 3412.119385
	Iteration 43Q: 3 clusters Score -1894519 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1894570.000000 Penalty: 3412.119385
	Iteration 44Q: 3 clusters Score -1894570 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1894631.625000 Penalty: 3412.119385
	Iteration 45Q: 3 clusters Score -1894632 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1894712.500000 Penalty: 3412.119385
	Iteration 46Q: 3 clusters Score -1894712 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1894799.375000 Penalty: 3412.119385
	Iteration 47Q: 3 clusters Score -1894799 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1894856.000000 Penalty: 3412.119385
	Iteration 48Q: 3 clusters Score -1894856 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1894886.250000 Penalty: 3412.119385
	Iteration 49Q: 3 clusters Score -1894886 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1894918.375000 Penalty: 3412.119385
	Iteration 50Q: 3 clusters Score -1894918 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1894937.500000 Penalty: 3412.119385
	Iteration 51Q: 3 clusters Score -1894938 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1894949.875000 Penalty: 3412.119385
	Iteration 52Q: 3 clusters Score -1894950 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1894966.500000 Penalty: 3412.119385
	Iteration 53Q: 3 clusters Score -1894966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1894963.375000 Penalty: 3412.119385
	Iteration 54Q: 3 clusters Score -1894963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1894967.250000 Penalty: 3412.119385
	Iteration 55Q: 3 clusters Score -1894967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1894967.750000 Penalty: 3412.119385
	Iteration 56Q: 3 clusters Score -1894968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1894967.500000 Penalty: 3412.119385
	Iteration 57Q: 3 clusters Score -1894968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1894966.500000 Penalty: 3412.119385
	Iteration 58Q: 3 clusters Score -1894966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1894969.000000 Penalty: 3412.119385
	Iteration 59Q: 3 clusters Score -1894969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1894973.125000 Penalty: 3412.119385
	Iteration 60F: 3 clusters Score -1894973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1894976.250000 Penalty: 3412.119385
	Iteration 61Q: 3 clusters Score -1894976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1894977.375000 Penalty: 3412.119385
	Iteration 62Q: 3 clusters Score -1894977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1894980.000000 Penalty: 3412.119385
	Iteration 63Q: 3 clusters Score -1894980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1894983.125000 Penalty: 3412.119385
	Iteration 64Q: 3 clusters Score -1894983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1894981.250000 Penalty: 3412.119385
	Iteration 65Q: 3 clusters Score -1894981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1894977.750000 Penalty: 3412.119385
	Iteration 66Q: 3 clusters Score -1894978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1894982.625000 Penalty: 3412.119385
	Iteration 67Q: 3 clusters Score -1894983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1894983.000000 Penalty: 3412.119385
	Iteration 68Q: 3 clusters Score -1894983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1894981.875000 Penalty: 3412.119385
	Iteration 69Q: 3 clusters Score -1894982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1894984.625000 Penalty: 3412.119385
	Iteration 70Q: 3 clusters Score -1894985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1894984.250000 Penalty: 3412.119385
	Iteration 71Q: 3 clusters Score -1894984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1894981.375000 Penalty: 3412.119385
	Iteration 72Q: 3 clusters Score -1894981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1894983.250000 Penalty: 3412.119385
	Iteration 73Q: 3 clusters Score -1894983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1894984.875000 Penalty: 3412.119385
	Iteration 74Q: 3 clusters Score -1894985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1894982.875000 Penalty: 3412.119385
	Iteration 75Q: 3 clusters Score -1894983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1894982.875000 Penalty: 3412.119385
	Iteration 76Q: 3 clusters Score -1894983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1894983.250000 Penalty: 3412.119385
	Iteration 77Q: 3 clusters Score -1894983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1894983.750000 Penalty: 3412.119385
	Iteration 78Q: 3 clusters Score -1894984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1894985.625000 Penalty: 3412.119385
	Iteration 79Q: 3 clusters Score -1894986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1894987.750000 Penalty: 3412.119385
	Iteration 80F: 3 clusters Score -1894988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (215436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215436 members 
Entering Unmasked Estep 
Score: -10942063.000000 Penalty: 1995.568115
	Iteration 0F: 2 clusters Score -1.094206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107220 members 
Mstep: Class 2 contains 108216 members 
Entering Unmasked Estep 
Score: -10797192.000000 Penalty: 3991.136230
	Iteration 0F: 3 clusters Score -1.079719e+07 nChanged 104445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95107 members 
Mstep: Class 2 contains 120329 members 
Entering Unmasked Estep 
Score: -10860438.000000 Penalty: 3991.136230
	Iteration 1F: 3 clusters Score -1.086044e+07 nChanged 9022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87255 members 
Mstep: Class 2 contains 128181 members 
Entering Unmasked Estep 
Score: -10863877.000000 Penalty: 3991.136230
	Iteration 2Q: 3 clusters Score -1.086388e+07 nChanged 12368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75419 members 
Mstep: Class 2 contains 140017 members 
Entering Unmasked Estep 
Score: -10870351.000000 Penalty: 3991.136230
	Iteration 3F: 3 clusters Score -1.087035e+07 nChanged 17071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58520 members 
Mstep: Class 2 contains 156916 members 
Entering Unmasked Estep 
Score: -10882753.000000 Penalty: 3991.136230
	Iteration 4F: 3 clusters Score -1.088275e+07 nChanged 20750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Mstep: Class 2 contains 177606 members 
Entering Unmasked Estep 
Score: -10902073.000000 Penalty: 3991.136230
	Iteration 5F: 3 clusters Score -1.090207e+07 nChanged 19403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 196981 members 
Entering Unmasked Estep 
Score: -10922318.000000 Penalty: 3991.136230
	Iteration 6F: 3 clusters Score -1.092232e+07 nChanged 11903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 208872 members 
Entering Unmasked Estep 
Score: -10934453.000000 Penalty: 3991.136230
	Iteration 7F: 3 clusters Score -1.093445e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 213441 members 
Entering Unmasked Estep 
Score: -10938766.000000 Penalty: 3991.136230
	Iteration 8Q: 3 clusters Score -1.093877e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 214692 members 
Entering Unmasked Estep 
Score: -10939914.000000 Penalty: 3991.136230
	Iteration 9Q: 3 clusters Score -1.093991e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 215023 members 
Entering Unmasked Estep 
Score: -10940181.000000 Penalty: 3991.136230
	Iteration 10Q: 3 clusters Score -1.094018e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 215113 members 
Entering Unmasked Estep 
Score: -10940249.000000 Penalty: 3991.136230
	Iteration 11Q: 3 clusters Score -1.094025e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 215150 members 
Entering Unmasked Estep 
Score: -10940306.000000 Penalty: 3991.136230
	Iteration 12Q: 3 clusters Score -1.094031e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 215165 members 
Entering Unmasked Estep 
Score: -10940352.000000 Penalty: 3991.136230
	Iteration 13Q: 3 clusters Score -1.094035e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 215178 members 
Entering Unmasked Estep 
Score: -10940362.000000 Penalty: 3991.136230
	Iteration 14Q: 3 clusters Score -1.094036e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 215184 members 
Entering Unmasked Estep 
Score: -10940373.000000 Penalty: 3991.136230
	Iteration 15Q: 3 clusters Score -1.094037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 215185 members 
Entering Unmasked Estep 
Score: -10940369.000000 Penalty: 3991.136230
	Iteration 16Q: 3 clusters Score -1.094037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 215186 members 
Entering Unmasked Estep 
Score: -10940387.000000 Penalty: 3991.136230
	Iteration 17Q: 3 clusters Score -1.094039e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 215186 members 
Entering Unmasked Estep 
Score: -10940387.000000 Penalty: 3991.136230
	Iteration 18F: 3 clusters Score -1.094039e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Entering Unmasked Estep 
Score: -654866.812500 Penalty: 1525.520142
	Iteration 0F: 2 clusters Score -654866.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -646418.687500 Penalty: 3051.040283
	Iteration 0F: 3 clusters Score -646418.7 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -649179.500000 Penalty: 3051.040283
	Iteration 1F: 3 clusters Score -649179.5 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -649429.562500 Penalty: 3051.040283
	Iteration 2F: 3 clusters Score -649429.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -649618.687500 Penalty: 3051.040283
	Iteration 3Q: 3 clusters Score -649618.7 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -649781.875000 Penalty: 3051.040283
	Iteration 4Q: 3 clusters Score -649781.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -649936.375000 Penalty: 3051.040283
	Iteration 5Q: 3 clusters Score -649936.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -650096.000000 Penalty: 3051.040283
	Iteration 6Q: 3 clusters Score -650096 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -650318.750000 Penalty: 3051.040283
	Iteration 7Q: 3 clusters Score -650318.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -650599.500000 Penalty: 3051.040283
	Iteration 8Q: 3 clusters Score -650599.5 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -650928.937500 Penalty: 3051.040283
	Iteration 9Q: 3 clusters Score -650928.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -651264.937500 Penalty: 3051.040283
	Iteration 10Q: 3 clusters Score -651264.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -651631.375000 Penalty: 3051.040283
	Iteration 11Q: 3 clusters Score -651631.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -651955.125000 Penalty: 3051.040283
	Iteration 12Q: 3 clusters Score -651955.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -652226.125000 Penalty: 3051.040283
	Iteration 13Q: 3 clusters Score -652226.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -652431.500000 Penalty: 3051.040283
	Iteration 14Q: 3 clusters Score -652431.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -652589.687500 Penalty: 3051.040283
	Iteration 15Q: 3 clusters Score -652589.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -652698.062500 Penalty: 3051.040283
	Iteration 16Q: 3 clusters Score -652698.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -652788.250000 Penalty: 3051.040283
	Iteration 17Q: 3 clusters Score -652788.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -652862.250000 Penalty: 3051.040283
	Iteration 18Q: 3 clusters Score -652862.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -652927.000000 Penalty: 3051.040283
	Iteration 19Q: 3 clusters Score -652927 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -652985.937500 Penalty: 3051.040283
	Iteration 20F: 3 clusters Score -652985.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -653060.562500 Penalty: 3051.040283
	Iteration 21Q: 3 clusters Score -653060.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -653104.875000 Penalty: 3051.040283
	Iteration 22Q: 3 clusters Score -653104.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -653137.375000 Penalty: 3051.040283
	Iteration 23Q: 3 clusters Score -653137.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -653161.125000 Penalty: 3051.040283
	Iteration 24Q: 3 clusters Score -653161.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -653182.125000 Penalty: 3051.040283
	Iteration 25Q: 3 clusters Score -653182.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -653196.812500 Penalty: 3051.040283
	Iteration 26Q: 3 clusters Score -653196.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -653207.937500 Penalty: 3051.040283
	Iteration 27Q: 3 clusters Score -653207.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -653220.937500 Penalty: 3051.040283
	Iteration 28Q: 3 clusters Score -653220.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -653236.250000 Penalty: 3051.040283
	Iteration 29Q: 3 clusters Score -653236.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -653248.500000 Penalty: 3051.040283
	Iteration 30Q: 3 clusters Score -653248.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -653258.875000 Penalty: 3051.040283
	Iteration 31Q: 3 clusters Score -653258.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -653274.437500 Penalty: 3051.040283
	Iteration 32Q: 3 clusters Score -653274.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -653287.625000 Penalty: 3051.040283
	Iteration 33Q: 3 clusters Score -653287.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -653299.187500 Penalty: 3051.040283
	Iteration 34Q: 3 clusters Score -653299.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -653314.187500 Penalty: 3051.040283
	Iteration 35Q: 3 clusters Score -653314.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -653333.687500 Penalty: 3051.040283
	Iteration 36Q: 3 clusters Score -653333.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -653351.187500 Penalty: 3051.040283
	Iteration 37Q: 3 clusters Score -653351.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -653366.375000 Penalty: 3051.040283
	Iteration 38Q: 3 clusters Score -653366.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -653376.125000 Penalty: 3051.040283
	Iteration 39Q: 3 clusters Score -653376.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -653385.687500 Penalty: 3051.040283
	Iteration 40F: 3 clusters Score -653385.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -653397.812500 Penalty: 3051.040283
	Iteration 41Q: 3 clusters Score -653397.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -653409.562500 Penalty: 3051.040283
	Iteration 42Q: 3 clusters Score -653409.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -653421.875000 Penalty: 3051.040283
	Iteration 43Q: 3 clusters Score -653421.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -653436.875000 Penalty: 3051.040283
	Iteration 44Q: 3 clusters Score -653436.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -653447.250000 Penalty: 3051.040283
	Iteration 45Q: 3 clusters Score -653447.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -653453.125000 Penalty: 3051.040283
	Iteration 46Q: 3 clusters Score -653453.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -653464.125000 Penalty: 3051.040283
	Iteration 47Q: 3 clusters Score -653464.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -653474.812500 Penalty: 3051.040283
	Iteration 48Q: 3 clusters Score -653474.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -653487.812500 Penalty: 3051.040283
	Iteration 49Q: 3 clusters Score -653487.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -653494.562500 Penalty: 3051.040283
	Iteration 50Q: 3 clusters Score -653494.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -653502.375000 Penalty: 3051.040283
	Iteration 51Q: 3 clusters Score -653502.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -653512.000000 Penalty: 3051.040283
	Iteration 52Q: 3 clusters Score -653512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -653521.000000 Penalty: 3051.040283
	Iteration 53Q: 3 clusters Score -653521 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -653532.187500 Penalty: 3051.040283
	Iteration 54Q: 3 clusters Score -653532.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -653541.375000 Penalty: 3051.040283
	Iteration 55Q: 3 clusters Score -653541.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -653548.750000 Penalty: 3051.040283
	Iteration 56Q: 3 clusters Score -653548.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -653550.625000 Penalty: 3051.040283
	Iteration 57Q: 3 clusters Score -653550.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -653551.812500 Penalty: 3051.040283
	Iteration 58Q: 3 clusters Score -653551.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -653555.687500 Penalty: 3051.040283
	Iteration 59Q: 3 clusters Score -653555.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -653556.750000 Penalty: 3051.040283
	Iteration 60F: 3 clusters Score -653556.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -653559.250000 Penalty: 3051.040283
	Iteration 61Q: 3 clusters Score -653559.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -653560.437500 Penalty: 3051.040283
	Iteration 62Q: 3 clusters Score -653560.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -653561.062500 Penalty: 3051.040283
	Iteration 63Q: 3 clusters Score -653561.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -653561.062500 Penalty: 3051.040283
	Iteration 64F: 3 clusters Score -653561.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Entering Unmasked Estep 
Score: -114120.617188 Penalty: 1264.434937
	Iteration 0F: 2 clusters Score -114120.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -111785.812500 Penalty: 2528.869873
	Iteration 0F: 3 clusters Score -111785.8 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -112329.093750 Penalty: 2528.869873
	Iteration 1F: 3 clusters Score -112329.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -112458.406250 Penalty: 2528.869873
	Iteration 2F: 3 clusters Score -112458.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -112521.773438 Penalty: 2528.869873
	Iteration 3Q: 3 clusters Score -112521.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -112559.132812 Penalty: 2528.869873
	Iteration 4Q: 3 clusters Score -112559.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -112590.992188 Penalty: 2528.869873
	Iteration 5Q: 3 clusters Score -112591 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -112619.382812 Penalty: 2528.869873
	Iteration 6Q: 3 clusters Score -112619.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -112643.781250 Penalty: 2528.869873
	Iteration 7Q: 3 clusters Score -112643.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -112668.476562 Penalty: 2528.869873
	Iteration 8Q: 3 clusters Score -112668.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -112692.289062 Penalty: 2528.869873
	Iteration 9Q: 3 clusters Score -112692.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -112709.515625 Penalty: 2528.869873
	Iteration 10Q: 3 clusters Score -112709.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -112734.617188 Penalty: 2528.869873
	Iteration 11Q: 3 clusters Score -112734.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -112754.343750 Penalty: 2528.869873
	Iteration 12Q: 3 clusters Score -112754.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -112777.179688 Penalty: 2528.869873
	Iteration 13Q: 3 clusters Score -112777.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -112805.687500 Penalty: 2528.869873
	Iteration 14Q: 3 clusters Score -112805.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -112833.445312 Penalty: 2528.869873
	Iteration 15Q: 3 clusters Score -112833.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -112851.671875 Penalty: 2528.869873
	Iteration 16Q: 3 clusters Score -112851.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -112866.773438 Penalty: 2528.869873
	Iteration 17Q: 3 clusters Score -112866.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -112881.070312 Penalty: 2528.869873
	Iteration 18Q: 3 clusters Score -112881.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -112894.789062 Penalty: 2528.869873
	Iteration 19Q: 3 clusters Score -112894.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -112917.179688 Penalty: 2528.869873
	Iteration 20F: 3 clusters Score -112917.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -112939.367188 Penalty: 2528.869873
	Iteration 21Q: 3 clusters Score -112939.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -112959.734375 Penalty: 2528.869873
	Iteration 22Q: 3 clusters Score -112959.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -112979.023438 Penalty: 2528.869873
	Iteration 23Q: 3 clusters Score -112979 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -112998.140625 Penalty: 2528.869873
	Iteration 24Q: 3 clusters Score -112998.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -113012.218750 Penalty: 2528.869873
	Iteration 25Q: 3 clusters Score -113012.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -113028.304688 Penalty: 2528.869873
	Iteration 26Q: 3 clusters Score -113028.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -113048.093750 Penalty: 2528.869873
	Iteration 27Q: 3 clusters Score -113048.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -113068.085938 Penalty: 2528.869873
	Iteration 28Q: 3 clusters Score -113068.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -113085.000000 Penalty: 2528.869873
	Iteration 29Q: 3 clusters Score -113085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -113095.179688 Penalty: 2528.869873
	Iteration 30Q: 3 clusters Score -113095.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -113102.640625 Penalty: 2528.869873
	Iteration 31Q: 3 clusters Score -113102.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -113106.007812 Penalty: 2528.869873
	Iteration 32Q: 3 clusters Score -113106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -113107.234375 Penalty: 2528.869873
	Iteration 33Q: 3 clusters Score -113107.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -113108.703125 Penalty: 2528.869873
	Iteration 34Q: 3 clusters Score -113108.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -113111.226562 Penalty: 2528.869873
	Iteration 35Q: 3 clusters Score -113111.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -113113.750000 Penalty: 2528.869873
	Iteration 36Q: 3 clusters Score -113113.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -113115.226562 Penalty: 2528.869873
	Iteration 37Q: 3 clusters Score -113115.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -113118.812500 Penalty: 2528.869873
	Iteration 38Q: 3 clusters Score -113118.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -113120.484375 Penalty: 2528.869873
	Iteration 39Q: 3 clusters Score -113120.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -113121.664062 Penalty: 2528.869873
	Iteration 40F: 3 clusters Score -113121.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -113122.859375 Penalty: 2528.869873
	Iteration 41Q: 3 clusters Score -113122.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -113124.265625 Penalty: 2528.869873
	Iteration 42Q: 3 clusters Score -113124.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -113127.851562 Penalty: 2528.869873
	Iteration 43Q: 3 clusters Score -113127.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -113131.960938 Penalty: 2528.869873
	Iteration 44Q: 3 clusters Score -113132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -113136.257812 Penalty: 2528.869873
	Iteration 45Q: 3 clusters Score -113136.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -113138.804688 Penalty: 2528.869873
	Iteration 46Q: 3 clusters Score -113138.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -113141.765625 Penalty: 2528.869873
	Iteration 47Q: 3 clusters Score -113141.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -113144.609375 Penalty: 2528.869873
	Iteration 48Q: 3 clusters Score -113144.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -113146.093750 Penalty: 2528.869873
	Iteration 49Q: 3 clusters Score -113146.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -113148.718750 Penalty: 2528.869873
	Iteration 50Q: 3 clusters Score -113148.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -113150.601562 Penalty: 2528.869873
	Iteration 51Q: 3 clusters Score -113150.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -113151.773438 Penalty: 2528.869873
	Iteration 52Q: 3 clusters Score -113151.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -113152.226562 Penalty: 2528.869873
	Iteration 53Q: 3 clusters Score -113152.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -113153.726562 Penalty: 2528.869873
	Iteration 54Q: 3 clusters Score -113153.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -113155.710938 Penalty: 2528.869873
	Iteration 55Q: 3 clusters Score -113155.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -113156.226562 Penalty: 2528.869873
	Iteration 56Q: 3 clusters Score -113156.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -113156.226562 Penalty: 2528.869873
	Iteration 57F: 3 clusters Score -113156.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Entering Unmasked Estep 
Score: -113865.531250 Penalty: 1247.652832
	Iteration 0F: 2 clusters Score -113865.5 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 1055 members 
Entering Unmasked Estep 
Score: -111701.804688 Penalty: 2495.305664
	Iteration 0F: 3 clusters Score -111701.8 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -112147.757812 Penalty: 2495.305664
	Iteration 1F: 3 clusters Score -112147.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -112260.859375 Penalty: 2495.305664
	Iteration 2F: 3 clusters Score -112260.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -112327.734375 Penalty: 2495.305664
	Iteration 3Q: 3 clusters Score -112327.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -112371.390625 Penalty: 2495.305664
	Iteration 4Q: 3 clusters Score -112371.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -112401.585938 Penalty: 2495.305664
	Iteration 5Q: 3 clusters Score -112401.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -112422.000000 Penalty: 2495.305664
	Iteration 6Q: 3 clusters Score -112422 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -112442.109375 Penalty: 2495.305664
	Iteration 7Q: 3 clusters Score -112442.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -112458.914062 Penalty: 2495.305664
	Iteration 8Q: 3 clusters Score -112458.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -112469.945312 Penalty: 2495.305664
	Iteration 9Q: 3 clusters Score -112469.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -112477.671875 Penalty: 2495.305664
	Iteration 10Q: 3 clusters Score -112477.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -112482.546875 Penalty: 2495.305664
	Iteration 11Q: 3 clusters Score -112482.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -112488.031250 Penalty: 2495.305664
	Iteration 12Q: 3 clusters Score -112488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -112492.546875 Penalty: 2495.305664
	Iteration 13Q: 3 clusters Score -112492.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -112499.734375 Penalty: 2495.305664
	Iteration 14Q: 3 clusters Score -112499.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -112505.406250 Penalty: 2495.305664
	Iteration 15Q: 3 clusters Score -112505.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -112508.992188 Penalty: 2495.305664
	Iteration 16Q: 3 clusters Score -112509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -112511.406250 Penalty: 2495.305664
	Iteration 17Q: 3 clusters Score -112511.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -112516.664062 Penalty: 2495.305664
	Iteration 18Q: 3 clusters Score -112516.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -112521.898438 Penalty: 2495.305664
	Iteration 19Q: 3 clusters Score -112521.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -112524.500000 Penalty: 2495.305664
	Iteration 20F: 3 clusters Score -112524.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -112526.960938 Penalty: 2495.305664
	Iteration 21Q: 3 clusters Score -112527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -112530.109375 Penalty: 2495.305664
	Iteration 22Q: 3 clusters Score -112530.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -112533.796875 Penalty: 2495.305664
	Iteration 23Q: 3 clusters Score -112533.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -112538.046875 Penalty: 2495.305664
	Iteration 24Q: 3 clusters Score -112538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -112540.250000 Penalty: 2495.305664
	Iteration 25Q: 3 clusters Score -112540.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -112541.132812 Penalty: 2495.305664
	Iteration 26Q: 3 clusters Score -112541.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -112543.179688 Penalty: 2495.305664
	Iteration 27Q: 3 clusters Score -112543.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -112543.843750 Penalty: 2495.305664
	Iteration 28Q: 3 clusters Score -112543.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -112547.046875 Penalty: 2495.305664
	Iteration 29Q: 3 clusters Score -112547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -112551.460938 Penalty: 2495.305664
	Iteration 30Q: 3 clusters Score -112551.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -112555.476562 Penalty: 2495.305664
	Iteration 31Q: 3 clusters Score -112555.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -112559.609375 Penalty: 2495.305664
	Iteration 32Q: 3 clusters Score -112559.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -112562.531250 Penalty: 2495.305664
	Iteration 33Q: 3 clusters Score -112562.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -112564.289062 Penalty: 2495.305664
	Iteration 34Q: 3 clusters Score -112564.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -112567.046875 Penalty: 2495.305664
	Iteration 35Q: 3 clusters Score -112567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -112570.929688 Penalty: 2495.305664
	Iteration 36Q: 3 clusters Score -112570.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -112577.343750 Penalty: 2495.305664
	Iteration 37Q: 3 clusters Score -112577.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -112586.539062 Penalty: 2495.305664
	Iteration 38Q: 3 clusters Score -112586.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -112590.906250 Penalty: 2495.305664
	Iteration 39Q: 3 clusters Score -112590.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -112595.132812 Penalty: 2495.305664
	Iteration 40F: 3 clusters Score -112595.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -112600.289062 Penalty: 2495.305664
	Iteration 41Q: 3 clusters Score -112600.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -112605.898438 Penalty: 2495.305664
	Iteration 42Q: 3 clusters Score -112605.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -112613.210938 Penalty: 2495.305664
	Iteration 43Q: 3 clusters Score -112613.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -112621.117188 Penalty: 2495.305664
	Iteration 44Q: 3 clusters Score -112621.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -112626.921875 Penalty: 2495.305664
	Iteration 45Q: 3 clusters Score -112626.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -112630.750000 Penalty: 2495.305664
	Iteration 46Q: 3 clusters Score -112630.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -112636.015625 Penalty: 2495.305664
	Iteration 47Q: 3 clusters Score -112636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -112647.179688 Penalty: 2495.305664
	Iteration 48Q: 3 clusters Score -112647.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -112652.632812 Penalty: 2495.305664
	Iteration 49Q: 3 clusters Score -112652.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -112655.882812 Penalty: 2495.305664
	Iteration 50Q: 3 clusters Score -112655.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -112660.562500 Penalty: 2495.305664
	Iteration 51Q: 3 clusters Score -112660.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -112665.867188 Penalty: 2495.305664
	Iteration 52Q: 3 clusters Score -112665.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -112669.367188 Penalty: 2495.305664
	Iteration 53Q: 3 clusters Score -112669.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -112670.593750 Penalty: 2495.305664
	Iteration 54Q: 3 clusters Score -112670.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -112671.421875 Penalty: 2495.305664
	Iteration 55Q: 3 clusters Score -112671.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -112672.351562 Penalty: 2495.305664
	Iteration 56Q: 3 clusters Score -112672.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -112673.554688 Penalty: 2495.305664
	Iteration 57Q: 3 clusters Score -112673.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -112677.000000 Penalty: 2495.305664
	Iteration 58Q: 3 clusters Score -112677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -112680.789062 Penalty: 2495.305664
	Iteration 59Q: 3 clusters Score -112680.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -112684.523438 Penalty: 2495.305664
	Iteration 60F: 3 clusters Score -112684.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -112690.718750 Penalty: 2495.305664
	Iteration 61Q: 3 clusters Score -112690.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -112695.132812 Penalty: 2495.305664
	Iteration 62Q: 3 clusters Score -112695.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -112699.593750 Penalty: 2495.305664
	Iteration 63Q: 3 clusters Score -112699.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -112701.257812 Penalty: 2495.305664
	Iteration 64Q: 3 clusters Score -112701.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -112703.804688 Penalty: 2495.305664
	Iteration 65Q: 3 clusters Score -112703.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -112704.500000 Penalty: 2495.305664
	Iteration 66Q: 3 clusters Score -112704.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -112704.500000 Penalty: 2495.305664
	Iteration 67F: 3 clusters Score -112704.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (114475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114475 members 
Entering Unmasked Estep 
Score: -5997495.500000 Penalty: 1892.818115
	Iteration 0F: 2 clusters Score -5997496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57084 members 
Mstep: Class 2 contains 57391 members 
Entering Unmasked Estep 
Score: -5920554.000000 Penalty: 3785.636230
	Iteration 0F: 3 clusters Score -5920554 nChanged 55331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55923 members 
Mstep: Class 2 contains 58552 members 
Entering Unmasked Estep 
Score: -5952839.000000 Penalty: 3785.636230
	Iteration 1F: 3 clusters Score -5952839 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55293 members 
Mstep: Class 2 contains 59182 members 
Entering Unmasked Estep 
Score: -5953757.500000 Penalty: 3785.636230
	Iteration 2Q: 3 clusters Score -5953758 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54274 members 
Mstep: Class 2 contains 60201 members 
Entering Unmasked Estep 
Score: -5955037.000000 Penalty: 3785.636230
	Iteration 3Q: 3 clusters Score -5955037 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52691 members 
Mstep: Class 2 contains 61784 members 
Entering Unmasked Estep 
Score: -5956708.000000 Penalty: 3785.636230
	Iteration 4Q: 3 clusters Score -5956708 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50543 members 
Mstep: Class 2 contains 63932 members 
Entering Unmasked Estep 
Score: -5958804.500000 Penalty: 3785.636230
	Iteration 5Q: 3 clusters Score -5958804 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47606 members 
Mstep: Class 2 contains 66869 members 
Entering Unmasked Estep 
Score: -5961710.500000 Penalty: 3785.636230
	Iteration 6Q: 3 clusters Score -5961710 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43810 members 
Mstep: Class 2 contains 70665 members 
Entering Unmasked Estep 
Score: -5965324.500000 Penalty: 3785.636230
	Iteration 7F: 3 clusters Score -5965324 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 75168 members 
Entering Unmasked Estep 
Score: -5969424.500000 Penalty: 3785.636230
	Iteration 8F: 3 clusters Score -5969424 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 80114 members 
Entering Unmasked Estep 
Score: -5973707.000000 Penalty: 3785.636230
	Iteration 9F: 3 clusters Score -5973707 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 85379 members 
Entering Unmasked Estep 
Score: -5977953.000000 Penalty: 3785.636230
	Iteration 10F: 3 clusters Score -5977953 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 90451 members 
Entering Unmasked Estep 
Score: -5981937.000000 Penalty: 3785.636230
	Iteration 11Q: 3 clusters Score -5981937 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 95006 members 
Entering Unmasked Estep 
Score: -5985521.500000 Penalty: 3785.636230
	Iteration 12Q: 3 clusters Score -5985522 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 98759 members 
Entering Unmasked Estep 
Score: -5988329.500000 Penalty: 3785.636230
	Iteration 13Q: 3 clusters Score -5988330 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 101568 members 
Entering Unmasked Estep 
Score: -5990178.500000 Penalty: 3785.636230
	Iteration 14Q: 3 clusters Score -5990178 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 103803 members 
Entering Unmasked Estep 
Score: -5991527.000000 Penalty: 3785.636230
	Iteration 15Q: 3 clusters Score -5991527 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 105631 members 
Entering Unmasked Estep 
Score: -5992526.000000 Penalty: 3785.636230
	Iteration 16Q: 3 clusters Score -5992526 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 107113 members 
Entering Unmasked Estep 
Score: -5993279.000000 Penalty: 3785.636230
	Iteration 17Q: 3 clusters Score -5993279 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 108286 members 
Entering Unmasked Estep 
Score: -5993857.000000 Penalty: 3785.636230
	Iteration 18Q: 3 clusters Score -5993857 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 109248 members 
Entering Unmasked Estep 
Score: -5994276.500000 Penalty: 3785.636230
	Iteration 19Q: 3 clusters Score -5994276 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 110020 members 
Entering Unmasked Estep 
Score: -5994611.000000 Penalty: 3785.636230
	Iteration 20F: 3 clusters Score -5994611 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 110646 members 
Entering Unmasked Estep 
Score: -5994839.500000 Penalty: 3785.636230
	Iteration 21Q: 3 clusters Score -5994840 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 111179 members 
Entering Unmasked Estep 
Score: -5995096.500000 Penalty: 3785.636230
	Iteration 22Q: 3 clusters Score -5995096 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 111629 members 
Entering Unmasked Estep 
Score: -5995271.500000 Penalty: 3785.636230
	Iteration 23Q: 3 clusters Score -5995272 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 111968 members 
Entering Unmasked Estep 
Score: -5995417.500000 Penalty: 3785.636230
	Iteration 24Q: 3 clusters Score -5995418 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 112219 members 
Entering Unmasked Estep 
Score: -5995513.000000 Penalty: 3785.636230
	Iteration 25Q: 3 clusters Score -5995513 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 112424 members 
Entering Unmasked Estep 
Score: -5995579.500000 Penalty: 3785.636230
	Iteration 26Q: 3 clusters Score -5995580 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 112589 members 
Entering Unmasked Estep 
Score: -5995627.500000 Penalty: 3785.636230
	Iteration 27Q: 3 clusters Score -5995628 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 112724 members 
Entering Unmasked Estep 
Score: -5995691.500000 Penalty: 3785.636230
	Iteration 28Q: 3 clusters Score -5995692 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 112842 members 
Entering Unmasked Estep 
Score: -5995720.000000 Penalty: 3785.636230
	Iteration 29Q: 3 clusters Score -5995720 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 112944 members 
Entering Unmasked Estep 
Score: -5995774.000000 Penalty: 3785.636230
	Iteration 30Q: 3 clusters Score -5995774 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 113022 members 
Entering Unmasked Estep 
Score: -5995815.500000 Penalty: 3785.636230
	Iteration 31Q: 3 clusters Score -5995816 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 113093 members 
Entering Unmasked Estep 
Score: -5995839.000000 Penalty: 3785.636230
	Iteration 32Q: 3 clusters Score -5995839 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 113152 members 
Entering Unmasked Estep 
Score: -5995853.500000 Penalty: 3785.636230
	Iteration 33Q: 3 clusters Score -5995854 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 113199 members 
Entering Unmasked Estep 
Score: -5995875.500000 Penalty: 3785.636230
	Iteration 34Q: 3 clusters Score -5995876 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 113237 members 
Entering Unmasked Estep 
Score: -5995882.500000 Penalty: 3785.636230
	Iteration 35Q: 3 clusters Score -5995882 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 113265 members 
Entering Unmasked Estep 
Score: -5995889.000000 Penalty: 3785.636230
	Iteration 36Q: 3 clusters Score -5995889 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 113291 members 
Entering Unmasked Estep 
Score: -5995885.500000 Penalty: 3785.636230
	Iteration 37Q: 3 clusters Score -5995886 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 113315 members 
Entering Unmasked Estep 
Score: -5995897.000000 Penalty: 3785.636230
	Iteration 38Q: 3 clusters Score -5995897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 113324 members 
Entering Unmasked Estep 
Score: -5995895.000000 Penalty: 3785.636230
	Iteration 39Q: 3 clusters Score -5995895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 113331 members 
Entering Unmasked Estep 
Score: -5995892.000000 Penalty: 3785.636230
	Iteration 40F: 3 clusters Score -5995892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 113339 members 
Entering Unmasked Estep 
Score: -5995892.500000 Penalty: 3785.636230
	Iteration 41Q: 3 clusters Score -5995892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 113343 members 
Entering Unmasked Estep 
Score: -5995897.000000 Penalty: 3785.636230
	Iteration 42Q: 3 clusters Score -5995897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 113346 members 
Entering Unmasked Estep 
Score: -5995888.500000 Penalty: 3785.636230
	Iteration 43Q: 3 clusters Score -5995888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 113351 members 
Entering Unmasked Estep 
Score: -5995890.000000 Penalty: 3785.636230
	Iteration 44Q: 3 clusters Score -5995890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 113355 members 
Entering Unmasked Estep 
Score: -5995889.000000 Penalty: 3785.636230
	Iteration 45Q: 3 clusters Score -5995889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 113359 members 
Entering Unmasked Estep 
Score: -5995896.000000 Penalty: 3785.636230
	Iteration 46Q: 3 clusters Score -5995896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 113364 members 
Entering Unmasked Estep 
Score: -5995902.000000 Penalty: 3785.636230
	Iteration 47Q: 3 clusters Score -5995902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 113368 members 
Entering Unmasked Estep 
Score: -5995900.000000 Penalty: 3785.636230
	Iteration 48Q: 3 clusters Score -5995900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 113374 members 
Entering Unmasked Estep 
Score: -5995900.000000 Penalty: 3785.636230
	Iteration 49Q: 3 clusters Score -5995900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 113377 members 
Entering Unmasked Estep 
Score: -5995897.000000 Penalty: 3785.636230
	Iteration 50Q: 3 clusters Score -5995897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 113380 members 
Entering Unmasked Estep 
Score: -5995894.000000 Penalty: 3785.636230
	Iteration 51Q: 3 clusters Score -5995894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 113384 members 
Entering Unmasked Estep 
Score: -5995898.000000 Penalty: 3785.636230
	Iteration 52Q: 3 clusters Score -5995898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 113384 members 
Entering Unmasked Estep 
Score: -5995898.000000 Penalty: 3785.636230
	Iteration 53F: 3 clusters Score -5995898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 3 contains 10723 members 
Mstep: Class 4 contains 11905 members 
Mstep: Class 5 contains 3417 members 
Mstep: Class 6 contains 3418 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 4217 members 
Mstep: Class 9 contains 6868 members 
Mstep: Class 11 contains 9226 members 
Mstep: Class 12 contains 13600 members 
Mstep: Class 13 contains 36273 members 
Mstep: Class 14 contains 215436 members 
Mstep: Class 15 contains 11942 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 19 contains 2160 members 
Mstep: Class 20 contains 114475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23149720.000000 Penalty: 33916.507812
Iteration 319Q: 17 clusters Score -2.314972e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 3 contains 10732 members 
Mstep: Class 4 contains 11898 members 
Mstep: Class 5 contains 3415 members 
Mstep: Class 6 contains 3403 members 
Mstep: Class 7 contains 2285 members 
Mstep: Class 8 contains 4215 members 
Mstep: Class 9 contains 6854 members 
Mstep: Class 11 contains 9210 members 
Mstep: Class 12 contains 13393 members 
Mstep: Class 13 contains 36239 members 
Mstep: Class 14 contains 216033 members 
Mstep: Class 15 contains 11938 members 
Mstep: Class 16 contains 2401 members 
Mstep: Class 19 contains 2160 members 
Mstep: Class 20 contains 114167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23149658.000000 Penalty: 33916.507812
Iteration 320F: 17 clusters Score -2.314966e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 3 contains 10745 members 
Mstep: Class 4 contains 11905 members 
Mstep: Class 5 contains 3407 members 
Mstep: Class 6 contains 3385 members 
Mstep: Class 7 contains 2286 members 
Mstep: Class 8 contains 4212 members 
Mstep: Class 9 contains 6845 members 
Mstep: Class 11 contains 9193 members 
Mstep: Class 12 contains 13203 members 
Mstep: Class 13 contains 36213 members 
Mstep: Class 14 contains 216623 members 
Mstep: Class 15 contains 11929 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 19 contains 2159 members 
Mstep: Class 20 contains 113829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23149690.000000 Penalty: 33916.507812
Iteration 321Q: 17 clusters Score -2.314969e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 3 contains 10757 members 
Mstep: Class 4 contains 11921 members 
Mstep: Class 5 contains 3405 members 
Mstep: Class 6 contains 3376 members 
Mstep: Class 7 contains 2288 members 
Mstep: Class 8 contains 4208 members 
Mstep: Class 9 contains 6836 members 
Mstep: Class 11 contains 9176 members 
Mstep: Class 12 contains 13003 members 
Mstep: Class 13 contains 36193 members 
Mstep: Class 14 contains 217163 members 
Mstep: Class 15 contains 11927 members 
Mstep: Class 16 contains 2417 members 
Mstep: Class 19 contains 2160 members 
Mstep: Class 20 contains 113512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23149810.000000 Penalty: 33916.507812
Iteration 322Q: 17 clusters Score -2.314981e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 3 contains 10773 members 
Mstep: Class 4 contains 11949 members 
Mstep: Class 5 contains 3401 members 
Mstep: Class 6 contains 3368 members 
Mstep: Class 7 contains 2286 members 
Mstep: Class 8 contains 4206 members 
Mstep: Class 9 contains 6827 members 
Mstep: Class 11 contains 9164 members 
Mstep: Class 12 contains 12808 members 
Mstep: Class 13 contains 36174 members 
Mstep: Class 14 contains 217680 members 
Mstep: Class 15 contains 11919 members 
Mstep: Class 16 contains 2427 members 
Mstep: Class 19 contains 2161 members 
Mstep: Class 20 contains 113197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23149860.000000 Penalty: 33916.507812
Iteration 323Q: 17 clusters Score -2.314986e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 3 contains 10788 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 3396 members 
Mstep: Class 6 contains 3351 members 
Mstep: Class 7 contains 2287 members 
Mstep: Class 8 contains 4204 members 
Mstep: Class 9 contains 6819 members 
Mstep: Class 11 contains 9155 members 
Mstep: Class 12 contains 12609 members 
Mstep: Class 13 contains 36157 members 
Mstep: Class 14 contains 218199 members 
Mstep: Class 15 contains 11911 members 
Mstep: Class 16 contains 2433 members 
Mstep: Class 19 contains 2164 members 
Mstep: Class 20 contains 112887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23149920.000000 Penalty: 33916.507812
Iteration 324Q: 17 clusters Score -2.314992e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 3 contains 10803 members 
Mstep: Class 4 contains 12008 members 
Mstep: Class 5 contains 3388 members 
Mstep: Class 6 contains 3335 members 
Mstep: Class 7 contains 2288 members 
Mstep: Class 8 contains 4198 members 
Mstep: Class 9 contains 6815 members 
Mstep: Class 11 contains 9148 members 
Mstep: Class 12 contains 12422 members 
Mstep: Class 13 contains 36146 members 
Mstep: Class 14 contains 218722 members 
Mstep: Class 15 contains 11904 members 
Mstep: Class 16 contains 2440 members 
Mstep: Class 19 contains 2165 members 
Mstep: Class 20 contains 112559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23149926.000000 Penalty: 33916.507812
Iteration 325Q: 17 clusters Score -2.314993e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 3 contains 10820 members 
Mstep: Class 4 contains 12056 members 
Mstep: Class 5 contains 3380 members 
Mstep: Class 6 contains 3324 members 
Mstep: Class 7 contains 2289 members 
Mstep: Class 8 contains 4195 members 
Mstep: Class 9 contains 6815 members 
Mstep: Class 11 contains 9137 members 
Mstep: Class 12 contains 12236 members 
Mstep: Class 13 contains 36131 members 
Mstep: Class 14 contains 219263 members 
Mstep: Class 15 contains 11912 members 
Mstep: Class 16 contains 2443 members 
Mstep: Class 19 contains 2165 members 
Mstep: Class 20 contains 112178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23149972.000000 Penalty: 33916.507812
Iteration 326Q: 17 clusters Score -2.314997e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 3 contains 10838 members 
Mstep: Class 4 contains 12112 members 
Mstep: Class 5 contains 3376 members 
Mstep: Class 6 contains 3312 members 
Mstep: Class 7 contains 2292 members 
Mstep: Class 8 contains 4194 members 
Mstep: Class 9 contains 6812 members 
Mstep: Class 11 contains 9134 members 
Mstep: Class 12 contains 12028 members 
Mstep: Class 13 contains 36118 members 
Mstep: Class 14 contains 219763 members 
Mstep: Class 15 contains 11912 members 
Mstep: Class 16 contains 2441 members 
Mstep: Class 19 contains 2166 members 
Mstep: Class 20 contains 111840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23149956.000000 Penalty: 33916.507812
Iteration 327Q: 17 clusters Score -2.314996e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 3 contains 10848 members 
Mstep: Class 4 contains 12151 members 
Mstep: Class 5 contains 3370 members 
Mstep: Class 6 contains 3304 members 
Mstep: Class 7 contains 2293 members 
Mstep: Class 8 contains 4194 members 
Mstep: Class 9 contains 6810 members 
Mstep: Class 11 contains 9131 members 
Mstep: Class 12 contains 11842 members 
Mstep: Class 13 contains 36103 members 
Mstep: Class 14 contains 220286 members 
Mstep: Class 15 contains 11916 members 
Mstep: Class 16 contains 2442 members 
Mstep: Class 19 contains 2166 members 
Mstep: Class 20 contains 111478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23150018.000000 Penalty: 33916.507812
Iteration 328Q: 17 clusters Score -2.315002e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 3 contains 10860 members 
Mstep: Class 4 contains 12192 members 
Mstep: Class 5 contains 3366 members 
Mstep: Class 6 contains 3302 members 
Mstep: Class 7 contains 2295 members 
Mstep: Class 8 contains 4192 members 
Mstep: Class 9 contains 6808 members 
Mstep: Class 11 contains 9125 members 
Mstep: Class 12 contains 11650 members 
Mstep: Class 13 contains 36087 members 
Mstep: Class 14 contains 220817 members 
Mstep: Class 15 contains 11903 members 
Mstep: Class 16 contains 2439 members 
Mstep: Class 19 contains 2166 members 
Mstep: Class 20 contains 111121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23150072.000000 Penalty: 33916.507812
Iteration 329Q: 17 clusters Score -2.315007e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 3 contains 10872 members 
Mstep: Class 4 contains 12246 members 
Mstep: Class 5 contains 3360 members 
Mstep: Class 6 contains 3291 members 
Mstep: Class 7 contains 2292 members 
Mstep: Class 8 contains 4189 members 
Mstep: Class 9 contains 6797 members 
Mstep: Class 11 contains 9119 members 
Mstep: Class 12 contains 11453 members 
Mstep: Class 13 contains 36074 members 
Mstep: Class 14 contains 221379 members 
Mstep: Class 15 contains 11896 members 
Mstep: Class 16 contains 2436 members 
Mstep: Class 19 contains 2164 members 
Mstep: Class 20 contains 110747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23150164.000000 Penalty: 33916.507812
Iteration 330Q: 17 clusters Score -2.315016e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 3 contains 10882 members 
Mstep: Class 4 contains 12278 members 
Mstep: Class 5 contains 3356 members 
Mstep: Class 6 contains 3279 members 
Mstep: Class 7 contains 2288 members 
Mstep: Class 8 contains 4186 members 
Mstep: Class 9 contains 6786 members 
Mstep: Class 11 contains 9113 members 
Mstep: Class 12 contains 11254 members 
Mstep: Class 13 contains 36060 members 
Mstep: Class 14 contains 221938 members 
Mstep: Class 15 contains 11891 members 
Mstep: Class 16 contains 2446 members 
Mstep: Class 19 contains 2166 members 
Mstep: Class 20 contains 110380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23150240.000000 Penalty: 33916.507812
Iteration 331Q: 17 clusters Score -2.315024e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 3 contains 10894 members 
Mstep: Class 4 contains 12305 members 
Mstep: Class 5 contains 3353 members 
Mstep: Class 6 contains 3271 members 
Mstep: Class 7 contains 2288 members 
Mstep: Class 8 contains 4181 members 
Mstep: Class 9 contains 6786 members 
Mstep: Class 11 contains 9115 members 
Mstep: Class 12 contains 11048 members 
Mstep: Class 13 contains 36046 members 
Mstep: Class 14 contains 222507 members 
Mstep: Class 15 contains 11872 members 
Mstep: Class 16 contains 2451 members 
Mstep: Class 19 contains 2165 members 
Mstep: Class 20 contains 110011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23150216.000000 Penalty: 33916.507812
Iteration 332Q: 17 clusters Score -2.315022e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 3 contains 10908 members 
Mstep: Class 4 contains 12328 members 
Mstep: Class 5 contains 3348 members 
Mstep: Class 6 contains 3264 members 
Mstep: Class 7 contains 2290 members 
Mstep: Class 8 contains 4183 members 
Mstep: Class 9 contains 6780 members 
Mstep: Class 11 contains 9115 members 
Mstep: Class 12 contains 10816 members 
Mstep: Class 13 contains 36039 members 
Mstep: Class 14 contains 223056 members 
Mstep: Class 15 contains 11862 members 
Mstep: Class 16 contains 2458 members 
Mstep: Class 19 contains 2165 members 
Mstep: Class 20 contains 109667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23150340.000000 Penalty: 33916.507812
Iteration 333Q: 17 clusters Score -2.315034e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 3 contains 10921 members 
Mstep: Class 4 contains 12372 members 
Mstep: Class 5 contains 3342 members 
Mstep: Class 6 contains 3253 members 
Mstep: Class 7 contains 2292 members 
Mstep: Class 8 contains 4182 members 
Mstep: Class 9 contains 6779 members 
Mstep: Class 11 contains 9115 members 
Mstep: Class 12 contains 10597 members 
Mstep: Class 13 contains 36030 members 
Mstep: Class 14 contains 223613 members 
Mstep: Class 15 contains 11861 members 
Mstep: Class 16 contains 2466 members 
Mstep: Class 19 contains 2168 members 
Mstep: Class 20 contains 109286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23150318.000000 Penalty: 33916.507812
Iteration 334Q: 17 clusters Score -2.315032e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 3 contains 10938 members 
Mstep: Class 4 contains 12401 members 
Mstep: Class 5 contains 3336 members 
Mstep: Class 6 contains 3239 members 
Mstep: Class 7 contains 2292 members 
Mstep: Class 8 contains 4182 members 
Mstep: Class 9 contains 6783 members 
Mstep: Class 11 contains 9105 members 
Mstep: Class 12 contains 10385 members 
Mstep: Class 13 contains 36025 members 
Mstep: Class 14 contains 224182 members 
Mstep: Class 15 contains 11852 members 
Mstep: Class 16 contains 2474 members 
Mstep: Class 19 contains 2170 members 
Mstep: Class 20 contains 108907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23150344.000000 Penalty: 33916.507812
Iteration 335Q: 17 clusters Score -2.315034e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 3 contains 10953 members 
Mstep: Class 4 contains 12458 members 
Mstep: Class 5 contains 3328 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 2295 members 
Mstep: Class 8 contains 4179 members 
Mstep: Class 9 contains 6787 members 
Mstep: Class 11 contains 9096 members 
Mstep: Class 12 contains 10171 members 
Mstep: Class 13 contains 36016 members 
Mstep: Class 14 contains 224748 members 
Mstep: Class 15 contains 11853 members 
Mstep: Class 16 contains 2477 members 
Mstep: Class 19 contains 2173 members 
Mstep: Class 20 contains 108522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23150420.000000 Penalty: 33916.507812
Iteration 336Q: 17 clusters Score -2.315042e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 3 contains 10968 members 
Mstep: Class 4 contains 12515 members 
Mstep: Class 5 contains 3315 members 
Mstep: Class 6 contains 3208 members 
Mstep: Class 7 contains 2296 members 
Mstep: Class 8 contains 4177 members 
Mstep: Class 9 contains 6791 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 9956 members 
Mstep: Class 13 contains 36012 members 
Mstep: Class 14 contains 225293 members 
Mstep: Class 15 contains 11861 members 
Mstep: Class 16 contains 2482 members 
Mstep: Class 19 contains 2177 members 
Mstep: Class 20 contains 108137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23150400.000000 Penalty: 33916.507812
Iteration 337Q: 17 clusters Score -2.31504e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 3 contains 10981 members 
Mstep: Class 4 contains 12579 members 
Mstep: Class 5 contains 3308 members 
Mstep: Class 6 contains 3194 members 
Mstep: Class 7 contains 2295 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 6784 members 
Mstep: Class 11 contains 9079 members 
Mstep: Class 12 contains 9752 members 
Mstep: Class 13 contains 36015 members 
Mstep: Class 14 contains 225872 members 
Mstep: Class 15 contains 11867 members 
Mstep: Class 16 contains 2486 members 
Mstep: Class 19 contains 2178 members 
Mstep: Class 20 contains 107709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23150406.000000 Penalty: 33916.507812
Iteration 338Q: 17 clusters Score -2.315041e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 3 contains 10998 members 
Mstep: Class 4 contains 12648 members 
Mstep: Class 5 contains 3299 members 
Mstep: Class 6 contains 3187 members 
Mstep: Class 7 contains 2294 members 
Mstep: Class 8 contains 4169 members 
Mstep: Class 9 contains 6782 members 
Mstep: Class 11 contains 9071 members 
Mstep: Class 12 contains 9556 members 
Mstep: Class 13 contains 36020 members 
Mstep: Class 14 contains 226446 members 
Mstep: Class 15 contains 11880 members 
Mstep: Class 16 contains 2491 members 
Mstep: Class 19 contains 2180 members 
Mstep: Class 20 contains 107245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23150462.000000 Penalty: 33916.507812
Iteration 339Q: 17 clusters Score -2.315046e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 3 contains 11015 members 
Mstep: Class 4 contains 12745 members 
Mstep: Class 5 contains 3292 members 
Mstep: Class 6 contains 3176 members 
Mstep: Class 7 contains 2292 members 
Mstep: Class 8 contains 4166 members 
Mstep: Class 9 contains 6779 members 
Mstep: Class 11 contains 9070 members 
Mstep: Class 12 contains 9367 members 
Mstep: Class 13 contains 36029 members 
Mstep: Class 14 contains 226993 members 
Mstep: Class 15 contains 11887 members 
Mstep: Class 16 contains 2500 members 
Mstep: Class 19 contains 2178 members 
Mstep: Class 20 contains 106771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23150528.000000 Penalty: 33916.507812
Iteration 340F: 17 clusters Score -2.315053e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 3 contains 11028 members 
Mstep: Class 4 contains 12835 members 
Mstep: Class 5 contains 3288 members 
Mstep: Class 6 contains 3163 members 
Mstep: Class 7 contains 2293 members 
Mstep: Class 8 contains 4171 members 
Mstep: Class 9 contains 6778 members 
Mstep: Class 11 contains 9070 members 
Mstep: Class 12 contains 9177 members 
Mstep: Class 13 contains 36025 members 
Mstep: Class 14 contains 227553 members 
Mstep: Class 15 contains 11903 members 
Mstep: Class 16 contains 2510 members 
Mstep: Class 19 contains 2178 members 
Mstep: Class 20 contains 106283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23150616.000000 Penalty: 33916.507812
Iteration 341Q: 17 clusters Score -2.315062e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 3 contains 11040 members 
Mstep: Class 4 contains 12913 members 
Mstep: Class 5 contains 3280 members 
Mstep: Class 6 contains 3145 members 
Mstep: Class 7 contains 2294 members 
Mstep: Class 8 contains 4168 members 
Mstep: Class 9 contains 6779 members 
Mstep: Class 11 contains 9073 members 
Mstep: Class 12 contains 9005 members 
Mstep: Class 13 contains 36022 members 
Mstep: Class 14 contains 228124 members 
Mstep: Class 15 contains 11906 members 
Mstep: Class 16 contains 2518 members 
Mstep: Class 19 contains 2176 members 
Mstep: Class 20 contains 105805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23150698.000000 Penalty: 33916.507812
Iteration 342Q: 17 clusters Score -2.31507e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 3 contains 11053 members 
Mstep: Class 4 contains 12998 members 
Mstep: Class 5 contains 3273 members 
Mstep: Class 6 contains 3130 members 
Mstep: Class 7 contains 2294 members 
Mstep: Class 8 contains 4167 members 
Mstep: Class 9 contains 6787 members 
Mstep: Class 11 contains 9073 members 
Mstep: Class 12 contains 8835 members 
Mstep: Class 13 contains 36016 members 
Mstep: Class 14 contains 228669 members 
Mstep: Class 15 contains 11910 members 
Mstep: Class 16 contains 2524 members 
Mstep: Class 19 contains 2177 members 
Mstep: Class 20 contains 105330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23150752.000000 Penalty: 33916.507812
Iteration 343Q: 17 clusters Score -2.315075e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 3 contains 11060 members 
Mstep: Class 4 contains 13076 members 
Mstep: Class 5 contains 3268 members 
Mstep: Class 6 contains 3112 members 
Mstep: Class 7 contains 2293 members 
Mstep: Class 8 contains 4160 members 
Mstep: Class 9 contains 6791 members 
Mstep: Class 11 contains 9071 members 
Mstep: Class 12 contains 8657 members 
Mstep: Class 13 contains 36012 members 
Mstep: Class 14 contains 229274 members 
Mstep: Class 15 contains 11923 members 
Mstep: Class 16 contains 2537 members 
Mstep: Class 19 contains 2176 members 
Mstep: Class 20 contains 104819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23150828.000000 Penalty: 33916.507812
Iteration 344Q: 17 clusters Score -2.315083e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 3 contains 11071 members 
Mstep: Class 4 contains 13142 members 
Mstep: Class 5 contains 3264 members 
Mstep: Class 6 contains 3095 members 
Mstep: Class 7 contains 2295 members 
Mstep: Class 8 contains 4161 members 
Mstep: Class 9 contains 6794 members 
Mstep: Class 11 contains 9074 members 
Mstep: Class 12 contains 8469 members 
Mstep: Class 13 contains 36003 members 
Mstep: Class 14 contains 229908 members 
Mstep: Class 15 contains 11938 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 19 contains 2177 members 
Mstep: Class 20 contains 104281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23150968.000000 Penalty: 33916.507812
Iteration 345Q: 17 clusters Score -2.315097e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 3 contains 11084 members 
Mstep: Class 4 contains 13216 members 
Mstep: Class 5 contains 3254 members 
Mstep: Class 6 contains 3083 members 
Mstep: Class 7 contains 2293 members 
Mstep: Class 8 contains 4157 members 
Mstep: Class 9 contains 6802 members 
Mstep: Class 11 contains 9073 members 
Mstep: Class 12 contains 8298 members 
Mstep: Class 13 contains 36003 members 
Mstep: Class 14 contains 230543 members 
Mstep: Class 15 contains 11968 members 
Mstep: Class 16 contains 2560 members 
Mstep: Class 19 contains 2178 members 
Mstep: Class 20 contains 103706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23150982.000000 Penalty: 33916.507812
Iteration 346Q: 17 clusters Score -2.315098e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 3 contains 11093 members 
Mstep: Class 4 contains 13292 members 
Mstep: Class 5 contains 3250 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 2295 members 
Mstep: Class 8 contains 4155 members 
Mstep: Class 9 contains 6807 members 
Mstep: Class 11 contains 9067 members 
Mstep: Class 12 contains 8129 members 
Mstep: Class 13 contains 36000 members 
Mstep: Class 14 contains 231165 members 
Mstep: Class 15 contains 11993 members 
Mstep: Class 16 contains 2566 members 
Mstep: Class 19 contains 2178 members 
Mstep: Class 20 contains 103154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23150982.000000 Penalty: 33916.507812
Iteration 347Q: 17 clusters Score -2.315098e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 3 contains 11103 members 
Mstep: Class 4 contains 13360 members 
Mstep: Class 5 contains 3247 members 
Mstep: Class 6 contains 3058 members 
Mstep: Class 7 contains 2298 members 
Mstep: Class 8 contains 4156 members 
Mstep: Class 9 contains 6814 members 
Mstep: Class 11 contains 9056 members 
Mstep: Class 12 contains 7974 members 
Mstep: Class 13 contains 35993 members 
Mstep: Class 14 contains 231777 members 
Mstep: Class 15 contains 12026 members 
Mstep: Class 16 contains 2576 members 
Mstep: Class 19 contains 2177 members 
Mstep: Class 20 contains 102595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23151080.000000 Penalty: 33916.507812
Iteration 348Q: 17 clusters Score -2.315108e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 3 contains 11120 members 
Mstep: Class 4 contains 13440 members 
Mstep: Class 5 contains 3246 members 
Mstep: Class 6 contains 3049 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 4154 members 
Mstep: Class 9 contains 6820 members 
Mstep: Class 11 contains 9046 members 
Mstep: Class 12 contains 7812 members 
Mstep: Class 13 contains 35991 members 
Mstep: Class 14 contains 232381 members 
Mstep: Class 15 contains 12054 members 
Mstep: Class 16 contains 2577 members 
Mstep: Class 19 contains 2175 members 
Mstep: Class 20 contains 102043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23151112.000000 Penalty: 33916.507812
Iteration 349Q: 17 clusters Score -2.315111e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 3 contains 11132 members 
Mstep: Class 4 contains 13508 members 
Mstep: Class 5 contains 3246 members 
Mstep: Class 6 contains 3045 members 
Mstep: Class 7 contains 2298 members 
Mstep: Class 8 contains 4152 members 
Mstep: Class 9 contains 6825 members 
Mstep: Class 11 contains 9038 members 
Mstep: Class 12 contains 7642 members 
Mstep: Class 13 contains 35984 members 
Mstep: Class 14 contains 233028 members 
Mstep: Class 15 contains 12092 members 
Mstep: Class 16 contains 2577 members 
Mstep: Class 19 contains 2176 members 
Mstep: Class 20 contains 101463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23151138.000000 Penalty: 33916.507812
Iteration 350Q: 17 clusters Score -2.315114e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 3 contains 11144 members 
Mstep: Class 4 contains 13586 members 
Mstep: Class 5 contains 3246 members 
Mstep: Class 6 contains 3039 members 
Mstep: Class 7 contains 2298 members 
Mstep: Class 8 contains 4150 members 
Mstep: Class 9 contains 6830 members 
Mstep: Class 11 contains 9033 members 
Mstep: Class 12 contains 7486 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 233666 members 
Mstep: Class 15 contains 12131 members 
Mstep: Class 16 contains 2577 members 
Mstep: Class 19 contains 2176 members 
Mstep: Class 20 contains 100870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23151208.000000 Penalty: 33916.507812
Iteration 351Q: 17 clusters Score -2.315121e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 3 contains 11156 members 
Mstep: Class 4 contains 13641 members 
Mstep: Class 5 contains 3243 members 
Mstep: Class 6 contains 3027 members 
Mstep: Class 7 contains 2302 members 
Mstep: Class 8 contains 4152 members 
Mstep: Class 9 contains 6837 members 
Mstep: Class 11 contains 9025 members 
Mstep: Class 12 contains 7338 members 
Mstep: Class 13 contains 35971 members 
Mstep: Class 14 contains 234314 members 
Mstep: Class 15 contains 12178 members 
Mstep: Class 16 contains 2580 members 
Mstep: Class 19 contains 2177 members 
Mstep: Class 20 contains 100265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23151340.000000 Penalty: 33916.507812
Iteration 352Q: 17 clusters Score -2.315134e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 3 contains 11175 members 
Mstep: Class 4 contains 13719 members 
Mstep: Class 5 contains 3240 members 
Mstep: Class 6 contains 3018 members 
Mstep: Class 7 contains 2304 members 
Mstep: Class 8 contains 4146 members 
Mstep: Class 9 contains 6855 members 
Mstep: Class 11 contains 9021 members 
Mstep: Class 12 contains 7184 members 
Mstep: Class 13 contains 35969 members 
Mstep: Class 14 contains 234991 members 
Mstep: Class 15 contains 12209 members 
Mstep: Class 16 contains 2583 members 
Mstep: Class 19 contains 2177 members 
Mstep: Class 20 contains 99615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23151404.000000 Penalty: 33916.507812
Iteration 353Q: 17 clusters Score -2.31514e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 3 contains 11196 members 
Mstep: Class 4 contains 13808 members 
Mstep: Class 5 contains 3238 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 2305 members 
Mstep: Class 8 contains 4145 members 
Mstep: Class 9 contains 6866 members 
Mstep: Class 11 contains 9019 members 
Mstep: Class 12 contains 7029 members 
Mstep: Class 13 contains 35969 members 
Mstep: Class 14 contains 235666 members 
Mstep: Class 15 contains 12229 members 
Mstep: Class 16 contains 2589 members 
Mstep: Class 19 contains 2177 members 
Mstep: Class 20 contains 98955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23151498.000000 Penalty: 33916.507812
Iteration 354Q: 17 clusters Score -2.31515e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 3 contains 11213 members 
Mstep: Class 4 contains 13905 members 
Mstep: Class 5 contains 3235 members 
Mstep: Class 6 contains 3007 members 
Mstep: Class 7 contains 2308 members 
Mstep: Class 8 contains 4143 members 
Mstep: Class 9 contains 6884 members 
Mstep: Class 11 contains 9013 members 
Mstep: Class 12 contains 6891 members 
Mstep: Class 13 contains 35970 members 
Mstep: Class 14 contains 236323 members 
Mstep: Class 15 contains 12243 members 
Mstep: Class 16 contains 2590 members 
Mstep: Class 19 contains 2179 members 
Mstep: Class 20 contains 98301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23151552.000000 Penalty: 33916.507812
Iteration 355Q: 17 clusters Score -2.315155e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 3 contains 11234 members 
Mstep: Class 4 contains 14027 members 
Mstep: Class 5 contains 3236 members 
Mstep: Class 6 contains 3003 members 
Mstep: Class 7 contains 2309 members 
Mstep: Class 8 contains 4138 members 
Mstep: Class 9 contains 6895 members 
Mstep: Class 11 contains 9007 members 
Mstep: Class 12 contains 6754 members 
Mstep: Class 13 contains 35969 members 
Mstep: Class 14 contains 236957 members 
Mstep: Class 15 contains 12281 members 
Mstep: Class 16 contains 2594 members 
Mstep: Class 19 contains 2180 members 
Mstep: Class 20 contains 97616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23151512.000000 Penalty: 33916.507812
Iteration 356Q: 17 clusters Score -2.315151e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 3 contains 11256 members 
Mstep: Class 4 contains 14151 members 
Mstep: Class 5 contains 3238 members 
Mstep: Class 6 contains 3000 members 
Mstep: Class 7 contains 2310 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6908 members 
Mstep: Class 11 contains 9006 members 
Mstep: Class 12 contains 6629 members 
Mstep: Class 13 contains 35964 members 
Mstep: Class 14 contains 237586 members 
Mstep: Class 15 contains 12311 members 
Mstep: Class 16 contains 2600 members 
Mstep: Class 19 contains 2181 members 
Mstep: Class 20 contains 96924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23151562.000000 Penalty: 33916.507812
Iteration 357Q: 17 clusters Score -2.315156e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 3 contains 11269 members 
Mstep: Class 4 contains 14269 members 
Mstep: Class 5 contains 3236 members 
Mstep: Class 6 contains 2996 members 
Mstep: Class 7 contains 2311 members 
Mstep: Class 8 contains 4131 members 
Mstep: Class 9 contains 6920 members 
Mstep: Class 11 contains 8998 members 
Mstep: Class 12 contains 6504 members 
Mstep: Class 13 contains 35958 members 
Mstep: Class 14 contains 238251 members 
Mstep: Class 15 contains 12363 members 
Mstep: Class 16 contains 2599 members 
Mstep: Class 19 contains 2182 members 
Mstep: Class 20 contains 96204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23151710.000000 Penalty: 33916.507812
Iteration 358Q: 17 clusters Score -2.315171e+07 nChanged 1117
Entering ConstructFrom: 
Score: -23151710.000000 Penalty: 33916.507812
Entering ConstructFrom: 
Trying to split cluster 1 (14500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Entering Unmasked Estep 
Score: -784453.875000 Penalty: 1557.059326
	Iteration 0F: 2 clusters Score -784453.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -774349.000000 Penalty: 3114.118652
	Iteration 0F: 3 clusters Score -774349 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -777773.250000 Penalty: 3114.118652
	Iteration 1F: 3 clusters Score -777773.2 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -778040.875000 Penalty: 3114.118652
	Iteration 2F: 3 clusters Score -778040.9 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -778272.562500 Penalty: 3114.118652
	Iteration 3Q: 3 clusters Score -778272.6 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -778493.937500 Penalty: 3114.118652
	Iteration 4Q: 3 clusters Score -778493.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -778729.125000 Penalty: 3114.118652
	Iteration 5Q: 3 clusters Score -778729.1 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -779013.125000 Penalty: 3114.118652
	Iteration 6Q: 3 clusters Score -779013.1 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -779323.000000 Penalty: 3114.118652
	Iteration 7Q: 3 clusters Score -779323 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -779709.062500 Penalty: 3114.118652
	Iteration 8Q: 3 clusters Score -779709.1 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -780154.750000 Penalty: 3114.118652
	Iteration 9Q: 3 clusters Score -780154.8 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -780622.062500 Penalty: 3114.118652
	Iteration 10Q: 3 clusters Score -780622.1 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -780988.875000 Penalty: 3114.118652
	Iteration 11Q: 3 clusters Score -780988.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -781226.625000 Penalty: 3114.118652
	Iteration 12Q: 3 clusters Score -781226.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -781346.562500 Penalty: 3114.118652
	Iteration 13Q: 3 clusters Score -781346.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -781412.312500 Penalty: 3114.118652
	Iteration 14Q: 3 clusters Score -781412.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -781454.812500 Penalty: 3114.118652
	Iteration 15Q: 3 clusters Score -781454.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -781485.125000 Penalty: 3114.118652
	Iteration 16Q: 3 clusters Score -781485.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -781505.562500 Penalty: 3114.118652
	Iteration 17Q: 3 clusters Score -781505.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -781519.875000 Penalty: 3114.118652
	Iteration 18Q: 3 clusters Score -781519.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -781536.187500 Penalty: 3114.118652
	Iteration 19Q: 3 clusters Score -781536.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -781548.250000 Penalty: 3114.118652
	Iteration 20F: 3 clusters Score -781548.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -781562.875000 Penalty: 3114.118652
	Iteration 21Q: 3 clusters Score -781562.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -781578.562500 Penalty: 3114.118652
	Iteration 22Q: 3 clusters Score -781578.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -781590.437500 Penalty: 3114.118652
	Iteration 23Q: 3 clusters Score -781590.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -781601.500000 Penalty: 3114.118652
	Iteration 24Q: 3 clusters Score -781601.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -781620.562500 Penalty: 3114.118652
	Iteration 25Q: 3 clusters Score -781620.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -781634.875000 Penalty: 3114.118652
	Iteration 26Q: 3 clusters Score -781634.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -781655.562500 Penalty: 3114.118652
	Iteration 27Q: 3 clusters Score -781655.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -781680.937500 Penalty: 3114.118652
	Iteration 28Q: 3 clusters Score -781680.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -781709.500000 Penalty: 3114.118652
	Iteration 29Q: 3 clusters Score -781709.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -781733.062500 Penalty: 3114.118652
	Iteration 30Q: 3 clusters Score -781733.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -781759.687500 Penalty: 3114.118652
	Iteration 31Q: 3 clusters Score -781759.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -781785.125000 Penalty: 3114.118652
	Iteration 32Q: 3 clusters Score -781785.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -781802.000000 Penalty: 3114.118652
	Iteration 33Q: 3 clusters Score -781802 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -781821.000000 Penalty: 3114.118652
	Iteration 34Q: 3 clusters Score -781821 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -781843.625000 Penalty: 3114.118652
	Iteration 35Q: 3 clusters Score -781843.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -781868.750000 Penalty: 3114.118652
	Iteration 36Q: 3 clusters Score -781868.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -781897.312500 Penalty: 3114.118652
	Iteration 37Q: 3 clusters Score -781897.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -781930.125000 Penalty: 3114.118652
	Iteration 38Q: 3 clusters Score -781930.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -781957.812500 Penalty: 3114.118652
	Iteration 39Q: 3 clusters Score -781957.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -781986.187500 Penalty: 3114.118652
	Iteration 40F: 3 clusters Score -781986.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -782011.750000 Penalty: 3114.118652
	Iteration 41Q: 3 clusters Score -782011.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -782033.625000 Penalty: 3114.118652
	Iteration 42Q: 3 clusters Score -782033.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -782055.250000 Penalty: 3114.118652
	Iteration 43Q: 3 clusters Score -782055.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -782067.812500 Penalty: 3114.118652
	Iteration 44Q: 3 clusters Score -782067.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -782082.750000 Penalty: 3114.118652
	Iteration 45Q: 3 clusters Score -782082.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -782095.250000 Penalty: 3114.118652
	Iteration 46Q: 3 clusters Score -782095.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -782107.062500 Penalty: 3114.118652
	Iteration 47Q: 3 clusters Score -782107.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -782124.000000 Penalty: 3114.118652
	Iteration 48Q: 3 clusters Score -782124 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -782137.437500 Penalty: 3114.118652
	Iteration 49Q: 3 clusters Score -782137.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -782158.937500 Penalty: 3114.118652
	Iteration 50Q: 3 clusters Score -782158.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -782174.500000 Penalty: 3114.118652
	Iteration 51Q: 3 clusters Score -782174.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -782193.750000 Penalty: 3114.118652
	Iteration 52Q: 3 clusters Score -782193.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -782215.812500 Penalty: 3114.118652
	Iteration 53Q: 3 clusters Score -782215.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -782233.937500 Penalty: 3114.118652
	Iteration 54Q: 3 clusters Score -782233.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -782243.625000 Penalty: 3114.118652
	Iteration 55Q: 3 clusters Score -782243.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -782257.687500 Penalty: 3114.118652
	Iteration 56Q: 3 clusters Score -782257.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -782274.937500 Penalty: 3114.118652
	Iteration 57Q: 3 clusters Score -782274.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -782288.562500 Penalty: 3114.118652
	Iteration 58Q: 3 clusters Score -782288.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -782298.937500 Penalty: 3114.118652
	Iteration 59Q: 3 clusters Score -782298.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -782308.375000 Penalty: 3114.118652
	Iteration 60F: 3 clusters Score -782308.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -782319.062500 Penalty: 3114.118652
	Iteration 61Q: 3 clusters Score -782319.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -782329.937500 Penalty: 3114.118652
	Iteration 62Q: 3 clusters Score -782329.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -782350.000000 Penalty: 3114.118652
	Iteration 63Q: 3 clusters Score -782350 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -782367.187500 Penalty: 3114.118652
	Iteration 64Q: 3 clusters Score -782367.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -782378.375000 Penalty: 3114.118652
	Iteration 65Q: 3 clusters Score -782378.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -782396.437500 Penalty: 3114.118652
	Iteration 66Q: 3 clusters Score -782396.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -782415.125000 Penalty: 3114.118652
	Iteration 67Q: 3 clusters Score -782415.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -782443.000000 Penalty: 3114.118652
	Iteration 68Q: 3 clusters Score -782443 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -782463.062500 Penalty: 3114.118652
	Iteration 69Q: 3 clusters Score -782463.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -782485.812500 Penalty: 3114.118652
	Iteration 70Q: 3 clusters Score -782485.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -782499.937500 Penalty: 3114.118652
	Iteration 71Q: 3 clusters Score -782499.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -782519.937500 Penalty: 3114.118652
	Iteration 72Q: 3 clusters Score -782519.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -782542.500000 Penalty: 3114.118652
	Iteration 73Q: 3 clusters Score -782542.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -782566.750000 Penalty: 3114.118652
	Iteration 74Q: 3 clusters Score -782566.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -782585.500000 Penalty: 3114.118652
	Iteration 75Q: 3 clusters Score -782585.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -782607.187500 Penalty: 3114.118652
	Iteration 76Q: 3 clusters Score -782607.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -782623.875000 Penalty: 3114.118652
	Iteration 77Q: 3 clusters Score -782623.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -782638.562500 Penalty: 3114.118652
	Iteration 78Q: 3 clusters Score -782638.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -782658.937500 Penalty: 3114.118652
	Iteration 79Q: 3 clusters Score -782658.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -782685.875000 Penalty: 3114.118652
	Iteration 80F: 3 clusters Score -782685.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -782702.875000 Penalty: 3114.118652
	Iteration 81Q: 3 clusters Score -782702.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -782721.812500 Penalty: 3114.118652
	Iteration 82Q: 3 clusters Score -782721.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -782749.375000 Penalty: 3114.118652
	Iteration 83Q: 3 clusters Score -782749.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -782782.812500 Penalty: 3114.118652
	Iteration 84Q: 3 clusters Score -782782.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -782811.937500 Penalty: 3114.118652
	Iteration 85Q: 3 clusters Score -782811.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -782833.625000 Penalty: 3114.118652
	Iteration 86Q: 3 clusters Score -782833.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -782854.875000 Penalty: 3114.118652
	Iteration 87Q: 3 clusters Score -782854.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -782882.000000 Penalty: 3114.118652
	Iteration 88Q: 3 clusters Score -782882 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -782903.937500 Penalty: 3114.118652
	Iteration 89Q: 3 clusters Score -782903.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -782928.125000 Penalty: 3114.118652
	Iteration 90Q: 3 clusters Score -782928.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -782956.625000 Penalty: 3114.118652
	Iteration 91Q: 3 clusters Score -782956.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -782986.937500 Penalty: 3114.118652
	Iteration 92Q: 3 clusters Score -782986.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -783012.500000 Penalty: 3114.118652
	Iteration 93Q: 3 clusters Score -783012.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -783038.937500 Penalty: 3114.118652
	Iteration 94Q: 3 clusters Score -783038.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -783059.687500 Penalty: 3114.118652
	Iteration 95Q: 3 clusters Score -783059.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -783075.250000 Penalty: 3114.118652
	Iteration 96Q: 3 clusters Score -783075.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -783096.750000 Penalty: 3114.118652
	Iteration 97Q: 3 clusters Score -783096.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -783107.937500 Penalty: 3114.118652
	Iteration 98Q: 3 clusters Score -783107.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -783121.687500 Penalty: 3114.118652
	Iteration 99Q: 3 clusters Score -783121.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -783131.937500 Penalty: 3114.118652
	Iteration 100F: 3 clusters Score -783131.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -783140.000000 Penalty: 3114.118652
	Iteration 101Q: 3 clusters Score -783140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -783150.437500 Penalty: 3114.118652
	Iteration 102Q: 3 clusters Score -783150.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -783157.000000 Penalty: 3114.118652
	Iteration 103Q: 3 clusters Score -783157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -783161.625000 Penalty: 3114.118652
	Iteration 104Q: 3 clusters Score -783161.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -783165.375000 Penalty: 3114.118652
	Iteration 105Q: 3 clusters Score -783165.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -783166.812500 Penalty: 3114.118652
	Iteration 106Q: 3 clusters Score -783166.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -783167.437500 Penalty: 3114.118652
	Iteration 107Q: 3 clusters Score -783167.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -783169.562500 Penalty: 3114.118652
	Iteration 108Q: 3 clusters Score -783169.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -783170.250000 Penalty: 3114.118652
	Iteration 109Q: 3 clusters Score -783170.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -783170.000000 Penalty: 3114.118652
	Iteration 110Q: 3 clusters Score -783170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -783171.625000 Penalty: 3114.118652
	Iteration 111Q: 3 clusters Score -783171.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -783171.625000 Penalty: 3114.118652
	Iteration 112F: 3 clusters Score -783171.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -554471.125000 Penalty: 1516.296021
	Iteration 0F: 2 clusters Score -554471.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -546449.250000 Penalty: 3032.592041
	Iteration 0F: 3 clusters Score -546449.2 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -549651.312500 Penalty: 3032.592041
	Iteration 1F: 3 clusters Score -549651.3 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -550633.250000 Penalty: 3032.592041
	Iteration 2F: 3 clusters Score -550633.2 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -551811.875000 Penalty: 3032.592041
	Iteration 3F: 3 clusters Score -551811.9 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -552892.437500 Penalty: 3032.592041
	Iteration 4F: 3 clusters Score -552892.4 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -553686.187500 Penalty: 3032.592041
	Iteration 5F: 3 clusters Score -553686.2 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -554231.687500 Penalty: 3032.592041
	Iteration 6F: 3 clusters Score -554231.7 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -554542.562500 Penalty: 3032.592041
	Iteration 7Q: 3 clusters Score -554542.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -554701.125000 Penalty: 3032.592041
	Iteration 8Q: 3 clusters Score -554701.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -554792.125000 Penalty: 3032.592041
	Iteration 9Q: 3 clusters Score -554792.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -554858.062500 Penalty: 3032.592041
	Iteration 10Q: 3 clusters Score -554858.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -554912.937500 Penalty: 3032.592041
	Iteration 11Q: 3 clusters Score -554912.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -554950.062500 Penalty: 3032.592041
	Iteration 12Q: 3 clusters Score -554950.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -554988.937500 Penalty: 3032.592041
	Iteration 13Q: 3 clusters Score -554988.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -555026.000000 Penalty: 3032.592041
	Iteration 14Q: 3 clusters Score -555026 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -555055.562500 Penalty: 3032.592041
	Iteration 15Q: 3 clusters Score -555055.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -555078.250000 Penalty: 3032.592041
	Iteration 16Q: 3 clusters Score -555078.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -555096.437500 Penalty: 3032.592041
	Iteration 17Q: 3 clusters Score -555096.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -555113.750000 Penalty: 3032.592041
	Iteration 18Q: 3 clusters Score -555113.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -555125.812500 Penalty: 3032.592041
	Iteration 19Q: 3 clusters Score -555125.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -555134.687500 Penalty: 3032.592041
	Iteration 20F: 3 clusters Score -555134.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -555140.937500 Penalty: 3032.592041
	Iteration 21Q: 3 clusters Score -555140.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -555150.000000 Penalty: 3032.592041
	Iteration 22Q: 3 clusters Score -555150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -555157.750000 Penalty: 3032.592041
	Iteration 23Q: 3 clusters Score -555157.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -555162.687500 Penalty: 3032.592041
	Iteration 24Q: 3 clusters Score -555162.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -555165.500000 Penalty: 3032.592041
	Iteration 25Q: 3 clusters Score -555165.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -555168.437500 Penalty: 3032.592041
	Iteration 26Q: 3 clusters Score -555168.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -555168.750000 Penalty: 3032.592041
	Iteration 27Q: 3 clusters Score -555168.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -555171.062500 Penalty: 3032.592041
	Iteration 28Q: 3 clusters Score -555171.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -555170.875000 Penalty: 3032.592041
	Iteration 29Q: 3 clusters Score -555170.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -555174.875000 Penalty: 3032.592041
	Iteration 30Q: 3 clusters Score -555174.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -555175.312500 Penalty: 3032.592041
	Iteration 31Q: 3 clusters Score -555175.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -555175.625000 Penalty: 3032.592041
	Iteration 32Q: 3 clusters Score -555175.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -555176.250000 Penalty: 3032.592041
	Iteration 33Q: 3 clusters Score -555176.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -555177.437500 Penalty: 3032.592041
	Iteration 34Q: 3 clusters Score -555177.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -555176.125000 Penalty: 3032.592041
	Iteration 35Q: 3 clusters Score -555176.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -555177.312500 Penalty: 3032.592041
	Iteration 36Q: 3 clusters Score -555177.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -555177.437500 Penalty: 3032.592041
	Iteration 37Q: 3 clusters Score -555177.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -555177.437500 Penalty: 3032.592041
	Iteration 38F: 3 clusters Score -555177.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 1225 members 
Mstep: Class 3 contains 10058 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 3234 members 
Mstep: Class 6 contains 2992 members 
Mstep: Class 7 contains 2311 members 
Mstep: Class 8 contains 4128 members 
Mstep: Class 9 contains 6929 members 
Mstep: Class 11 contains 8992 members 
Mstep: Class 12 contains 6393 members 
Mstep: Class 13 contains 35946 members 
Mstep: Class 14 contains 238918 members 
Mstep: Class 15 contains 12415 members 
Mstep: Class 16 contains 2603 members 
Mstep: Class 19 contains 2182 members 
Mstep: Class 20 contains 95462 members 
Entering Unmasked Estep 
Score: -23151692.000000 Penalty: 36036.289062
Splitting cluster 3 changes total score from -23151710.000000 to -23151692.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (14400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Entering Unmasked Estep 
Score: -784200.937500 Penalty: 1555.934814
	Iteration 0F: 2 clusters Score -784200.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -774222.562500 Penalty: 3111.869629
	Iteration 0F: 3 clusters Score -774222.6 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -777590.875000 Penalty: 3111.869629
	Iteration 1F: 3 clusters Score -777590.9 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -777946.125000 Penalty: 3111.869629
	Iteration 2F: 3 clusters Score -777946.1 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -778273.625000 Penalty: 3111.869629
	Iteration 3F: 3 clusters Score -778273.6 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -778602.500000 Penalty: 3111.869629
	Iteration 4Q: 3 clusters Score -778602.5 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -778987.937500 Penalty: 3111.869629
	Iteration 5Q: 3 clusters Score -778987.9 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -779426.750000 Penalty: 3111.869629
	Iteration 6F: 3 clusters Score -779426.8 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -779950.062500 Penalty: 3111.869629
	Iteration 7F: 3 clusters Score -779950.1 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -780551.375000 Penalty: 3111.869629
	Iteration 8F: 3 clusters Score -780551.4 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -781154.250000 Penalty: 3111.869629
	Iteration 9F: 3 clusters Score -781154.2 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -781675.375000 Penalty: 3111.869629
	Iteration 10Q: 3 clusters Score -781675.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -782054.562500 Penalty: 3111.869629
	Iteration 11Q: 3 clusters Score -782054.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -782332.312500 Penalty: 3111.869629
	Iteration 12Q: 3 clusters Score -782332.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -782517.750000 Penalty: 3111.869629
	Iteration 13Q: 3 clusters Score -782517.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -782619.625000 Penalty: 3111.869629
	Iteration 14Q: 3 clusters Score -782619.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -782707.187500 Penalty: 3111.869629
	Iteration 15Q: 3 clusters Score -782707.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -782781.187500 Penalty: 3111.869629
	Iteration 16Q: 3 clusters Score -782781.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -782816.812500 Penalty: 3111.869629
	Iteration 17Q: 3 clusters Score -782816.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -782834.437500 Penalty: 3111.869629
	Iteration 18Q: 3 clusters Score -782834.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -782854.312500 Penalty: 3111.869629
	Iteration 19Q: 3 clusters Score -782854.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -782866.187500 Penalty: 3111.869629
	Iteration 20F: 3 clusters Score -782866.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -782871.875000 Penalty: 3111.869629
	Iteration 21Q: 3 clusters Score -782871.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -782877.687500 Penalty: 3111.869629
	Iteration 22Q: 3 clusters Score -782877.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -782881.187500 Penalty: 3111.869629
	Iteration 23Q: 3 clusters Score -782881.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -782881.375000 Penalty: 3111.869629
	Iteration 24Q: 3 clusters Score -782881.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -782881.375000 Penalty: 3111.869629
	Iteration 25F: 3 clusters Score -782881.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Entering Unmasked Estep 
Score: -168825.671875 Penalty: 1313.239746
	Iteration 0F: 2 clusters Score -168825.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -165942.109375 Penalty: 2626.479492
	Iteration 0F: 3 clusters Score -165942.1 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -166646.859375 Penalty: 2626.479492
	Iteration 1F: 3 clusters Score -166646.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -166786.265625 Penalty: 2626.479492
	Iteration 2F: 3 clusters Score -166786.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -166862.078125 Penalty: 2626.479492
	Iteration 3Q: 3 clusters Score -166862.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -166908.171875 Penalty: 2626.479492
	Iteration 4Q: 3 clusters Score -166908.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -166947.734375 Penalty: 2626.479492
	Iteration 5Q: 3 clusters Score -166947.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -166983.843750 Penalty: 2626.479492
	Iteration 6Q: 3 clusters Score -166983.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -167014.937500 Penalty: 2626.479492
	Iteration 7Q: 3 clusters Score -167014.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -167036.015625 Penalty: 2626.479492
	Iteration 8Q: 3 clusters Score -167036 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -167056.406250 Penalty: 2626.479492
	Iteration 9Q: 3 clusters Score -167056.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -167073.140625 Penalty: 2626.479492
	Iteration 10Q: 3 clusters Score -167073.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -167092.109375 Penalty: 2626.479492
	Iteration 11Q: 3 clusters Score -167092.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -167111.125000 Penalty: 2626.479492
	Iteration 12Q: 3 clusters Score -167111.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -167127.328125 Penalty: 2626.479492
	Iteration 13Q: 3 clusters Score -167127.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -167144.593750 Penalty: 2626.479492
	Iteration 14Q: 3 clusters Score -167144.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -167162.640625 Penalty: 2626.479492
	Iteration 15Q: 3 clusters Score -167162.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -167181.203125 Penalty: 2626.479492
	Iteration 16Q: 3 clusters Score -167181.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -167202.062500 Penalty: 2626.479492
	Iteration 17Q: 3 clusters Score -167202.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -167221.031250 Penalty: 2626.479492
	Iteration 18Q: 3 clusters Score -167221 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -167245.250000 Penalty: 2626.479492
	Iteration 19Q: 3 clusters Score -167245.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -167275.203125 Penalty: 2626.479492
	Iteration 20F: 3 clusters Score -167275.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -167303.296875 Penalty: 2626.479492
	Iteration 21Q: 3 clusters Score -167303.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -167334.296875 Penalty: 2626.479492
	Iteration 22Q: 3 clusters Score -167334.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -167362.718750 Penalty: 2626.479492
	Iteration 23Q: 3 clusters Score -167362.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -167381.843750 Penalty: 2626.479492
	Iteration 24Q: 3 clusters Score -167381.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -167405.859375 Penalty: 2626.479492
	Iteration 25Q: 3 clusters Score -167405.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -167433.687500 Penalty: 2626.479492
	Iteration 26Q: 3 clusters Score -167433.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -167456.921875 Penalty: 2626.479492
	Iteration 27Q: 3 clusters Score -167456.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -167488.343750 Penalty: 2626.479492
	Iteration 28Q: 3 clusters Score -167488.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -167519.062500 Penalty: 2626.479492
	Iteration 29Q: 3 clusters Score -167519.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -167545.500000 Penalty: 2626.479492
	Iteration 30Q: 3 clusters Score -167545.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -167569.093750 Penalty: 2626.479492
	Iteration 31Q: 3 clusters Score -167569.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -167600.375000 Penalty: 2626.479492
	Iteration 32Q: 3 clusters Score -167600.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -167616.625000 Penalty: 2626.479492
	Iteration 33Q: 3 clusters Score -167616.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -167623.125000 Penalty: 2626.479492
	Iteration 34Q: 3 clusters Score -167623.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -167626.203125 Penalty: 2626.479492
	Iteration 35Q: 3 clusters Score -167626.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -167629.640625 Penalty: 2626.479492
	Iteration 36Q: 3 clusters Score -167629.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -167633.093750 Penalty: 2626.479492
	Iteration 37Q: 3 clusters Score -167633.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -167637.078125 Penalty: 2626.479492
	Iteration 38Q: 3 clusters Score -167637.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -167641.906250 Penalty: 2626.479492
	Iteration 39Q: 3 clusters Score -167641.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -167646.640625 Penalty: 2626.479492
	Iteration 40F: 3 clusters Score -167646.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -167652.656250 Penalty: 2626.479492
	Iteration 41Q: 3 clusters Score -167652.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -167661.171875 Penalty: 2626.479492
	Iteration 42Q: 3 clusters Score -167661.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -167666.562500 Penalty: 2626.479492
	Iteration 43Q: 3 clusters Score -167666.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -167669.703125 Penalty: 2626.479492
	Iteration 44Q: 3 clusters Score -167669.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -167671.375000 Penalty: 2626.479492
	Iteration 45Q: 3 clusters Score -167671.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -167672.093750 Penalty: 2626.479492
	Iteration 46Q: 3 clusters Score -167672.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -167672.093750 Penalty: 2626.479492
	Iteration 47F: 3 clusters Score -167672.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Entering Unmasked Estep 
Score: -161453.937500 Penalty: 1300.600830
	Iteration 0F: 2 clusters Score -161453.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -158703.828125 Penalty: 2601.201660
	Iteration 0F: 3 clusters Score -158703.8 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -159337.296875 Penalty: 2601.201660
	Iteration 1F: 3 clusters Score -159337.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -159481.515625 Penalty: 2601.201660
	Iteration 2F: 3 clusters Score -159481.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -159570.796875 Penalty: 2601.201660
	Iteration 3F: 3 clusters Score -159570.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -159640.453125 Penalty: 2601.201660
	Iteration 4Q: 3 clusters Score -159640.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -159691.312500 Penalty: 2601.201660
	Iteration 5Q: 3 clusters Score -159691.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -159739.640625 Penalty: 2601.201660
	Iteration 6Q: 3 clusters Score -159739.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -159787.109375 Penalty: 2601.201660
	Iteration 7Q: 3 clusters Score -159787.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -159835.453125 Penalty: 2601.201660
	Iteration 8Q: 3 clusters Score -159835.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -159869.953125 Penalty: 2601.201660
	Iteration 9Q: 3 clusters Score -159870 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -159889.812500 Penalty: 2601.201660
	Iteration 10Q: 3 clusters Score -159889.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -159906.468750 Penalty: 2601.201660
	Iteration 11Q: 3 clusters Score -159906.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -159921.968750 Penalty: 2601.201660
	Iteration 12Q: 3 clusters Score -159922 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -159941.265625 Penalty: 2601.201660
	Iteration 13Q: 3 clusters Score -159941.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -159967.109375 Penalty: 2601.201660
	Iteration 14Q: 3 clusters Score -159967.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -159995.890625 Penalty: 2601.201660
	Iteration 15Q: 3 clusters Score -159995.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -160029.671875 Penalty: 2601.201660
	Iteration 16Q: 3 clusters Score -160029.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -160056.734375 Penalty: 2601.201660
	Iteration 17Q: 3 clusters Score -160056.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -160078.296875 Penalty: 2601.201660
	Iteration 18Q: 3 clusters Score -160078.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -160096.437500 Penalty: 2601.201660
	Iteration 19Q: 3 clusters Score -160096.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -160109.250000 Penalty: 2601.201660
	Iteration 20F: 3 clusters Score -160109.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -160126.843750 Penalty: 2601.201660
	Iteration 21Q: 3 clusters Score -160126.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -160139.000000 Penalty: 2601.201660
	Iteration 22Q: 3 clusters Score -160139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -160146.546875 Penalty: 2601.201660
	Iteration 23Q: 3 clusters Score -160146.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -160149.609375 Penalty: 2601.201660
	Iteration 24Q: 3 clusters Score -160149.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -160152.515625 Penalty: 2601.201660
	Iteration 25Q: 3 clusters Score -160152.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -160159.265625 Penalty: 2601.201660
	Iteration 26Q: 3 clusters Score -160159.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -160165.390625 Penalty: 2601.201660
	Iteration 27Q: 3 clusters Score -160165.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -160173.500000 Penalty: 2601.201660
	Iteration 28Q: 3 clusters Score -160173.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -160184.390625 Penalty: 2601.201660
	Iteration 29Q: 3 clusters Score -160184.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -160193.406250 Penalty: 2601.201660
	Iteration 30Q: 3 clusters Score -160193.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -160200.812500 Penalty: 2601.201660
	Iteration 31Q: 3 clusters Score -160200.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -160208.281250 Penalty: 2601.201660
	Iteration 32Q: 3 clusters Score -160208.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -160213.218750 Penalty: 2601.201660
	Iteration 33Q: 3 clusters Score -160213.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -160218.078125 Penalty: 2601.201660
	Iteration 34Q: 3 clusters Score -160218.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -160223.734375 Penalty: 2601.201660
	Iteration 35Q: 3 clusters Score -160223.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -160230.656250 Penalty: 2601.201660
	Iteration 36Q: 3 clusters Score -160230.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -160236.359375 Penalty: 2601.201660
	Iteration 37Q: 3 clusters Score -160236.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -160238.234375 Penalty: 2601.201660
	Iteration 38Q: 3 clusters Score -160238.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -160240.203125 Penalty: 2601.201660
	Iteration 39Q: 3 clusters Score -160240.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -160242.843750 Penalty: 2601.201660
	Iteration 40F: 3 clusters Score -160242.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -160245.015625 Penalty: 2601.201660
	Iteration 41Q: 3 clusters Score -160245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -160248.609375 Penalty: 2601.201660
	Iteration 42Q: 3 clusters Score -160248.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -160253.562500 Penalty: 2601.201660
	Iteration 43Q: 3 clusters Score -160253.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -160258.671875 Penalty: 2601.201660
	Iteration 44Q: 3 clusters Score -160258.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -160262.968750 Penalty: 2601.201660
	Iteration 45Q: 3 clusters Score -160263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -160267.703125 Penalty: 2601.201660
	Iteration 46Q: 3 clusters Score -160267.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -160269.765625 Penalty: 2601.201660
	Iteration 47Q: 3 clusters Score -160269.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -160272.296875 Penalty: 2601.201660
	Iteration 48Q: 3 clusters Score -160272.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -160273.062500 Penalty: 2601.201660
	Iteration 49Q: 3 clusters Score -160273.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -160273.531250 Penalty: 2601.201660
	Iteration 50Q: 3 clusters Score -160273.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -160273.531250 Penalty: 2601.201660
	Iteration 51F: 3 clusters Score -160273.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Entering Unmasked Estep 
Score: -108517.914062 Penalty: 1258.633301
	Iteration 0F: 2 clusters Score -108517.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -106192.101562 Penalty: 2517.266602
	Iteration 0F: 3 clusters Score -106192.1 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -106700.695312 Penalty: 2517.266602
	Iteration 1F: 3 clusters Score -106700.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -106838.281250 Penalty: 2517.266602
	Iteration 2F: 3 clusters Score -106838.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -106903.179688 Penalty: 2517.266602
	Iteration 3Q: 3 clusters Score -106903.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -106949.890625 Penalty: 2517.266602
	Iteration 4Q: 3 clusters Score -106949.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -106991.921875 Penalty: 2517.266602
	Iteration 5Q: 3 clusters Score -106991.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -107043.406250 Penalty: 2517.266602
	Iteration 6Q: 3 clusters Score -107043.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -107083.109375 Penalty: 2517.266602
	Iteration 7Q: 3 clusters Score -107083.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -107122.234375 Penalty: 2517.266602
	Iteration 8Q: 3 clusters Score -107122.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -107154.523438 Penalty: 2517.266602
	Iteration 9Q: 3 clusters Score -107154.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -107189.742188 Penalty: 2517.266602
	Iteration 10Q: 3 clusters Score -107189.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -107214.156250 Penalty: 2517.266602
	Iteration 11Q: 3 clusters Score -107214.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -107236.054688 Penalty: 2517.266602
	Iteration 12Q: 3 clusters Score -107236.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -107261.250000 Penalty: 2517.266602
	Iteration 13Q: 3 clusters Score -107261.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -107283.289062 Penalty: 2517.266602
	Iteration 14Q: 3 clusters Score -107283.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -107300.421875 Penalty: 2517.266602
	Iteration 15Q: 3 clusters Score -107300.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -107320.421875 Penalty: 2517.266602
	Iteration 16Q: 3 clusters Score -107320.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -107339.000000 Penalty: 2517.266602
	Iteration 17Q: 3 clusters Score -107339 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -107351.882812 Penalty: 2517.266602
	Iteration 18Q: 3 clusters Score -107351.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -107364.664062 Penalty: 2517.266602
	Iteration 19Q: 3 clusters Score -107364.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -107376.609375 Penalty: 2517.266602
	Iteration 20F: 3 clusters Score -107376.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -107381.820312 Penalty: 2517.266602
	Iteration 21Q: 3 clusters Score -107381.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -107384.750000 Penalty: 2517.266602
	Iteration 22Q: 3 clusters Score -107384.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -107388.101562 Penalty: 2517.266602
	Iteration 23Q: 3 clusters Score -107388.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -107391.289062 Penalty: 2517.266602
	Iteration 24Q: 3 clusters Score -107391.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -107396.515625 Penalty: 2517.266602
	Iteration 25Q: 3 clusters Score -107396.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -107400.476562 Penalty: 2517.266602
	Iteration 26Q: 3 clusters Score -107400.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -107403.664062 Penalty: 2517.266602
	Iteration 27Q: 3 clusters Score -107403.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -107404.539062 Penalty: 2517.266602
	Iteration 28Q: 3 clusters Score -107404.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -107404.539062 Penalty: 2517.266602
	Iteration 29Q: 3 clusters Score -107404.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -107404.539062 Penalty: 2517.266602
	Iteration 30F: 3 clusters Score -107404.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -210290.828125 Penalty: 1352.901611
	Iteration 0F: 2 clusters Score -210290.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -206876.359375 Penalty: 2705.803223
	Iteration 0F: 3 clusters Score -206876.4 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -207771.718750 Penalty: 2705.803223
	Iteration 1F: 3 clusters Score -207771.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -207942.390625 Penalty: 2705.803223
	Iteration 2F: 3 clusters Score -207942.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -208073.171875 Penalty: 2705.803223
	Iteration 3F: 3 clusters Score -208073.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -208185.234375 Penalty: 2705.803223
	Iteration 4Q: 3 clusters Score -208185.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -208301.390625 Penalty: 2705.803223
	Iteration 5Q: 3 clusters Score -208301.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -208417.406250 Penalty: 2705.803223
	Iteration 6Q: 3 clusters Score -208417.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -208536.968750 Penalty: 2705.803223
	Iteration 7Q: 3 clusters Score -208537 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -208658.515625 Penalty: 2705.803223
	Iteration 8Q: 3 clusters Score -208658.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -208829.921875 Penalty: 2705.803223
	Iteration 9Q: 3 clusters Score -208829.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -209016.734375 Penalty: 2705.803223
	Iteration 10Q: 3 clusters Score -209016.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -209194.984375 Penalty: 2705.803223
	Iteration 11Q: 3 clusters Score -209195 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -209359.765625 Penalty: 2705.803223
	Iteration 12Q: 3 clusters Score -209359.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -209524.187500 Penalty: 2705.803223
	Iteration 13Q: 3 clusters Score -209524.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -209675.031250 Penalty: 2705.803223
	Iteration 14Q: 3 clusters Score -209675 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -209789.703125 Penalty: 2705.803223
	Iteration 15Q: 3 clusters Score -209789.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -209866.593750 Penalty: 2705.803223
	Iteration 16Q: 3 clusters Score -209866.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -209915.781250 Penalty: 2705.803223
	Iteration 17Q: 3 clusters Score -209915.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -209941.875000 Penalty: 2705.803223
	Iteration 18Q: 3 clusters Score -209941.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -209961.796875 Penalty: 2705.803223
	Iteration 19Q: 3 clusters Score -209961.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -209968.125000 Penalty: 2705.803223
	Iteration 20F: 3 clusters Score -209968.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -209973.593750 Penalty: 2705.803223
	Iteration 21Q: 3 clusters Score -209973.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -209975.531250 Penalty: 2705.803223
	Iteration 22Q: 3 clusters Score -209975.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -209975.859375 Penalty: 2705.803223
	Iteration 23Q: 3 clusters Score -209975.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -209976.203125 Penalty: 2705.803223
	Iteration 24Q: 3 clusters Score -209976.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -209976.203125 Penalty: 2705.803223
	Iteration 25F: 3 clusters Score -209976.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Entering Unmasked Estep 
Score: -365789.718750 Penalty: 1437.063965
	Iteration 0F: 2 clusters Score -365789.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -360628.593750 Penalty: 2874.127930
	Iteration 0F: 3 clusters Score -360628.6 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -362131.750000 Penalty: 2874.127930
	Iteration 1F: 3 clusters Score -362131.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -362336.625000 Penalty: 2874.127930
	Iteration 2F: 3 clusters Score -362336.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -362496.375000 Penalty: 2874.127930
	Iteration 3F: 3 clusters Score -362496.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -362636.656250 Penalty: 2874.127930
	Iteration 4Q: 3 clusters Score -362636.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -362771.531250 Penalty: 2874.127930
	Iteration 5Q: 3 clusters Score -362771.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -362914.156250 Penalty: 2874.127930
	Iteration 6Q: 3 clusters Score -362914.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -363098.625000 Penalty: 2874.127930
	Iteration 7Q: 3 clusters Score -363098.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -363358.968750 Penalty: 2874.127930
	Iteration 8F: 3 clusters Score -363359 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -363611.375000 Penalty: 2874.127930
	Iteration 9Q: 3 clusters Score -363611.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -363853.062500 Penalty: 2874.127930
	Iteration 10Q: 3 clusters Score -363853.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -364059.218750 Penalty: 2874.127930
	Iteration 11Q: 3 clusters Score -364059.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -364221.843750 Penalty: 2874.127930
	Iteration 12Q: 3 clusters Score -364221.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -364341.156250 Penalty: 2874.127930
	Iteration 13Q: 3 clusters Score -364341.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -364422.312500 Penalty: 2874.127930
	Iteration 14Q: 3 clusters Score -364422.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -364483.625000 Penalty: 2874.127930
	Iteration 15Q: 3 clusters Score -364483.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -364529.156250 Penalty: 2874.127930
	Iteration 16Q: 3 clusters Score -364529.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -364561.531250 Penalty: 2874.127930
	Iteration 17Q: 3 clusters Score -364561.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -364580.750000 Penalty: 2874.127930
	Iteration 18Q: 3 clusters Score -364580.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -364592.156250 Penalty: 2874.127930
	Iteration 19Q: 3 clusters Score -364592.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -364601.343750 Penalty: 2874.127930
	Iteration 20F: 3 clusters Score -364601.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -364606.468750 Penalty: 2874.127930
	Iteration 21Q: 3 clusters Score -364606.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -364610.093750 Penalty: 2874.127930
	Iteration 22Q: 3 clusters Score -364610.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -364615.812500 Penalty: 2874.127930
	Iteration 23Q: 3 clusters Score -364615.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -364617.187500 Penalty: 2874.127930
	Iteration 24Q: 3 clusters Score -364617.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -364618.375000 Penalty: 2874.127930
	Iteration 25Q: 3 clusters Score -364618.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -364619.218750 Penalty: 2874.127930
	Iteration 26Q: 3 clusters Score -364619.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -364620.156250 Penalty: 2874.127930
	Iteration 27Q: 3 clusters Score -364620.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -364621.406250 Penalty: 2874.127930
	Iteration 28Q: 3 clusters Score -364621.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -364623.250000 Penalty: 2874.127930
	Iteration 29Q: 3 clusters Score -364623.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -364623.656250 Penalty: 2874.127930
	Iteration 30Q: 3 clusters Score -364623.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -364624.343750 Penalty: 2874.127930
	Iteration 31Q: 3 clusters Score -364624.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -364625.187500 Penalty: 2874.127930
	Iteration 32Q: 3 clusters Score -364625.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -364625.156250 Penalty: 2874.127930
	Iteration 33Q: 3 clusters Score -364625.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -364625.156250 Penalty: 2874.127930
	Iteration 34F: 3 clusters Score -364625.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Entering Unmasked Estep 
Score: -488767.531250 Penalty: 1479.414795
	Iteration 0F: 2 clusters Score -488767.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -482169.375000 Penalty: 2958.829590
	Iteration 0F: 3 clusters Score -482169.4 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -484237.593750 Penalty: 2958.829590
	Iteration 1F: 3 clusters Score -484237.6 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -484468.625000 Penalty: 2958.829590
	Iteration 2F: 3 clusters Score -484468.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -484635.437500 Penalty: 2958.829590
	Iteration 3Q: 3 clusters Score -484635.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -484790.531250 Penalty: 2958.829590
	Iteration 4Q: 3 clusters Score -484790.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -484919.937500 Penalty: 2958.829590
	Iteration 5Q: 3 clusters Score -484919.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -485057.843750 Penalty: 2958.829590
	Iteration 6Q: 3 clusters Score -485057.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -485238.125000 Penalty: 2958.829590
	Iteration 7Q: 3 clusters Score -485238.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -485458.656250 Penalty: 2958.829590
	Iteration 8Q: 3 clusters Score -485458.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -485702.562500 Penalty: 2958.829590
	Iteration 9Q: 3 clusters Score -485702.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -485951.156250 Penalty: 2958.829590
	Iteration 10Q: 3 clusters Score -485951.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -486140.281250 Penalty: 2958.829590
	Iteration 11Q: 3 clusters Score -486140.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -486279.687500 Penalty: 2958.829590
	Iteration 12Q: 3 clusters Score -486279.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -486360.125000 Penalty: 2958.829590
	Iteration 13Q: 3 clusters Score -486360.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -486404.718750 Penalty: 2958.829590
	Iteration 14Q: 3 clusters Score -486404.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -486440.625000 Penalty: 2958.829590
	Iteration 15Q: 3 clusters Score -486440.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -486457.656250 Penalty: 2958.829590
	Iteration 16Q: 3 clusters Score -486457.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -486470.312500 Penalty: 2958.829590
	Iteration 17Q: 3 clusters Score -486470.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -486476.156250 Penalty: 2958.829590
	Iteration 18Q: 3 clusters Score -486476.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -486484.906250 Penalty: 2958.829590
	Iteration 19Q: 3 clusters Score -486484.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -486493.468750 Penalty: 2958.829590
	Iteration 20F: 3 clusters Score -486493.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -486502.218750 Penalty: 2958.829590
	Iteration 21Q: 3 clusters Score -486502.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -486513.187500 Penalty: 2958.829590
	Iteration 22Q: 3 clusters Score -486513.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -486520.937500 Penalty: 2958.829590
	Iteration 23Q: 3 clusters Score -486520.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -486532.093750 Penalty: 2958.829590
	Iteration 24Q: 3 clusters Score -486532.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -486543.781250 Penalty: 2958.829590
	Iteration 25Q: 3 clusters Score -486543.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -486554.375000 Penalty: 2958.829590
	Iteration 26Q: 3 clusters Score -486554.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -486566.250000 Penalty: 2958.829590
	Iteration 27Q: 3 clusters Score -486566.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -486576.187500 Penalty: 2958.829590
	Iteration 28Q: 3 clusters Score -486576.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -486588.531250 Penalty: 2958.829590
	Iteration 29Q: 3 clusters Score -486588.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -486600.500000 Penalty: 2958.829590
	Iteration 30Q: 3 clusters Score -486600.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -486613.718750 Penalty: 2958.829590
	Iteration 31Q: 3 clusters Score -486613.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -486628.468750 Penalty: 2958.829590
	Iteration 32Q: 3 clusters Score -486628.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -486649.875000 Penalty: 2958.829590
	Iteration 33Q: 3 clusters Score -486649.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -486671.593750 Penalty: 2958.829590
	Iteration 34Q: 3 clusters Score -486671.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -486693.406250 Penalty: 2958.829590
	Iteration 35Q: 3 clusters Score -486693.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -486715.718750 Penalty: 2958.829590
	Iteration 36Q: 3 clusters Score -486715.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -486740.968750 Penalty: 2958.829590
	Iteration 37Q: 3 clusters Score -486741 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -486763.968750 Penalty: 2958.829590
	Iteration 38Q: 3 clusters Score -486764 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -486795.593750 Penalty: 2958.829590
	Iteration 39Q: 3 clusters Score -486795.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -486816.562500 Penalty: 2958.829590
	Iteration 40F: 3 clusters Score -486816.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -486836.718750 Penalty: 2958.829590
	Iteration 41Q: 3 clusters Score -486836.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -486855.187500 Penalty: 2958.829590
	Iteration 42Q: 3 clusters Score -486855.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -486873.562500 Penalty: 2958.829590
	Iteration 43Q: 3 clusters Score -486873.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -486890.468750 Penalty: 2958.829590
	Iteration 44Q: 3 clusters Score -486890.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -486907.500000 Penalty: 2958.829590
	Iteration 45Q: 3 clusters Score -486907.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -486919.156250 Penalty: 2958.829590
	Iteration 46Q: 3 clusters Score -486919.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -486930.687500 Penalty: 2958.829590
	Iteration 47Q: 3 clusters Score -486930.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -486943.375000 Penalty: 2958.829590
	Iteration 48Q: 3 clusters Score -486943.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -486953.687500 Penalty: 2958.829590
	Iteration 49Q: 3 clusters Score -486953.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -486964.593750 Penalty: 2958.829590
	Iteration 50Q: 3 clusters Score -486964.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -486979.218750 Penalty: 2958.829590
	Iteration 51Q: 3 clusters Score -486979.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -486993.906250 Penalty: 2958.829590
	Iteration 52Q: 3 clusters Score -486993.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -487007.687500 Penalty: 2958.829590
	Iteration 53Q: 3 clusters Score -487007.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -487019.812500 Penalty: 2958.829590
	Iteration 54Q: 3 clusters Score -487019.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -487029.406250 Penalty: 2958.829590
	Iteration 55Q: 3 clusters Score -487029.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -487033.875000 Penalty: 2958.829590
	Iteration 56Q: 3 clusters Score -487033.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -487037.375000 Penalty: 2958.829590
	Iteration 57Q: 3 clusters Score -487037.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -487042.437500 Penalty: 2958.829590
	Iteration 58Q: 3 clusters Score -487042.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -487044.656250 Penalty: 2958.829590
	Iteration 59Q: 3 clusters Score -487044.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -487049.093750 Penalty: 2958.829590
	Iteration 60F: 3 clusters Score -487049.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -487053.125000 Penalty: 2958.829590
	Iteration 61Q: 3 clusters Score -487053.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -487056.906250 Penalty: 2958.829590
	Iteration 62Q: 3 clusters Score -487056.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -487061.437500 Penalty: 2958.829590
	Iteration 63Q: 3 clusters Score -487061.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -487066.656250 Penalty: 2958.829590
	Iteration 64Q: 3 clusters Score -487066.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -487069.625000 Penalty: 2958.829590
	Iteration 65Q: 3 clusters Score -487069.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -487077.031250 Penalty: 2958.829590
	Iteration 66Q: 3 clusters Score -487077 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -487080.125000 Penalty: 2958.829590
	Iteration 67Q: 3 clusters Score -487080.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -487083.375000 Penalty: 2958.829590
	Iteration 68Q: 3 clusters Score -487083.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -487088.093750 Penalty: 2958.829590
	Iteration 69Q: 3 clusters Score -487088.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -487092.562500 Penalty: 2958.829590
	Iteration 70Q: 3 clusters Score -487092.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -487097.937500 Penalty: 2958.829590
	Iteration 71Q: 3 clusters Score -487097.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -487101.750000 Penalty: 2958.829590
	Iteration 72Q: 3 clusters Score -487101.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -487107.218750 Penalty: 2958.829590
	Iteration 73Q: 3 clusters Score -487107.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -487111.375000 Penalty: 2958.829590
	Iteration 74Q: 3 clusters Score -487111.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -487114.406250 Penalty: 2958.829590
	Iteration 75Q: 3 clusters Score -487114.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -487119.187500 Penalty: 2958.829590
	Iteration 76Q: 3 clusters Score -487119.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -487124.968750 Penalty: 2958.829590
	Iteration 77Q: 3 clusters Score -487125 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -487128.406250 Penalty: 2958.829590
	Iteration 78Q: 3 clusters Score -487128.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -487131.718750 Penalty: 2958.829590
	Iteration 79Q: 3 clusters Score -487131.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -487134.687500 Penalty: 2958.829590
	Iteration 80F: 3 clusters Score -487134.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -487136.500000 Penalty: 2958.829590
	Iteration 81Q: 3 clusters Score -487136.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -487138.656250 Penalty: 2958.829590
	Iteration 82Q: 3 clusters Score -487138.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -487140.906250 Penalty: 2958.829590
	Iteration 83Q: 3 clusters Score -487140.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -487141.437500 Penalty: 2958.829590
	Iteration 84Q: 3 clusters Score -487141.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -487141.406250 Penalty: 2958.829590
	Iteration 85Q: 3 clusters Score -487141.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -487141.656250 Penalty: 2958.829590
	Iteration 86Q: 3 clusters Score -487141.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -487142.312500 Penalty: 2958.829590
	Iteration 87Q: 3 clusters Score -487142.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -487142.843750 Penalty: 2958.829590
	Iteration 88Q: 3 clusters Score -487142.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -487143.000000 Penalty: 2958.829590
	Iteration 89Q: 3 clusters Score -487143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -487143.000000 Penalty: 2958.829590
	Iteration 90F: 3 clusters Score -487143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Entering Unmasked Estep 
Score: -359185.156250 Penalty: 1423.980713
	Iteration 0F: 2 clusters Score -359185.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -354343.000000 Penalty: 2847.961426
	Iteration 0F: 3 clusters Score -354343 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -355713.968750 Penalty: 2847.961426
	Iteration 1F: 3 clusters Score -355714 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -355874.281250 Penalty: 2847.961426
	Iteration 2F: 3 clusters Score -355874.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -355992.968750 Penalty: 2847.961426
	Iteration 3Q: 3 clusters Score -355993 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -356077.656250 Penalty: 2847.961426
	Iteration 4Q: 3 clusters Score -356077.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -356131.625000 Penalty: 2847.961426
	Iteration 5Q: 3 clusters Score -356131.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -356175.468750 Penalty: 2847.961426
	Iteration 6Q: 3 clusters Score -356175.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -356211.781250 Penalty: 2847.961426
	Iteration 7Q: 3 clusters Score -356211.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -356237.843750 Penalty: 2847.961426
	Iteration 8Q: 3 clusters Score -356237.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -356261.718750 Penalty: 2847.961426
	Iteration 9Q: 3 clusters Score -356261.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -356285.250000 Penalty: 2847.961426
	Iteration 10Q: 3 clusters Score -356285.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -356309.562500 Penalty: 2847.961426
	Iteration 11Q: 3 clusters Score -356309.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -356339.656250 Penalty: 2847.961426
	Iteration 12Q: 3 clusters Score -356339.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -356370.718750 Penalty: 2847.961426
	Iteration 13Q: 3 clusters Score -356370.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -356402.500000 Penalty: 2847.961426
	Iteration 14Q: 3 clusters Score -356402.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -356437.281250 Penalty: 2847.961426
	Iteration 15Q: 3 clusters Score -356437.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -356473.593750 Penalty: 2847.961426
	Iteration 16Q: 3 clusters Score -356473.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -356517.125000 Penalty: 2847.961426
	Iteration 17Q: 3 clusters Score -356517.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -356564.906250 Penalty: 2847.961426
	Iteration 18Q: 3 clusters Score -356564.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -356625.062500 Penalty: 2847.961426
	Iteration 19Q: 3 clusters Score -356625.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -356692.968750 Penalty: 2847.961426
	Iteration 20F: 3 clusters Score -356693 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -356762.343750 Penalty: 2847.961426
	Iteration 21Q: 3 clusters Score -356762.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -356841.531250 Penalty: 2847.961426
	Iteration 22Q: 3 clusters Score -356841.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -356920.437500 Penalty: 2847.961426
	Iteration 23Q: 3 clusters Score -356920.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -357005.312500 Penalty: 2847.961426
	Iteration 24Q: 3 clusters Score -357005.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -357097.781250 Penalty: 2847.961426
	Iteration 25Q: 3 clusters Score -357097.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -357198.906250 Penalty: 2847.961426
	Iteration 26Q: 3 clusters Score -357198.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -357274.812500 Penalty: 2847.961426
	Iteration 27Q: 3 clusters Score -357274.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -357348.656250 Penalty: 2847.961426
	Iteration 28Q: 3 clusters Score -357348.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -357413.062500 Penalty: 2847.961426
	Iteration 29Q: 3 clusters Score -357413.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -357464.031250 Penalty: 2847.961426
	Iteration 30Q: 3 clusters Score -357464 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -357508.187500 Penalty: 2847.961426
	Iteration 31Q: 3 clusters Score -357508.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -357552.843750 Penalty: 2847.961426
	Iteration 32Q: 3 clusters Score -357552.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -357593.187500 Penalty: 2847.961426
	Iteration 33Q: 3 clusters Score -357593.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -357628.937500 Penalty: 2847.961426
	Iteration 34Q: 3 clusters Score -357628.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -357667.468750 Penalty: 2847.961426
	Iteration 35Q: 3 clusters Score -357667.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -357697.562500 Penalty: 2847.961426
	Iteration 36Q: 3 clusters Score -357697.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -357722.906250 Penalty: 2847.961426
	Iteration 37Q: 3 clusters Score -357722.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -357743.187500 Penalty: 2847.961426
	Iteration 38Q: 3 clusters Score -357743.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -357763.093750 Penalty: 2847.961426
	Iteration 39Q: 3 clusters Score -357763.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -357780.531250 Penalty: 2847.961426
	Iteration 40F: 3 clusters Score -357780.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -357793.968750 Penalty: 2847.961426
	Iteration 41Q: 3 clusters Score -357794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -357804.531250 Penalty: 2847.961426
	Iteration 42Q: 3 clusters Score -357804.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -357814.093750 Penalty: 2847.961426
	Iteration 43Q: 3 clusters Score -357814.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -357821.750000 Penalty: 2847.961426
	Iteration 44Q: 3 clusters Score -357821.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -357831.968750 Penalty: 2847.961426
	Iteration 45Q: 3 clusters Score -357832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -357837.562500 Penalty: 2847.961426
	Iteration 46Q: 3 clusters Score -357837.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -357843.625000 Penalty: 2847.961426
	Iteration 47Q: 3 clusters Score -357843.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -357845.125000 Penalty: 2847.961426
	Iteration 48Q: 3 clusters Score -357845.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -357845.937500 Penalty: 2847.961426
	Iteration 49Q: 3 clusters Score -357845.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -357845.968750 Penalty: 2847.961426
	Iteration 50Q: 3 clusters Score -357846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -357845.968750 Penalty: 2847.961426
	Iteration 51F: 3 clusters Score -357846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (35946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Entering Unmasked Estep 
Score: -1878727.750000 Penalty: 1704.588135
	Iteration 0F: 2 clusters Score -1878728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -1854799.500000 Penalty: 3409.176270
	Iteration 0F: 3 clusters Score -1854800 nChanged 16476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -1864220.000000 Penalty: 3409.176270
	Iteration 1F: 3 clusters Score -1864220 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -1865379.250000 Penalty: 3409.176270
	Iteration 2F: 3 clusters Score -1865379 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -1867123.250000 Penalty: 3409.176270
	Iteration 3F: 3 clusters Score -1867123 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -1869434.375000 Penalty: 3409.176270
	Iteration 4F: 3 clusters Score -1869434 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -1871634.375000 Penalty: 3409.176270
	Iteration 5F: 3 clusters Score -1871634 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -1873122.375000 Penalty: 3409.176270
	Iteration 6F: 3 clusters Score -1873122 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -1873840.875000 Penalty: 3409.176270
	Iteration 7Q: 3 clusters Score -1873841 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -1874212.875000 Penalty: 3409.176270
	Iteration 8Q: 3 clusters Score -1874213 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -1874439.500000 Penalty: 3409.176270
	Iteration 9Q: 3 clusters Score -1874440 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -1874613.250000 Penalty: 3409.176270
	Iteration 10Q: 3 clusters Score -1874613 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -1874752.000000 Penalty: 3409.176270
	Iteration 11Q: 3 clusters Score -1874752 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -1874862.625000 Penalty: 3409.176270
	Iteration 12Q: 3 clusters Score -1874863 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -1874988.125000 Penalty: 3409.176270
	Iteration 13Q: 3 clusters Score -1874988 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -1875146.000000 Penalty: 3409.176270
	Iteration 14Q: 3 clusters Score -1875146 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -1875353.000000 Penalty: 3409.176270
	Iteration 15Q: 3 clusters Score -1875353 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -1875583.875000 Penalty: 3409.176270
	Iteration 16Q: 3 clusters Score -1875584 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -1875771.500000 Penalty: 3409.176270
	Iteration 17Q: 3 clusters Score -1875772 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -1875947.625000 Penalty: 3409.176270
	Iteration 18Q: 3 clusters Score -1875948 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -1876143.375000 Penalty: 3409.176270
	Iteration 19Q: 3 clusters Score -1876143 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -1876381.375000 Penalty: 3409.176270
	Iteration 20F: 3 clusters Score -1876381 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -1876761.750000 Penalty: 3409.176270
	Iteration 21Q: 3 clusters Score -1876762 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -1877424.250000 Penalty: 3409.176270
	Iteration 22Q: 3 clusters Score -1877424 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -1877932.875000 Penalty: 3409.176270
	Iteration 23Q: 3 clusters Score -1877933 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -1878116.500000 Penalty: 3409.176270
	Iteration 24Q: 3 clusters Score -1878116 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -1878227.750000 Penalty: 3409.176270
	Iteration 25Q: 3 clusters Score -1878228 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -1878302.625000 Penalty: 3409.176270
	Iteration 26Q: 3 clusters Score -1878303 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -1878365.625000 Penalty: 3409.176270
	Iteration 27Q: 3 clusters Score -1878366 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -1878416.750000 Penalty: 3409.176270
	Iteration 28Q: 3 clusters Score -1878417 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -1878488.500000 Penalty: 3409.176270
	Iteration 29Q: 3 clusters Score -1878488 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -1878570.625000 Penalty: 3409.176270
	Iteration 30Q: 3 clusters Score -1878571 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -1878617.750000 Penalty: 3409.176270
	Iteration 31Q: 3 clusters Score -1878618 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -1878645.500000 Penalty: 3409.176270
	Iteration 32Q: 3 clusters Score -1878646 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -1878676.000000 Penalty: 3409.176270
	Iteration 33Q: 3 clusters Score -1878676 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -1878698.250000 Penalty: 3409.176270
	Iteration 34Q: 3 clusters Score -1878698 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -1878711.625000 Penalty: 3409.176270
	Iteration 35Q: 3 clusters Score -1878712 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -1878722.500000 Penalty: 3409.176270
	Iteration 36Q: 3 clusters Score -1878722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -1878727.125000 Penalty: 3409.176270
	Iteration 37Q: 3 clusters Score -1878727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -1878726.375000 Penalty: 3409.176270
	Iteration 38Q: 3 clusters Score -1878726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -1878724.750000 Penalty: 3409.176270
	Iteration 39Q: 3 clusters Score -1878725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -1878731.125000 Penalty: 3409.176270
	Iteration 40F: 3 clusters Score -1878731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -1878728.125000 Penalty: 3409.176270
	Iteration 41Q: 3 clusters Score -1878728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -1878726.625000 Penalty: 3409.176270
	Iteration 42Q: 3 clusters Score -1878727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -1878729.750000 Penalty: 3409.176270
	Iteration 43Q: 3 clusters Score -1878730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -1878732.750000 Penalty: 3409.176270
	Iteration 44Q: 3 clusters Score -1878733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 34208 members 
Entering Unmasked Estep 
Score: -1878733.500000 Penalty: 3409.176270
	Iteration 45Q: 3 clusters Score -1878734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -1878733.000000 Penalty: 3409.176270
	Iteration 46Q: 3 clusters Score -1878733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -1878731.625000 Penalty: 3409.176270
	Iteration 47Q: 3 clusters Score -1878732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -1878732.750000 Penalty: 3409.176270
	Iteration 48Q: 3 clusters Score -1878733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -1878735.000000 Penalty: 3409.176270
	Iteration 49Q: 3 clusters Score -1878735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -1878740.375000 Penalty: 3409.176270
	Iteration 50Q: 3 clusters Score -1878740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
Score: -1878745.000000 Penalty: 3409.176270
	Iteration 51Q: 3 clusters Score -1878745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -1878744.125000 Penalty: 3409.176270
	Iteration 52Q: 3 clusters Score -1878744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -1878742.125000 Penalty: 3409.176270
	Iteration 53Q: 3 clusters Score -1878742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -1878743.250000 Penalty: 3409.176270
	Iteration 54Q: 3 clusters Score -1878743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -1878743.125000 Penalty: 3409.176270
	Iteration 55Q: 3 clusters Score -1878743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -1878748.500000 Penalty: 3409.176270
	Iteration 56Q: 3 clusters Score -1878748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -1878746.000000 Penalty: 3409.176270
	Iteration 57Q: 3 clusters Score -1878746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -1878744.125000 Penalty: 3409.176270
	Iteration 58Q: 3 clusters Score -1878744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -1878740.875000 Penalty: 3409.176270
	Iteration 59Q: 3 clusters Score -1878741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -1878740.875000 Penalty: 3409.176270
	Iteration 60F: 3 clusters Score -1878741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 34262 members 
Mstep: Class 3 contains 11283 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 3234 members 
Mstep: Class 6 contains 2992 members 
Mstep: Class 7 contains 2311 members 
Mstep: Class 8 contains 4128 members 
Mstep: Class 9 contains 6929 members 
Mstep: Class 11 contains 8992 members 
Mstep: Class 12 contains 6393 members 
Mstep: Class 13 contains 1684 members 
Mstep: Class 14 contains 238918 members 
Mstep: Class 15 contains 12415 members 
Mstep: Class 16 contains 2603 members 
Mstep: Class 19 contains 2182 members 
Mstep: Class 20 contains 95462 members 
Entering Unmasked Estep 
Score: -23151280.000000 Penalty: 36036.289062
Splitting cluster 13 changes total score from -23151710.000000 to -23151280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (238918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238918 members 
Entering Unmasked Estep 
Score: -12117484.000000 Penalty: 2012.379883
	Iteration 0F: 2 clusters Score -1.211748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119602 members 
Mstep: Class 2 contains 119316 members 
Entering Unmasked Estep 
Score: -11956609.000000 Penalty: 4024.759766
	Iteration 0F: 3 clusters Score -1.195661e+07 nChanged 116163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123605 members 
Mstep: Class 2 contains 115313 members 
Entering Unmasked Estep 
Score: -12025096.000000 Penalty: 4024.759766
	Iteration 1F: 3 clusters Score -1.20251e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126154 members 
Mstep: Class 2 contains 112764 members 
Entering Unmasked Estep 
Score: -12026453.000000 Penalty: 4024.759766
	Iteration 2Q: 3 clusters Score -1.202645e+07 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130266 members 
Mstep: Class 2 contains 108652 members 
Entering Unmasked Estep 
Score: -12028384.000000 Penalty: 4024.759766
	Iteration 3Q: 3 clusters Score -1.202838e+07 nChanged 8792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136532 members 
Mstep: Class 2 contains 102386 members 
Entering Unmasked Estep 
Score: -12031410.000000 Penalty: 4024.759766
	Iteration 4Q: 3 clusters Score -1.203141e+07 nChanged 11063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145871 members 
Mstep: Class 2 contains 93047 members 
Entering Unmasked Estep 
Score: -12036785.000000 Penalty: 4024.759766
	Iteration 5Q: 3 clusters Score -1.203678e+07 nChanged 14277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159068 members 
Mstep: Class 2 contains 79850 members 
Entering Unmasked Estep 
Score: -12045913.000000 Penalty: 4024.759766
	Iteration 6F: 3 clusters Score -1.204591e+07 nChanged 17321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175707 members 
Mstep: Class 2 contains 63211 members 
Entering Unmasked Estep 
Score: -12059730.000000 Penalty: 4024.759766
	Iteration 7F: 3 clusters Score -1.205973e+07 nChanged 17631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192866 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -12075758.000000 Penalty: 4024.759766
	Iteration 8F: 3 clusters Score -1.207576e+07 nChanged 14393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206899 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -12088844.000000 Penalty: 4024.759766
	Iteration 9F: 3 clusters Score -1.208884e+07 nChanged 10233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216936 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -12097899.000000 Penalty: 4024.759766
	Iteration 10Q: 3 clusters Score -1.20979e+07 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224043 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -12103854.000000 Penalty: 4024.759766
	Iteration 11Q: 3 clusters Score -1.210385e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229177 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -12108260.000000 Penalty: 4024.759766
	Iteration 12Q: 3 clusters Score -1.210826e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232969 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -12111312.000000 Penalty: 4024.759766
	Iteration 13Q: 3 clusters Score -1.211131e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235519 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -12113259.000000 Penalty: 4024.759766
	Iteration 14Q: 3 clusters Score -1.211326e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237066 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -12114434.000000 Penalty: 4024.759766
	Iteration 15Q: 3 clusters Score -1.211443e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237868 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -12115097.000000 Penalty: 4024.759766
	Iteration 16Q: 3 clusters Score -1.21151e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238256 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -12115399.000000 Penalty: 4024.759766
	Iteration 17Q: 3 clusters Score -1.21154e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238450 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -12115556.000000 Penalty: 4024.759766
	Iteration 18Q: 3 clusters Score -1.211556e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238536 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -12115622.000000 Penalty: 4024.759766
	Iteration 19Q: 3 clusters Score -1.211562e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238569 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -12115650.000000 Penalty: 4024.759766
	Iteration 20F: 3 clusters Score -1.211565e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238596 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -12115664.000000 Penalty: 4024.759766
	Iteration 21Q: 3 clusters Score -1.211566e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238608 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -12115701.000000 Penalty: 4024.759766
	Iteration 22Q: 3 clusters Score -1.21157e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238619 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -12115713.000000 Penalty: 4024.759766
	Iteration 23Q: 3 clusters Score -1.211571e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238622 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -12115732.000000 Penalty: 4024.759766
	Iteration 24Q: 3 clusters Score -1.211573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238625 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -12115729.000000 Penalty: 4024.759766
	Iteration 25Q: 3 clusters Score -1.211573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238625 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -12115724.000000 Penalty: 4024.759766
	Iteration 26Q: 3 clusters Score -1.211572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238627 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -12115725.000000 Penalty: 4024.759766
	Iteration 27Q: 3 clusters Score -1.211572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238628 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -12115730.000000 Penalty: 4024.759766
	Iteration 28Q: 3 clusters Score -1.211573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238629 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -12115729.000000 Penalty: 4024.759766
	Iteration 29Q: 3 clusters Score -1.211573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238634 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -12115735.000000 Penalty: 4024.759766
	Iteration 30Q: 3 clusters Score -1.211574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238637 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -12115733.000000 Penalty: 4024.759766
	Iteration 31Q: 3 clusters Score -1.211573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238638 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -12115736.000000 Penalty: 4024.759766
	Iteration 32Q: 3 clusters Score -1.211574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238638 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -12115736.000000 Penalty: 4024.759766
	Iteration 33F: 3 clusters Score -1.211574e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Entering Unmasked Estep 
Score: -683019.750000 Penalty: 1531.832397
	Iteration 0F: 2 clusters Score -683019.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -674334.125000 Penalty: 3063.664795
	Iteration 0F: 3 clusters Score -674334.1 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -677173.312500 Penalty: 3063.664795
	Iteration 1F: 3 clusters Score -677173.3 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -677401.375000 Penalty: 3063.664795
	Iteration 2F: 3 clusters Score -677401.4 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -677603.437500 Penalty: 3063.664795
	Iteration 3Q: 3 clusters Score -677603.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -677798.187500 Penalty: 3063.664795
	Iteration 4Q: 3 clusters Score -677798.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -678024.375000 Penalty: 3063.664795
	Iteration 5Q: 3 clusters Score -678024.4 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -678298.312500 Penalty: 3063.664795
	Iteration 6Q: 3 clusters Score -678298.3 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -678680.250000 Penalty: 3063.664795
	Iteration 7F: 3 clusters Score -678680.2 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -679175.812500 Penalty: 3063.664795
	Iteration 8F: 3 clusters Score -679175.8 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -679734.437500 Penalty: 3063.664795
	Iteration 9F: 3 clusters Score -679734.4 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -680328.625000 Penalty: 3063.664795
	Iteration 10F: 3 clusters Score -680328.6 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -680816.187500 Penalty: 3063.664795
	Iteration 11Q: 3 clusters Score -680816.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -681150.875000 Penalty: 3063.664795
	Iteration 12Q: 3 clusters Score -681150.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -681362.812500 Penalty: 3063.664795
	Iteration 13Q: 3 clusters Score -681362.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -681479.750000 Penalty: 3063.664795
	Iteration 14Q: 3 clusters Score -681479.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -681542.250000 Penalty: 3063.664795
	Iteration 15Q: 3 clusters Score -681542.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -681586.437500 Penalty: 3063.664795
	Iteration 16Q: 3 clusters Score -681586.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -681619.000000 Penalty: 3063.664795
	Iteration 17Q: 3 clusters Score -681619 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -681652.687500 Penalty: 3063.664795
	Iteration 18Q: 3 clusters Score -681652.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -681674.000000 Penalty: 3063.664795
	Iteration 19Q: 3 clusters Score -681674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -681683.937500 Penalty: 3063.664795
	Iteration 20F: 3 clusters Score -681683.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -681698.312500 Penalty: 3063.664795
	Iteration 21Q: 3 clusters Score -681698.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -681703.875000 Penalty: 3063.664795
	Iteration 22Q: 3 clusters Score -681703.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -681708.250000 Penalty: 3063.664795
	Iteration 23Q: 3 clusters Score -681708.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -681712.625000 Penalty: 3063.664795
	Iteration 24Q: 3 clusters Score -681712.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -681714.687500 Penalty: 3063.664795
	Iteration 25Q: 3 clusters Score -681714.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -681717.625000 Penalty: 3063.664795
	Iteration 26Q: 3 clusters Score -681717.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -681719.312500 Penalty: 3063.664795
	Iteration 27Q: 3 clusters Score -681719.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -681720.750000 Penalty: 3063.664795
	Iteration 28Q: 3 clusters Score -681720.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -681720.750000 Penalty: 3063.664795
	Iteration 29F: 3 clusters Score -681720.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Entering Unmasked Estep 
Score: -123988.382812 Penalty: 1277.968262
	Iteration 0F: 2 clusters Score -123988.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -121532.203125 Penalty: 2555.936523
	Iteration 0F: 3 clusters Score -121532.2 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -122093.796875 Penalty: 2555.936523
	Iteration 1F: 3 clusters Score -122093.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -122232.906250 Penalty: 2555.936523
	Iteration 2F: 3 clusters Score -122232.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -122327.617188 Penalty: 2555.936523
	Iteration 3F: 3 clusters Score -122327.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -122405.421875 Penalty: 2555.936523
	Iteration 4Q: 3 clusters Score -122405.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -122458.195312 Penalty: 2555.936523
	Iteration 5Q: 3 clusters Score -122458.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -122506.039062 Penalty: 2555.936523
	Iteration 6Q: 3 clusters Score -122506 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -122544.445312 Penalty: 2555.936523
	Iteration 7Q: 3 clusters Score -122544.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -122572.835938 Penalty: 2555.936523
	Iteration 8Q: 3 clusters Score -122572.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -122592.234375 Penalty: 2555.936523
	Iteration 9Q: 3 clusters Score -122592.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -122602.968750 Penalty: 2555.936523
	Iteration 10Q: 3 clusters Score -122603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -122609.429688 Penalty: 2555.936523
	Iteration 11Q: 3 clusters Score -122609.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -122617.695312 Penalty: 2555.936523
	Iteration 12Q: 3 clusters Score -122617.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -122627.023438 Penalty: 2555.936523
	Iteration 13Q: 3 clusters Score -122627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -122631.898438 Penalty: 2555.936523
	Iteration 14Q: 3 clusters Score -122631.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -122637.539062 Penalty: 2555.936523
	Iteration 15Q: 3 clusters Score -122637.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -122644.015625 Penalty: 2555.936523
	Iteration 16Q: 3 clusters Score -122644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -122650.023438 Penalty: 2555.936523
	Iteration 17Q: 3 clusters Score -122650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -122655.835938 Penalty: 2555.936523
	Iteration 18Q: 3 clusters Score -122655.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -122661.296875 Penalty: 2555.936523
	Iteration 19Q: 3 clusters Score -122661.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -122667.000000 Penalty: 2555.936523
	Iteration 20F: 3 clusters Score -122667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -122672.179688 Penalty: 2555.936523
	Iteration 21Q: 3 clusters Score -122672.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -122677.710938 Penalty: 2555.936523
	Iteration 22Q: 3 clusters Score -122677.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -122684.742188 Penalty: 2555.936523
	Iteration 23Q: 3 clusters Score -122684.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -122688.656250 Penalty: 2555.936523
	Iteration 24Q: 3 clusters Score -122688.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -122691.539062 Penalty: 2555.936523
	Iteration 25Q: 3 clusters Score -122691.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -122694.484375 Penalty: 2555.936523
	Iteration 26Q: 3 clusters Score -122694.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -122697.039062 Penalty: 2555.936523
	Iteration 27Q: 3 clusters Score -122697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -122698.218750 Penalty: 2555.936523
	Iteration 28Q: 3 clusters Score -122698.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -122699.632812 Penalty: 2555.936523
	Iteration 29Q: 3 clusters Score -122699.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -122700.203125 Penalty: 2555.936523
	Iteration 30Q: 3 clusters Score -122700.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -122700.625000 Penalty: 2555.936523
	Iteration 31Q: 3 clusters Score -122700.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -122700.625000 Penalty: 2555.936523
	Iteration 32F: 3 clusters Score -122700.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Entering Unmasked Estep 
Score: -115006.734375 Penalty: 1249.299561
	Iteration 0F: 2 clusters Score -115006.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -112794.289062 Penalty: 2498.599121
	Iteration 0F: 3 clusters Score -112794.3 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -113252.203125 Penalty: 2498.599121
	Iteration 1F: 3 clusters Score -113252.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -113351.312500 Penalty: 2498.599121
	Iteration 2F: 3 clusters Score -113351.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -113397.242188 Penalty: 2498.599121
	Iteration 3Q: 3 clusters Score -113397.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -113430.039062 Penalty: 2498.599121
	Iteration 4Q: 3 clusters Score -113430 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -113455.085938 Penalty: 2498.599121
	Iteration 5Q: 3 clusters Score -113455.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -113476.234375 Penalty: 2498.599121
	Iteration 6Q: 3 clusters Score -113476.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -113492.976562 Penalty: 2498.599121
	Iteration 7Q: 3 clusters Score -113493 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -113504.507812 Penalty: 2498.599121
	Iteration 8Q: 3 clusters Score -113504.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -113509.921875 Penalty: 2498.599121
	Iteration 9Q: 3 clusters Score -113509.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -113514.375000 Penalty: 2498.599121
	Iteration 10Q: 3 clusters Score -113514.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -113518.421875 Penalty: 2498.599121
	Iteration 11Q: 3 clusters Score -113518.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -113521.679688 Penalty: 2498.599121
	Iteration 12Q: 3 clusters Score -113521.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -113527.226562 Penalty: 2498.599121
	Iteration 13Q: 3 clusters Score -113527.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -113531.328125 Penalty: 2498.599121
	Iteration 14Q: 3 clusters Score -113531.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -113537.820312 Penalty: 2498.599121
	Iteration 15Q: 3 clusters Score -113537.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -113543.585938 Penalty: 2498.599121
	Iteration 16Q: 3 clusters Score -113543.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -113548.710938 Penalty: 2498.599121
	Iteration 17Q: 3 clusters Score -113548.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -113550.968750 Penalty: 2498.599121
	Iteration 18Q: 3 clusters Score -113551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -113553.015625 Penalty: 2498.599121
	Iteration 19Q: 3 clusters Score -113553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -113554.414062 Penalty: 2498.599121
	Iteration 20F: 3 clusters Score -113554.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -113555.140625 Penalty: 2498.599121
	Iteration 21Q: 3 clusters Score -113555.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -113556.484375 Penalty: 2498.599121
	Iteration 22Q: 3 clusters Score -113556.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -113558.500000 Penalty: 2498.599121
	Iteration 23Q: 3 clusters Score -113558.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -113561.015625 Penalty: 2498.599121
	Iteration 24Q: 3 clusters Score -113561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -113563.257812 Penalty: 2498.599121
	Iteration 25Q: 3 clusters Score -113563.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -113564.140625 Penalty: 2498.599121
	Iteration 26Q: 3 clusters Score -113564.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -113564.140625 Penalty: 2498.599121
	Iteration 27F: 3 clusters Score -113564.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (95462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95462 members 
Entering Unmasked Estep 
Score: -5024850.500000 Penalty: 1863.303467
	Iteration 0F: 2 clusters Score -5024850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47996 members 
Mstep: Class 2 contains 47466 members 
Entering Unmasked Estep 
Score: -4961062.000000 Penalty: 3726.606934
	Iteration 0F: 3 clusters Score -4961062 nChanged 45458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51140 members 
Mstep: Class 2 contains 44322 members 
Entering Unmasked Estep 
Score: -4988642.500000 Penalty: 3726.606934
	Iteration 1F: 3 clusters Score -4988642 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53279 members 
Mstep: Class 2 contains 42183 members 
Entering Unmasked Estep 
Score: -4990267.500000 Penalty: 3726.606934
	Iteration 2Q: 3 clusters Score -4990268 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56463 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
Score: -4992519.000000 Penalty: 3726.606934
	Iteration 3Q: 3 clusters Score -4992519 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60996 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -4996024.000000 Penalty: 3726.606934
	Iteration 4F: 3 clusters Score -4996024 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66832 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -5001018.500000 Penalty: 3726.606934
	Iteration 5F: 3 clusters Score -5001018 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73154 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -5007216.500000 Penalty: 3726.606934
	Iteration 6F: 3 clusters Score -5007216 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78457 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -5013008.000000 Penalty: 3726.606934
	Iteration 7F: 3 clusters Score -5013008 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81929 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -5016995.500000 Penalty: 3726.606934
	Iteration 8Q: 3 clusters Score -5016996 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83926 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -5018867.000000 Penalty: 3726.606934
	Iteration 9Q: 3 clusters Score -5018867 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85420 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -5019976.000000 Penalty: 3726.606934
	Iteration 10Q: 3 clusters Score -5019976 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86642 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -5020684.000000 Penalty: 3726.606934
	Iteration 11Q: 3 clusters Score -5020684 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87690 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -5021222.500000 Penalty: 3726.606934
	Iteration 12Q: 3 clusters Score -5021222 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88546 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -5021655.500000 Penalty: 3726.606934
	Iteration 13Q: 3 clusters Score -5021656 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89305 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -5022012.500000 Penalty: 3726.606934
	Iteration 14Q: 3 clusters Score -5022012 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89936 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -5022242.500000 Penalty: 3726.606934
	Iteration 15Q: 3 clusters Score -5022242 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90502 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -5022469.500000 Penalty: 3726.606934
	Iteration 16Q: 3 clusters Score -5022470 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90981 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -5022665.500000 Penalty: 3726.606934
	Iteration 17Q: 3 clusters Score -5022666 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91371 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -5022782.500000 Penalty: 3726.606934
	Iteration 18Q: 3 clusters Score -5022782 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91684 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -5022882.000000 Penalty: 3726.606934
	Iteration 19Q: 3 clusters Score -5022882 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91958 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -5022968.000000 Penalty: 3726.606934
	Iteration 20F: 3 clusters Score -5022968 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92192 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -5023027.500000 Penalty: 3726.606934
	Iteration 21Q: 3 clusters Score -5023028 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92399 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -5023080.000000 Penalty: 3726.606934
	Iteration 22Q: 3 clusters Score -5023080 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92572 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -5023114.000000 Penalty: 3726.606934
	Iteration 23Q: 3 clusters Score -5023114 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92712 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -5023141.500000 Penalty: 3726.606934
	Iteration 24Q: 3 clusters Score -5023142 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92843 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -5023186.500000 Penalty: 3726.606934
	Iteration 25Q: 3 clusters Score -5023186 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92969 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -5023231.000000 Penalty: 3726.606934
	Iteration 26Q: 3 clusters Score -5023231 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93057 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -5023260.500000 Penalty: 3726.606934
	Iteration 27Q: 3 clusters Score -5023260 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93130 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -5023268.000000 Penalty: 3726.606934
	Iteration 28Q: 3 clusters Score -5023268 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93200 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -5023295.500000 Penalty: 3726.606934
	Iteration 29Q: 3 clusters Score -5023296 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93264 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -5023314.500000 Penalty: 3726.606934
	Iteration 30Q: 3 clusters Score -5023314 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93331 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -5023343.500000 Penalty: 3726.606934
	Iteration 31Q: 3 clusters Score -5023344 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93386 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -5023359.000000 Penalty: 3726.606934
	Iteration 32Q: 3 clusters Score -5023359 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93445 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -5023363.500000 Penalty: 3726.606934
	Iteration 33Q: 3 clusters Score -5023364 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93498 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -5023374.000000 Penalty: 3726.606934
	Iteration 34Q: 3 clusters Score -5023374 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93544 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -5023380.500000 Penalty: 3726.606934
	Iteration 35Q: 3 clusters Score -5023380 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93600 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -5023406.500000 Penalty: 3726.606934
	Iteration 36Q: 3 clusters Score -5023406 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93648 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -5023421.500000 Penalty: 3726.606934
	Iteration 37Q: 3 clusters Score -5023422 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93685 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -5023429.000000 Penalty: 3726.606934
	Iteration 38Q: 3 clusters Score -5023429 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93714 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -5023442.500000 Penalty: 3726.606934
	Iteration 39Q: 3 clusters Score -5023442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93736 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -5023439.000000 Penalty: 3726.606934
	Iteration 40F: 3 clusters Score -5023439 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93753 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -5023434.000000 Penalty: 3726.606934
	Iteration 41Q: 3 clusters Score -5023434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93769 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -5023436.500000 Penalty: 3726.606934
	Iteration 42Q: 3 clusters Score -5023436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93784 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -5023439.000000 Penalty: 3726.606934
	Iteration 43Q: 3 clusters Score -5023439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93799 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5023461.500000 Penalty: 3726.606934
	Iteration 44Q: 3 clusters Score -5023462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93817 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5023458.000000 Penalty: 3726.606934
	Iteration 45Q: 3 clusters Score -5023458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93840 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -5023454.000000 Penalty: 3726.606934
	Iteration 46Q: 3 clusters Score -5023454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93854 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -5023456.500000 Penalty: 3726.606934
	Iteration 47Q: 3 clusters Score -5023456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93866 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -5023460.000000 Penalty: 3726.606934
	Iteration 48Q: 3 clusters Score -5023460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93883 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -5023462.000000 Penalty: 3726.606934
	Iteration 49Q: 3 clusters Score -5023462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93896 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -5023471.500000 Penalty: 3726.606934
	Iteration 50Q: 3 clusters Score -5023472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93906 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5023482.500000 Penalty: 3726.606934
	Iteration 51Q: 3 clusters Score -5023482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93919 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5023488.000000 Penalty: 3726.606934
	Iteration 52Q: 3 clusters Score -5023488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93934 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -5023483.000000 Penalty: 3726.606934
	Iteration 53Q: 3 clusters Score -5023483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93949 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -5023492.000000 Penalty: 3726.606934
	Iteration 54Q: 3 clusters Score -5023492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93959 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5023499.000000 Penalty: 3726.606934
	Iteration 55Q: 3 clusters Score -5023499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93971 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -5023493.000000 Penalty: 3726.606934
	Iteration 56Q: 3 clusters Score -5023493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93982 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -5023492.000000 Penalty: 3726.606934
	Iteration 57Q: 3 clusters Score -5023492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93991 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -5023492.500000 Penalty: 3726.606934
	Iteration 58Q: 3 clusters Score -5023492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93999 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -5023505.000000 Penalty: 3726.606934
	Iteration 59Q: 3 clusters Score -5023505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94009 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5023504.500000 Penalty: 3726.606934
	Iteration 60F: 3 clusters Score -5023504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94014 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -5023503.000000 Penalty: 3726.606934
	Iteration 61Q: 3 clusters Score -5023503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94017 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -5023504.500000 Penalty: 3726.606934
	Iteration 62Q: 3 clusters Score -5023504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94018 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -5023501.000000 Penalty: 3726.606934
	Iteration 63Q: 3 clusters Score -5023501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94020 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -5023504.500000 Penalty: 3726.606934
	Iteration 64Q: 3 clusters Score -5023504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94020 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -5023504.500000 Penalty: 3726.606934
	Iteration 65F: 3 clusters Score -5023504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 3 contains 11283 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 3234 members 
Mstep: Class 6 contains 2992 members 
Mstep: Class 7 contains 2311 members 
Mstep: Class 8 contains 4128 members 
Mstep: Class 9 contains 6929 members 
Mstep: Class 11 contains 8992 members 
Mstep: Class 12 contains 6393 members 
Mstep: Class 13 contains 35946 members 
Mstep: Class 14 contains 238918 members 
Mstep: Class 15 contains 12415 members 
Mstep: Class 16 contains 2603 members 
Mstep: Class 19 contains 2182 members 
Mstep: Class 20 contains 95462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23151688.000000 Penalty: 33916.507812
Iteration 359Q: 17 clusters Score -2.315169e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 3 contains 11293 members 
Mstep: Class 4 contains 14499 members 
Mstep: Class 5 contains 3229 members 
Mstep: Class 6 contains 2983 members 
Mstep: Class 7 contains 2313 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 6940 members 
Mstep: Class 11 contains 8991 members 
Mstep: Class 12 contains 6283 members 
Mstep: Class 13 contains 35935 members 
Mstep: Class 14 contains 239631 members 
Mstep: Class 15 contains 12460 members 
Mstep: Class 16 contains 2609 members 
Mstep: Class 19 contains 2181 members 
Mstep: Class 20 contains 94716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23151746.000000 Penalty: 33916.507812
Iteration 360F: 17 clusters Score -2.315175e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 3 contains 11307 members 
Mstep: Class 4 contains 14589 members 
Mstep: Class 5 contains 3228 members 
Mstep: Class 6 contains 2979 members 
Mstep: Class 7 contains 2313 members 
Mstep: Class 8 contains 4117 members 
Mstep: Class 9 contains 6961 members 
Mstep: Class 11 contains 8990 members 
Mstep: Class 12 contains 6172 members 
Mstep: Class 13 contains 35929 members 
Mstep: Class 14 contains 240274 members 
Mstep: Class 15 contains 12518 members 
Mstep: Class 16 contains 2615 members 
Mstep: Class 19 contains 2180 members 
Mstep: Class 20 contains 94014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23151900.000000 Penalty: 33916.507812
Iteration 361Q: 17 clusters Score -2.31519e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 3 contains 11317 members 
Mstep: Class 4 contains 14698 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 2970 members 
Mstep: Class 7 contains 2312 members 
Mstep: Class 8 contains 4115 members 
Mstep: Class 9 contains 6972 members 
Mstep: Class 11 contains 8991 members 
Mstep: Class 12 contains 6055 members 
Mstep: Class 13 contains 35932 members 
Mstep: Class 14 contains 240942 members 
Mstep: Class 15 contains 12578 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 19 contains 2179 members 
Mstep: Class 20 contains 93272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23152048.000000 Penalty: 33916.507812
Iteration 362Q: 17 clusters Score -2.315205e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 3 contains 11328 members 
Mstep: Class 4 contains 14804 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 2313 members 
Mstep: Class 8 contains 4116 members 
Mstep: Class 9 contains 6984 members 
Mstep: Class 11 contains 8986 members 
Mstep: Class 12 contains 5949 members 
Mstep: Class 13 contains 35933 members 
Mstep: Class 14 contains 241600 members 
Mstep: Class 15 contains 12648 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 19 contains 2178 members 
Mstep: Class 20 contains 92540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23152184.000000 Penalty: 33916.507812
Iteration 363Q: 17 clusters Score -2.315218e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 3 contains 11338 members 
Mstep: Class 4 contains 14904 members 
Mstep: Class 5 contains 3214 members 
Mstep: Class 6 contains 2944 members 
Mstep: Class 7 contains 2314 members 
Mstep: Class 8 contains 4111 members 
Mstep: Class 9 contains 6990 members 
Mstep: Class 11 contains 8988 members 
Mstep: Class 12 contains 5826 members 
Mstep: Class 13 contains 35930 members 
Mstep: Class 14 contains 242243 members 
Mstep: Class 15 contains 12697 members 
Mstep: Class 16 contains 2633 members 
Mstep: Class 19 contains 2179 members 
Mstep: Class 20 contains 91866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23152348.000000 Penalty: 33916.507812
Iteration 364Q: 17 clusters Score -2.315235e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 3 contains 11351 members 
Mstep: Class 4 contains 15007 members 
Mstep: Class 5 contains 3211 members 
Mstep: Class 6 contains 2930 members 
Mstep: Class 7 contains 2314 members 
Mstep: Class 8 contains 4112 members 
Mstep: Class 9 contains 6998 members 
Mstep: Class 11 contains 8985 members 
Mstep: Class 12 contains 5718 members 
Mstep: Class 13 contains 35927 members 
Mstep: Class 14 contains 242888 members 
Mstep: Class 15 contains 12740 members 
Mstep: Class 16 contains 2642 members 
Mstep: Class 19 contains 2181 members 
Mstep: Class 20 contains 91172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23152342.000000 Penalty: 33916.507812
Iteration 365Q: 17 clusters Score -2.315234e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 3 contains 11360 members 
Mstep: Class 4 contains 15082 members 
Mstep: Class 5 contains 3209 members 
Mstep: Class 6 contains 2920 members 
Mstep: Class 7 contains 2312 members 
Mstep: Class 8 contains 4109 members 
Mstep: Class 9 contains 7006 members 
Mstep: Class 11 contains 8989 members 
Mstep: Class 12 contains 5621 members 
Mstep: Class 13 contains 35922 members 
Mstep: Class 14 contains 243532 members 
Mstep: Class 15 contains 12801 members 
Mstep: Class 16 contains 2646 members 
Mstep: Class 19 contains 2183 members 
Mstep: Class 20 contains 90483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23152508.000000 Penalty: 33916.507812
Iteration 366Q: 17 clusters Score -2.315251e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 3 contains 11370 members 
Mstep: Class 4 contains 15158 members 
Mstep: Class 5 contains 3204 members 
Mstep: Class 6 contains 2908 members 
Mstep: Class 7 contains 2311 members 
Mstep: Class 8 contains 4109 members 
Mstep: Class 9 contains 7019 members 
Mstep: Class 11 contains 8984 members 
Mstep: Class 12 contains 5513 members 
Mstep: Class 13 contains 35920 members 
Mstep: Class 14 contains 244168 members 
Mstep: Class 15 contains 12865 members 
Mstep: Class 16 contains 2647 members 
Mstep: Class 19 contains 2183 members 
Mstep: Class 20 contains 89809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23152606.000000 Penalty: 33916.507812
Iteration 367Q: 17 clusters Score -2.315261e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 3 contains 11380 members 
Mstep: Class 4 contains 15238 members 
Mstep: Class 5 contains 3196 members 
Mstep: Class 6 contains 2894 members 
Mstep: Class 7 contains 2312 members 
Mstep: Class 8 contains 4109 members 
Mstep: Class 9 contains 7032 members 
Mstep: Class 11 contains 8980 members 
Mstep: Class 12 contains 5409 members 
Mstep: Class 13 contains 35918 members 
Mstep: Class 14 contains 244818 members 
Mstep: Class 15 contains 12940 members 
Mstep: Class 16 contains 2649 members 
Mstep: Class 19 contains 2183 members 
Mstep: Class 20 contains 89109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23152680.000000 Penalty: 33916.507812
Iteration 368Q: 17 clusters Score -2.315268e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 3 contains 11392 members 
Mstep: Class 4 contains 15330 members 
Mstep: Class 5 contains 3195 members 
Mstep: Class 6 contains 2879 members 
Mstep: Class 7 contains 2311 members 
Mstep: Class 8 contains 4108 members 
Mstep: Class 9 contains 7039 members 
Mstep: Class 11 contains 8980 members 
Mstep: Class 12 contains 5320 members 
Mstep: Class 13 contains 35915 members 
Mstep: Class 14 contains 245458 members 
Mstep: Class 15 contains 13021 members 
Mstep: Class 16 contains 2649 members 
Mstep: Class 19 contains 2185 members 
Mstep: Class 20 contains 88379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23152740.000000 Penalty: 33916.507812
Iteration 369Q: 17 clusters Score -2.315274e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 3 contains 11398 members 
Mstep: Class 4 contains 15418 members 
Mstep: Class 5 contains 3194 members 
Mstep: Class 6 contains 2865 members 
Mstep: Class 7 contains 2310 members 
Mstep: Class 8 contains 4103 members 
Mstep: Class 9 contains 7039 members 
Mstep: Class 11 contains 8973 members 
Mstep: Class 12 contains 5215 members 
Mstep: Class 13 contains 35908 members 
Mstep: Class 14 contains 246130 members 
Mstep: Class 15 contains 13083 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 19 contains 2187 members 
Mstep: Class 20 contains 87671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23152790.000000 Penalty: 33916.507812
Iteration 370Q: 17 clusters Score -2.315279e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 3 contains 11401 members 
Mstep: Class 4 contains 15511 members 
Mstep: Class 5 contains 3191 members 
Mstep: Class 6 contains 2856 members 
Mstep: Class 7 contains 2312 members 
Mstep: Class 8 contains 4106 members 
Mstep: Class 9 contains 7046 members 
Mstep: Class 11 contains 8964 members 
Mstep: Class 12 contains 5113 members 
Mstep: Class 13 contains 35910 members 
Mstep: Class 14 contains 246798 members 
Mstep: Class 15 contains 13125 members 
Mstep: Class 16 contains 2669 members 
Mstep: Class 19 contains 2186 members 
Mstep: Class 20 contains 86966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23152888.000000 Penalty: 33916.507812
Iteration 371Q: 17 clusters Score -2.315289e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 3 contains 11411 members 
Mstep: Class 4 contains 15615 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2840 members 
Mstep: Class 7 contains 2310 members 
Mstep: Class 8 contains 4106 members 
Mstep: Class 9 contains 7051 members 
Mstep: Class 11 contains 8959 members 
Mstep: Class 12 contains 5042 members 
Mstep: Class 13 contains 35916 members 
Mstep: Class 14 contains 247451 members 
Mstep: Class 15 contains 13164 members 
Mstep: Class 16 contains 2675 members 
Mstep: Class 19 contains 2185 members 
Mstep: Class 20 contains 86238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23152946.000000 Penalty: 33916.507812
Iteration 372Q: 17 clusters Score -2.315295e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 3 contains 11414 members 
Mstep: Class 4 contains 15711 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2826 members 
Mstep: Class 7 contains 2311 members 
Mstep: Class 8 contains 4106 members 
Mstep: Class 9 contains 7055 members 
Mstep: Class 11 contains 8952 members 
Mstep: Class 12 contains 4969 members 
Mstep: Class 13 contains 35915 members 
Mstep: Class 14 contains 248146 members 
Mstep: Class 15 contains 13187 members 
Mstep: Class 16 contains 2681 members 
Mstep: Class 19 contains 2185 members 
Mstep: Class 20 contains 85506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153070.000000 Penalty: 33916.507812
Iteration 373Q: 17 clusters Score -2.315307e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 3 contains 11417 members 
Mstep: Class 4 contains 15783 members 
Mstep: Class 5 contains 3188 members 
Mstep: Class 6 contains 2813 members 
Mstep: Class 7 contains 2314 members 
Mstep: Class 8 contains 4109 members 
Mstep: Class 9 contains 7057 members 
Mstep: Class 11 contains 8949 members 
Mstep: Class 12 contains 4910 members 
Mstep: Class 13 contains 35912 members 
Mstep: Class 14 contains 248840 members 
Mstep: Class 15 contains 13237 members 
Mstep: Class 16 contains 2681 members 
Mstep: Class 19 contains 2182 members 
Mstep: Class 20 contains 84753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153076.000000 Penalty: 33916.507812
Iteration 374Q: 17 clusters Score -2.315308e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 3 contains 11426 members 
Mstep: Class 4 contains 15892 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2808 members 
Mstep: Class 7 contains 2312 members 
Mstep: Class 8 contains 4109 members 
Mstep: Class 9 contains 7057 members 
Mstep: Class 11 contains 8948 members 
Mstep: Class 12 contains 4856 members 
Mstep: Class 13 contains 35910 members 
Mstep: Class 14 contains 249496 members 
Mstep: Class 15 contains 13294 members 
Mstep: Class 16 contains 2686 members 
Mstep: Class 19 contains 2184 members 
Mstep: Class 20 contains 83975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153110.000000 Penalty: 33916.507812
Iteration 375Q: 17 clusters Score -2.315311e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 3 contains 11434 members 
Mstep: Class 4 contains 16012 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2806 members 
Mstep: Class 7 contains 2311 members 
Mstep: Class 8 contains 4108 members 
Mstep: Class 9 contains 7060 members 
Mstep: Class 11 contains 8949 members 
Mstep: Class 12 contains 4819 members 
Mstep: Class 13 contains 35919 members 
Mstep: Class 14 contains 250133 members 
Mstep: Class 15 contains 13332 members 
Mstep: Class 16 contains 2687 members 
Mstep: Class 19 contains 2184 members 
Mstep: Class 20 contains 83192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153150.000000 Penalty: 33916.507812
Iteration 376Q: 17 clusters Score -2.315315e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 3 contains 11449 members 
Mstep: Class 4 contains 16134 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2801 members 
Mstep: Class 7 contains 2312 members 
Mstep: Class 8 contains 4108 members 
Mstep: Class 9 contains 7070 members 
Mstep: Class 11 contains 8943 members 
Mstep: Class 12 contains 4789 members 
Mstep: Class 13 contains 35924 members 
Mstep: Class 14 contains 250732 members 
Mstep: Class 15 contains 13365 members 
Mstep: Class 16 contains 2690 members 
Mstep: Class 19 contains 2185 members 
Mstep: Class 20 contains 82444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153230.000000 Penalty: 33916.507812
Iteration 377Q: 17 clusters Score -2.315323e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 3 contains 11451 members 
Mstep: Class 4 contains 16236 members 
Mstep: Class 5 contains 3186 members 
Mstep: Class 6 contains 2796 members 
Mstep: Class 7 contains 2313 members 
Mstep: Class 8 contains 4104 members 
Mstep: Class 9 contains 7080 members 
Mstep: Class 11 contains 8938 members 
Mstep: Class 12 contains 4761 members 
Mstep: Class 13 contains 35929 members 
Mstep: Class 14 contains 251347 members 
Mstep: Class 15 contains 13396 members 
Mstep: Class 16 contains 2697 members 
Mstep: Class 19 contains 2184 members 
Mstep: Class 20 contains 81707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153270.000000 Penalty: 33916.507812
Iteration 378Q: 17 clusters Score -2.315327e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 3 contains 11462 members 
Mstep: Class 4 contains 16337 members 
Mstep: Class 5 contains 3184 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 2312 members 
Mstep: Class 8 contains 4103 members 
Mstep: Class 9 contains 7092 members 
Mstep: Class 11 contains 8937 members 
Mstep: Class 12 contains 4737 members 
Mstep: Class 13 contains 35932 members 
Mstep: Class 14 contains 251957 members 
Mstep: Class 15 contains 13417 members 
Mstep: Class 16 contains 2710 members 
Mstep: Class 19 contains 2183 members 
Mstep: Class 20 contains 80972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153310.000000 Penalty: 33916.507812
Iteration 379Q: 17 clusters Score -2.315331e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 3 contains 11477 members 
Mstep: Class 4 contains 16439 members 
Mstep: Class 5 contains 3184 members 
Mstep: Class 6 contains 2764 members 
Mstep: Class 7 contains 2310 members 
Mstep: Class 8 contains 4101 members 
Mstep: Class 9 contains 7103 members 
Mstep: Class 11 contains 8940 members 
Mstep: Class 12 contains 4707 members 
Mstep: Class 13 contains 35926 members 
Mstep: Class 14 contains 252587 members 
Mstep: Class 15 contains 13439 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 19 contains 2180 members 
Mstep: Class 20 contains 80239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153392.000000 Penalty: 33916.507812
Iteration 380F: 17 clusters Score -2.315339e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 3 contains 11489 members 
Mstep: Class 4 contains 16532 members 
Mstep: Class 5 contains 3182 members 
Mstep: Class 6 contains 2743 members 
Mstep: Class 7 contains 2309 members 
Mstep: Class 8 contains 4100 members 
Mstep: Class 9 contains 7118 members 
Mstep: Class 11 contains 8939 members 
Mstep: Class 12 contains 4668 members 
Mstep: Class 13 contains 35923 members 
Mstep: Class 14 contains 253202 members 
Mstep: Class 15 contains 13453 members 
Mstep: Class 16 contains 2720 members 
Mstep: Class 19 contains 2179 members 
Mstep: Class 20 contains 79543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153380.000000 Penalty: 33916.507812
Iteration 381Q: 17 clusters Score -2.315338e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 3 contains 11498 members 
Mstep: Class 4 contains 16615 members 
Mstep: Class 5 contains 3182 members 
Mstep: Class 6 contains 2731 members 
Mstep: Class 7 contains 2310 members 
Mstep: Class 8 contains 4098 members 
Mstep: Class 9 contains 7140 members 
Mstep: Class 11 contains 8939 members 
Mstep: Class 12 contains 4640 members 
Mstep: Class 13 contains 35918 members 
Mstep: Class 14 contains 253791 members 
Mstep: Class 15 contains 13456 members 
Mstep: Class 16 contains 2714 members 
Mstep: Class 19 contains 2177 members 
Mstep: Class 20 contains 78882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153352.000000 Penalty: 33916.507812
Iteration 382Q: 17 clusters Score -2.315335e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 3 contains 11510 members 
Mstep: Class 4 contains 16696 members 
Mstep: Class 5 contains 3180 members 
Mstep: Class 6 contains 2720 members 
Mstep: Class 7 contains 2310 members 
Mstep: Class 8 contains 4095 members 
Mstep: Class 9 contains 7165 members 
Mstep: Class 11 contains 8936 members 
Mstep: Class 12 contains 4616 members 
Mstep: Class 13 contains 35905 members 
Mstep: Class 14 contains 254373 members 
Mstep: Class 15 contains 13446 members 
Mstep: Class 16 contains 2720 members 
Mstep: Class 19 contains 2175 members 
Mstep: Class 20 contains 78231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153500.000000 Penalty: 33916.507812
Iteration 383Q: 17 clusters Score -2.31535e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 3 contains 11515 members 
Mstep: Class 4 contains 16771 members 
Mstep: Class 5 contains 3181 members 
Mstep: Class 6 contains 2707 members 
Mstep: Class 7 contains 2310 members 
Mstep: Class 8 contains 4092 members 
Mstep: Class 9 contains 7182 members 
Mstep: Class 11 contains 8933 members 
Mstep: Class 12 contains 4603 members 
Mstep: Class 13 contains 35897 members 
Mstep: Class 14 contains 254950 members 
Mstep: Class 15 contains 13431 members 
Mstep: Class 16 contains 2726 members 
Mstep: Class 19 contains 2172 members 
Mstep: Class 20 contains 77598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153678.000000 Penalty: 33916.507812
Iteration 384Q: 17 clusters Score -2.315368e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 3 contains 11526 members 
Mstep: Class 4 contains 16887 members 
Mstep: Class 5 contains 3178 members 
Mstep: Class 6 contains 2697 members 
Mstep: Class 7 contains 2310 members 
Mstep: Class 8 contains 4085 members 
Mstep: Class 9 contains 7194 members 
Mstep: Class 11 contains 8929 members 
Mstep: Class 12 contains 4591 members 
Mstep: Class 13 contains 35888 members 
Mstep: Class 14 contains 255505 members 
Mstep: Class 15 contains 13425 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 19 contains 2169 members 
Mstep: Class 20 contains 76946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153800.000000 Penalty: 33916.507812
Iteration 385Q: 17 clusters Score -2.31538e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 3 contains 11530 members 
Mstep: Class 4 contains 16974 members 
Mstep: Class 5 contains 3175 members 
Mstep: Class 6 contains 2672 members 
Mstep: Class 7 contains 2309 members 
Mstep: Class 8 contains 4082 members 
Mstep: Class 9 contains 7215 members 
Mstep: Class 11 contains 8930 members 
Mstep: Class 12 contains 4579 members 
Mstep: Class 13 contains 35871 members 
Mstep: Class 14 contains 256070 members 
Mstep: Class 15 contains 13410 members 
Mstep: Class 16 contains 2730 members 
Mstep: Class 19 contains 2169 members 
Mstep: Class 20 contains 76332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153810.000000 Penalty: 33916.507812
Iteration 386Q: 17 clusters Score -2.315381e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 3 contains 11542 members 
Mstep: Class 4 contains 17071 members 
Mstep: Class 5 contains 3174 members 
Mstep: Class 6 contains 2654 members 
Mstep: Class 7 contains 2312 members 
Mstep: Class 8 contains 4085 members 
Mstep: Class 9 contains 7234 members 
Mstep: Class 11 contains 8930 members 
Mstep: Class 12 contains 4566 members 
Mstep: Class 13 contains 35864 members 
Mstep: Class 14 contains 256621 members 
Mstep: Class 15 contains 13393 members 
Mstep: Class 16 contains 2732 members 
Mstep: Class 19 contains 2164 members 
Mstep: Class 20 contains 75694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153782.000000 Penalty: 33916.507812
Iteration 387Q: 17 clusters Score -2.315378e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 3 contains 11556 members 
Mstep: Class 4 contains 17140 members 
Mstep: Class 5 contains 3171 members 
Mstep: Class 6 contains 2634 members 
Mstep: Class 7 contains 2312 members 
Mstep: Class 8 contains 4082 members 
Mstep: Class 9 contains 7245 members 
Mstep: Class 11 contains 8930 members 
Mstep: Class 12 contains 4554 members 
Mstep: Class 13 contains 35860 members 
Mstep: Class 14 contains 257164 members 
Mstep: Class 15 contains 13376 members 
Mstep: Class 16 contains 2733 members 
Mstep: Class 19 contains 2166 members 
Mstep: Class 20 contains 75099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153878.000000 Penalty: 33916.507812
Iteration 388Q: 17 clusters Score -2.315388e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 3 contains 11567 members 
Mstep: Class 4 contains 17199 members 
Mstep: Class 5 contains 3167 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 2311 members 
Mstep: Class 8 contains 4081 members 
Mstep: Class 9 contains 7260 members 
Mstep: Class 11 contains 8931 members 
Mstep: Class 12 contains 4535 members 
Mstep: Class 13 contains 35845 members 
Mstep: Class 14 contains 257748 members 
Mstep: Class 15 contains 13341 members 
Mstep: Class 16 contains 2736 members 
Mstep: Class 19 contains 2166 members 
Mstep: Class 20 contains 74510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153988.000000 Penalty: 33916.507812
Iteration 389Q: 17 clusters Score -2.315399e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 3 contains 11574 members 
Mstep: Class 4 contains 17255 members 
Mstep: Class 5 contains 3165 members 
Mstep: Class 6 contains 2597 members 
Mstep: Class 7 contains 2309 members 
Mstep: Class 8 contains 4077 members 
Mstep: Class 9 contains 7277 members 
Mstep: Class 11 contains 8930 members 
Mstep: Class 12 contains 4512 members 
Mstep: Class 13 contains 35845 members 
Mstep: Class 14 contains 258319 members 
Mstep: Class 15 contains 13341 members 
Mstep: Class 16 contains 2737 members 
Mstep: Class 19 contains 2165 members 
Mstep: Class 20 contains 73896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153962.000000 Penalty: 33916.507812
Iteration 390Q: 17 clusters Score -2.315396e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 3 contains 11590 members 
Mstep: Class 4 contains 17285 members 
Mstep: Class 5 contains 3163 members 
Mstep: Class 6 contains 2576 members 
Mstep: Class 7 contains 2307 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 7289 members 
Mstep: Class 11 contains 8925 members 
Mstep: Class 12 contains 4483 members 
Mstep: Class 13 contains 35841 members 
Mstep: Class 14 contains 258937 members 
Mstep: Class 15 contains 13338 members 
Mstep: Class 16 contains 2734 members 
Mstep: Class 19 contains 2167 members 
Mstep: Class 20 contains 73283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154038.000000 Penalty: 33916.507812
Iteration 391Q: 17 clusters Score -2.315404e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 3 contains 11602 members 
Mstep: Class 4 contains 17308 members 
Mstep: Class 5 contains 3161 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 2307 members 
Mstep: Class 8 contains 4067 members 
Mstep: Class 9 contains 7314 members 
Mstep: Class 11 contains 8921 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 35834 members 
Mstep: Class 14 contains 259555 members 
Mstep: Class 15 contains 13334 members 
Mstep: Class 16 contains 2730 members 
Mstep: Class 19 contains 2168 members 
Mstep: Class 20 contains 72657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154172.000000 Penalty: 33916.507812
Iteration 392Q: 17 clusters Score -2.315417e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 3 contains 11614 members 
Mstep: Class 4 contains 17317 members 
Mstep: Class 5 contains 3157 members 
Mstep: Class 6 contains 2549 members 
Mstep: Class 7 contains 2307 members 
Mstep: Class 8 contains 4060 members 
Mstep: Class 9 contains 7342 members 
Mstep: Class 11 contains 8913 members 
Mstep: Class 12 contains 4444 members 
Mstep: Class 13 contains 35831 members 
Mstep: Class 14 contains 260162 members 
Mstep: Class 15 contains 13333 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 19 contains 2167 members 
Mstep: Class 20 contains 72059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154192.000000 Penalty: 33916.507812
Iteration 393Q: 17 clusters Score -2.315419e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 3 contains 11624 members 
Mstep: Class 4 contains 17344 members 
Mstep: Class 5 contains 3155 members 
Mstep: Class 6 contains 2532 members 
Mstep: Class 7 contains 2307 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 7382 members 
Mstep: Class 11 contains 8910 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 35826 members 
Mstep: Class 14 contains 260749 members 
Mstep: Class 15 contains 13307 members 
Mstep: Class 16 contains 2729 members 
Mstep: Class 19 contains 2169 members 
Mstep: Class 20 contains 71470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154314.000000 Penalty: 33916.507812
Iteration 394Q: 17 clusters Score -2.315431e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 3 contains 11639 members 
Mstep: Class 4 contains 17339 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 2307 members 
Mstep: Class 8 contains 4055 members 
Mstep: Class 9 contains 7417 members 
Mstep: Class 11 contains 8913 members 
Mstep: Class 12 contains 4392 members 
Mstep: Class 13 contains 35817 members 
Mstep: Class 14 contains 261356 members 
Mstep: Class 15 contains 13270 members 
Mstep: Class 16 contains 2733 members 
Mstep: Class 19 contains 2172 members 
Mstep: Class 20 contains 70895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154416.000000 Penalty: 33916.507812
Iteration 395Q: 17 clusters Score -2.315442e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 3 contains 11659 members 
Mstep: Class 4 contains 17326 members 
Mstep: Class 5 contains 3157 members 
Mstep: Class 6 contains 2499 members 
Mstep: Class 7 contains 2306 members 
Mstep: Class 8 contains 4053 members 
Mstep: Class 9 contains 7456 members 
Mstep: Class 11 contains 8912 members 
Mstep: Class 12 contains 4359 members 
Mstep: Class 13 contains 35801 members 
Mstep: Class 14 contains 261946 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 2729 members 
Mstep: Class 19 contains 2174 members 
Mstep: Class 20 contains 70350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154520.000000 Penalty: 33916.507812
Iteration 396Q: 17 clusters Score -2.315452e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 3 contains 11664 members 
Mstep: Class 4 contains 17316 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 2492 members 
Mstep: Class 7 contains 2304 members 
Mstep: Class 8 contains 4054 members 
Mstep: Class 9 contains 7485 members 
Mstep: Class 11 contains 8908 members 
Mstep: Class 12 contains 4325 members 
Mstep: Class 13 contains 35784 members 
Mstep: Class 14 contains 262588 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 2726 members 
Mstep: Class 19 contains 2171 members 
Mstep: Class 20 contains 69798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154648.000000 Penalty: 33916.507812
Iteration 397Q: 17 clusters Score -2.315465e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 3 contains 11669 members 
Mstep: Class 4 contains 17296 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 2485 members 
Mstep: Class 7 contains 2305 members 
Mstep: Class 8 contains 4054 members 
Mstep: Class 9 contains 7501 members 
Mstep: Class 11 contains 8908 members 
Mstep: Class 12 contains 4287 members 
Mstep: Class 13 contains 35767 members 
Mstep: Class 14 contains 263205 members 
Mstep: Class 15 contains 13122 members 
Mstep: Class 16 contains 2723 members 
Mstep: Class 19 contains 2176 members 
Mstep: Class 20 contains 69282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154670.000000 Penalty: 33916.507812
Iteration 398Q: 17 clusters Score -2.315467e+07 nChanged 892
Entering ConstructFrom: 
Score: -23154670.000000 Penalty: 33916.507812
Entering ConstructFrom: 
Trying to split cluster 1 (14754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Entering Unmasked Estep 
Score: -797957.187500 Penalty: 1559.881348
	Iteration 0F: 2 clusters Score -797957.2 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 7477 members 
Entering Unmasked Estep 
Score: -787682.625000 Penalty: 3119.762695
	Iteration 0F: 3 clusters Score -787682.6 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -791298.437500 Penalty: 3119.762695
	Iteration 1F: 3 clusters Score -791298.4 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -791562.187500 Penalty: 3119.762695
	Iteration 2Q: 3 clusters Score -791562.2 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -791808.562500 Penalty: 3119.762695
	Iteration 3Q: 3 clusters Score -791808.6 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -792029.875000 Penalty: 3119.762695
	Iteration 4Q: 3 clusters Score -792029.9 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -792292.375000 Penalty: 3119.762695
	Iteration 5Q: 3 clusters Score -792292.4 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -792611.125000 Penalty: 3119.762695
	Iteration 6Q: 3 clusters Score -792611.1 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -793093.500000 Penalty: 3119.762695
	Iteration 7F: 3 clusters Score -793093.5 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -793731.000000 Penalty: 3119.762695
	Iteration 8F: 3 clusters Score -793731 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -794502.937500 Penalty: 3119.762695
	Iteration 9F: 3 clusters Score -794502.9 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -795250.437500 Penalty: 3119.762695
	Iteration 10F: 3 clusters Score -795250.4 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -795811.687500 Penalty: 3119.762695
	Iteration 11Q: 3 clusters Score -795811.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -796150.687500 Penalty: 3119.762695
	Iteration 12Q: 3 clusters Score -796150.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -796337.062500 Penalty: 3119.762695
	Iteration 13Q: 3 clusters Score -796337.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -796446.125000 Penalty: 3119.762695
	Iteration 14Q: 3 clusters Score -796446.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -796518.937500 Penalty: 3119.762695
	Iteration 15Q: 3 clusters Score -796518.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -796559.500000 Penalty: 3119.762695
	Iteration 16Q: 3 clusters Score -796559.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -796589.312500 Penalty: 3119.762695
	Iteration 17Q: 3 clusters Score -796589.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -796602.937500 Penalty: 3119.762695
	Iteration 18Q: 3 clusters Score -796602.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -796620.187500 Penalty: 3119.762695
	Iteration 19Q: 3 clusters Score -796620.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -796632.625000 Penalty: 3119.762695
	Iteration 20F: 3 clusters Score -796632.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -796639.062500 Penalty: 3119.762695
	Iteration 21Q: 3 clusters Score -796639.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -796645.187500 Penalty: 3119.762695
	Iteration 22Q: 3 clusters Score -796645.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -796654.187500 Penalty: 3119.762695
	Iteration 23Q: 3 clusters Score -796654.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -796662.000000 Penalty: 3119.762695
	Iteration 24Q: 3 clusters Score -796662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -796673.875000 Penalty: 3119.762695
	Iteration 25Q: 3 clusters Score -796673.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -796683.562500 Penalty: 3119.762695
	Iteration 26Q: 3 clusters Score -796683.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -796693.000000 Penalty: 3119.762695
	Iteration 27Q: 3 clusters Score -796693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -796705.312500 Penalty: 3119.762695
	Iteration 28Q: 3 clusters Score -796705.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -796711.812500 Penalty: 3119.762695
	Iteration 29Q: 3 clusters Score -796711.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -796715.437500 Penalty: 3119.762695
	Iteration 30Q: 3 clusters Score -796715.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -796716.875000 Penalty: 3119.762695
	Iteration 31Q: 3 clusters Score -796716.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -796718.187500 Penalty: 3119.762695
	Iteration 32Q: 3 clusters Score -796718.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -796721.687500 Penalty: 3119.762695
	Iteration 33Q: 3 clusters Score -796721.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -796724.312500 Penalty: 3119.762695
	Iteration 34Q: 3 clusters Score -796724.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -796725.812500 Penalty: 3119.762695
	Iteration 35Q: 3 clusters Score -796725.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -796728.125000 Penalty: 3119.762695
	Iteration 36Q: 3 clusters Score -796728.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -796730.937500 Penalty: 3119.762695
	Iteration 37Q: 3 clusters Score -796730.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -796730.937500 Penalty: 3119.762695
	Iteration 38F: 3 clusters Score -796730.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Entering Unmasked Estep 
Score: -574429.812500 Penalty: 1521.859741
	Iteration 0F: 2 clusters Score -574429.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -566105.062500 Penalty: 3043.719482
	Iteration 0F: 3 clusters Score -566105.1 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -569861.812500 Penalty: 3043.719482
	Iteration 1F: 3 clusters Score -569861.8 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -571478.937500 Penalty: 3043.719482
	Iteration 2F: 3 clusters Score -571478.9 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -573206.375000 Penalty: 3043.719482
	Iteration 3F: 3 clusters Score -573206.4 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -574283.187500 Penalty: 3043.719482
	Iteration 4F: 3 clusters Score -574283.2 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -574768.875000 Penalty: 3043.719482
	Iteration 5F: 3 clusters Score -574768.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -574949.125000 Penalty: 3043.719482
	Iteration 6Q: 3 clusters Score -574949.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -575045.687500 Penalty: 3043.719482
	Iteration 7Q: 3 clusters Score -575045.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -575105.875000 Penalty: 3043.719482
	Iteration 8Q: 3 clusters Score -575105.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -575150.625000 Penalty: 3043.719482
	Iteration 9Q: 3 clusters Score -575150.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -575178.187500 Penalty: 3043.719482
	Iteration 10Q: 3 clusters Score -575178.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -575194.625000 Penalty: 3043.719482
	Iteration 11Q: 3 clusters Score -575194.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -575207.875000 Penalty: 3043.719482
	Iteration 12Q: 3 clusters Score -575207.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -575219.812500 Penalty: 3043.719482
	Iteration 13Q: 3 clusters Score -575219.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -575228.250000 Penalty: 3043.719482
	Iteration 14Q: 3 clusters Score -575228.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -575235.812500 Penalty: 3043.719482
	Iteration 15Q: 3 clusters Score -575235.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -575243.750000 Penalty: 3043.719482
	Iteration 16Q: 3 clusters Score -575243.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -575247.562500 Penalty: 3043.719482
	Iteration 17Q: 3 clusters Score -575247.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -575251.062500 Penalty: 3043.719482
	Iteration 18Q: 3 clusters Score -575251.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -575250.125000 Penalty: 3043.719482
	Iteration 19Q: 3 clusters Score -575250.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -575250.500000 Penalty: 3043.719482
	Iteration 20F: 3 clusters Score -575250.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 1304 members 
Mstep: Class 3 contains 10372 members 
Mstep: Class 4 contains 17270 members 
Mstep: Class 5 contains 3155 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 2306 members 
Mstep: Class 8 contains 4054 members 
Mstep: Class 9 contains 7514 members 
Mstep: Class 11 contains 8908 members 
Mstep: Class 12 contains 4260 members 
Mstep: Class 13 contains 35756 members 
Mstep: Class 14 contains 263826 members 
Mstep: Class 15 contains 13066 members 
Mstep: Class 16 contains 2729 members 
Mstep: Class 19 contains 2179 members 
Mstep: Class 20 contains 68759 members 
Entering Unmasked Estep 
Score: -23154876.000000 Penalty: 36036.289062
Splitting cluster 3 changes total score from -23154670.000000 to -23154876.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 4 (17270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Entering Unmasked Estep 
Score: -946125.625000 Penalty: 1585.468018
	Iteration 0F: 2 clusters Score -946125.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -934298.562500 Penalty: 3170.936035
	Iteration 0F: 3 clusters Score -934298.6 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -938404.875000 Penalty: 3170.936035
	Iteration 1F: 3 clusters Score -938404.9 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -938700.062500 Penalty: 3170.936035
	Iteration 2Q: 3 clusters Score -938700.1 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -938996.812500 Penalty: 3170.936035
	Iteration 3Q: 3 clusters Score -938996.8 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -939290.000000 Penalty: 3170.936035
	Iteration 4Q: 3 clusters Score -939290 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -939583.687500 Penalty: 3170.936035
	Iteration 5Q: 3 clusters Score -939583.7 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -939907.250000 Penalty: 3170.936035
	Iteration 6Q: 3 clusters Score -939907.2 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -940301.625000 Penalty: 3170.936035
	Iteration 7Q: 3 clusters Score -940301.6 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -940853.250000 Penalty: 3170.936035
	Iteration 8Q: 3 clusters Score -940853.2 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -941444.875000 Penalty: 3170.936035
	Iteration 9F: 3 clusters Score -941444.9 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -941965.250000 Penalty: 3170.936035
	Iteration 10Q: 3 clusters Score -941965.2 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -942285.062500 Penalty: 3170.936035
	Iteration 11Q: 3 clusters Score -942285.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -942452.750000 Penalty: 3170.936035
	Iteration 12Q: 3 clusters Score -942452.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -942532.500000 Penalty: 3170.936035
	Iteration 13Q: 3 clusters Score -942532.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -942585.500000 Penalty: 3170.936035
	Iteration 14Q: 3 clusters Score -942585.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -942624.937500 Penalty: 3170.936035
	Iteration 15Q: 3 clusters Score -942624.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -942653.750000 Penalty: 3170.936035
	Iteration 16Q: 3 clusters Score -942653.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -942686.937500 Penalty: 3170.936035
	Iteration 17Q: 3 clusters Score -942686.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -942720.062500 Penalty: 3170.936035
	Iteration 18Q: 3 clusters Score -942720.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -942757.687500 Penalty: 3170.936035
	Iteration 19Q: 3 clusters Score -942757.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -942790.500000 Penalty: 3170.936035
	Iteration 20F: 3 clusters Score -942790.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -942832.437500 Penalty: 3170.936035
	Iteration 21Q: 3 clusters Score -942832.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -942877.937500 Penalty: 3170.936035
	Iteration 22Q: 3 clusters Score -942877.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -942932.062500 Penalty: 3170.936035
	Iteration 23Q: 3 clusters Score -942932.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -942986.875000 Penalty: 3170.936035
	Iteration 24Q: 3 clusters Score -942986.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -943049.250000 Penalty: 3170.936035
	Iteration 25Q: 3 clusters Score -943049.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -943123.250000 Penalty: 3170.936035
	Iteration 26Q: 3 clusters Score -943123.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -943184.625000 Penalty: 3170.936035
	Iteration 27Q: 3 clusters Score -943184.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -943245.250000 Penalty: 3170.936035
	Iteration 28Q: 3 clusters Score -943245.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -943303.562500 Penalty: 3170.936035
	Iteration 29Q: 3 clusters Score -943303.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -943365.437500 Penalty: 3170.936035
	Iteration 30Q: 3 clusters Score -943365.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -943441.500000 Penalty: 3170.936035
	Iteration 31Q: 3 clusters Score -943441.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -943514.062500 Penalty: 3170.936035
	Iteration 32Q: 3 clusters Score -943514.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -943592.687500 Penalty: 3170.936035
	Iteration 33Q: 3 clusters Score -943592.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -943676.375000 Penalty: 3170.936035
	Iteration 34Q: 3 clusters Score -943676.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -943749.062500 Penalty: 3170.936035
	Iteration 35Q: 3 clusters Score -943749.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -943826.562500 Penalty: 3170.936035
	Iteration 36Q: 3 clusters Score -943826.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -943894.312500 Penalty: 3170.936035
	Iteration 37Q: 3 clusters Score -943894.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -943950.562500 Penalty: 3170.936035
	Iteration 38Q: 3 clusters Score -943950.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -944005.625000 Penalty: 3170.936035
	Iteration 39Q: 3 clusters Score -944005.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -944057.500000 Penalty: 3170.936035
	Iteration 40F: 3 clusters Score -944057.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -944112.625000 Penalty: 3170.936035
	Iteration 41Q: 3 clusters Score -944112.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -944158.937500 Penalty: 3170.936035
	Iteration 42Q: 3 clusters Score -944158.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -944205.812500 Penalty: 3170.936035
	Iteration 43Q: 3 clusters Score -944205.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -944244.250000 Penalty: 3170.936035
	Iteration 44Q: 3 clusters Score -944244.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -944276.062500 Penalty: 3170.936035
	Iteration 45Q: 3 clusters Score -944276.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -944313.250000 Penalty: 3170.936035
	Iteration 46Q: 3 clusters Score -944313.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -944351.000000 Penalty: 3170.936035
	Iteration 47Q: 3 clusters Score -944351 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -944387.812500 Penalty: 3170.936035
	Iteration 48Q: 3 clusters Score -944387.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -944416.500000 Penalty: 3170.936035
	Iteration 49Q: 3 clusters Score -944416.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -944438.062500 Penalty: 3170.936035
	Iteration 50Q: 3 clusters Score -944438.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -944460.125000 Penalty: 3170.936035
	Iteration 51Q: 3 clusters Score -944460.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -944484.062500 Penalty: 3170.936035
	Iteration 52Q: 3 clusters Score -944484.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -944501.125000 Penalty: 3170.936035
	Iteration 53Q: 3 clusters Score -944501.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -944520.625000 Penalty: 3170.936035
	Iteration 54Q: 3 clusters Score -944520.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -944534.500000 Penalty: 3170.936035
	Iteration 55Q: 3 clusters Score -944534.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -944555.000000 Penalty: 3170.936035
	Iteration 56Q: 3 clusters Score -944555 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -944565.187500 Penalty: 3170.936035
	Iteration 57Q: 3 clusters Score -944565.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -944583.437500 Penalty: 3170.936035
	Iteration 58Q: 3 clusters Score -944583.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -944594.625000 Penalty: 3170.936035
	Iteration 59Q: 3 clusters Score -944594.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -944606.812500 Penalty: 3170.936035
	Iteration 60F: 3 clusters Score -944606.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -944621.625000 Penalty: 3170.936035
	Iteration 61Q: 3 clusters Score -944621.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -944635.250000 Penalty: 3170.936035
	Iteration 62Q: 3 clusters Score -944635.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -944642.687500 Penalty: 3170.936035
	Iteration 63Q: 3 clusters Score -944642.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -944653.312500 Penalty: 3170.936035
	Iteration 64Q: 3 clusters Score -944653.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -944668.562500 Penalty: 3170.936035
	Iteration 65Q: 3 clusters Score -944668.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -944679.375000 Penalty: 3170.936035
	Iteration 66Q: 3 clusters Score -944679.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -944693.437500 Penalty: 3170.936035
	Iteration 67Q: 3 clusters Score -944693.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -944705.187500 Penalty: 3170.936035
	Iteration 68Q: 3 clusters Score -944705.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -944712.437500 Penalty: 3170.936035
	Iteration 69Q: 3 clusters Score -944712.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -944720.625000 Penalty: 3170.936035
	Iteration 70Q: 3 clusters Score -944720.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -944722.687500 Penalty: 3170.936035
	Iteration 71Q: 3 clusters Score -944722.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -944726.750000 Penalty: 3170.936035
	Iteration 72Q: 3 clusters Score -944726.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -944725.437500 Penalty: 3170.936035
	Iteration 73Q: 3 clusters Score -944725.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -944727.125000 Penalty: 3170.936035
	Iteration 74Q: 3 clusters Score -944727.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -944725.250000 Penalty: 3170.936035
	Iteration 75Q: 3 clusters Score -944725.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -944728.437500 Penalty: 3170.936035
	Iteration 76Q: 3 clusters Score -944728.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -944729.125000 Penalty: 3170.936035
	Iteration 77Q: 3 clusters Score -944729.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -944728.562500 Penalty: 3170.936035
	Iteration 78Q: 3 clusters Score -944728.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -944731.375000 Penalty: 3170.936035
	Iteration 79Q: 3 clusters Score -944731.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -944730.687500 Penalty: 3170.936035
	Iteration 80F: 3 clusters Score -944730.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -944730.687500 Penalty: 3170.936035
	Iteration 81Q: 3 clusters Score -944730.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -944728.937500 Penalty: 3170.936035
	Iteration 82Q: 3 clusters Score -944728.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -944730.062500 Penalty: 3170.936035
	Iteration 83Q: 3 clusters Score -944730.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -944730.062500 Penalty: 3170.936035
	Iteration 84F: 3 clusters Score -944730.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Entering Unmasked Estep 
Score: -165077.359375 Penalty: 1309.220825
	Iteration 0F: 2 clusters Score -165077.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -162232.750000 Penalty: 2618.441650
	Iteration 0F: 3 clusters Score -162232.8 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -162887.765625 Penalty: 2618.441650
	Iteration 1F: 3 clusters Score -162887.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -163011.859375 Penalty: 2618.441650
	Iteration 2F: 3 clusters Score -163011.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -163086.281250 Penalty: 2618.441650
	Iteration 3Q: 3 clusters Score -163086.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -163149.046875 Penalty: 2618.441650
	Iteration 4Q: 3 clusters Score -163149 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -163215.718750 Penalty: 2618.441650
	Iteration 5Q: 3 clusters Score -163215.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -163285.671875 Penalty: 2618.441650
	Iteration 6Q: 3 clusters Score -163285.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -163338.531250 Penalty: 2618.441650
	Iteration 7Q: 3 clusters Score -163338.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -163400.265625 Penalty: 2618.441650
	Iteration 8Q: 3 clusters Score -163400.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -163458.406250 Penalty: 2618.441650
	Iteration 9Q: 3 clusters Score -163458.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -163517.750000 Penalty: 2618.441650
	Iteration 10Q: 3 clusters Score -163517.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -163575.750000 Penalty: 2618.441650
	Iteration 11Q: 3 clusters Score -163575.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -163634.046875 Penalty: 2618.441650
	Iteration 12Q: 3 clusters Score -163634 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -163687.281250 Penalty: 2618.441650
	Iteration 13Q: 3 clusters Score -163687.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -163725.109375 Penalty: 2618.441650
	Iteration 14Q: 3 clusters Score -163725.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -163756.203125 Penalty: 2618.441650
	Iteration 15Q: 3 clusters Score -163756.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -163785.406250 Penalty: 2618.441650
	Iteration 16Q: 3 clusters Score -163785.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -163807.984375 Penalty: 2618.441650
	Iteration 17Q: 3 clusters Score -163808 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -163832.828125 Penalty: 2618.441650
	Iteration 18Q: 3 clusters Score -163832.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -163857.687500 Penalty: 2618.441650
	Iteration 19Q: 3 clusters Score -163857.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -163879.453125 Penalty: 2618.441650
	Iteration 20F: 3 clusters Score -163879.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -163904.390625 Penalty: 2618.441650
	Iteration 21Q: 3 clusters Score -163904.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -163924.578125 Penalty: 2618.441650
	Iteration 22Q: 3 clusters Score -163924.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -163941.968750 Penalty: 2618.441650
	Iteration 23Q: 3 clusters Score -163942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -163951.500000 Penalty: 2618.441650
	Iteration 24Q: 3 clusters Score -163951.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -163960.203125 Penalty: 2618.441650
	Iteration 25Q: 3 clusters Score -163960.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -163967.093750 Penalty: 2618.441650
	Iteration 26Q: 3 clusters Score -163967.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -163972.484375 Penalty: 2618.441650
	Iteration 27Q: 3 clusters Score -163972.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -163978.000000 Penalty: 2618.441650
	Iteration 28Q: 3 clusters Score -163978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -163982.562500 Penalty: 2618.441650
	Iteration 29Q: 3 clusters Score -163982.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -163986.000000 Penalty: 2618.441650
	Iteration 30Q: 3 clusters Score -163986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -163988.562500 Penalty: 2618.441650
	Iteration 31Q: 3 clusters Score -163988.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -163991.843750 Penalty: 2618.441650
	Iteration 32Q: 3 clusters Score -163991.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -163994.437500 Penalty: 2618.441650
	Iteration 33Q: 3 clusters Score -163994.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -163995.203125 Penalty: 2618.441650
	Iteration 34Q: 3 clusters Score -163995.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -163995.203125 Penalty: 2618.441650
	Iteration 35F: 3 clusters Score -163995.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Entering Unmasked Estep 
Score: -133614.125000 Penalty: 1269.839966
	Iteration 0F: 2 clusters Score -133614.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -131239.671875 Penalty: 2539.679932
	Iteration 0F: 3 clusters Score -131239.7 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -131797.437500 Penalty: 2539.679932
	Iteration 1F: 3 clusters Score -131797.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -131924.500000 Penalty: 2539.679932
	Iteration 2F: 3 clusters Score -131924.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -131986.593750 Penalty: 2539.679932
	Iteration 3Q: 3 clusters Score -131986.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -132016.500000 Penalty: 2539.679932
	Iteration 4Q: 3 clusters Score -132016.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -132036.312500 Penalty: 2539.679932
	Iteration 5Q: 3 clusters Score -132036.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -132046.437500 Penalty: 2539.679932
	Iteration 6Q: 3 clusters Score -132046.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -132054.437500 Penalty: 2539.679932
	Iteration 7Q: 3 clusters Score -132054.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -132058.484375 Penalty: 2539.679932
	Iteration 8Q: 3 clusters Score -132058.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -132060.781250 Penalty: 2539.679932
	Iteration 9Q: 3 clusters Score -132060.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -132063.171875 Penalty: 2539.679932
	Iteration 10Q: 3 clusters Score -132063.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -132065.484375 Penalty: 2539.679932
	Iteration 11Q: 3 clusters Score -132065.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -132065.656250 Penalty: 2539.679932
	Iteration 12Q: 3 clusters Score -132065.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -132066.000000 Penalty: 2539.679932
	Iteration 13Q: 3 clusters Score -132066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -132066.437500 Penalty: 2539.679932
	Iteration 14Q: 3 clusters Score -132066.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -132066.828125 Penalty: 2539.679932
	Iteration 15Q: 3 clusters Score -132066.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -132067.187500 Penalty: 2539.679932
	Iteration 16Q: 3 clusters Score -132067.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -132067.187500 Penalty: 2539.679932
	Iteration 17F: 3 clusters Score -132067.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Entering Unmasked Estep 
Score: -108361.859375 Penalty: 1258.281372
	Iteration 0F: 2 clusters Score -108361.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -106070.781250 Penalty: 2516.562744
	Iteration 0F: 3 clusters Score -106070.8 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -106533.914062 Penalty: 2516.562744
	Iteration 1F: 3 clusters Score -106533.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -106655.781250 Penalty: 2516.562744
	Iteration 2F: 3 clusters Score -106655.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -106746.828125 Penalty: 2516.562744
	Iteration 3F: 3 clusters Score -106746.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -106812.187500 Penalty: 2516.562744
	Iteration 4Q: 3 clusters Score -106812.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -106859.835938 Penalty: 2516.562744
	Iteration 5Q: 3 clusters Score -106859.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -106898.390625 Penalty: 2516.562744
	Iteration 6Q: 3 clusters Score -106898.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -106924.734375 Penalty: 2516.562744
	Iteration 7Q: 3 clusters Score -106924.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -106948.578125 Penalty: 2516.562744
	Iteration 8Q: 3 clusters Score -106948.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -106965.140625 Penalty: 2516.562744
	Iteration 9Q: 3 clusters Score -106965.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -106977.929688 Penalty: 2516.562744
	Iteration 10Q: 3 clusters Score -106977.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -106990.546875 Penalty: 2516.562744
	Iteration 11Q: 3 clusters Score -106990.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -107001.007812 Penalty: 2516.562744
	Iteration 12Q: 3 clusters Score -107001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -107015.156250 Penalty: 2516.562744
	Iteration 13Q: 3 clusters Score -107015.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -107028.007812 Penalty: 2516.562744
	Iteration 14Q: 3 clusters Score -107028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -107036.820312 Penalty: 2516.562744
	Iteration 15Q: 3 clusters Score -107036.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -107050.179688 Penalty: 2516.562744
	Iteration 16Q: 3 clusters Score -107050.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -107066.203125 Penalty: 2516.562744
	Iteration 17Q: 3 clusters Score -107066.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -107083.195312 Penalty: 2516.562744
	Iteration 18Q: 3 clusters Score -107083.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -107100.898438 Penalty: 2516.562744
	Iteration 19Q: 3 clusters Score -107100.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -107119.742188 Penalty: 2516.562744
	Iteration 20F: 3 clusters Score -107119.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -107132.851562 Penalty: 2516.562744
	Iteration 21Q: 3 clusters Score -107132.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -107147.734375 Penalty: 2516.562744
	Iteration 22Q: 3 clusters Score -107147.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -107159.039062 Penalty: 2516.562744
	Iteration 23Q: 3 clusters Score -107159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -107166.257812 Penalty: 2516.562744
	Iteration 24Q: 3 clusters Score -107166.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -107176.320312 Penalty: 2516.562744
	Iteration 25Q: 3 clusters Score -107176.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -107181.648438 Penalty: 2516.562744
	Iteration 26Q: 3 clusters Score -107181.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -107185.640625 Penalty: 2516.562744
	Iteration 27Q: 3 clusters Score -107185.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -107188.023438 Penalty: 2516.562744
	Iteration 28Q: 3 clusters Score -107188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -107190.859375 Penalty: 2516.562744
	Iteration 29Q: 3 clusters Score -107190.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -107193.390625 Penalty: 2516.562744
	Iteration 30Q: 3 clusters Score -107193.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -107195.609375 Penalty: 2516.562744
	Iteration 31Q: 3 clusters Score -107195.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -107198.164062 Penalty: 2516.562744
	Iteration 32Q: 3 clusters Score -107198.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -107199.773438 Penalty: 2516.562744
	Iteration 33Q: 3 clusters Score -107199.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -107200.625000 Penalty: 2516.562744
	Iteration 34Q: 3 clusters Score -107200.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -107201.351562 Penalty: 2516.562744
	Iteration 35Q: 3 clusters Score -107201.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -107201.796875 Penalty: 2516.562744
	Iteration 36Q: 3 clusters Score -107201.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -107202.343750 Penalty: 2516.562744
	Iteration 37Q: 3 clusters Score -107202.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -107203.296875 Penalty: 2516.562744
	Iteration 38Q: 3 clusters Score -107203.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -107204.085938 Penalty: 2516.562744
	Iteration 39Q: 3 clusters Score -107204.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -107206.375000 Penalty: 2516.562744
	Iteration 40F: 3 clusters Score -107206.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -107207.953125 Penalty: 2516.562744
	Iteration 41Q: 3 clusters Score -107208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -107208.679688 Penalty: 2516.562744
	Iteration 42Q: 3 clusters Score -107208.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -107208.679688 Penalty: 2516.562744
	Iteration 43F: 3 clusters Score -107208.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Entering Unmasked Estep 
Score: -206523.046875 Penalty: 1349.962036
	Iteration 0F: 2 clusters Score -206523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -203124.890625 Penalty: 2699.924072
	Iteration 0F: 3 clusters Score -203124.9 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -203963.796875 Penalty: 2699.924072
	Iteration 1F: 3 clusters Score -203963.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -204077.187500 Penalty: 2699.924072
	Iteration 2F: 3 clusters Score -204077.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -204149.593750 Penalty: 2699.924072
	Iteration 3Q: 3 clusters Score -204149.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -204199.968750 Penalty: 2699.924072
	Iteration 4Q: 3 clusters Score -204200 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -204241.281250 Penalty: 2699.924072
	Iteration 5Q: 3 clusters Score -204241.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -204282.187500 Penalty: 2699.924072
	Iteration 6Q: 3 clusters Score -204282.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -204316.750000 Penalty: 2699.924072
	Iteration 7Q: 3 clusters Score -204316.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -204350.593750 Penalty: 2699.924072
	Iteration 8Q: 3 clusters Score -204350.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -204396.296875 Penalty: 2699.924072
	Iteration 9Q: 3 clusters Score -204396.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -204434.031250 Penalty: 2699.924072
	Iteration 10Q: 3 clusters Score -204434 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -204464.890625 Penalty: 2699.924072
	Iteration 11Q: 3 clusters Score -204464.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -204500.328125 Penalty: 2699.924072
	Iteration 12Q: 3 clusters Score -204500.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -204540.703125 Penalty: 2699.924072
	Iteration 13Q: 3 clusters Score -204540.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -204583.562500 Penalty: 2699.924072
	Iteration 14Q: 3 clusters Score -204583.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -204635.718750 Penalty: 2699.924072
	Iteration 15Q: 3 clusters Score -204635.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -204693.328125 Penalty: 2699.924072
	Iteration 16Q: 3 clusters Score -204693.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -204770.359375 Penalty: 2699.924072
	Iteration 17Q: 3 clusters Score -204770.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -204838.953125 Penalty: 2699.924072
	Iteration 18Q: 3 clusters Score -204839 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -204902.968750 Penalty: 2699.924072
	Iteration 19Q: 3 clusters Score -204903 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -204954.468750 Penalty: 2699.924072
	Iteration 20F: 3 clusters Score -204954.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -205006.546875 Penalty: 2699.924072
	Iteration 21Q: 3 clusters Score -205006.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -205073.593750 Penalty: 2699.924072
	Iteration 22Q: 3 clusters Score -205073.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -205136.625000 Penalty: 2699.924072
	Iteration 23Q: 3 clusters Score -205136.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -205199.687500 Penalty: 2699.924072
	Iteration 24Q: 3 clusters Score -205199.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -205249.312500 Penalty: 2699.924072
	Iteration 25Q: 3 clusters Score -205249.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -205297.968750 Penalty: 2699.924072
	Iteration 26Q: 3 clusters Score -205298 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -205350.000000 Penalty: 2699.924072
	Iteration 27Q: 3 clusters Score -205350 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -205394.218750 Penalty: 2699.924072
	Iteration 28Q: 3 clusters Score -205394.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -205422.609375 Penalty: 2699.924072
	Iteration 29Q: 3 clusters Score -205422.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -205442.671875 Penalty: 2699.924072
	Iteration 30Q: 3 clusters Score -205442.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -205466.046875 Penalty: 2699.924072
	Iteration 31Q: 3 clusters Score -205466 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -205483.140625 Penalty: 2699.924072
	Iteration 32Q: 3 clusters Score -205483.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -205493.250000 Penalty: 2699.924072
	Iteration 33Q: 3 clusters Score -205493.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -205499.937500 Penalty: 2699.924072
	Iteration 34Q: 3 clusters Score -205499.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -205504.390625 Penalty: 2699.924072
	Iteration 35Q: 3 clusters Score -205504.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -205508.062500 Penalty: 2699.924072
	Iteration 36Q: 3 clusters Score -205508.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -205512.531250 Penalty: 2699.924072
	Iteration 37Q: 3 clusters Score -205512.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -205516.125000 Penalty: 2699.924072
	Iteration 38Q: 3 clusters Score -205516.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -205518.328125 Penalty: 2699.924072
	Iteration 39Q: 3 clusters Score -205518.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -205522.515625 Penalty: 2699.924072
	Iteration 40F: 3 clusters Score -205522.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -205527.640625 Penalty: 2699.924072
	Iteration 41Q: 3 clusters Score -205527.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -205531.140625 Penalty: 2699.924072
	Iteration 42Q: 3 clusters Score -205531.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -205534.859375 Penalty: 2699.924072
	Iteration 43Q: 3 clusters Score -205534.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -205536.468750 Penalty: 2699.924072
	Iteration 44Q: 3 clusters Score -205536.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -205537.343750 Penalty: 2699.924072
	Iteration 45Q: 3 clusters Score -205537.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -205537.875000 Penalty: 2699.924072
	Iteration 46Q: 3 clusters Score -205537.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -205537.875000 Penalty: 2699.924072
	Iteration 47F: 3 clusters Score -205537.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Entering Unmasked Estep 
Score: -397683.437500 Penalty: 1450.234985
	Iteration 0F: 2 clusters Score -397683.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -392109.812500 Penalty: 2900.469971
	Iteration 0F: 3 clusters Score -392109.8 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -393776.406250 Penalty: 2900.469971
	Iteration 1F: 3 clusters Score -393776.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -393992.812500 Penalty: 2900.469971
	Iteration 2F: 3 clusters Score -393992.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -394160.656250 Penalty: 2900.469971
	Iteration 3F: 3 clusters Score -394160.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -394304.406250 Penalty: 2900.469971
	Iteration 4Q: 3 clusters Score -394304.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -394441.031250 Penalty: 2900.469971
	Iteration 5Q: 3 clusters Score -394441 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -394583.781250 Penalty: 2900.469971
	Iteration 6Q: 3 clusters Score -394583.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -394716.093750 Penalty: 2900.469971
	Iteration 7Q: 3 clusters Score -394716.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -394836.125000 Penalty: 2900.469971
	Iteration 8Q: 3 clusters Score -394836.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -394979.781250 Penalty: 2900.469971
	Iteration 9Q: 3 clusters Score -394979.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -395109.812500 Penalty: 2900.469971
	Iteration 10Q: 3 clusters Score -395109.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -395218.875000 Penalty: 2900.469971
	Iteration 11Q: 3 clusters Score -395218.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -395298.375000 Penalty: 2900.469971
	Iteration 12Q: 3 clusters Score -395298.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -395372.718750 Penalty: 2900.469971
	Iteration 13Q: 3 clusters Score -395372.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -395441.281250 Penalty: 2900.469971
	Iteration 14Q: 3 clusters Score -395441.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -395496.156250 Penalty: 2900.469971
	Iteration 15Q: 3 clusters Score -395496.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -395536.656250 Penalty: 2900.469971
	Iteration 16Q: 3 clusters Score -395536.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -395564.937500 Penalty: 2900.469971
	Iteration 17Q: 3 clusters Score -395564.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -395583.093750 Penalty: 2900.469971
	Iteration 18Q: 3 clusters Score -395583.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -395594.718750 Penalty: 2900.469971
	Iteration 19Q: 3 clusters Score -395594.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -395609.250000 Penalty: 2900.469971
	Iteration 20F: 3 clusters Score -395609.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -395622.312500 Penalty: 2900.469971
	Iteration 21Q: 3 clusters Score -395622.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -395630.468750 Penalty: 2900.469971
	Iteration 22Q: 3 clusters Score -395630.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -395640.750000 Penalty: 2900.469971
	Iteration 23Q: 3 clusters Score -395640.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -395650.125000 Penalty: 2900.469971
	Iteration 24Q: 3 clusters Score -395650.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -395655.968750 Penalty: 2900.469971
	Iteration 25Q: 3 clusters Score -395656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -395661.312500 Penalty: 2900.469971
	Iteration 26Q: 3 clusters Score -395661.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -395665.968750 Penalty: 2900.469971
	Iteration 27Q: 3 clusters Score -395666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -395668.812500 Penalty: 2900.469971
	Iteration 28Q: 3 clusters Score -395668.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -395672.218750 Penalty: 2900.469971
	Iteration 29Q: 3 clusters Score -395672.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -395675.656250 Penalty: 2900.469971
	Iteration 30Q: 3 clusters Score -395675.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -395676.343750 Penalty: 2900.469971
	Iteration 31Q: 3 clusters Score -395676.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -395679.000000 Penalty: 2900.469971
	Iteration 32Q: 3 clusters Score -395679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -395682.625000 Penalty: 2900.469971
	Iteration 33Q: 3 clusters Score -395682.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -395684.125000 Penalty: 2900.469971
	Iteration 34Q: 3 clusters Score -395684.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -395685.656250 Penalty: 2900.469971
	Iteration 35Q: 3 clusters Score -395685.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -395687.906250 Penalty: 2900.469971
	Iteration 36Q: 3 clusters Score -395687.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -395688.468750 Penalty: 2900.469971
	Iteration 37Q: 3 clusters Score -395688.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -395689.968750 Penalty: 2900.469971
	Iteration 38Q: 3 clusters Score -395690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -395691.625000 Penalty: 2900.469971
	Iteration 39Q: 3 clusters Score -395691.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -395692.593750 Penalty: 2900.469971
	Iteration 40F: 3 clusters Score -395692.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -395693.406250 Penalty: 2900.469971
	Iteration 41Q: 3 clusters Score -395693.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -395694.031250 Penalty: 2900.469971
	Iteration 42Q: 3 clusters Score -395694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -395695.437500 Penalty: 2900.469971
	Iteration 43Q: 3 clusters Score -395695.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -395695.656250 Penalty: 2900.469971
	Iteration 44Q: 3 clusters Score -395695.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -395696.281250 Penalty: 2900.469971
	Iteration 45Q: 3 clusters Score -395696.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -395697.218750 Penalty: 2900.469971
	Iteration 46Q: 3 clusters Score -395697.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -395698.468750 Penalty: 2900.469971
	Iteration 47Q: 3 clusters Score -395698.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -395698.312500 Penalty: 2900.469971
	Iteration 48Q: 3 clusters Score -395698.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -395699.093750 Penalty: 2900.469971
	Iteration 49Q: 3 clusters Score -395699.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -395700.312500 Penalty: 2900.469971
	Iteration 50Q: 3 clusters Score -395700.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -395699.687500 Penalty: 2900.469971
	Iteration 51Q: 3 clusters Score -395699.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -395699.687500 Penalty: 2900.469971
	Iteration 52F: 3 clusters Score -395699.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Entering Unmasked Estep 
Score: -484220.093750 Penalty: 1477.889526
	Iteration 0F: 2 clusters Score -484220.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -477753.843750 Penalty: 2955.779053
	Iteration 0F: 3 clusters Score -477753.8 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -479786.906250 Penalty: 2955.779053
	Iteration 1F: 3 clusters Score -479786.9 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -479981.062500 Penalty: 2955.779053
	Iteration 2F: 3 clusters Score -479981.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -480109.937500 Penalty: 2955.779053
	Iteration 3Q: 3 clusters Score -480109.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -480197.968750 Penalty: 2955.779053
	Iteration 4Q: 3 clusters Score -480198 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -480266.843750 Penalty: 2955.779053
	Iteration 5Q: 3 clusters Score -480266.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -480331.593750 Penalty: 2955.779053
	Iteration 6Q: 3 clusters Score -480331.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -480402.718750 Penalty: 2955.779053
	Iteration 7Q: 3 clusters Score -480402.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -480476.312500 Penalty: 2955.779053
	Iteration 8Q: 3 clusters Score -480476.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -480554.718750 Penalty: 2955.779053
	Iteration 9Q: 3 clusters Score -480554.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -480639.750000 Penalty: 2955.779053
	Iteration 10Q: 3 clusters Score -480639.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -480741.218750 Penalty: 2955.779053
	Iteration 11Q: 3 clusters Score -480741.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -480877.218750 Penalty: 2955.779053
	Iteration 12Q: 3 clusters Score -480877.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -481047.593750 Penalty: 2955.779053
	Iteration 13Q: 3 clusters Score -481047.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -481229.125000 Penalty: 2955.779053
	Iteration 14Q: 3 clusters Score -481229.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -481426.906250 Penalty: 2955.779053
	Iteration 15Q: 3 clusters Score -481426.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -481624.843750 Penalty: 2955.779053
	Iteration 16Q: 3 clusters Score -481624.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -481765.281250 Penalty: 2955.779053
	Iteration 17Q: 3 clusters Score -481765.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -481836.968750 Penalty: 2955.779053
	Iteration 18Q: 3 clusters Score -481837 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -481875.281250 Penalty: 2955.779053
	Iteration 19Q: 3 clusters Score -481875.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -481902.187500 Penalty: 2955.779053
	Iteration 20F: 3 clusters Score -481902.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -481924.843750 Penalty: 2955.779053
	Iteration 21Q: 3 clusters Score -481924.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -481939.125000 Penalty: 2955.779053
	Iteration 22Q: 3 clusters Score -481939.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -481950.406250 Penalty: 2955.779053
	Iteration 23Q: 3 clusters Score -481950.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -481962.031250 Penalty: 2955.779053
	Iteration 24Q: 3 clusters Score -481962 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -481975.562500 Penalty: 2955.779053
	Iteration 25Q: 3 clusters Score -481975.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -481986.906250 Penalty: 2955.779053
	Iteration 26Q: 3 clusters Score -481986.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -481995.312500 Penalty: 2955.779053
	Iteration 27Q: 3 clusters Score -481995.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -482002.718750 Penalty: 2955.779053
	Iteration 28Q: 3 clusters Score -482002.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -482009.906250 Penalty: 2955.779053
	Iteration 29Q: 3 clusters Score -482009.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -482021.937500 Penalty: 2955.779053
	Iteration 30Q: 3 clusters Score -482021.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -482039.750000 Penalty: 2955.779053
	Iteration 31Q: 3 clusters Score -482039.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -482059.937500 Penalty: 2955.779053
	Iteration 32Q: 3 clusters Score -482059.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -482078.656250 Penalty: 2955.779053
	Iteration 33Q: 3 clusters Score -482078.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -482091.562500 Penalty: 2955.779053
	Iteration 34Q: 3 clusters Score -482091.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -482104.718750 Penalty: 2955.779053
	Iteration 35Q: 3 clusters Score -482104.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -482121.531250 Penalty: 2955.779053
	Iteration 36Q: 3 clusters Score -482121.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -482140.093750 Penalty: 2955.779053
	Iteration 37Q: 3 clusters Score -482140.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -482157.906250 Penalty: 2955.779053
	Iteration 38Q: 3 clusters Score -482157.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -482177.656250 Penalty: 2955.779053
	Iteration 39Q: 3 clusters Score -482177.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -482195.750000 Penalty: 2955.779053
	Iteration 40F: 3 clusters Score -482195.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -482210.093750 Penalty: 2955.779053
	Iteration 41Q: 3 clusters Score -482210.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -482222.687500 Penalty: 2955.779053
	Iteration 42Q: 3 clusters Score -482222.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -482234.406250 Penalty: 2955.779053
	Iteration 43Q: 3 clusters Score -482234.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -482247.500000 Penalty: 2955.779053
	Iteration 44Q: 3 clusters Score -482247.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -482256.437500 Penalty: 2955.779053
	Iteration 45Q: 3 clusters Score -482256.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -482264.625000 Penalty: 2955.779053
	Iteration 46Q: 3 clusters Score -482264.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -482272.812500 Penalty: 2955.779053
	Iteration 47Q: 3 clusters Score -482272.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -482283.312500 Penalty: 2955.779053
	Iteration 48Q: 3 clusters Score -482283.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -482295.343750 Penalty: 2955.779053
	Iteration 49Q: 3 clusters Score -482295.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -482306.062500 Penalty: 2955.779053
	Iteration 50Q: 3 clusters Score -482306.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -482317.343750 Penalty: 2955.779053
	Iteration 51Q: 3 clusters Score -482317.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -482331.625000 Penalty: 2955.779053
	Iteration 52Q: 3 clusters Score -482331.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -482345.250000 Penalty: 2955.779053
	Iteration 53Q: 3 clusters Score -482345.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -482359.156250 Penalty: 2955.779053
	Iteration 54Q: 3 clusters Score -482359.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -482374.375000 Penalty: 2955.779053
	Iteration 55Q: 3 clusters Score -482374.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -482391.156250 Penalty: 2955.779053
	Iteration 56Q: 3 clusters Score -482391.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -482415.093750 Penalty: 2955.779053
	Iteration 57Q: 3 clusters Score -482415.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -482445.718750 Penalty: 2955.779053
	Iteration 58Q: 3 clusters Score -482445.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -482479.250000 Penalty: 2955.779053
	Iteration 59Q: 3 clusters Score -482479.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -482515.656250 Penalty: 2955.779053
	Iteration 60F: 3 clusters Score -482515.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -482543.593750 Penalty: 2955.779053
	Iteration 61Q: 3 clusters Score -482543.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -482572.093750 Penalty: 2955.779053
	Iteration 62Q: 3 clusters Score -482572.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -482593.062500 Penalty: 2955.779053
	Iteration 63Q: 3 clusters Score -482593.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -482611.906250 Penalty: 2955.779053
	Iteration 64Q: 3 clusters Score -482611.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -482627.093750 Penalty: 2955.779053
	Iteration 65Q: 3 clusters Score -482627.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -482644.718750 Penalty: 2955.779053
	Iteration 66Q: 3 clusters Score -482644.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -482660.750000 Penalty: 2955.779053
	Iteration 67Q: 3 clusters Score -482660.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -482676.812500 Penalty: 2955.779053
	Iteration 68Q: 3 clusters Score -482676.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -482691.156250 Penalty: 2955.779053
	Iteration 69Q: 3 clusters Score -482691.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -482707.562500 Penalty: 2955.779053
	Iteration 70Q: 3 clusters Score -482707.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -482727.468750 Penalty: 2955.779053
	Iteration 71Q: 3 clusters Score -482727.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -482746.718750 Penalty: 2955.779053
	Iteration 72Q: 3 clusters Score -482746.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -482768.937500 Penalty: 2955.779053
	Iteration 73Q: 3 clusters Score -482768.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -482791.843750 Penalty: 2955.779053
	Iteration 74Q: 3 clusters Score -482791.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -482814.156250 Penalty: 2955.779053
	Iteration 75Q: 3 clusters Score -482814.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -482835.468750 Penalty: 2955.779053
	Iteration 76Q: 3 clusters Score -482835.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -482849.875000 Penalty: 2955.779053
	Iteration 77Q: 3 clusters Score -482849.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -482860.406250 Penalty: 2955.779053
	Iteration 78Q: 3 clusters Score -482860.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -482869.593750 Penalty: 2955.779053
	Iteration 79Q: 3 clusters Score -482869.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -482875.687500 Penalty: 2955.779053
	Iteration 80F: 3 clusters Score -482875.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -482881.562500 Penalty: 2955.779053
	Iteration 81Q: 3 clusters Score -482881.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -482888.437500 Penalty: 2955.779053
	Iteration 82Q: 3 clusters Score -482888.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -482894.718750 Penalty: 2955.779053
	Iteration 83Q: 3 clusters Score -482894.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -482897.312500 Penalty: 2955.779053
	Iteration 84Q: 3 clusters Score -482897.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -482902.562500 Penalty: 2955.779053
	Iteration 85Q: 3 clusters Score -482902.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -482911.812500 Penalty: 2955.779053
	Iteration 86Q: 3 clusters Score -482911.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -482914.437500 Penalty: 2955.779053
	Iteration 87Q: 3 clusters Score -482914.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -482920.062500 Penalty: 2955.779053
	Iteration 88Q: 3 clusters Score -482920.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -482925.375000 Penalty: 2955.779053
	Iteration 89Q: 3 clusters Score -482925.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -482932.468750 Penalty: 2955.779053
	Iteration 90Q: 3 clusters Score -482932.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -482935.500000 Penalty: 2955.779053
	Iteration 91Q: 3 clusters Score -482935.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -482936.718750 Penalty: 2955.779053
	Iteration 92Q: 3 clusters Score -482936.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -482940.250000 Penalty: 2955.779053
	Iteration 93Q: 3 clusters Score -482940.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -482942.187500 Penalty: 2955.779053
	Iteration 94Q: 3 clusters Score -482942.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -482944.156250 Penalty: 2955.779053
	Iteration 95Q: 3 clusters Score -482944.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -482945.750000 Penalty: 2955.779053
	Iteration 96Q: 3 clusters Score -482945.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -482951.593750 Penalty: 2955.779053
	Iteration 97Q: 3 clusters Score -482951.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -482954.000000 Penalty: 2955.779053
	Iteration 98Q: 3 clusters Score -482954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -482955.562500 Penalty: 2955.779053
	Iteration 99Q: 3 clusters Score -482955.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -482959.750000 Penalty: 2955.779053
	Iteration 100F: 3 clusters Score -482959.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -482963.218750 Penalty: 2955.779053
	Iteration 101Q: 3 clusters Score -482963.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -482966.437500 Penalty: 2955.779053
	Iteration 102Q: 3 clusters Score -482966.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -482967.718750 Penalty: 2955.779053
	Iteration 103Q: 3 clusters Score -482967.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -482968.343750 Penalty: 2955.779053
	Iteration 104Q: 3 clusters Score -482968.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -482970.375000 Penalty: 2955.779053
	Iteration 105Q: 3 clusters Score -482970.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -482971.937500 Penalty: 2955.779053
	Iteration 106Q: 3 clusters Score -482971.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -482971.593750 Penalty: 2955.779053
	Iteration 107Q: 3 clusters Score -482971.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -482971.593750 Penalty: 2955.779053
	Iteration 108F: 3 clusters Score -482971.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Entering Unmasked Estep 
Score: -241392.703125 Penalty: 1358.016479
	Iteration 0F: 2 clusters Score -241392.7 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 2106 members 
Entering Unmasked Estep 
Score: -237861.671875 Penalty: 2716.032959
	Iteration 0F: 3 clusters Score -237861.7 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -238728.968750 Penalty: 2716.032959
	Iteration 1F: 3 clusters Score -238729 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -238895.687500 Penalty: 2716.032959
	Iteration 2F: 3 clusters Score -238895.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -238984.796875 Penalty: 2716.032959
	Iteration 3Q: 3 clusters Score -238984.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -239050.703125 Penalty: 2716.032959
	Iteration 4Q: 3 clusters Score -239050.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -239116.625000 Penalty: 2716.032959
	Iteration 5Q: 3 clusters Score -239116.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -239169.875000 Penalty: 2716.032959
	Iteration 6Q: 3 clusters Score -239169.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -239208.390625 Penalty: 2716.032959
	Iteration 7Q: 3 clusters Score -239208.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -239248.015625 Penalty: 2716.032959
	Iteration 8Q: 3 clusters Score -239248 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -239277.906250 Penalty: 2716.032959
	Iteration 9Q: 3 clusters Score -239277.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -239306.031250 Penalty: 2716.032959
	Iteration 10Q: 3 clusters Score -239306 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -239333.796875 Penalty: 2716.032959
	Iteration 11Q: 3 clusters Score -239333.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -239362.328125 Penalty: 2716.032959
	Iteration 12Q: 3 clusters Score -239362.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -239386.156250 Penalty: 2716.032959
	Iteration 13Q: 3 clusters Score -239386.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -239417.500000 Penalty: 2716.032959
	Iteration 14Q: 3 clusters Score -239417.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -239455.109375 Penalty: 2716.032959
	Iteration 15Q: 3 clusters Score -239455.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -239506.562500 Penalty: 2716.032959
	Iteration 16Q: 3 clusters Score -239506.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -239552.734375 Penalty: 2716.032959
	Iteration 17Q: 3 clusters Score -239552.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -239614.296875 Penalty: 2716.032959
	Iteration 18Q: 3 clusters Score -239614.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -239690.828125 Penalty: 2716.032959
	Iteration 19Q: 3 clusters Score -239690.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -239751.453125 Penalty: 2716.032959
	Iteration 20F: 3 clusters Score -239751.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -239809.140625 Penalty: 2716.032959
	Iteration 21Q: 3 clusters Score -239809.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -239855.265625 Penalty: 2716.032959
	Iteration 22Q: 3 clusters Score -239855.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -239897.109375 Penalty: 2716.032959
	Iteration 23Q: 3 clusters Score -239897.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -239946.968750 Penalty: 2716.032959
	Iteration 24Q: 3 clusters Score -239947 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -239982.109375 Penalty: 2716.032959
	Iteration 25Q: 3 clusters Score -239982.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -240003.953125 Penalty: 2716.032959
	Iteration 26Q: 3 clusters Score -240004 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -240029.578125 Penalty: 2716.032959
	Iteration 27Q: 3 clusters Score -240029.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -240050.765625 Penalty: 2716.032959
	Iteration 28Q: 3 clusters Score -240050.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -240078.546875 Penalty: 2716.032959
	Iteration 29Q: 3 clusters Score -240078.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -240105.109375 Penalty: 2716.032959
	Iteration 30Q: 3 clusters Score -240105.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -240129.109375 Penalty: 2716.032959
	Iteration 31Q: 3 clusters Score -240129.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -240149.015625 Penalty: 2716.032959
	Iteration 32Q: 3 clusters Score -240149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -240155.968750 Penalty: 2716.032959
	Iteration 33Q: 3 clusters Score -240156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -240162.781250 Penalty: 2716.032959
	Iteration 34Q: 3 clusters Score -240162.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -240169.046875 Penalty: 2716.032959
	Iteration 35Q: 3 clusters Score -240169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -240169.062500 Penalty: 2716.032959
	Iteration 36Q: 3 clusters Score -240169.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -240169.062500 Penalty: 2716.032959
	Iteration 37F: 3 clusters Score -240169.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (35756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Entering Unmasked Estep 
Score: -1869389.125000 Penalty: 1703.726929
	Iteration 0F: 2 clusters Score -1869389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -1845354.250000 Penalty: 3407.453857
	Iteration 0F: 3 clusters Score -1845354 nChanged 16638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -1854673.625000 Penalty: 3407.453857
	Iteration 1F: 3 clusters Score -1854674 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -1855247.500000 Penalty: 3407.453857
	Iteration 2Q: 3 clusters Score -1855248 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -1856041.375000 Penalty: 3407.453857
	Iteration 3Q: 3 clusters Score -1856041 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -1857133.375000 Penalty: 3407.453857
	Iteration 4F: 3 clusters Score -1857133 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -1858460.625000 Penalty: 3407.453857
	Iteration 5F: 3 clusters Score -1858461 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -1859841.875000 Penalty: 3407.453857
	Iteration 6F: 3 clusters Score -1859842 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -1861255.375000 Penalty: 3407.453857
	Iteration 7F: 3 clusters Score -1861255 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -1862651.375000 Penalty: 3407.453857
	Iteration 8F: 3 clusters Score -1862651 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -1863984.750000 Penalty: 3407.453857
	Iteration 9F: 3 clusters Score -1863985 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -1865222.375000 Penalty: 3407.453857
	Iteration 10F: 3 clusters Score -1865222 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -1866267.500000 Penalty: 3407.453857
	Iteration 11Q: 3 clusters Score -1866268 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -1867213.500000 Penalty: 3407.453857
	Iteration 12Q: 3 clusters Score -1867214 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -1867994.000000 Penalty: 3407.453857
	Iteration 13Q: 3 clusters Score -1867994 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -1868486.125000 Penalty: 3407.453857
	Iteration 14Q: 3 clusters Score -1868486 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -1868915.375000 Penalty: 3407.453857
	Iteration 15Q: 3 clusters Score -1868915 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -1869237.000000 Penalty: 3407.453857
	Iteration 16Q: 3 clusters Score -1869237 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -1869348.250000 Penalty: 3407.453857
	Iteration 17Q: 3 clusters Score -1869348 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -1869385.375000 Penalty: 3407.453857
	Iteration 18Q: 3 clusters Score -1869385 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -1869405.500000 Penalty: 3407.453857
	Iteration 19Q: 3 clusters Score -1869406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -1869404.875000 Penalty: 3407.453857
	Iteration 20F: 3 clusters Score -1869405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -1869406.375000 Penalty: 3407.453857
	Iteration 21Q: 3 clusters Score -1869406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -1869405.750000 Penalty: 3407.453857
	Iteration 22Q: 3 clusters Score -1869406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -1869406.750000 Penalty: 3407.453857
	Iteration 23Q: 3 clusters Score -1869407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -1869408.250000 Penalty: 3407.453857
	Iteration 24Q: 3 clusters Score -1869408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -1869404.625000 Penalty: 3407.453857
	Iteration 25Q: 3 clusters Score -1869405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 34199 members 
Entering Unmasked Estep 
Score: -1869404.750000 Penalty: 3407.453857
	Iteration 26Q: 3 clusters Score -1869405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -1869407.625000 Penalty: 3407.453857
	Iteration 27Q: 3 clusters Score -1869408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -1869408.000000 Penalty: 3407.453857
	Iteration 28Q: 3 clusters Score -1869408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -1869408.000000 Penalty: 3407.453857
	Iteration 29F: 3 clusters Score -1869408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 1304 members 
Mstep: Class 3 contains 10372 members 
Mstep: Class 4 contains 17270 members 
Mstep: Class 5 contains 3155 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 2306 members 
Mstep: Class 8 contains 4054 members 
Mstep: Class 9 contains 7514 members 
Mstep: Class 10 contains 34202 members 
Mstep: Class 11 contains 8908 members 
Mstep: Class 12 contains 4260 members 
Mstep: Class 13 contains 1554 members 
Mstep: Class 14 contains 263826 members 
Mstep: Class 15 contains 13066 members 
Mstep: Class 16 contains 2729 members 
Mstep: Class 19 contains 2179 members 
Mstep: Class 20 contains 68759 members 
Entering Unmasked Estep 
Score: -23154578.000000 Penalty: 38156.070312
Splitting cluster 13 changes total score from -23154670.000000 to -23154578.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (263826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263826 members 
Entering Unmasked Estep 
Score: -13365145.000000 Penalty: 2028.494751
	Iteration 0F: 2 clusters Score -1.336514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131883 members 
Mstep: Class 2 contains 131943 members 
Entering Unmasked Estep 
Score: -13187317.000000 Penalty: 4056.989502
	Iteration 0F: 3 clusters Score -1.318732e+07 nChanged 128460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132703 members 
Mstep: Class 2 contains 131123 members 
Entering Unmasked Estep 
Score: -13264223.000000 Penalty: 4056.989502
	Iteration 1F: 3 clusters Score -1.326422e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133286 members 
Mstep: Class 2 contains 130540 members 
Entering Unmasked Estep 
Score: -13265435.000000 Penalty: 4056.989502
	Iteration 2Q: 3 clusters Score -1.326544e+07 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134182 members 
Mstep: Class 2 contains 129644 members 
Entering Unmasked Estep 
Score: -13267003.000000 Penalty: 4056.989502
	Iteration 3Q: 3 clusters Score -1.3267e+07 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135473 members 
Mstep: Class 2 contains 128353 members 
Entering Unmasked Estep 
Score: -13269234.000000 Penalty: 4056.989502
	Iteration 4Q: 3 clusters Score -1.326923e+07 nChanged 9226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137395 members 
Mstep: Class 2 contains 126431 members 
Entering Unmasked Estep 
Score: -13272138.000000 Penalty: 4056.989502
	Iteration 5Q: 3 clusters Score -1.327214e+07 nChanged 10965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140166 members 
Mstep: Class 2 contains 123660 members 
Entering Unmasked Estep 
Score: -13276573.000000 Penalty: 4056.989502
	Iteration 6Q: 3 clusters Score -1.327657e+07 nChanged 12760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144100 members 
Mstep: Class 2 contains 119726 members 
Entering Unmasked Estep 
Score: -13282535.000000 Penalty: 4056.989502
	Iteration 7Q: 3 clusters Score -1.328254e+07 nChanged 14535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149325 members 
Mstep: Class 2 contains 114501 members 
Entering Unmasked Estep 
Score: -13290853.000000 Penalty: 4056.989502
	Iteration 8F: 3 clusters Score -1.329085e+07 nChanged 15827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155150 members 
Mstep: Class 2 contains 108676 members 
Entering Unmasked Estep 
Score: -13301612.000000 Penalty: 4056.989502
	Iteration 9F: 3 clusters Score -1.330161e+07 nChanged 15725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160459 members 
Mstep: Class 2 contains 103367 members 
Entering Unmasked Estep 
Score: -13312651.000000 Penalty: 4056.989502
	Iteration 10F: 3 clusters Score -1.331265e+07 nChanged 13458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164949 members 
Mstep: Class 2 contains 98877 members 
Entering Unmasked Estep 
Score: -13320386.000000 Penalty: 4056.989502
	Iteration 11F: 3 clusters Score -1.332039e+07 nChanged 9478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168803 members 
Mstep: Class 2 contains 95023 members 
Entering Unmasked Estep 
Score: -13324185.000000 Penalty: 4056.989502
	Iteration 12Q: 3 clusters Score -1.332418e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172586 members 
Mstep: Class 2 contains 91240 members 
Entering Unmasked Estep 
Score: -13326242.000000 Penalty: 4056.989502
	Iteration 13Q: 3 clusters Score -1.332624e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176584 members 
Mstep: Class 2 contains 87242 members 
Entering Unmasked Estep 
Score: -13327660.000000 Penalty: 4056.989502
	Iteration 14Q: 3 clusters Score -1.332766e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180691 members 
Mstep: Class 2 contains 83135 members 
Entering Unmasked Estep 
Score: -13329077.000000 Penalty: 4056.989502
	Iteration 15Q: 3 clusters Score -1.332908e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184913 members 
Mstep: Class 2 contains 78913 members 
Entering Unmasked Estep 
Score: -13330524.000000 Penalty: 4056.989502
	Iteration 16Q: 3 clusters Score -1.333052e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189239 members 
Mstep: Class 2 contains 74587 members 
Entering Unmasked Estep 
Score: -13331944.000000 Penalty: 4056.989502
	Iteration 17Q: 3 clusters Score -1.333194e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193677 members 
Mstep: Class 2 contains 70149 members 
Entering Unmasked Estep 
Score: -13333428.000000 Penalty: 4056.989502
	Iteration 18Q: 3 clusters Score -1.333343e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198195 members 
Mstep: Class 2 contains 65631 members 
Entering Unmasked Estep 
Score: -13335108.000000 Penalty: 4056.989502
	Iteration 19Q: 3 clusters Score -1.333511e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202765 members 
Mstep: Class 2 contains 61061 members 
Entering Unmasked Estep 
Score: -13336654.000000 Penalty: 4056.989502
	Iteration 20F: 3 clusters Score -1.333665e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207464 members 
Mstep: Class 2 contains 56362 members 
Entering Unmasked Estep 
Score: -13338310.000000 Penalty: 4056.989502
	Iteration 21Q: 3 clusters Score -1.333831e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212051 members 
Mstep: Class 2 contains 51775 members 
Entering Unmasked Estep 
Score: -13339909.000000 Penalty: 4056.989502
	Iteration 22Q: 3 clusters Score -1.333991e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216713 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -13341699.000000 Penalty: 4056.989502
	Iteration 23Q: 3 clusters Score -1.33417e+07 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221327 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -13343564.000000 Penalty: 4056.989502
	Iteration 24Q: 3 clusters Score -1.334356e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225847 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -13345488.000000 Penalty: 4056.989502
	Iteration 25Q: 3 clusters Score -1.334549e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230251 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -13347424.000000 Penalty: 4056.989502
	Iteration 26Q: 3 clusters Score -1.334742e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234553 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -13349572.000000 Penalty: 4056.989502
	Iteration 27Q: 3 clusters Score -1.334957e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238593 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -13351463.000000 Penalty: 4056.989502
	Iteration 28Q: 3 clusters Score -1.335146e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242205 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -13353228.000000 Penalty: 4056.989502
	Iteration 29Q: 3 clusters Score -1.335323e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245517 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -13354925.000000 Penalty: 4056.989502
	Iteration 30Q: 3 clusters Score -1.335492e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248483 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -13356586.000000 Penalty: 4056.989502
	Iteration 31Q: 3 clusters Score -1.335659e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251059 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -13358023.000000 Penalty: 4056.989502
	Iteration 32Q: 3 clusters Score -1.335802e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253237 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -13359222.000000 Penalty: 4056.989502
	Iteration 33Q: 3 clusters Score -1.335922e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254945 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -13360031.000000 Penalty: 4056.989502
	Iteration 34Q: 3 clusters Score -1.336003e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256360 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -13360707.000000 Penalty: 4056.989502
	Iteration 35Q: 3 clusters Score -1.336071e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257545 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -13361332.000000 Penalty: 4056.989502
	Iteration 36Q: 3 clusters Score -1.336133e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258459 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -13361731.000000 Penalty: 4056.989502
	Iteration 37Q: 3 clusters Score -1.336173e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259193 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -13362151.000000 Penalty: 4056.989502
	Iteration 38Q: 3 clusters Score -1.336215e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259776 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -13362406.000000 Penalty: 4056.989502
	Iteration 39Q: 3 clusters Score -1.336241e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260277 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -13362608.000000 Penalty: 4056.989502
	Iteration 40F: 3 clusters Score -1.336261e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260647 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -13362765.000000 Penalty: 4056.989502
	Iteration 41Q: 3 clusters Score -1.336276e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260964 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -13362907.000000 Penalty: 4056.989502
	Iteration 42Q: 3 clusters Score -1.336291e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261202 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -13362994.000000 Penalty: 4056.989502
	Iteration 43Q: 3 clusters Score -1.336299e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261403 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -13363076.000000 Penalty: 4056.989502
	Iteration 44Q: 3 clusters Score -1.336308e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261566 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -13363152.000000 Penalty: 4056.989502
	Iteration 45Q: 3 clusters Score -1.336315e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261713 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -13363201.000000 Penalty: 4056.989502
	Iteration 46Q: 3 clusters Score -1.33632e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261844 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -13363217.000000 Penalty: 4056.989502
	Iteration 47Q: 3 clusters Score -1.336322e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261943 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -13363288.000000 Penalty: 4056.989502
	Iteration 48Q: 3 clusters Score -1.336329e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262036 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -13363354.000000 Penalty: 4056.989502
	Iteration 49Q: 3 clusters Score -1.336335e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262114 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -13363372.000000 Penalty: 4056.989502
	Iteration 50Q: 3 clusters Score -1.336337e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262179 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -13363405.000000 Penalty: 4056.989502
	Iteration 51Q: 3 clusters Score -1.33634e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262243 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -13363430.000000 Penalty: 4056.989502
	Iteration 52Q: 3 clusters Score -1.336343e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262305 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -13363438.000000 Penalty: 4056.989502
	Iteration 53Q: 3 clusters Score -1.336344e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262359 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -13363465.000000 Penalty: 4056.989502
	Iteration 54Q: 3 clusters Score -1.336346e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262405 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -13363451.000000 Penalty: 4056.989502
	Iteration 55Q: 3 clusters Score -1.336345e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262437 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -13363466.000000 Penalty: 4056.989502
	Iteration 56Q: 3 clusters Score -1.336347e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262466 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -13363478.000000 Penalty: 4056.989502
	Iteration 57Q: 3 clusters Score -1.336348e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262499 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -13363483.000000 Penalty: 4056.989502
	Iteration 58Q: 3 clusters Score -1.336348e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262526 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -13363503.000000 Penalty: 4056.989502
	Iteration 59Q: 3 clusters Score -1.33635e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262548 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -13363519.000000 Penalty: 4056.989502
	Iteration 60F: 3 clusters Score -1.336352e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262570 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -13363507.000000 Penalty: 4056.989502
	Iteration 61Q: 3 clusters Score -1.336351e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262590 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -13363502.000000 Penalty: 4056.989502
	Iteration 62Q: 3 clusters Score -1.33635e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262608 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -13363500.000000 Penalty: 4056.989502
	Iteration 63Q: 3 clusters Score -1.33635e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262629 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -13363505.000000 Penalty: 4056.989502
	Iteration 64Q: 3 clusters Score -1.33635e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262646 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -13363504.000000 Penalty: 4056.989502
	Iteration 65Q: 3 clusters Score -1.33635e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262660 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -13363497.000000 Penalty: 4056.989502
	Iteration 66Q: 3 clusters Score -1.33635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262668 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -13363510.000000 Penalty: 4056.989502
	Iteration 67Q: 3 clusters Score -1.336351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262673 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -13363502.000000 Penalty: 4056.989502
	Iteration 68Q: 3 clusters Score -1.33635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262676 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -13363507.000000 Penalty: 4056.989502
	Iteration 69Q: 3 clusters Score -1.336351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262682 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -13363506.000000 Penalty: 4056.989502
	Iteration 70Q: 3 clusters Score -1.336351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262684 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -13363503.000000 Penalty: 4056.989502
	Iteration 71Q: 3 clusters Score -1.33635e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262684 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -13363503.000000 Penalty: 4056.989502
	Iteration 72F: 3 clusters Score -1.33635e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Entering Unmasked Estep 
Score: -722090.000000 Penalty: 1540.137451
	Iteration 0F: 2 clusters Score -722090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -712927.687500 Penalty: 3080.274902
	Iteration 0F: 3 clusters Score -712927.7 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -715997.250000 Penalty: 3080.274902
	Iteration 1F: 3 clusters Score -715997.2 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -716226.062500 Penalty: 3080.274902
	Iteration 2F: 3 clusters Score -716226.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -716409.250000 Penalty: 3080.274902
	Iteration 3Q: 3 clusters Score -716409.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -716555.812500 Penalty: 3080.274902
	Iteration 4Q: 3 clusters Score -716555.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -716686.312500 Penalty: 3080.274902
	Iteration 5Q: 3 clusters Score -716686.3 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -716826.562500 Penalty: 3080.274902
	Iteration 6Q: 3 clusters Score -716826.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -716994.000000 Penalty: 3080.274902
	Iteration 7Q: 3 clusters Score -716994 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -717230.187500 Penalty: 3080.274902
	Iteration 8Q: 3 clusters Score -717230.2 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -717579.312500 Penalty: 3080.274902
	Iteration 9Q: 3 clusters Score -717579.3 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -718083.250000 Penalty: 3080.274902
	Iteration 10F: 3 clusters Score -718083.2 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -718724.125000 Penalty: 3080.274902
	Iteration 11F: 3 clusters Score -718724.1 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -719323.687500 Penalty: 3080.274902
	Iteration 12F: 3 clusters Score -719323.7 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -719826.250000 Penalty: 3080.274902
	Iteration 13Q: 3 clusters Score -719826.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -720164.125000 Penalty: 3080.274902
	Iteration 14Q: 3 clusters Score -720164.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -720388.437500 Penalty: 3080.274902
	Iteration 15Q: 3 clusters Score -720388.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -720501.625000 Penalty: 3080.274902
	Iteration 16Q: 3 clusters Score -720501.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -720566.750000 Penalty: 3080.274902
	Iteration 17Q: 3 clusters Score -720566.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -720610.375000 Penalty: 3080.274902
	Iteration 18Q: 3 clusters Score -720610.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -720642.812500 Penalty: 3080.274902
	Iteration 19Q: 3 clusters Score -720642.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -720663.750000 Penalty: 3080.274902
	Iteration 20F: 3 clusters Score -720663.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -720680.000000 Penalty: 3080.274902
	Iteration 21Q: 3 clusters Score -720680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -720693.000000 Penalty: 3080.274902
	Iteration 22Q: 3 clusters Score -720693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -720697.937500 Penalty: 3080.274902
	Iteration 23Q: 3 clusters Score -720697.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -720699.562500 Penalty: 3080.274902
	Iteration 24Q: 3 clusters Score -720699.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -720707.375000 Penalty: 3080.274902
	Iteration 25Q: 3 clusters Score -720707.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -720710.062500 Penalty: 3080.274902
	Iteration 26Q: 3 clusters Score -720710.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -720710.750000 Penalty: 3080.274902
	Iteration 27Q: 3 clusters Score -720710.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -720710.750000 Penalty: 3080.274902
	Iteration 28F: 3 clusters Score -720710.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Entering Unmasked Estep 
Score: -130799.312500 Penalty: 1285.649780
	Iteration 0F: 2 clusters Score -130799.3 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 1363 members 
Entering Unmasked Estep 
Score: -128252.453125 Penalty: 2571.299561
	Iteration 0F: 3 clusters Score -128252.5 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -128856.468750 Penalty: 2571.299561
	Iteration 1F: 3 clusters Score -128856.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -129018.289062 Penalty: 2571.299561
	Iteration 2F: 3 clusters Score -129018.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -129125.968750 Penalty: 2571.299561
	Iteration 3F: 3 clusters Score -129126 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -129199.984375 Penalty: 2571.299561
	Iteration 4Q: 3 clusters Score -129200 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -129267.835938 Penalty: 2571.299561
	Iteration 5Q: 3 clusters Score -129267.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -129320.835938 Penalty: 2571.299561
	Iteration 6Q: 3 clusters Score -129320.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -129362.429688 Penalty: 2571.299561
	Iteration 7Q: 3 clusters Score -129362.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -129402.750000 Penalty: 2571.299561
	Iteration 8Q: 3 clusters Score -129402.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -129441.406250 Penalty: 2571.299561
	Iteration 9Q: 3 clusters Score -129441.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -129482.710938 Penalty: 2571.299561
	Iteration 10Q: 3 clusters Score -129482.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -129508.281250 Penalty: 2571.299561
	Iteration 11Q: 3 clusters Score -129508.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -129529.093750 Penalty: 2571.299561
	Iteration 12Q: 3 clusters Score -129529.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -129549.414062 Penalty: 2571.299561
	Iteration 13Q: 3 clusters Score -129549.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -129571.343750 Penalty: 2571.299561
	Iteration 14Q: 3 clusters Score -129571.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -129592.656250 Penalty: 2571.299561
	Iteration 15Q: 3 clusters Score -129592.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -129610.500000 Penalty: 2571.299561
	Iteration 16Q: 3 clusters Score -129610.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -129619.593750 Penalty: 2571.299561
	Iteration 17Q: 3 clusters Score -129619.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -129625.843750 Penalty: 2571.299561
	Iteration 18Q: 3 clusters Score -129625.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -129633.796875 Penalty: 2571.299561
	Iteration 19Q: 3 clusters Score -129633.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -129642.773438 Penalty: 2571.299561
	Iteration 20F: 3 clusters Score -129642.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -129651.734375 Penalty: 2571.299561
	Iteration 21Q: 3 clusters Score -129651.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -129659.148438 Penalty: 2571.299561
	Iteration 22Q: 3 clusters Score -129659.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -129666.148438 Penalty: 2571.299561
	Iteration 23Q: 3 clusters Score -129666.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -129670.109375 Penalty: 2571.299561
	Iteration 24Q: 3 clusters Score -129670.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -129675.718750 Penalty: 2571.299561
	Iteration 25Q: 3 clusters Score -129675.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -129679.421875 Penalty: 2571.299561
	Iteration 26Q: 3 clusters Score -129679.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -129683.445312 Penalty: 2571.299561
	Iteration 27Q: 3 clusters Score -129683.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -129685.234375 Penalty: 2571.299561
	Iteration 28Q: 3 clusters Score -129685.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -129687.968750 Penalty: 2571.299561
	Iteration 29Q: 3 clusters Score -129688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -129690.562500 Penalty: 2571.299561
	Iteration 30Q: 3 clusters Score -129690.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -129693.921875 Penalty: 2571.299561
	Iteration 31Q: 3 clusters Score -129693.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -129698.515625 Penalty: 2571.299561
	Iteration 32Q: 3 clusters Score -129698.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -129703.500000 Penalty: 2571.299561
	Iteration 33Q: 3 clusters Score -129703.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -129706.359375 Penalty: 2571.299561
	Iteration 34Q: 3 clusters Score -129706.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -129709.164062 Penalty: 2571.299561
	Iteration 35Q: 3 clusters Score -129709.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -129713.570312 Penalty: 2571.299561
	Iteration 36Q: 3 clusters Score -129713.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -129716.843750 Penalty: 2571.299561
	Iteration 37Q: 3 clusters Score -129716.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -129718.203125 Penalty: 2571.299561
	Iteration 38Q: 3 clusters Score -129718.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -129720.132812 Penalty: 2571.299561
	Iteration 39Q: 3 clusters Score -129720.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -129721.039062 Penalty: 2571.299561
	Iteration 40F: 3 clusters Score -129721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -129721.757812 Penalty: 2571.299561
	Iteration 41Q: 3 clusters Score -129721.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -129722.398438 Penalty: 2571.299561
	Iteration 42Q: 3 clusters Score -129722.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -129723.906250 Penalty: 2571.299561
	Iteration 43Q: 3 clusters Score -129723.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -129725.570312 Penalty: 2571.299561
	Iteration 44Q: 3 clusters Score -129725.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -129725.937500 Penalty: 2571.299561
	Iteration 45Q: 3 clusters Score -129725.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -129726.406250 Penalty: 2571.299561
	Iteration 46Q: 3 clusters Score -129726.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -129726.835938 Penalty: 2571.299561
	Iteration 47Q: 3 clusters Score -129726.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -129726.781250 Penalty: 2571.299561
	Iteration 48Q: 3 clusters Score -129726.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -129726.781250 Penalty: 2571.299561
	Iteration 49F: 3 clusters Score -129726.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Entering Unmasked Estep 
Score: -114715.546875 Penalty: 1249.075928
	Iteration 0F: 2 clusters Score -114715.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -112517.507812 Penalty: 2498.151855
	Iteration 0F: 3 clusters Score -112517.5 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -113014.015625 Penalty: 2498.151855
	Iteration 1F: 3 clusters Score -113014 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -113125.820312 Penalty: 2498.151855
	Iteration 2F: 3 clusters Score -113125.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -113173.726562 Penalty: 2498.151855
	Iteration 3Q: 3 clusters Score -113173.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -113208.187500 Penalty: 2498.151855
	Iteration 4Q: 3 clusters Score -113208.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -113233.679688 Penalty: 2498.151855
	Iteration 5Q: 3 clusters Score -113233.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -113249.656250 Penalty: 2498.151855
	Iteration 6Q: 3 clusters Score -113249.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -113257.257812 Penalty: 2498.151855
	Iteration 7Q: 3 clusters Score -113257.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -113262.804688 Penalty: 2498.151855
	Iteration 8Q: 3 clusters Score -113262.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -113267.500000 Penalty: 2498.151855
	Iteration 9Q: 3 clusters Score -113267.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -113271.000000 Penalty: 2498.151855
	Iteration 10Q: 3 clusters Score -113271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -113276.132812 Penalty: 2498.151855
	Iteration 11Q: 3 clusters Score -113276.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -113286.117188 Penalty: 2498.151855
	Iteration 12Q: 3 clusters Score -113286.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -113292.835938 Penalty: 2498.151855
	Iteration 13Q: 3 clusters Score -113292.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -113297.703125 Penalty: 2498.151855
	Iteration 14Q: 3 clusters Score -113297.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -113305.671875 Penalty: 2498.151855
	Iteration 15Q: 3 clusters Score -113305.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -113311.781250 Penalty: 2498.151855
	Iteration 16Q: 3 clusters Score -113311.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -113315.101562 Penalty: 2498.151855
	Iteration 17Q: 3 clusters Score -113315.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -113316.882812 Penalty: 2498.151855
	Iteration 18Q: 3 clusters Score -113316.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -113317.882812 Penalty: 2498.151855
	Iteration 19Q: 3 clusters Score -113317.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -113319.101562 Penalty: 2498.151855
	Iteration 20F: 3 clusters Score -113319.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -113320.664062 Penalty: 2498.151855
	Iteration 21Q: 3 clusters Score -113320.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -113321.445312 Penalty: 2498.151855
	Iteration 22Q: 3 clusters Score -113321.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -113321.812500 Penalty: 2498.151855
	Iteration 23Q: 3 clusters Score -113321.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -113322.257812 Penalty: 2498.151855
	Iteration 24Q: 3 clusters Score -113322.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -113322.257812 Penalty: 2498.151855
	Iteration 25F: 3 clusters Score -113322.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (68759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68759 members 
Entering Unmasked Estep 
Score: -3647182.500000 Penalty: 1809.984009
	Iteration 0F: 2 clusters Score -3647182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -3601315.000000 Penalty: 3619.968018
	Iteration 0F: 3 clusters Score -3601315 nChanged 32700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -3620522.500000 Penalty: 3619.968018
	Iteration 1F: 3 clusters Score -3620522 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -3621703.500000 Penalty: 3619.968018
	Iteration 2Q: 3 clusters Score -3621704 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -3623470.250000 Penalty: 3619.968018
	Iteration 3Q: 3 clusters Score -3623470 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
Score: -3626051.000000 Penalty: 3619.968018
	Iteration 4F: 3 clusters Score -3626051 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 49024 members 
Entering Unmasked Estep 
Score: -3629833.500000 Penalty: 3619.968018
	Iteration 5F: 3 clusters Score -3629834 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 53329 members 
Entering Unmasked Estep 
Score: -3634157.500000 Penalty: 3619.968018
	Iteration 6F: 3 clusters Score -3634158 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 57015 members 
Entering Unmasked Estep 
Score: -3637675.250000 Penalty: 3619.968018
	Iteration 7F: 3 clusters Score -3637675 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 59829 members 
Entering Unmasked Estep 
Score: -3640063.000000 Penalty: 3619.968018
	Iteration 8Q: 3 clusters Score -3640063 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 61999 members 
Entering Unmasked Estep 
Score: -3641753.750000 Penalty: 3619.968018
	Iteration 9Q: 3 clusters Score -3641754 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 63637 members 
Entering Unmasked Estep 
Score: -3642924.750000 Penalty: 3619.968018
	Iteration 10Q: 3 clusters Score -3642925 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 64826 members 
Entering Unmasked Estep 
Score: -3643688.250000 Penalty: 3619.968018
	Iteration 11Q: 3 clusters Score -3643688 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 65764 members 
Entering Unmasked Estep 
Score: -3644241.750000 Penalty: 3619.968018
	Iteration 12Q: 3 clusters Score -3644242 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 66456 members 
Entering Unmasked Estep 
Score: -3644650.750000 Penalty: 3619.968018
	Iteration 13Q: 3 clusters Score -3644651 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 66924 members 
Entering Unmasked Estep 
Score: -3644930.250000 Penalty: 3619.968018
	Iteration 14Q: 3 clusters Score -3644930 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 67266 members 
Entering Unmasked Estep 
Score: -3645111.750000 Penalty: 3619.968018
	Iteration 15Q: 3 clusters Score -3645112 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 67502 members 
Entering Unmasked Estep 
Score: -3645249.500000 Penalty: 3619.968018
	Iteration 16Q: 3 clusters Score -3645250 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 67671 members 
Entering Unmasked Estep 
Score: -3645339.750000 Penalty: 3619.968018
	Iteration 17Q: 3 clusters Score -3645340 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 67792 members 
Entering Unmasked Estep 
Score: -3645402.000000 Penalty: 3619.968018
	Iteration 18Q: 3 clusters Score -3645402 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 67878 members 
Entering Unmasked Estep 
Score: -3645458.250000 Penalty: 3619.968018
	Iteration 19Q: 3 clusters Score -3645458 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 67935 members 
Entering Unmasked Estep 
Score: -3645501.750000 Penalty: 3619.968018
	Iteration 20F: 3 clusters Score -3645502 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 67982 members 
Entering Unmasked Estep 
Score: -3645522.750000 Penalty: 3619.968018
	Iteration 21Q: 3 clusters Score -3645523 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 68013 members 
Entering Unmasked Estep 
Score: -3645540.500000 Penalty: 3619.968018
	Iteration 22Q: 3 clusters Score -3645540 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 68048 members 
Entering Unmasked Estep 
Score: -3645552.500000 Penalty: 3619.968018
	Iteration 23Q: 3 clusters Score -3645552 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 68077 members 
Entering Unmasked Estep 
Score: -3645576.000000 Penalty: 3619.968018
	Iteration 24Q: 3 clusters Score -3645576 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 68102 members 
Entering Unmasked Estep 
Score: -3645587.000000 Penalty: 3619.968018
	Iteration 25Q: 3 clusters Score -3645587 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 68120 members 
Entering Unmasked Estep 
Score: -3645598.500000 Penalty: 3619.968018
	Iteration 26Q: 3 clusters Score -3645598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 68136 members 
Entering Unmasked Estep 
Score: -3645610.250000 Penalty: 3619.968018
	Iteration 27Q: 3 clusters Score -3645610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 68150 members 
Entering Unmasked Estep 
Score: -3645615.000000 Penalty: 3619.968018
	Iteration 28Q: 3 clusters Score -3645615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 68160 members 
Entering Unmasked Estep 
Score: -3645620.750000 Penalty: 3619.968018
	Iteration 29Q: 3 clusters Score -3645621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 68170 members 
Entering Unmasked Estep 
Score: -3645629.250000 Penalty: 3619.968018
	Iteration 30Q: 3 clusters Score -3645629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 68178 members 
Entering Unmasked Estep 
Score: -3645636.750000 Penalty: 3619.968018
	Iteration 31Q: 3 clusters Score -3645637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 68186 members 
Entering Unmasked Estep 
Score: -3645635.250000 Penalty: 3619.968018
	Iteration 32Q: 3 clusters Score -3645635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 68191 members 
Entering Unmasked Estep 
Score: -3645638.250000 Penalty: 3619.968018
	Iteration 33Q: 3 clusters Score -3645638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 68196 members 
Entering Unmasked Estep 
Score: -3645637.750000 Penalty: 3619.968018
	Iteration 34Q: 3 clusters Score -3645638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 68197 members 
Entering Unmasked Estep 
Score: -3645640.500000 Penalty: 3619.968018
	Iteration 35Q: 3 clusters Score -3645640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 68199 members 
Entering Unmasked Estep 
Score: -3645646.250000 Penalty: 3619.968018
	Iteration 36Q: 3 clusters Score -3645646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 68205 members 
Entering Unmasked Estep 
Score: -3645649.250000 Penalty: 3619.968018
	Iteration 37Q: 3 clusters Score -3645649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 68208 members 
Entering Unmasked Estep 
Score: -3645653.250000 Penalty: 3619.968018
	Iteration 38Q: 3 clusters Score -3645653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 68209 members 
Entering Unmasked Estep 
Score: -3645650.000000 Penalty: 3619.968018
	Iteration 39Q: 3 clusters Score -3645650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 68212 members 
Entering Unmasked Estep 
Score: -3645658.500000 Penalty: 3619.968018
	Iteration 40F: 3 clusters Score -3645658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 68217 members 
Entering Unmasked Estep 
Score: -3645654.750000 Penalty: 3619.968018
	Iteration 41Q: 3 clusters Score -3645655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 68217 members 
Entering Unmasked Estep 
Score: -3645662.750000 Penalty: 3619.968018
	Iteration 42Q: 3 clusters Score -3645663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 68221 members 
Entering Unmasked Estep 
Score: -3645666.000000 Penalty: 3619.968018
	Iteration 43Q: 3 clusters Score -3645666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 68224 members 
Entering Unmasked Estep 
Score: -3645669.250000 Penalty: 3619.968018
	Iteration 44Q: 3 clusters Score -3645669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 68226 members 
Entering Unmasked Estep 
Score: -3645669.750000 Penalty: 3619.968018
	Iteration 45Q: 3 clusters Score -3645670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 68227 members 
Entering Unmasked Estep 
Score: -3645668.500000 Penalty: 3619.968018
	Iteration 46Q: 3 clusters Score -3645668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 68228 members 
Entering Unmasked Estep 
Score: -3645668.500000 Penalty: 3619.968018
	Iteration 47Q: 3 clusters Score -3645668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 68230 members 
Entering Unmasked Estep 
Score: -3645672.000000 Penalty: 3619.968018
	Iteration 48Q: 3 clusters Score -3645672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 68232 members 
Entering Unmasked Estep 
Score: -3645673.750000 Penalty: 3619.968018
	Iteration 49Q: 3 clusters Score -3645674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 68232 members 
Entering Unmasked Estep 
Score: -3645673.750000 Penalty: 3619.968018
	Iteration 50F: 3 clusters Score -3645674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 3 contains 10372 members 
Mstep: Class 4 contains 17270 members 
Mstep: Class 5 contains 3155 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 2306 members 
Mstep: Class 8 contains 4054 members 
Mstep: Class 9 contains 7514 members 
Mstep: Class 11 contains 8908 members 
Mstep: Class 12 contains 4260 members 
Mstep: Class 13 contains 35756 members 
Mstep: Class 14 contains 263826 members 
Mstep: Class 15 contains 13066 members 
Mstep: Class 16 contains 2729 members 
Mstep: Class 19 contains 2179 members 
Mstep: Class 20 contains 68759 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 399Q: 18 clusters Score -2.315523e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 1300 members 
Mstep: Class 3 contains 10949 members 
Mstep: Class 4 contains 17254 members 
Mstep: Class 5 contains 3157 members 
Mstep: Class 6 contains 2468 members 
Mstep: Class 7 contains 2304 members 
Mstep: Class 8 contains 4051 members 
Mstep: Class 9 contains 7535 members 
Mstep: Class 11 contains 8908 members 
Mstep: Class 12 contains 4243 members 
Mstep: Class 13 contains 35747 members 
Mstep: Class 14 contains 263830 members 
Mstep: Class 15 contains 13018 members 
Mstep: Class 16 contains 2729 members 
Mstep: Class 19 contains 2175 members 
Mstep: Class 20 contains 68261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23155434.000000 Penalty: 36036.289062
Iteration 400F: 18 clusters Score -2.315543e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 1308 members 
Mstep: Class 3 contains 11259 members 
Mstep: Class 4 contains 17228 members 
Mstep: Class 5 contains 3157 members 
Mstep: Class 6 contains 2465 members 
Mstep: Class 7 contains 2305 members 
Mstep: Class 8 contains 4048 members 
Mstep: Class 9 contains 7557 members 
Mstep: Class 11 contains 8902 members 
Mstep: Class 12 contains 4224 members 
Mstep: Class 13 contains 35749 members 
Mstep: Class 14 contains 264109 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 2731 members 
Mstep: Class 19 contains 2172 members 
Mstep: Class 20 contains 67740 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 401Q: 18 clusters Score -2.315548e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 1328 members 
Mstep: Class 3 contains 11469 members 
Mstep: Class 4 contains 17218 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 2454 members 
Mstep: Class 7 contains 2306 members 
Mstep: Class 8 contains 4046 members 
Mstep: Class 9 contains 7577 members 
Mstep: Class 11 contains 8902 members 
Mstep: Class 12 contains 4199 members 
Mstep: Class 13 contains 35735 members 
Mstep: Class 14 contains 264475 members 
Mstep: Class 15 contains 12911 members 
Mstep: Class 16 contains 2736 members 
Mstep: Class 19 contains 2171 members 
Mstep: Class 20 contains 67228 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 402Q: 18 clusters Score -2.315557e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 1350 members 
Mstep: Class 3 contains 11584 members 
Mstep: Class 4 contains 17182 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 2445 members 
Mstep: Class 7 contains 2306 members 
Mstep: Class 8 contains 4042 members 
Mstep: Class 9 contains 7587 members 
Mstep: Class 11 contains 8899 members 
Mstep: Class 12 contains 4170 members 
Mstep: Class 13 contains 35723 members 
Mstep: Class 14 contains 264968 members 
Mstep: Class 15 contains 12828 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 19 contains 2172 members 
Mstep: Class 20 contains 66751 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 403Q: 18 clusters Score -2.31556e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 11644 members 
Mstep: Class 4 contains 17150 members 
Mstep: Class 5 contains 3153 members 
Mstep: Class 6 contains 2436 members 
Mstep: Class 7 contains 2308 members 
Mstep: Class 8 contains 4041 members 
Mstep: Class 9 contains 7598 members 
Mstep: Class 11 contains 8897 members 
Mstep: Class 12 contains 4144 members 
Mstep: Class 13 contains 35705 members 
Mstep: Class 14 contains 265484 members 
Mstep: Class 15 contains 12754 members 
Mstep: Class 16 contains 2743 members 
Mstep: Class 19 contains 2168 members 
Mstep: Class 20 contains 66304 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 404Q: 18 clusters Score -2.315569e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 1383 members 
Mstep: Class 3 contains 11700 members 
Mstep: Class 4 contains 17105 members 
Mstep: Class 5 contains 3151 members 
Mstep: Class 6 contains 2430 members 
Mstep: Class 7 contains 2307 members 
Mstep: Class 8 contains 4039 members 
Mstep: Class 9 contains 7613 members 
Mstep: Class 11 contains 8896 members 
Mstep: Class 12 contains 4116 members 
Mstep: Class 13 contains 35690 members 
Mstep: Class 14 contains 265985 members 
Mstep: Class 15 contains 12687 members 
Mstep: Class 16 contains 2743 members 
Mstep: Class 19 contains 2168 members 
Mstep: Class 20 contains 65881 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 405Q: 18 clusters Score -2.315569e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 1396 members 
Mstep: Class 3 contains 11746 members 
Mstep: Class 4 contains 17071 members 
Mstep: Class 5 contains 3146 members 
Mstep: Class 6 contains 2425 members 
Mstep: Class 7 contains 2309 members 
Mstep: Class 8 contains 4034 members 
Mstep: Class 9 contains 7631 members 
Mstep: Class 11 contains 8900 members 
Mstep: Class 12 contains 4082 members 
Mstep: Class 13 contains 35675 members 
Mstep: Class 14 contains 266512 members 
Mstep: Class 15 contains 12614 members 
Mstep: Class 16 contains 2733 members 
Mstep: Class 19 contains 2171 members 
Mstep: Class 20 contains 65447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23155692.000000 Penalty: 36036.289062
Iteration 406Q: 18 clusters Score -2.315569e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 11782 members 
Mstep: Class 4 contains 17027 members 
Mstep: Class 5 contains 3143 members 
Mstep: Class 6 contains 2421 members 
Mstep: Class 7 contains 2312 members 
Mstep: Class 8 contains 4029 members 
Mstep: Class 9 contains 7642 members 
Mstep: Class 11 contains 8903 members 
Mstep: Class 12 contains 4047 members 
Mstep: Class 13 contains 35666 members 
Mstep: Class 14 contains 267066 members 
Mstep: Class 15 contains 12538 members 
Mstep: Class 16 contains 2725 members 
Mstep: Class 19 contains 2173 members 
Mstep: Class 20 contains 65007 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 407Q: 18 clusters Score -2.31558e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 1421 members 
Mstep: Class 3 contains 11814 members 
Mstep: Class 4 contains 16973 members 
Mstep: Class 5 contains 3139 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 2314 members 
Mstep: Class 8 contains 4031 members 
Mstep: Class 9 contains 7661 members 
Mstep: Class 11 contains 8903 members 
Mstep: Class 12 contains 4019 members 
Mstep: Class 13 contains 35655 members 
Mstep: Class 14 contains 267637 members 
Mstep: Class 15 contains 12451 members 
Mstep: Class 16 contains 2724 members 
Mstep: Class 19 contains 2174 members 
Mstep: Class 20 contains 64565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23155912.000000 Penalty: 36036.289062
Iteration 408Q: 18 clusters Score -2.315591e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 1434 members 
Mstep: Class 3 contains 11835 members 
Mstep: Class 4 contains 16911 members 
Mstep: Class 5 contains 3136 members 
Mstep: Class 6 contains 2397 members 
Mstep: Class 7 contains 2314 members 
Mstep: Class 8 contains 4026 members 
Mstep: Class 9 contains 7682 members 
Mstep: Class 11 contains 8905 members 
Mstep: Class 12 contains 4000 members 
Mstep: Class 13 contains 35646 members 
Mstep: Class 14 contains 268192 members 
Mstep: Class 15 contains 12362 members 
Mstep: Class 16 contains 2723 members 
Mstep: Class 19 contains 2175 members 
Mstep: Class 20 contains 64149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23155978.000000 Penalty: 36036.289062
Iteration 409Q: 18 clusters Score -2.315598e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 1445 members 
Mstep: Class 3 contains 11857 members 
Mstep: Class 4 contains 16875 members 
Mstep: Class 5 contains 3133 members 
Mstep: Class 6 contains 2383 members 
Mstep: Class 7 contains 2315 members 
Mstep: Class 8 contains 4024 members 
Mstep: Class 9 contains 7706 members 
Mstep: Class 11 contains 8908 members 
Mstep: Class 12 contains 3981 members 
Mstep: Class 13 contains 35634 members 
Mstep: Class 14 contains 268729 members 
Mstep: Class 15 contains 12259 members 
Mstep: Class 16 contains 2725 members 
Mstep: Class 19 contains 2177 members 
Mstep: Class 20 contains 63730 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 410Q: 18 clusters Score -2.315612e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 1457 members 
Mstep: Class 3 contains 11876 members 
Mstep: Class 4 contains 16830 members 
Mstep: Class 5 contains 3128 members 
Mstep: Class 6 contains 2367 members 
Mstep: Class 7 contains 2313 members 
Mstep: Class 8 contains 4024 members 
Mstep: Class 9 contains 7740 members 
Mstep: Class 11 contains 8907 members 
Mstep: Class 12 contains 3964 members 
Mstep: Class 13 contains 35633 members 
Mstep: Class 14 contains 269256 members 
Mstep: Class 15 contains 12165 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 19 contains 2178 members 
Mstep: Class 20 contains 63313 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 411Q: 18 clusters Score -2.315608e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 1467 members 
Mstep: Class 3 contains 11889 members 
Mstep: Class 4 contains 16779 members 
Mstep: Class 5 contains 3124 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 2313 members 
Mstep: Class 8 contains 4023 members 
Mstep: Class 9 contains 7767 members 
Mstep: Class 11 contains 8910 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 35625 members 
Mstep: Class 14 contains 269797 members 
Mstep: Class 15 contains 12061 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 19 contains 2179 members 
Mstep: Class 20 contains 62891 members 
Entering Unmasked Estep 
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Iteration 412Q: 18 clusters Score -2.315618e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 1475 members 
Mstep: Class 3 contains 11905 members 
Mstep: Class 4 contains 16727 members 
Mstep: Class 5 contains 3120 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 2312 members 
Mstep: Class 8 contains 4018 members 
Mstep: Class 9 contains 7794 members 
Mstep: Class 11 contains 8912 members 
Mstep: Class 12 contains 3936 members 
Mstep: Class 13 contains 35617 members 
Mstep: Class 14 contains 270383 members 
Mstep: Class 15 contains 11930 members 
Mstep: Class 16 contains 2726 members 
Mstep: Class 19 contains 2184 members 
Mstep: Class 20 contains 62462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23156294.000000 Penalty: 36036.289062
Iteration 413Q: 18 clusters Score -2.315629e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 1480 members 
Mstep: Class 3 contains 11926 members 
Mstep: Class 4 contains 16680 members 
Mstep: Class 5 contains 3118 members 
Mstep: Class 6 contains 2347 members 
Mstep: Class 7 contains 2312 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 7814 members 
Mstep: Class 11 contains 8913 members 
Mstep: Class 12 contains 3924 members 
Mstep: Class 13 contains 35612 members 
Mstep: Class 14 contains 270958 members 
Mstep: Class 15 contains 11780 members 
Mstep: Class 16 contains 2725 members 
Mstep: Class 19 contains 2185 members 
Mstep: Class 20 contains 62048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23156326.000000 Penalty: 36036.289062
Iteration 414Q: 18 clusters Score -2.315633e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 1484 members 
Mstep: Class 3 contains 11952 members 
Mstep: Class 4 contains 16627 members 
Mstep: Class 5 contains 3117 members 
Mstep: Class 6 contains 2344 members 
Mstep: Class 7 contains 2311 members 
Mstep: Class 8 contains 4014 members 
Mstep: Class 9 contains 7834 members 
Mstep: Class 11 contains 8911 members 
Mstep: Class 12 contains 3912 members 
Mstep: Class 13 contains 35615 members 
Mstep: Class 14 contains 271541 members 
Mstep: Class 15 contains 11625 members 
Mstep: Class 16 contains 2726 members 
Mstep: Class 19 contains 2186 members 
Mstep: Class 20 contains 61625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23156376.000000 Penalty: 36036.289062
Iteration 415Q: 18 clusters Score -2.315638e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 1490 members 
Mstep: Class 3 contains 11981 members 
Mstep: Class 4 contains 16578 members 
Mstep: Class 5 contains 3117 members 
Mstep: Class 6 contains 2340 members 
Mstep: Class 7 contains 2312 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 7855 members 
Mstep: Class 11 contains 8915 members 
Mstep: Class 12 contains 3903 members 
Mstep: Class 13 contains 35614 members 
Mstep: Class 14 contains 272085 members 
Mstep: Class 15 contains 11481 members 
Mstep: Class 16 contains 2725 members 
Mstep: Class 19 contains 2185 members 
Mstep: Class 20 contains 61219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23156482.000000 Penalty: 36036.289062
Iteration 416Q: 18 clusters Score -2.315648e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 11999 members 
Mstep: Class 4 contains 16528 members 
Mstep: Class 5 contains 3115 members 
Mstep: Class 6 contains 2334 members 
Mstep: Class 7 contains 2312 members 
Mstep: Class 8 contains 4017 members 
Mstep: Class 9 contains 7871 members 
Mstep: Class 11 contains 8915 members 
Mstep: Class 12 contains 3897 members 
Mstep: Class 13 contains 35614 members 
Mstep: Class 14 contains 272619 members 
Mstep: Class 15 contains 11352 members 
Mstep: Class 16 contains 2724 members 
Mstep: Class 19 contains 2185 members 
Mstep: Class 20 contains 60826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23156430.000000 Penalty: 36036.289062
Iteration 417Q: 18 clusters Score -2.315643e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 1509 members 
Mstep: Class 3 contains 12011 members 
Mstep: Class 4 contains 16472 members 
Mstep: Class 5 contains 3116 members 
Mstep: Class 6 contains 2331 members 
Mstep: Class 7 contains 2309 members 
Mstep: Class 8 contains 4014 members 
Mstep: Class 9 contains 7882 members 
Mstep: Class 11 contains 8913 members 
Mstep: Class 12 contains 3892 members 
Mstep: Class 13 contains 35616 members 
Mstep: Class 14 contains 273198 members 
Mstep: Class 15 contains 11237 members 
Mstep: Class 16 contains 2718 members 
Mstep: Class 19 contains 2185 members 
Mstep: Class 20 contains 60389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23156398.000000 Penalty: 36036.289062
Iteration 418Q: 18 clusters Score -2.31564e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 1520 members 
Mstep: Class 3 contains 12019 members 
Mstep: Class 4 contains 16402 members 
Mstep: Class 5 contains 3115 members 
Mstep: Class 6 contains 2325 members 
Mstep: Class 7 contains 2308 members 
Mstep: Class 8 contains 4015 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 11 contains 8908 members 
Mstep: Class 12 contains 3892 members 
Mstep: Class 13 contains 35615 members 
Mstep: Class 14 contains 273786 members 
Mstep: Class 15 contains 11118 members 
Mstep: Class 16 contains 2713 members 
Mstep: Class 19 contains 2186 members 
Mstep: Class 20 contains 59964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23156502.000000 Penalty: 36036.289062
Iteration 419Q: 18 clusters Score -2.31565e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 1525 members 
Mstep: Class 3 contains 12037 members 
Mstep: Class 4 contains 16313 members 
Mstep: Class 5 contains 3115 members 
Mstep: Class 6 contains 2319 members 
Mstep: Class 7 contains 2308 members 
Mstep: Class 8 contains 4013 members 
Mstep: Class 9 contains 7903 members 
Mstep: Class 11 contains 8906 members 
Mstep: Class 12 contains 3892 members 
Mstep: Class 13 contains 35616 members 
Mstep: Class 14 contains 274390 members 
Mstep: Class 15 contains 10990 members 
Mstep: Class 16 contains 2711 members 
Mstep: Class 19 contains 2186 members 
Mstep: Class 20 contains 59541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23156550.000000 Penalty: 36036.289062
Iteration 420F: 18 clusters Score -2.315655e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 1532 members 
Mstep: Class 3 contains 12049 members 
Mstep: Class 4 contains 16237 members 
Mstep: Class 5 contains 3115 members 
Mstep: Class 6 contains 2312 members 
Mstep: Class 7 contains 2308 members 
Mstep: Class 8 contains 4008 members 
Mstep: Class 9 contains 7921 members 
Mstep: Class 11 contains 8908 members 
Mstep: Class 12 contains 3891 members 
Mstep: Class 13 contains 35613 members 
Mstep: Class 14 contains 274977 members 
Mstep: Class 15 contains 10867 members 
Mstep: Class 16 contains 2716 members 
Mstep: Class 19 contains 2187 members 
Mstep: Class 20 contains 59113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23156594.000000 Penalty: 36036.289062
Iteration 421Q: 18 clusters Score -2.315659e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 1538 members 
Mstep: Class 3 contains 12064 members 
Mstep: Class 4 contains 16143 members 
Mstep: Class 5 contains 3114 members 
Mstep: Class 6 contains 2303 members 
Mstep: Class 7 contains 2307 members 
Mstep: Class 8 contains 4006 members 
Mstep: Class 9 contains 7939 members 
Mstep: Class 11 contains 8910 members 
Mstep: Class 12 contains 3891 members 
Mstep: Class 13 contains 35608 members 
Mstep: Class 14 contains 275605 members 
Mstep: Class 15 contains 10743 members 
Mstep: Class 16 contains 2718 members 
Mstep: Class 19 contains 2186 members 
Mstep: Class 20 contains 58670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23156630.000000 Penalty: 36036.289062
Iteration 422Q: 18 clusters Score -2.315663e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 1548 members 
Mstep: Class 3 contains 12075 members 
Mstep: Class 4 contains 16066 members 
Mstep: Class 5 contains 3120 members 
Mstep: Class 6 contains 2296 members 
Mstep: Class 7 contains 2307 members 
Mstep: Class 8 contains 3999 members 
Mstep: Class 9 contains 7949 members 
Mstep: Class 11 contains 8906 members 
Mstep: Class 12 contains 3885 members 
Mstep: Class 13 contains 35609 members 
Mstep: Class 14 contains 276218 members 
Mstep: Class 15 contains 10632 members 
Mstep: Class 16 contains 2719 members 
Mstep: Class 19 contains 2186 members 
Mstep: Class 20 contains 58219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23156646.000000 Penalty: 36036.289062
Iteration 423Q: 18 clusters Score -2.315665e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 1556 members 
Mstep: Class 3 contains 12090 members 
Mstep: Class 4 contains 15982 members 
Mstep: Class 5 contains 3126 members 
Mstep: Class 6 contains 2286 members 
Mstep: Class 7 contains 2305 members 
Mstep: Class 8 contains 3995 members 
Mstep: Class 9 contains 7960 members 
Mstep: Class 11 contains 8903 members 
Mstep: Class 12 contains 3882 members 
Mstep: Class 13 contains 35610 members 
Mstep: Class 14 contains 276803 members 
Mstep: Class 15 contains 10545 members 
Mstep: Class 16 contains 2720 members 
Mstep: Class 19 contains 2187 members 
Mstep: Class 20 contains 57772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23156720.000000 Penalty: 36036.289062
Iteration 424Q: 18 clusters Score -2.315672e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 1563 members 
Mstep: Class 3 contains 12102 members 
Mstep: Class 4 contains 15881 members 
Mstep: Class 5 contains 3135 members 
Mstep: Class 6 contains 2280 members 
Mstep: Class 7 contains 2307 members 
Mstep: Class 8 contains 3996 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 11 contains 8897 members 
Mstep: Class 12 contains 3880 members 
Mstep: Class 13 contains 35608 members 
Mstep: Class 14 contains 277416 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 2724 members 
Mstep: Class 19 contains 2185 members 
Mstep: Class 20 contains 57333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23156796.000000 Penalty: 36036.289062
Iteration 425Q: 18 clusters Score -2.31568e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 1571 members 
Mstep: Class 3 contains 12108 members 
Mstep: Class 4 contains 15775 members 
Mstep: Class 5 contains 3139 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 2310 members 
Mstep: Class 8 contains 3995 members 
Mstep: Class 9 contains 7984 members 
Mstep: Class 11 contains 8891 members 
Mstep: Class 12 contains 3878 members 
Mstep: Class 13 contains 35618 members 
Mstep: Class 14 contains 278025 members 
Mstep: Class 15 contains 10334 members 
Mstep: Class 16 contains 2723 members 
Mstep: Class 19 contains 2185 members 
Mstep: Class 20 contains 56899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23156746.000000 Penalty: 36036.289062
Iteration 426Q: 18 clusters Score -2.315675e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 1578 members 
Mstep: Class 3 contains 12120 members 
Mstep: Class 4 contains 15642 members 
Mstep: Class 5 contains 3142 members 
Mstep: Class 6 contains 2264 members 
Mstep: Class 7 contains 2309 members 
Mstep: Class 8 contains 3992 members 
Mstep: Class 9 contains 7996 members 
Mstep: Class 11 contains 8891 members 
Mstep: Class 12 contains 3874 members 
Mstep: Class 13 contains 35623 members 
Mstep: Class 14 contains 278675 members 
Mstep: Class 15 contains 10241 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 19 contains 2187 members 
Mstep: Class 20 contains 56434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23156782.000000 Penalty: 36036.289062
Iteration 427Q: 18 clusters Score -2.315678e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 1590 members 
Mstep: Class 3 contains 12131 members 
Mstep: Class 4 contains 15512 members 
Mstep: Class 5 contains 3145 members 
Mstep: Class 6 contains 2263 members 
Mstep: Class 7 contains 2306 members 
Mstep: Class 8 contains 3990 members 
Mstep: Class 9 contains 8004 members 
Mstep: Class 11 contains 8893 members 
Mstep: Class 12 contains 3867 members 
Mstep: Class 13 contains 35628 members 
Mstep: Class 14 contains 279315 members 
Mstep: Class 15 contains 10150 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 19 contains 2188 members 
Mstep: Class 20 contains 55976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23156816.000000 Penalty: 36036.289062
Iteration 428Q: 18 clusters Score -2.315682e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 1603 members 
Mstep: Class 3 contains 12141 members 
Mstep: Class 4 contains 15377 members 
Mstep: Class 5 contains 3148 members 
Mstep: Class 6 contains 2257 members 
Mstep: Class 7 contains 2305 members 
Mstep: Class 8 contains 3989 members 
Mstep: Class 9 contains 8012 members 
Mstep: Class 11 contains 8890 members 
Mstep: Class 12 contains 3866 members 
Mstep: Class 13 contains 35632 members 
Mstep: Class 14 contains 279969 members 
Mstep: Class 15 contains 10056 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 19 contains 2188 members 
Mstep: Class 20 contains 55499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23156886.000000 Penalty: 36036.289062
Iteration 429Q: 18 clusters Score -2.315689e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 1610 members 
Mstep: Class 3 contains 12164 members 
Mstep: Class 4 contains 15239 members 
Mstep: Class 5 contains 3153 members 
Mstep: Class 6 contains 2255 members 
Mstep: Class 7 contains 2302 members 
Mstep: Class 8 contains 3987 members 
Mstep: Class 9 contains 8028 members 
Mstep: Class 11 contains 8896 members 
Mstep: Class 12 contains 3868 members 
Mstep: Class 13 contains 35631 members 
Mstep: Class 14 contains 280594 members 
Mstep: Class 15 contains 9968 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 19 contains 2190 members 
Mstep: Class 20 contains 55027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23156938.000000 Penalty: 36036.289062
Iteration 430Q: 18 clusters Score -2.315694e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 1614 members 
Mstep: Class 3 contains 12182 members 
Mstep: Class 4 contains 15078 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 2255 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 3985 members 
Mstep: Class 9 contains 8038 members 
Mstep: Class 11 contains 8891 members 
Mstep: Class 12 contains 3871 members 
Mstep: Class 13 contains 35627 members 
Mstep: Class 14 contains 281255 members 
Mstep: Class 15 contains 9862 members 
Mstep: Class 16 contains 2724 members 
Mstep: Class 19 contains 2191 members 
Mstep: Class 20 contains 54596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23157064.000000 Penalty: 36036.289062
Iteration 431Q: 18 clusters Score -2.315706e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 1620 members 
Mstep: Class 3 contains 12194 members 
Mstep: Class 4 contains 14908 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2258 members 
Mstep: Class 7 contains 2298 members 
Mstep: Class 8 contains 3983 members 
Mstep: Class 9 contains 8050 members 
Mstep: Class 11 contains 8894 members 
Mstep: Class 12 contains 3872 members 
Mstep: Class 13 contains 35627 members 
Mstep: Class 14 contains 281880 members 
Mstep: Class 15 contains 9773 members 
Mstep: Class 16 contains 2720 members 
Mstep: Class 19 contains 2190 members 
Mstep: Class 20 contains 54195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23157080.000000 Penalty: 36036.289062
Iteration 432Q: 18 clusters Score -2.315708e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 1626 members 
Mstep: Class 3 contains 12210 members 
Mstep: Class 4 contains 14728 members 
Mstep: Class 5 contains 3165 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 2293 members 
Mstep: Class 8 contains 3981 members 
Mstep: Class 9 contains 8063 members 
Mstep: Class 11 contains 8892 members 
Mstep: Class 12 contains 3871 members 
Mstep: Class 13 contains 35633 members 
Mstep: Class 14 contains 282463 members 
Mstep: Class 15 contains 9702 members 
Mstep: Class 16 contains 2714 members 
Mstep: Class 19 contains 2189 members 
Mstep: Class 20 contains 53822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23157098.000000 Penalty: 36036.289062
Iteration 433Q: 18 clusters Score -2.31571e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 1635 members 
Mstep: Class 3 contains 12228 members 
Mstep: Class 4 contains 14557 members 
Mstep: Class 5 contains 3178 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 2291 members 
Mstep: Class 8 contains 3982 members 
Mstep: Class 9 contains 8080 members 
Mstep: Class 11 contains 8892 members 
Mstep: Class 12 contains 3874 members 
Mstep: Class 13 contains 35643 members 
Mstep: Class 14 contains 282965 members 
Mstep: Class 15 contains 9627 members 
Mstep: Class 16 contains 2712 members 
Mstep: Class 19 contains 2187 members 
Mstep: Class 20 contains 53489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23157160.000000 Penalty: 36036.289062
Iteration 434Q: 18 clusters Score -2.315716e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 1649 members 
Mstep: Class 3 contains 12240 members 
Mstep: Class 4 contains 14373 members 
Mstep: Class 5 contains 3184 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 2294 members 
Mstep: Class 8 contains 3983 members 
Mstep: Class 9 contains 8092 members 
Mstep: Class 11 contains 8896 members 
Mstep: Class 12 contains 3876 members 
Mstep: Class 13 contains 35649 members 
Mstep: Class 14 contains 283506 members 
Mstep: Class 15 contains 9545 members 
Mstep: Class 16 contains 2712 members 
Mstep: Class 19 contains 2185 members 
Mstep: Class 20 contains 53144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23157274.000000 Penalty: 36036.289062
Iteration 435Q: 18 clusters Score -2.315727e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 1663 members 
Mstep: Class 3 contains 12259 members 
Mstep: Class 4 contains 14190 members 
Mstep: Class 5 contains 3190 members 
Mstep: Class 6 contains 2256 members 
Mstep: Class 7 contains 2294 members 
Mstep: Class 8 contains 3984 members 
Mstep: Class 9 contains 8103 members 
Mstep: Class 11 contains 8896 members 
Mstep: Class 12 contains 3877 members 
Mstep: Class 13 contains 35667 members 
Mstep: Class 14 contains 284013 members 
Mstep: Class 15 contains 9459 members 
Mstep: Class 16 contains 2714 members 
Mstep: Class 19 contains 2184 members 
Mstep: Class 20 contains 52824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23157298.000000 Penalty: 36036.289062
Iteration 436Q: 18 clusters Score -2.31573e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 1672 members 
Mstep: Class 3 contains 12294 members 
Mstep: Class 4 contains 13982 members 
Mstep: Class 5 contains 3195 members 
Mstep: Class 6 contains 2255 members 
Mstep: Class 7 contains 2292 members 
Mstep: Class 8 contains 3985 members 
Mstep: Class 9 contains 8110 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 12 contains 3874 members 
Mstep: Class 13 contains 35678 members 
Mstep: Class 14 contains 284557 members 
Mstep: Class 15 contains 9364 members 
Mstep: Class 16 contains 2714 members 
Mstep: Class 19 contains 2185 members 
Mstep: Class 20 contains 52510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23157380.000000 Penalty: 36036.289062
Iteration 437Q: 18 clusters Score -2.315738e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 1680 members 
Mstep: Class 3 contains 12333 members 
Mstep: Class 4 contains 13792 members 
Mstep: Class 5 contains 3202 members 
Mstep: Class 6 contains 2254 members 
Mstep: Class 7 contains 2292 members 
Mstep: Class 8 contains 3984 members 
Mstep: Class 9 contains 8120 members 
Mstep: Class 11 contains 8899 members 
Mstep: Class 12 contains 3870 members 
Mstep: Class 13 contains 35684 members 
Mstep: Class 14 contains 285075 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2718 members 
Mstep: Class 19 contains 2184 members 
Mstep: Class 20 contains 52204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23157452.000000 Penalty: 36036.289062
Iteration 438Q: 18 clusters Score -2.315745e+07 nChanged 838
Entering ConstructFrom: 
Score: -23157452.000000 Penalty: 36036.289062
Entering ConstructFrom: 
Trying to split cluster 1 (15144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Entering Unmasked Estep 
Score: -818030.562500 Penalty: 1564.120972
	Iteration 0F: 2 clusters Score -818030.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -807536.562500 Penalty: 3128.241943
	Iteration 0F: 3 clusters Score -807536.6 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -811247.375000 Penalty: 3128.241943
	Iteration 1F: 3 clusters Score -811247.4 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -811568.312500 Penalty: 3128.241943
	Iteration 2F: 3 clusters Score -811568.3 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -811858.500000 Penalty: 3128.241943
	Iteration 3Q: 3 clusters Score -811858.5 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -812145.250000 Penalty: 3128.241943
	Iteration 4Q: 3 clusters Score -812145.2 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -812439.875000 Penalty: 3128.241943
	Iteration 5Q: 3 clusters Score -812439.9 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -812720.625000 Penalty: 3128.241943
	Iteration 6Q: 3 clusters Score -812720.6 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -813057.125000 Penalty: 3128.241943
	Iteration 7Q: 3 clusters Score -813057.1 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -813443.500000 Penalty: 3128.241943
	Iteration 8Q: 3 clusters Score -813443.5 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -813914.937500 Penalty: 3128.241943
	Iteration 9Q: 3 clusters Score -813914.9 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -814378.625000 Penalty: 3128.241943
	Iteration 10Q: 3 clusters Score -814378.6 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -814743.750000 Penalty: 3128.241943
	Iteration 11Q: 3 clusters Score -814743.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -814962.062500 Penalty: 3128.241943
	Iteration 12Q: 3 clusters Score -814962.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -815121.937500 Penalty: 3128.241943
	Iteration 13Q: 3 clusters Score -815121.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -815257.125000 Penalty: 3128.241943
	Iteration 14Q: 3 clusters Score -815257.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -815352.250000 Penalty: 3128.241943
	Iteration 15Q: 3 clusters Score -815352.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -815436.500000 Penalty: 3128.241943
	Iteration 16Q: 3 clusters Score -815436.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -815523.500000 Penalty: 3128.241943
	Iteration 17Q: 3 clusters Score -815523.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -815615.000000 Penalty: 3128.241943
	Iteration 18Q: 3 clusters Score -815615 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -815693.437500 Penalty: 3128.241943
	Iteration 19Q: 3 clusters Score -815693.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -815776.750000 Penalty: 3128.241943
	Iteration 20F: 3 clusters Score -815776.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -815846.500000 Penalty: 3128.241943
	Iteration 21Q: 3 clusters Score -815846.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -815907.687500 Penalty: 3128.241943
	Iteration 22Q: 3 clusters Score -815907.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -815969.875000 Penalty: 3128.241943
	Iteration 23Q: 3 clusters Score -815969.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -816024.250000 Penalty: 3128.241943
	Iteration 24Q: 3 clusters Score -816024.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -816086.687500 Penalty: 3128.241943
	Iteration 25Q: 3 clusters Score -816086.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -816144.062500 Penalty: 3128.241943
	Iteration 26Q: 3 clusters Score -816144.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -816189.750000 Penalty: 3128.241943
	Iteration 27Q: 3 clusters Score -816189.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -816235.125000 Penalty: 3128.241943
	Iteration 28Q: 3 clusters Score -816235.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -816280.812500 Penalty: 3128.241943
	Iteration 29Q: 3 clusters Score -816280.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -816329.062500 Penalty: 3128.241943
	Iteration 30Q: 3 clusters Score -816329.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -816368.687500 Penalty: 3128.241943
	Iteration 31Q: 3 clusters Score -816368.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -816397.000000 Penalty: 3128.241943
	Iteration 32Q: 3 clusters Score -816397 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -816431.312500 Penalty: 3128.241943
	Iteration 33Q: 3 clusters Score -816431.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -816466.000000 Penalty: 3128.241943
	Iteration 34Q: 3 clusters Score -816466 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -816499.687500 Penalty: 3128.241943
	Iteration 35Q: 3 clusters Score -816499.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -816520.250000 Penalty: 3128.241943
	Iteration 36Q: 3 clusters Score -816520.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -816541.312500 Penalty: 3128.241943
	Iteration 37Q: 3 clusters Score -816541.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -816557.562500 Penalty: 3128.241943
	Iteration 38Q: 3 clusters Score -816557.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -816567.500000 Penalty: 3128.241943
	Iteration 39Q: 3 clusters Score -816567.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -816579.000000 Penalty: 3128.241943
	Iteration 40F: 3 clusters Score -816579 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -816587.687500 Penalty: 3128.241943
	Iteration 41Q: 3 clusters Score -816587.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -816593.500000 Penalty: 3128.241943
	Iteration 42Q: 3 clusters Score -816593.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -816595.500000 Penalty: 3128.241943
	Iteration 43Q: 3 clusters Score -816595.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -816597.500000 Penalty: 3128.241943
	Iteration 44Q: 3 clusters Score -816597.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -816599.687500 Penalty: 3128.241943
	Iteration 45Q: 3 clusters Score -816599.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -816601.125000 Penalty: 3128.241943
	Iteration 46Q: 3 clusters Score -816601.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -816603.750000 Penalty: 3128.241943
	Iteration 47Q: 3 clusters Score -816603.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -816605.125000 Penalty: 3128.241943
	Iteration 48Q: 3 clusters Score -816605.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -816605.187500 Penalty: 3128.241943
	Iteration 49Q: 3 clusters Score -816605.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -816606.312500 Penalty: 3128.241943
	Iteration 50Q: 3 clusters Score -816606.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -816607.750000 Penalty: 3128.241943
	Iteration 51Q: 3 clusters Score -816607.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -816609.187500 Penalty: 3128.241943
	Iteration 52Q: 3 clusters Score -816609.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -816609.187500 Penalty: 3128.241943
	Iteration 53F: 3 clusters Score -816609.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Entering Unmasked Estep 
Score: -80062.015625 Penalty: 1207.586182
	Iteration 0F: 2 clusters Score -80062.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -78160.898438 Penalty: 2415.172363
	Iteration 0F: 3 clusters Score -78160.9 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -78551.250000 Penalty: 2415.172363
	Iteration 1F: 3 clusters Score -78551.25 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -78657.921875 Penalty: 2415.172363
	Iteration 2F: 3 clusters Score -78657.92 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -78733.359375 Penalty: 2415.172363
	Iteration 3Q: 3 clusters Score -78733.36 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -78780.757812 Penalty: 2415.172363
	Iteration 4Q: 3 clusters Score -78780.76 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -78840.343750 Penalty: 2415.172363
	Iteration 5Q: 3 clusters Score -78840.34 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -78908.226562 Penalty: 2415.172363
	Iteration 6Q: 3 clusters Score -78908.23 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -78974.515625 Penalty: 2415.172363
	Iteration 7Q: 3 clusters Score -78974.52 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -79029.437500 Penalty: 2415.172363
	Iteration 8Q: 3 clusters Score -79029.44 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -79076.210938 Penalty: 2415.172363
	Iteration 9Q: 3 clusters Score -79076.21 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -79118.742188 Penalty: 2415.172363
	Iteration 10Q: 3 clusters Score -79118.74 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -79149.953125 Penalty: 2415.172363
	Iteration 11Q: 3 clusters Score -79149.95 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -79178.507812 Penalty: 2415.172363
	Iteration 12Q: 3 clusters Score -79178.51 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -79199.515625 Penalty: 2415.172363
	Iteration 13Q: 3 clusters Score -79199.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -79221.710938 Penalty: 2415.172363
	Iteration 14Q: 3 clusters Score -79221.71 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -79245.218750 Penalty: 2415.172363
	Iteration 15Q: 3 clusters Score -79245.22 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -79269.687500 Penalty: 2415.172363
	Iteration 16Q: 3 clusters Score -79269.69 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -79285.882812 Penalty: 2415.172363
	Iteration 17Q: 3 clusters Score -79285.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -79294.820312 Penalty: 2415.172363
	Iteration 18Q: 3 clusters Score -79294.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -79301.250000 Penalty: 2415.172363
	Iteration 19Q: 3 clusters Score -79301.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -79306.007812 Penalty: 2415.172363
	Iteration 20F: 3 clusters Score -79306.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -79307.750000 Penalty: 2415.172363
	Iteration 21Q: 3 clusters Score -79307.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -79310.171875 Penalty: 2415.172363
	Iteration 22Q: 3 clusters Score -79310.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -79313.781250 Penalty: 2415.172363
	Iteration 23Q: 3 clusters Score -79313.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -79319.781250 Penalty: 2415.172363
	Iteration 24Q: 3 clusters Score -79319.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -79322.625000 Penalty: 2415.172363
	Iteration 25Q: 3 clusters Score -79322.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -79323.828125 Penalty: 2415.172363
	Iteration 26Q: 3 clusters Score -79323.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -79326.328125 Penalty: 2415.172363
	Iteration 27Q: 3 clusters Score -79326.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -79328.921875 Penalty: 2415.172363
	Iteration 28Q: 3 clusters Score -79328.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -79332.015625 Penalty: 2415.172363
	Iteration 29Q: 3 clusters Score -79332.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -79333.656250 Penalty: 2415.172363
	Iteration 30Q: 3 clusters Score -79333.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -79334.914062 Penalty: 2415.172363
	Iteration 31Q: 3 clusters Score -79334.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -79336.460938 Penalty: 2415.172363
	Iteration 32Q: 3 clusters Score -79336.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -79337.156250 Penalty: 2415.172363
	Iteration 33Q: 3 clusters Score -79337.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -79339.445312 Penalty: 2415.172363
	Iteration 34Q: 3 clusters Score -79339.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -79342.250000 Penalty: 2415.172363
	Iteration 35Q: 3 clusters Score -79342.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -79344.375000 Penalty: 2415.172363
	Iteration 36Q: 3 clusters Score -79344.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -79348.359375 Penalty: 2415.172363
	Iteration 37Q: 3 clusters Score -79348.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -79351.375000 Penalty: 2415.172363
	Iteration 38Q: 3 clusters Score -79351.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -79352.445312 Penalty: 2415.172363
	Iteration 39Q: 3 clusters Score -79352.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -79353.117188 Penalty: 2415.172363
	Iteration 40F: 3 clusters Score -79353.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Entering Unmasked Estep 
Score: -623923.500000 Penalty: 1531.202881
	Iteration 0F: 2 clusters Score -623923.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -615248.375000 Penalty: 3062.405762
	Iteration 0F: 3 clusters Score -615248.4 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -618193.812500 Penalty: 3062.405762
	Iteration 1F: 3 clusters Score -618193.8 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -618492.500000 Penalty: 3062.405762
	Iteration 2F: 3 clusters Score -618492.5 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -618829.750000 Penalty: 3062.405762
	Iteration 3F: 3 clusters Score -618829.8 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -619278.562500 Penalty: 3062.405762
	Iteration 4F: 3 clusters Score -619278.6 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -619845.187500 Penalty: 3062.405762
	Iteration 5F: 3 clusters Score -619845.2 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -620520.250000 Penalty: 3062.405762
	Iteration 6F: 3 clusters Score -620520.2 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -621217.937500 Penalty: 3062.405762
	Iteration 7F: 3 clusters Score -621217.9 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -621791.000000 Penalty: 3062.405762
	Iteration 8F: 3 clusters Score -621791 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -622141.125000 Penalty: 3062.405762
	Iteration 9Q: 3 clusters Score -622141.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -622342.187500 Penalty: 3062.405762
	Iteration 10Q: 3 clusters Score -622342.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -622452.375000 Penalty: 3062.405762
	Iteration 11Q: 3 clusters Score -622452.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -622508.125000 Penalty: 3062.405762
	Iteration 12Q: 3 clusters Score -622508.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -622541.187500 Penalty: 3062.405762
	Iteration 13Q: 3 clusters Score -622541.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -622570.062500 Penalty: 3062.405762
	Iteration 14Q: 3 clusters Score -622570.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -622587.687500 Penalty: 3062.405762
	Iteration 15Q: 3 clusters Score -622587.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -622592.250000 Penalty: 3062.405762
	Iteration 16Q: 3 clusters Score -622592.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -622595.875000 Penalty: 3062.405762
	Iteration 17Q: 3 clusters Score -622595.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -622598.125000 Penalty: 3062.405762
	Iteration 18Q: 3 clusters Score -622598.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -622598.125000 Penalty: 3062.405762
	Iteration 19F: 3 clusters Score -622598.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Entering Unmasked Estep 
Score: -753430.062500 Penalty: 1546.646606
	Iteration 0F: 2 clusters Score -753430.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -743936.812500 Penalty: 3093.293213
	Iteration 0F: 3 clusters Score -743936.8 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -747109.687500 Penalty: 3093.293213
	Iteration 1F: 3 clusters Score -747109.7 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -747360.500000 Penalty: 3093.293213
	Iteration 2F: 3 clusters Score -747360.5 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -747590.875000 Penalty: 3093.293213
	Iteration 3Q: 3 clusters Score -747590.9 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -747852.062500 Penalty: 3093.293213
	Iteration 4Q: 3 clusters Score -747852.1 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -748133.250000 Penalty: 3093.293213
	Iteration 5Q: 3 clusters Score -748133.2 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -748497.937500 Penalty: 3093.293213
	Iteration 6Q: 3 clusters Score -748497.9 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -748976.562500 Penalty: 3093.293213
	Iteration 7F: 3 clusters Score -748976.6 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -749582.750000 Penalty: 3093.293213
	Iteration 8F: 3 clusters Score -749582.8 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -750251.250000 Penalty: 3093.293213
	Iteration 9F: 3 clusters Score -750251.2 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -750870.687500 Penalty: 3093.293213
	Iteration 10F: 3 clusters Score -750870.7 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -751357.312500 Penalty: 3093.293213
	Iteration 11Q: 3 clusters Score -751357.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -751656.500000 Penalty: 3093.293213
	Iteration 12Q: 3 clusters Score -751656.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -751835.187500 Penalty: 3093.293213
	Iteration 13Q: 3 clusters Score -751835.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -751927.750000 Penalty: 3093.293213
	Iteration 14Q: 3 clusters Score -751927.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -751982.875000 Penalty: 3093.293213
	Iteration 15Q: 3 clusters Score -751982.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -752019.750000 Penalty: 3093.293213
	Iteration 16Q: 3 clusters Score -752019.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -752043.187500 Penalty: 3093.293213
	Iteration 17Q: 3 clusters Score -752043.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -752061.437500 Penalty: 3093.293213
	Iteration 18Q: 3 clusters Score -752061.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -752075.437500 Penalty: 3093.293213
	Iteration 19Q: 3 clusters Score -752075.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -752081.500000 Penalty: 3093.293213
	Iteration 20F: 3 clusters Score -752081.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -752083.562500 Penalty: 3093.293213
	Iteration 21Q: 3 clusters Score -752083.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -752084.375000 Penalty: 3093.293213
	Iteration 22Q: 3 clusters Score -752084.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -752086.187500 Penalty: 3093.293213
	Iteration 23Q: 3 clusters Score -752086.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -752087.187500 Penalty: 3093.293213
	Iteration 24Q: 3 clusters Score -752087.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -752087.937500 Penalty: 3093.293213
	Iteration 25Q: 3 clusters Score -752087.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -752087.937500 Penalty: 3093.293213
	Iteration 26F: 3 clusters Score -752087.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Entering Unmasked Estep 
Score: -167564.859375 Penalty: 1311.725220
	Iteration 0F: 2 clusters Score -167564.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -164719.125000 Penalty: 2623.450439
	Iteration 0F: 3 clusters Score -164719.1 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -165374.343750 Penalty: 2623.450439
	Iteration 1F: 3 clusters Score -165374.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -165489.578125 Penalty: 2623.450439
	Iteration 2F: 3 clusters Score -165489.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -165559.609375 Penalty: 2623.450439
	Iteration 3Q: 3 clusters Score -165559.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -165607.437500 Penalty: 2623.450439
	Iteration 4Q: 3 clusters Score -165607.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -165640.265625 Penalty: 2623.450439
	Iteration 5Q: 3 clusters Score -165640.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -165662.906250 Penalty: 2623.450439
	Iteration 6Q: 3 clusters Score -165662.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -165687.687500 Penalty: 2623.450439
	Iteration 7Q: 3 clusters Score -165687.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -165711.281250 Penalty: 2623.450439
	Iteration 8Q: 3 clusters Score -165711.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -165732.703125 Penalty: 2623.450439
	Iteration 9Q: 3 clusters Score -165732.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -165745.343750 Penalty: 2623.450439
	Iteration 10Q: 3 clusters Score -165745.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -165756.468750 Penalty: 2623.450439
	Iteration 11Q: 3 clusters Score -165756.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -165767.656250 Penalty: 2623.450439
	Iteration 12Q: 3 clusters Score -165767.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -165776.406250 Penalty: 2623.450439
	Iteration 13Q: 3 clusters Score -165776.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -165783.390625 Penalty: 2623.450439
	Iteration 14Q: 3 clusters Score -165783.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -165791.312500 Penalty: 2623.450439
	Iteration 15Q: 3 clusters Score -165791.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -165796.859375 Penalty: 2623.450439
	Iteration 16Q: 3 clusters Score -165796.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -165801.625000 Penalty: 2623.450439
	Iteration 17Q: 3 clusters Score -165801.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -165804.625000 Penalty: 2623.450439
	Iteration 18Q: 3 clusters Score -165804.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -165808.703125 Penalty: 2623.450439
	Iteration 19Q: 3 clusters Score -165808.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -165813.453125 Penalty: 2623.450439
	Iteration 20F: 3 clusters Score -165813.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -165819.859375 Penalty: 2623.450439
	Iteration 21Q: 3 clusters Score -165819.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -165825.609375 Penalty: 2623.450439
	Iteration 22Q: 3 clusters Score -165825.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -165833.078125 Penalty: 2623.450439
	Iteration 23Q: 3 clusters Score -165833.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -165837.328125 Penalty: 2623.450439
	Iteration 24Q: 3 clusters Score -165837.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -165840.218750 Penalty: 2623.450439
	Iteration 25Q: 3 clusters Score -165840.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -165845.859375 Penalty: 2623.450439
	Iteration 26Q: 3 clusters Score -165845.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -165851.468750 Penalty: 2623.450439
	Iteration 27Q: 3 clusters Score -165851.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -165854.640625 Penalty: 2623.450439
	Iteration 28Q: 3 clusters Score -165854.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -165857.984375 Penalty: 2623.450439
	Iteration 29Q: 3 clusters Score -165858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -165860.859375 Penalty: 2623.450439
	Iteration 30Q: 3 clusters Score -165860.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -165864.437500 Penalty: 2623.450439
	Iteration 31Q: 3 clusters Score -165864.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -165868.984375 Penalty: 2623.450439
	Iteration 32Q: 3 clusters Score -165869 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -165875.046875 Penalty: 2623.450439
	Iteration 33Q: 3 clusters Score -165875 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -165881.609375 Penalty: 2623.450439
	Iteration 34Q: 3 clusters Score -165881.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -165890.187500 Penalty: 2623.450439
	Iteration 35Q: 3 clusters Score -165890.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -165899.765625 Penalty: 2623.450439
	Iteration 36Q: 3 clusters Score -165899.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -165910.109375 Penalty: 2623.450439
	Iteration 37Q: 3 clusters Score -165910.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -165917.906250 Penalty: 2623.450439
	Iteration 38Q: 3 clusters Score -165917.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -165925.703125 Penalty: 2623.450439
	Iteration 39Q: 3 clusters Score -165925.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -165933.453125 Penalty: 2623.450439
	Iteration 40F: 3 clusters Score -165933.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -165941.500000 Penalty: 2623.450439
	Iteration 41Q: 3 clusters Score -165941.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -165947.000000 Penalty: 2623.450439
	Iteration 42Q: 3 clusters Score -165947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -165952.234375 Penalty: 2623.450439
	Iteration 43Q: 3 clusters Score -165952.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -165959.015625 Penalty: 2623.450439
	Iteration 44Q: 3 clusters Score -165959 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -165966.296875 Penalty: 2623.450439
	Iteration 45Q: 3 clusters Score -165966.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -165975.156250 Penalty: 2623.450439
	Iteration 46Q: 3 clusters Score -165975.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -165980.890625 Penalty: 2623.450439
	Iteration 47Q: 3 clusters Score -165980.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -165989.875000 Penalty: 2623.450439
	Iteration 48Q: 3 clusters Score -165989.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -165996.828125 Penalty: 2623.450439
	Iteration 49Q: 3 clusters Score -165996.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -166003.437500 Penalty: 2623.450439
	Iteration 50Q: 3 clusters Score -166003.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -166011.906250 Penalty: 2623.450439
	Iteration 51Q: 3 clusters Score -166011.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -166022.156250 Penalty: 2623.450439
	Iteration 52Q: 3 clusters Score -166022.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -166032.437500 Penalty: 2623.450439
	Iteration 53Q: 3 clusters Score -166032.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -166041.812500 Penalty: 2623.450439
	Iteration 54Q: 3 clusters Score -166041.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -166054.843750 Penalty: 2623.450439
	Iteration 55Q: 3 clusters Score -166054.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -166067.000000 Penalty: 2623.450439
	Iteration 56Q: 3 clusters Score -166067 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -166077.203125 Penalty: 2623.450439
	Iteration 57Q: 3 clusters Score -166077.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -166087.468750 Penalty: 2623.450439
	Iteration 58Q: 3 clusters Score -166087.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -166096.312500 Penalty: 2623.450439
	Iteration 59Q: 3 clusters Score -166096.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -166103.687500 Penalty: 2623.450439
	Iteration 60F: 3 clusters Score -166103.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -166111.421875 Penalty: 2623.450439
	Iteration 61Q: 3 clusters Score -166111.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -166119.937500 Penalty: 2623.450439
	Iteration 62Q: 3 clusters Score -166119.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -166128.390625 Penalty: 2623.450439
	Iteration 63Q: 3 clusters Score -166128.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -166133.984375 Penalty: 2623.450439
	Iteration 64Q: 3 clusters Score -166134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -166140.515625 Penalty: 2623.450439
	Iteration 65Q: 3 clusters Score -166140.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -166147.906250 Penalty: 2623.450439
	Iteration 66Q: 3 clusters Score -166147.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -166157.734375 Penalty: 2623.450439
	Iteration 67Q: 3 clusters Score -166157.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -166166.171875 Penalty: 2623.450439
	Iteration 68Q: 3 clusters Score -166166.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -166173.921875 Penalty: 2623.450439
	Iteration 69Q: 3 clusters Score -166173.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -166186.609375 Penalty: 2623.450439
	Iteration 70Q: 3 clusters Score -166186.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -166201.437500 Penalty: 2623.450439
	Iteration 71Q: 3 clusters Score -166201.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -166214.593750 Penalty: 2623.450439
	Iteration 72Q: 3 clusters Score -166214.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -166223.656250 Penalty: 2623.450439
	Iteration 73Q: 3 clusters Score -166223.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -166227.187500 Penalty: 2623.450439
	Iteration 74Q: 3 clusters Score -166227.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -166232.437500 Penalty: 2623.450439
	Iteration 75Q: 3 clusters Score -166232.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -166236.250000 Penalty: 2623.450439
	Iteration 76Q: 3 clusters Score -166236.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -166241.593750 Penalty: 2623.450439
	Iteration 77Q: 3 clusters Score -166241.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -166247.046875 Penalty: 2623.450439
	Iteration 78Q: 3 clusters Score -166247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -166252.015625 Penalty: 2623.450439
	Iteration 79Q: 3 clusters Score -166252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -166258.859375 Penalty: 2623.450439
	Iteration 80F: 3 clusters Score -166258.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -166266.281250 Penalty: 2623.450439
	Iteration 81Q: 3 clusters Score -166266.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -166273.765625 Penalty: 2623.450439
	Iteration 82Q: 3 clusters Score -166273.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -166279.109375 Penalty: 2623.450439
	Iteration 83Q: 3 clusters Score -166279.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -166285.062500 Penalty: 2623.450439
	Iteration 84Q: 3 clusters Score -166285.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -166290.875000 Penalty: 2623.450439
	Iteration 85Q: 3 clusters Score -166290.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -166293.328125 Penalty: 2623.450439
	Iteration 86Q: 3 clusters Score -166293.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -166295.031250 Penalty: 2623.450439
	Iteration 87Q: 3 clusters Score -166295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -166296.703125 Penalty: 2623.450439
	Iteration 88Q: 3 clusters Score -166296.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -166299.421875 Penalty: 2623.450439
	Iteration 89Q: 3 clusters Score -166299.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -166302.578125 Penalty: 2623.450439
	Iteration 90Q: 3 clusters Score -166302.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -166308.453125 Penalty: 2623.450439
	Iteration 91Q: 3 clusters Score -166308.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -166313.968750 Penalty: 2623.450439
	Iteration 92Q: 3 clusters Score -166314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -166317.750000 Penalty: 2623.450439
	Iteration 93Q: 3 clusters Score -166317.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -166321.671875 Penalty: 2623.450439
	Iteration 94Q: 3 clusters Score -166321.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -166326.046875 Penalty: 2623.450439
	Iteration 95Q: 3 clusters Score -166326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -166330.203125 Penalty: 2623.450439
	Iteration 96Q: 3 clusters Score -166330.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -166334.734375 Penalty: 2623.450439
	Iteration 97Q: 3 clusters Score -166334.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -166338.046875 Penalty: 2623.450439
	Iteration 98Q: 3 clusters Score -166338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -166340.343750 Penalty: 2623.450439
	Iteration 99Q: 3 clusters Score -166340.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -166342.437500 Penalty: 2623.450439
	Iteration 100F: 3 clusters Score -166342.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -166342.593750 Penalty: 2623.450439
	Iteration 101Q: 3 clusters Score -166342.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -166342.593750 Penalty: 2623.450439
	Iteration 102F: 3 clusters Score -166342.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Entering Unmasked Estep 
Score: -121942.539062 Penalty: 1254.647095
	Iteration 0F: 2 clusters Score -121942.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -119636.828125 Penalty: 2509.294189
	Iteration 0F: 3 clusters Score -119636.8 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -120141.171875 Penalty: 2509.294189
	Iteration 1F: 3 clusters Score -120141.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -120254.585938 Penalty: 2509.294189
	Iteration 2F: 3 clusters Score -120254.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -120321.203125 Penalty: 2509.294189
	Iteration 3Q: 3 clusters Score -120321.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -120362.890625 Penalty: 2509.294189
	Iteration 4Q: 3 clusters Score -120362.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -120394.882812 Penalty: 2509.294189
	Iteration 5Q: 3 clusters Score -120394.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -120417.523438 Penalty: 2509.294189
	Iteration 6Q: 3 clusters Score -120417.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -120435.515625 Penalty: 2509.294189
	Iteration 7Q: 3 clusters Score -120435.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -120450.062500 Penalty: 2509.294189
	Iteration 8Q: 3 clusters Score -120450.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -120463.812500 Penalty: 2509.294189
	Iteration 9Q: 3 clusters Score -120463.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -120476.093750 Penalty: 2509.294189
	Iteration 10Q: 3 clusters Score -120476.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -120487.062500 Penalty: 2509.294189
	Iteration 11Q: 3 clusters Score -120487.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -120495.460938 Penalty: 2509.294189
	Iteration 12Q: 3 clusters Score -120495.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -120507.390625 Penalty: 2509.294189
	Iteration 13Q: 3 clusters Score -120507.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -120515.617188 Penalty: 2509.294189
	Iteration 14Q: 3 clusters Score -120515.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -120521.078125 Penalty: 2509.294189
	Iteration 15Q: 3 clusters Score -120521.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -120525.703125 Penalty: 2509.294189
	Iteration 16Q: 3 clusters Score -120525.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -120529.320312 Penalty: 2509.294189
	Iteration 17Q: 3 clusters Score -120529.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -120532.429688 Penalty: 2509.294189
	Iteration 18Q: 3 clusters Score -120532.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -120536.109375 Penalty: 2509.294189
	Iteration 19Q: 3 clusters Score -120536.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -120537.773438 Penalty: 2509.294189
	Iteration 20F: 3 clusters Score -120537.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -120539.617188 Penalty: 2509.294189
	Iteration 21Q: 3 clusters Score -120539.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -120541.671875 Penalty: 2509.294189
	Iteration 22Q: 3 clusters Score -120541.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -120543.914062 Penalty: 2509.294189
	Iteration 23Q: 3 clusters Score -120543.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -120545.796875 Penalty: 2509.294189
	Iteration 24Q: 3 clusters Score -120545.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -120547.445312 Penalty: 2509.294189
	Iteration 25Q: 3 clusters Score -120547.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -120550.296875 Penalty: 2509.294189
	Iteration 26Q: 3 clusters Score -120550.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -120551.851562 Penalty: 2509.294189
	Iteration 27Q: 3 clusters Score -120551.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -120554.718750 Penalty: 2509.294189
	Iteration 28Q: 3 clusters Score -120554.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -120556.539062 Penalty: 2509.294189
	Iteration 29Q: 3 clusters Score -120556.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -120559.132812 Penalty: 2509.294189
	Iteration 30Q: 3 clusters Score -120559.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -120563.140625 Penalty: 2509.294189
	Iteration 31Q: 3 clusters Score -120563.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -120566.523438 Penalty: 2509.294189
	Iteration 32Q: 3 clusters Score -120566.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -120573.429688 Penalty: 2509.294189
	Iteration 33Q: 3 clusters Score -120573.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -120580.835938 Penalty: 2509.294189
	Iteration 34Q: 3 clusters Score -120580.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -120589.656250 Penalty: 2509.294189
	Iteration 35Q: 3 clusters Score -120589.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -120599.781250 Penalty: 2509.294189
	Iteration 36Q: 3 clusters Score -120599.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -120610.523438 Penalty: 2509.294189
	Iteration 37Q: 3 clusters Score -120610.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -120621.078125 Penalty: 2509.294189
	Iteration 38Q: 3 clusters Score -120621.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -120629.656250 Penalty: 2509.294189
	Iteration 39Q: 3 clusters Score -120629.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -120640.640625 Penalty: 2509.294189
	Iteration 40F: 3 clusters Score -120640.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -120650.601562 Penalty: 2509.294189
	Iteration 41Q: 3 clusters Score -120650.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -120662.421875 Penalty: 2509.294189
	Iteration 42Q: 3 clusters Score -120662.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -120673.484375 Penalty: 2509.294189
	Iteration 43Q: 3 clusters Score -120673.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -120687.296875 Penalty: 2509.294189
	Iteration 44Q: 3 clusters Score -120687.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -120695.687500 Penalty: 2509.294189
	Iteration 45Q: 3 clusters Score -120695.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -120704.250000 Penalty: 2509.294189
	Iteration 46Q: 3 clusters Score -120704.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -120710.984375 Penalty: 2509.294189
	Iteration 47Q: 3 clusters Score -120711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -120720.210938 Penalty: 2509.294189
	Iteration 48Q: 3 clusters Score -120720.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -120724.351562 Penalty: 2509.294189
	Iteration 49Q: 3 clusters Score -120724.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -120726.773438 Penalty: 2509.294189
	Iteration 50Q: 3 clusters Score -120726.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -120730.781250 Penalty: 2509.294189
	Iteration 51Q: 3 clusters Score -120730.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -120733.664062 Penalty: 2509.294189
	Iteration 52Q: 3 clusters Score -120733.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -120736.726562 Penalty: 2509.294189
	Iteration 53Q: 3 clusters Score -120736.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -120739.500000 Penalty: 2509.294189
	Iteration 54Q: 3 clusters Score -120739.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -120741.718750 Penalty: 2509.294189
	Iteration 55Q: 3 clusters Score -120741.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -120744.750000 Penalty: 2509.294189
	Iteration 56Q: 3 clusters Score -120744.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -120748.609375 Penalty: 2509.294189
	Iteration 57Q: 3 clusters Score -120748.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -120753.046875 Penalty: 2509.294189
	Iteration 58Q: 3 clusters Score -120753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -120760.312500 Penalty: 2509.294189
	Iteration 59Q: 3 clusters Score -120760.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -120764.515625 Penalty: 2509.294189
	Iteration 60F: 3 clusters Score -120764.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -120768.171875 Penalty: 2509.294189
	Iteration 61Q: 3 clusters Score -120768.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -120771.007812 Penalty: 2509.294189
	Iteration 62Q: 3 clusters Score -120771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -120772.062500 Penalty: 2509.294189
	Iteration 63Q: 3 clusters Score -120772.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -120772.085938 Penalty: 2509.294189
	Iteration 64Q: 3 clusters Score -120772.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -120772.085938 Penalty: 2509.294189
	Iteration 65F: 3 clusters Score -120772.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Entering Unmasked Estep 
Score: -107778.148438 Penalty: 1257.362671
	Iteration 0F: 2 clusters Score -107778.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -105483.953125 Penalty: 2514.725342
	Iteration 0F: 3 clusters Score -105484 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -106005.453125 Penalty: 2514.725342
	Iteration 1F: 3 clusters Score -106005.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -106140.750000 Penalty: 2514.725342
	Iteration 2F: 3 clusters Score -106140.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -106225.648438 Penalty: 2514.725342
	Iteration 3F: 3 clusters Score -106225.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -106267.335938 Penalty: 2514.725342
	Iteration 4Q: 3 clusters Score -106267.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -106300.976562 Penalty: 2514.725342
	Iteration 5Q: 3 clusters Score -106301 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -106325.234375 Penalty: 2514.725342
	Iteration 6Q: 3 clusters Score -106325.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -106339.585938 Penalty: 2514.725342
	Iteration 7Q: 3 clusters Score -106339.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -106356.585938 Penalty: 2514.725342
	Iteration 8Q: 3 clusters Score -106356.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -106377.851562 Penalty: 2514.725342
	Iteration 9Q: 3 clusters Score -106377.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -106397.359375 Penalty: 2514.725342
	Iteration 10Q: 3 clusters Score -106397.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -106417.257812 Penalty: 2514.725342
	Iteration 11Q: 3 clusters Score -106417.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -106431.500000 Penalty: 2514.725342
	Iteration 12Q: 3 clusters Score -106431.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -106447.562500 Penalty: 2514.725342
	Iteration 13Q: 3 clusters Score -106447.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -106459.851562 Penalty: 2514.725342
	Iteration 14Q: 3 clusters Score -106459.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -106479.773438 Penalty: 2514.725342
	Iteration 15Q: 3 clusters Score -106479.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -106501.765625 Penalty: 2514.725342
	Iteration 16Q: 3 clusters Score -106501.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -106519.460938 Penalty: 2514.725342
	Iteration 17Q: 3 clusters Score -106519.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -106532.250000 Penalty: 2514.725342
	Iteration 18Q: 3 clusters Score -106532.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -106542.156250 Penalty: 2514.725342
	Iteration 19Q: 3 clusters Score -106542.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -106552.062500 Penalty: 2514.725342
	Iteration 20F: 3 clusters Score -106552.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -106562.046875 Penalty: 2514.725342
	Iteration 21Q: 3 clusters Score -106562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -106570.570312 Penalty: 2514.725342
	Iteration 22Q: 3 clusters Score -106570.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -106575.812500 Penalty: 2514.725342
	Iteration 23Q: 3 clusters Score -106575.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -106580.125000 Penalty: 2514.725342
	Iteration 24Q: 3 clusters Score -106580.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -106584.554688 Penalty: 2514.725342
	Iteration 25Q: 3 clusters Score -106584.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -106589.203125 Penalty: 2514.725342
	Iteration 26Q: 3 clusters Score -106589.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -106593.523438 Penalty: 2514.725342
	Iteration 27Q: 3 clusters Score -106593.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -106596.351562 Penalty: 2514.725342
	Iteration 28Q: 3 clusters Score -106596.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -106597.828125 Penalty: 2514.725342
	Iteration 29Q: 3 clusters Score -106597.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -106598.054688 Penalty: 2514.725342
	Iteration 30Q: 3 clusters Score -106598.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -106598.375000 Penalty: 2514.725342
	Iteration 31Q: 3 clusters Score -106598.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -106598.375000 Penalty: 2514.725342
	Iteration 32F: 3 clusters Score -106598.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Entering Unmasked Estep 
Score: -203030.968750 Penalty: 1347.090942
	Iteration 0F: 2 clusters Score -203031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -199616.453125 Penalty: 2694.181885
	Iteration 0F: 3 clusters Score -199616.5 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -200491.406250 Penalty: 2694.181885
	Iteration 1F: 3 clusters Score -200491.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -200734.093750 Penalty: 2694.181885
	Iteration 2F: 3 clusters Score -200734.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -200950.156250 Penalty: 2694.181885
	Iteration 3F: 3 clusters Score -200950.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -201144.515625 Penalty: 2694.181885
	Iteration 4F: 3 clusters Score -201144.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -201301.765625 Penalty: 2694.181885
	Iteration 5Q: 3 clusters Score -201301.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -201447.453125 Penalty: 2694.181885
	Iteration 6Q: 3 clusters Score -201447.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -201598.125000 Penalty: 2694.181885
	Iteration 7Q: 3 clusters Score -201598.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -201728.671875 Penalty: 2694.181885
	Iteration 8Q: 3 clusters Score -201728.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -201861.125000 Penalty: 2694.181885
	Iteration 9Q: 3 clusters Score -201861.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -201972.781250 Penalty: 2694.181885
	Iteration 10Q: 3 clusters Score -201972.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -202090.875000 Penalty: 2694.181885
	Iteration 11Q: 3 clusters Score -202090.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -202202.609375 Penalty: 2694.181885
	Iteration 12Q: 3 clusters Score -202202.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -202310.250000 Penalty: 2694.181885
	Iteration 13Q: 3 clusters Score -202310.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -202407.578125 Penalty: 2694.181885
	Iteration 14Q: 3 clusters Score -202407.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -202495.593750 Penalty: 2694.181885
	Iteration 15Q: 3 clusters Score -202495.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -202566.906250 Penalty: 2694.181885
	Iteration 16Q: 3 clusters Score -202566.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -202610.500000 Penalty: 2694.181885
	Iteration 17Q: 3 clusters Score -202610.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -202646.218750 Penalty: 2694.181885
	Iteration 18Q: 3 clusters Score -202646.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -202669.718750 Penalty: 2694.181885
	Iteration 19Q: 3 clusters Score -202669.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -202694.234375 Penalty: 2694.181885
	Iteration 20F: 3 clusters Score -202694.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -202706.921875 Penalty: 2694.181885
	Iteration 21Q: 3 clusters Score -202706.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -202712.906250 Penalty: 2694.181885
	Iteration 22Q: 3 clusters Score -202712.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -202718.703125 Penalty: 2694.181885
	Iteration 23Q: 3 clusters Score -202718.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -202722.546875 Penalty: 2694.181885
	Iteration 24Q: 3 clusters Score -202722.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -202724.593750 Penalty: 2694.181885
	Iteration 25Q: 3 clusters Score -202724.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -202726.609375 Penalty: 2694.181885
	Iteration 26Q: 3 clusters Score -202726.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -202728.140625 Penalty: 2694.181885
	Iteration 27Q: 3 clusters Score -202728.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -202728.140625 Penalty: 2694.181885
	Iteration 28F: 3 clusters Score -202728.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Entering Unmasked Estep 
Score: -431207.781250 Penalty: 1463.318359
	Iteration 0F: 2 clusters Score -431207.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -425190.718750 Penalty: 2926.636719
	Iteration 0F: 3 clusters Score -425190.7 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -427104.687500 Penalty: 2926.636719
	Iteration 1F: 3 clusters Score -427104.7 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -427378.875000 Penalty: 2926.636719
	Iteration 2F: 3 clusters Score -427378.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -427669.468750 Penalty: 2926.636719
	Iteration 3F: 3 clusters Score -427669.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -427944.562500 Penalty: 2926.636719
	Iteration 4F: 3 clusters Score -427944.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -428215.187500 Penalty: 2926.636719
	Iteration 5F: 3 clusters Score -428215.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -428494.156250 Penalty: 2926.636719
	Iteration 6F: 3 clusters Score -428494.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -428799.062500 Penalty: 2926.636719
	Iteration 7F: 3 clusters Score -428799.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -429044.875000 Penalty: 2926.636719
	Iteration 8Q: 3 clusters Score -429044.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -429203.968750 Penalty: 2926.636719
	Iteration 9Q: 3 clusters Score -429204 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -429309.906250 Penalty: 2926.636719
	Iteration 10Q: 3 clusters Score -429309.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -429368.531250 Penalty: 2926.636719
	Iteration 11Q: 3 clusters Score -429368.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -429403.687500 Penalty: 2926.636719
	Iteration 12Q: 3 clusters Score -429403.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -429428.437500 Penalty: 2926.636719
	Iteration 13Q: 3 clusters Score -429428.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -429447.750000 Penalty: 2926.636719
	Iteration 14Q: 3 clusters Score -429447.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -429467.218750 Penalty: 2926.636719
	Iteration 15Q: 3 clusters Score -429467.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -429479.906250 Penalty: 2926.636719
	Iteration 16Q: 3 clusters Score -429479.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -429488.031250 Penalty: 2926.636719
	Iteration 17Q: 3 clusters Score -429488 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -429493.218750 Penalty: 2926.636719
	Iteration 18Q: 3 clusters Score -429493.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -429496.750000 Penalty: 2926.636719
	Iteration 19Q: 3 clusters Score -429496.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -429498.281250 Penalty: 2926.636719
	Iteration 20F: 3 clusters Score -429498.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -429501.406250 Penalty: 2926.636719
	Iteration 21Q: 3 clusters Score -429501.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -429503.000000 Penalty: 2926.636719
	Iteration 22Q: 3 clusters Score -429503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -429504.750000 Penalty: 2926.636719
	Iteration 23Q: 3 clusters Score -429504.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -429506.562500 Penalty: 2926.636719
	Iteration 24Q: 3 clusters Score -429506.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -429507.781250 Penalty: 2926.636719
	Iteration 25Q: 3 clusters Score -429507.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -429508.062500 Penalty: 2926.636719
	Iteration 26Q: 3 clusters Score -429508.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -429509.218750 Penalty: 2926.636719
	Iteration 27Q: 3 clusters Score -429509.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -429509.937500 Penalty: 2926.636719
	Iteration 28Q: 3 clusters Score -429509.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -429511.093750 Penalty: 2926.636719
	Iteration 29Q: 3 clusters Score -429511.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -429512.218750 Penalty: 2926.636719
	Iteration 30Q: 3 clusters Score -429512.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -429513.593750 Penalty: 2926.636719
	Iteration 31Q: 3 clusters Score -429513.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -429515.218750 Penalty: 2926.636719
	Iteration 32Q: 3 clusters Score -429515.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -429515.531250 Penalty: 2926.636719
	Iteration 33Q: 3 clusters Score -429515.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -429517.218750 Penalty: 2926.636719
	Iteration 34Q: 3 clusters Score -429517.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -429517.031250 Penalty: 2926.636719
	Iteration 35Q: 3 clusters Score -429517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -429516.750000 Penalty: 2926.636719
	Iteration 36Q: 3 clusters Score -429516.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -429516.562500 Penalty: 2926.636719
	Iteration 37Q: 3 clusters Score -429516.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -429516.531250 Penalty: 2926.636719
	Iteration 38Q: 3 clusters Score -429516.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -429517.406250 Penalty: 2926.636719
	Iteration 39Q: 3 clusters Score -429517.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -429519.031250 Penalty: 2926.636719
	Iteration 40F: 3 clusters Score -429519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -429517.968750 Penalty: 2926.636719
	Iteration 41Q: 3 clusters Score -429518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -429518.843750 Penalty: 2926.636719
	Iteration 42Q: 3 clusters Score -429518.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -429518.312500 Penalty: 2926.636719
	Iteration 43Q: 3 clusters Score -429518.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -429517.718750 Penalty: 2926.636719
	Iteration 44Q: 3 clusters Score -429517.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -429517.718750 Penalty: 2926.636719
	Iteration 45F: 3 clusters Score -429517.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Entering Unmasked Estep 
Score: -483865.187500 Penalty: 1477.761841
	Iteration 0F: 2 clusters Score -483865.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -477387.156250 Penalty: 2955.523682
	Iteration 0F: 3 clusters Score -477387.2 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -479325.468750 Penalty: 2955.523682
	Iteration 1F: 3 clusters Score -479325.5 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -479517.718750 Penalty: 2955.523682
	Iteration 2F: 3 clusters Score -479517.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -479650.156250 Penalty: 2955.523682
	Iteration 3Q: 3 clusters Score -479650.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -479765.250000 Penalty: 2955.523682
	Iteration 4Q: 3 clusters Score -479765.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -479865.093750 Penalty: 2955.523682
	Iteration 5Q: 3 clusters Score -479865.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -479951.093750 Penalty: 2955.523682
	Iteration 6Q: 3 clusters Score -479951.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -480031.312500 Penalty: 2955.523682
	Iteration 7Q: 3 clusters Score -480031.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -480115.593750 Penalty: 2955.523682
	Iteration 8Q: 3 clusters Score -480115.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -480202.625000 Penalty: 2955.523682
	Iteration 9Q: 3 clusters Score -480202.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -480287.375000 Penalty: 2955.523682
	Iteration 10Q: 3 clusters Score -480287.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -480400.125000 Penalty: 2955.523682
	Iteration 11Q: 3 clusters Score -480400.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -480555.187500 Penalty: 2955.523682
	Iteration 12Q: 3 clusters Score -480555.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -480760.156250 Penalty: 2955.523682
	Iteration 13Q: 3 clusters Score -480760.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -480977.187500 Penalty: 2955.523682
	Iteration 14Q: 3 clusters Score -480977.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -481221.718750 Penalty: 2955.523682
	Iteration 15Q: 3 clusters Score -481221.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -481461.593750 Penalty: 2955.523682
	Iteration 16Q: 3 clusters Score -481461.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -481697.468750 Penalty: 2955.523682
	Iteration 17Q: 3 clusters Score -481697.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -481862.875000 Penalty: 2955.523682
	Iteration 18Q: 3 clusters Score -481862.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -481962.218750 Penalty: 2955.523682
	Iteration 19Q: 3 clusters Score -481962.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -482022.750000 Penalty: 2955.523682
	Iteration 20F: 3 clusters Score -482022.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -482069.968750 Penalty: 2955.523682
	Iteration 21Q: 3 clusters Score -482070 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -482114.125000 Penalty: 2955.523682
	Iteration 22Q: 3 clusters Score -482114.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -482166.843750 Penalty: 2955.523682
	Iteration 23Q: 3 clusters Score -482166.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -482220.531250 Penalty: 2955.523682
	Iteration 24Q: 3 clusters Score -482220.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -482264.843750 Penalty: 2955.523682
	Iteration 25Q: 3 clusters Score -482264.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -482296.656250 Penalty: 2955.523682
	Iteration 26Q: 3 clusters Score -482296.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -482320.250000 Penalty: 2955.523682
	Iteration 27Q: 3 clusters Score -482320.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -482346.093750 Penalty: 2955.523682
	Iteration 28Q: 3 clusters Score -482346.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -482364.281250 Penalty: 2955.523682
	Iteration 29Q: 3 clusters Score -482364.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -482380.500000 Penalty: 2955.523682
	Iteration 30Q: 3 clusters Score -482380.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -482392.781250 Penalty: 2955.523682
	Iteration 31Q: 3 clusters Score -482392.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -482402.750000 Penalty: 2955.523682
	Iteration 32Q: 3 clusters Score -482402.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -482412.968750 Penalty: 2955.523682
	Iteration 33Q: 3 clusters Score -482413 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -482424.437500 Penalty: 2955.523682
	Iteration 34Q: 3 clusters Score -482424.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -482434.000000 Penalty: 2955.523682
	Iteration 35Q: 3 clusters Score -482434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -482442.187500 Penalty: 2955.523682
	Iteration 36Q: 3 clusters Score -482442.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -482451.187500 Penalty: 2955.523682
	Iteration 37Q: 3 clusters Score -482451.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -482462.875000 Penalty: 2955.523682
	Iteration 38Q: 3 clusters Score -482462.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -482469.156250 Penalty: 2955.523682
	Iteration 39Q: 3 clusters Score -482469.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -482475.750000 Penalty: 2955.523682
	Iteration 40F: 3 clusters Score -482475.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -482480.156250 Penalty: 2955.523682
	Iteration 41Q: 3 clusters Score -482480.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -482483.718750 Penalty: 2955.523682
	Iteration 42Q: 3 clusters Score -482483.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -482488.500000 Penalty: 2955.523682
	Iteration 43Q: 3 clusters Score -482488.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -482493.718750 Penalty: 2955.523682
	Iteration 44Q: 3 clusters Score -482493.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -482500.093750 Penalty: 2955.523682
	Iteration 45Q: 3 clusters Score -482500.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -482505.281250 Penalty: 2955.523682
	Iteration 46Q: 3 clusters Score -482505.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -482506.625000 Penalty: 2955.523682
	Iteration 47Q: 3 clusters Score -482506.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -482510.156250 Penalty: 2955.523682
	Iteration 48Q: 3 clusters Score -482510.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -482513.437500 Penalty: 2955.523682
	Iteration 49Q: 3 clusters Score -482513.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -482515.562500 Penalty: 2955.523682
	Iteration 50Q: 3 clusters Score -482515.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -482519.343750 Penalty: 2955.523682
	Iteration 51Q: 3 clusters Score -482519.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -482521.031250 Penalty: 2955.523682
	Iteration 52Q: 3 clusters Score -482521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -482521.656250 Penalty: 2955.523682
	Iteration 53Q: 3 clusters Score -482521.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -482525.531250 Penalty: 2955.523682
	Iteration 54Q: 3 clusters Score -482525.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -482529.062500 Penalty: 2955.523682
	Iteration 55Q: 3 clusters Score -482529.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -482533.281250 Penalty: 2955.523682
	Iteration 56Q: 3 clusters Score -482533.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -482535.343750 Penalty: 2955.523682
	Iteration 57Q: 3 clusters Score -482535.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -482535.468750 Penalty: 2955.523682
	Iteration 58Q: 3 clusters Score -482535.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -482537.250000 Penalty: 2955.523682
	Iteration 59Q: 3 clusters Score -482537.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -482538.625000 Penalty: 2955.523682
	Iteration 60F: 3 clusters Score -482538.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -482539.937500 Penalty: 2955.523682
	Iteration 61Q: 3 clusters Score -482539.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -482541.281250 Penalty: 2955.523682
	Iteration 62Q: 3 clusters Score -482541.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -482540.687500 Penalty: 2955.523682
	Iteration 63Q: 3 clusters Score -482540.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -482540.687500 Penalty: 2955.523682
	Iteration 64F: 3 clusters Score -482540.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Entering Unmasked Estep 
Score: -218988.640625 Penalty: 1342.119873
	Iteration 0F: 2 clusters Score -218988.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -215702.593750 Penalty: 2684.239746
	Iteration 0F: 3 clusters Score -215702.6 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -216499.953125 Penalty: 2684.239746
	Iteration 1F: 3 clusters Score -216500 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -216627.937500 Penalty: 2684.239746
	Iteration 2F: 3 clusters Score -216627.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -216707.734375 Penalty: 2684.239746
	Iteration 3Q: 3 clusters Score -216707.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -216763.625000 Penalty: 2684.239746
	Iteration 4Q: 3 clusters Score -216763.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -216800.125000 Penalty: 2684.239746
	Iteration 5Q: 3 clusters Score -216800.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -216833.828125 Penalty: 2684.239746
	Iteration 6Q: 3 clusters Score -216833.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -216873.765625 Penalty: 2684.239746
	Iteration 7Q: 3 clusters Score -216873.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -216902.906250 Penalty: 2684.239746
	Iteration 8Q: 3 clusters Score -216902.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -216921.265625 Penalty: 2684.239746
	Iteration 9Q: 3 clusters Score -216921.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -216938.312500 Penalty: 2684.239746
	Iteration 10Q: 3 clusters Score -216938.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -216957.375000 Penalty: 2684.239746
	Iteration 11Q: 3 clusters Score -216957.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -216971.875000 Penalty: 2684.239746
	Iteration 12Q: 3 clusters Score -216971.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -216987.984375 Penalty: 2684.239746
	Iteration 13Q: 3 clusters Score -216988 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -217000.984375 Penalty: 2684.239746
	Iteration 14Q: 3 clusters Score -217001 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -217010.968750 Penalty: 2684.239746
	Iteration 15Q: 3 clusters Score -217011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -217017.875000 Penalty: 2684.239746
	Iteration 16Q: 3 clusters Score -217017.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -217026.640625 Penalty: 2684.239746
	Iteration 17Q: 3 clusters Score -217026.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -217038.484375 Penalty: 2684.239746
	Iteration 18Q: 3 clusters Score -217038.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -217053.921875 Penalty: 2684.239746
	Iteration 19Q: 3 clusters Score -217053.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -217069.765625 Penalty: 2684.239746
	Iteration 20F: 3 clusters Score -217069.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -217086.578125 Penalty: 2684.239746
	Iteration 21Q: 3 clusters Score -217086.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -217103.515625 Penalty: 2684.239746
	Iteration 22Q: 3 clusters Score -217103.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -217124.359375 Penalty: 2684.239746
	Iteration 23Q: 3 clusters Score -217124.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -217153.812500 Penalty: 2684.239746
	Iteration 24Q: 3 clusters Score -217153.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -217187.296875 Penalty: 2684.239746
	Iteration 25Q: 3 clusters Score -217187.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -217224.843750 Penalty: 2684.239746
	Iteration 26Q: 3 clusters Score -217224.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -217259.671875 Penalty: 2684.239746
	Iteration 27Q: 3 clusters Score -217259.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -217303.328125 Penalty: 2684.239746
	Iteration 28Q: 3 clusters Score -217303.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -217345.906250 Penalty: 2684.239746
	Iteration 29Q: 3 clusters Score -217345.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -217379.625000 Penalty: 2684.239746
	Iteration 30Q: 3 clusters Score -217379.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -217415.890625 Penalty: 2684.239746
	Iteration 31Q: 3 clusters Score -217415.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -217455.015625 Penalty: 2684.239746
	Iteration 32Q: 3 clusters Score -217455 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -217492.953125 Penalty: 2684.239746
	Iteration 33Q: 3 clusters Score -217493 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -217534.296875 Penalty: 2684.239746
	Iteration 34Q: 3 clusters Score -217534.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -217565.312500 Penalty: 2684.239746
	Iteration 35Q: 3 clusters Score -217565.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -217600.328125 Penalty: 2684.239746
	Iteration 36Q: 3 clusters Score -217600.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -217633.953125 Penalty: 2684.239746
	Iteration 37Q: 3 clusters Score -217634 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -217660.265625 Penalty: 2684.239746
	Iteration 38Q: 3 clusters Score -217660.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -217679.250000 Penalty: 2684.239746
	Iteration 39Q: 3 clusters Score -217679.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -217696.234375 Penalty: 2684.239746
	Iteration 40F: 3 clusters Score -217696.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -217717.890625 Penalty: 2684.239746
	Iteration 41Q: 3 clusters Score -217717.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -217734.906250 Penalty: 2684.239746
	Iteration 42Q: 3 clusters Score -217734.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -217750.046875 Penalty: 2684.239746
	Iteration 43Q: 3 clusters Score -217750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -217761.281250 Penalty: 2684.239746
	Iteration 44Q: 3 clusters Score -217761.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -217773.859375 Penalty: 2684.239746
	Iteration 45Q: 3 clusters Score -217773.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -217781.156250 Penalty: 2684.239746
	Iteration 46Q: 3 clusters Score -217781.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -217796.546875 Penalty: 2684.239746
	Iteration 47Q: 3 clusters Score -217796.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -217805.062500 Penalty: 2684.239746
	Iteration 48Q: 3 clusters Score -217805.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -217810.796875 Penalty: 2684.239746
	Iteration 49Q: 3 clusters Score -217810.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -217814.359375 Penalty: 2684.239746
	Iteration 50Q: 3 clusters Score -217814.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -217818.859375 Penalty: 2684.239746
	Iteration 51Q: 3 clusters Score -217818.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -217824.125000 Penalty: 2684.239746
	Iteration 52Q: 3 clusters Score -217824.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -217825.484375 Penalty: 2684.239746
	Iteration 53Q: 3 clusters Score -217825.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -217825.484375 Penalty: 2684.239746
	Iteration 54F: 3 clusters Score -217825.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (35687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Entering Unmasked Estep 
Score: -1865939.375000 Penalty: 1703.413086
	Iteration 0F: 2 clusters Score -1865939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -1841944.875000 Penalty: 3406.826172
	Iteration 0F: 3 clusters Score -1841945 nChanged 16594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -1850969.500000 Penalty: 3406.826172
	Iteration 1F: 3 clusters Score -1850970 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -1851326.250000 Penalty: 3406.826172
	Iteration 2Q: 3 clusters Score -1851326 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -1851751.125000 Penalty: 3406.826172
	Iteration 3Q: 3 clusters Score -1851751 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -1852261.125000 Penalty: 3406.826172
	Iteration 4Q: 3 clusters Score -1852261 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -1852947.500000 Penalty: 3406.826172
	Iteration 5Q: 3 clusters Score -1852948 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -1853867.625000 Penalty: 3406.826172
	Iteration 6Q: 3 clusters Score -1853868 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -1854979.875000 Penalty: 3406.826172
	Iteration 7Q: 3 clusters Score -1854980 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -1856208.000000 Penalty: 3406.826172
	Iteration 8F: 3 clusters Score -1856208 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -1857300.875000 Penalty: 3406.826172
	Iteration 9F: 3 clusters Score -1857301 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -1858411.375000 Penalty: 3406.826172
	Iteration 10Q: 3 clusters Score -1858411 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -1859570.250000 Penalty: 3406.826172
	Iteration 11Q: 3 clusters Score -1859570 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -1860750.000000 Penalty: 3406.826172
	Iteration 12Q: 3 clusters Score -1860750 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -1861988.875000 Penalty: 3406.826172
	Iteration 13Q: 3 clusters Score -1861989 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -1863007.750000 Penalty: 3406.826172
	Iteration 14Q: 3 clusters Score -1863008 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -1863542.000000 Penalty: 3406.826172
	Iteration 15Q: 3 clusters Score -1863542 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -1863808.875000 Penalty: 3406.826172
	Iteration 16Q: 3 clusters Score -1863809 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -1863971.250000 Penalty: 3406.826172
	Iteration 17Q: 3 clusters Score -1863971 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -1864092.500000 Penalty: 3406.826172
	Iteration 18Q: 3 clusters Score -1864092 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -1864179.625000 Penalty: 3406.826172
	Iteration 19Q: 3 clusters Score -1864180 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -1864245.500000 Penalty: 3406.826172
	Iteration 20F: 3 clusters Score -1864246 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -1864291.750000 Penalty: 3406.826172
	Iteration 21Q: 3 clusters Score -1864292 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -1864329.000000 Penalty: 3406.826172
	Iteration 22Q: 3 clusters Score -1864329 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -1864355.125000 Penalty: 3406.826172
	Iteration 23Q: 3 clusters Score -1864355 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -1864372.250000 Penalty: 3406.826172
	Iteration 24Q: 3 clusters Score -1864372 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -1864398.500000 Penalty: 3406.826172
	Iteration 25Q: 3 clusters Score -1864398 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -1864412.375000 Penalty: 3406.826172
	Iteration 26Q: 3 clusters Score -1864412 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -1864429.875000 Penalty: 3406.826172
	Iteration 27Q: 3 clusters Score -1864430 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -1864444.875000 Penalty: 3406.826172
	Iteration 28Q: 3 clusters Score -1864445 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -1864459.000000 Penalty: 3406.826172
	Iteration 29Q: 3 clusters Score -1864459 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -1864471.125000 Penalty: 3406.826172
	Iteration 30Q: 3 clusters Score -1864471 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -1864483.875000 Penalty: 3406.826172
	Iteration 31Q: 3 clusters Score -1864484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -1864489.250000 Penalty: 3406.826172
	Iteration 32Q: 3 clusters Score -1864489 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -1864495.500000 Penalty: 3406.826172
	Iteration 33Q: 3 clusters Score -1864496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -1864508.500000 Penalty: 3406.826172
	Iteration 34Q: 3 clusters Score -1864508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -1864517.250000 Penalty: 3406.826172
	Iteration 35Q: 3 clusters Score -1864517 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -1864524.500000 Penalty: 3406.826172
	Iteration 36Q: 3 clusters Score -1864524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -1864528.375000 Penalty: 3406.826172
	Iteration 37Q: 3 clusters Score -1864528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -1864529.875000 Penalty: 3406.826172
	Iteration 38Q: 3 clusters Score -1864530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -1864536.125000 Penalty: 3406.826172
	Iteration 39Q: 3 clusters Score -1864536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -1864538.000000 Penalty: 3406.826172
	Iteration 40F: 3 clusters Score -1864538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -1864537.625000 Penalty: 3406.826172
	Iteration 41Q: 3 clusters Score -1864538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -1864545.875000 Penalty: 3406.826172
	Iteration 42Q: 3 clusters Score -1864546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -1864548.625000 Penalty: 3406.826172
	Iteration 43Q: 3 clusters Score -1864549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -1864549.000000 Penalty: 3406.826172
	Iteration 44Q: 3 clusters Score -1864549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -1864551.125000 Penalty: 3406.826172
	Iteration 45Q: 3 clusters Score -1864551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -1864555.625000 Penalty: 3406.826172
	Iteration 46Q: 3 clusters Score -1864556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -1864558.000000 Penalty: 3406.826172
	Iteration 47Q: 3 clusters Score -1864558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -1864561.250000 Penalty: 3406.826172
	Iteration 48Q: 3 clusters Score -1864561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -1864565.750000 Penalty: 3406.826172
	Iteration 49Q: 3 clusters Score -1864566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -1864565.750000 Penalty: 3406.826172
	Iteration 50Q: 3 clusters Score -1864566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 34929 members 
Entering Unmasked Estep 
Score: -1864571.250000 Penalty: 3406.826172
	Iteration 51Q: 3 clusters Score -1864571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -1864571.250000 Penalty: 3406.826172
	Iteration 52Q: 3 clusters Score -1864571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -1864574.375000 Penalty: 3406.826172
	Iteration 53Q: 3 clusters Score -1864574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -1864574.625000 Penalty: 3406.826172
	Iteration 54Q: 3 clusters Score -1864575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -1864580.875000 Penalty: 3406.826172
	Iteration 55Q: 3 clusters Score -1864581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -1864579.625000 Penalty: 3406.826172
	Iteration 56Q: 3 clusters Score -1864580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -1864578.250000 Penalty: 3406.826172
	Iteration 57Q: 3 clusters Score -1864578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -1864581.625000 Penalty: 3406.826172
	Iteration 58Q: 3 clusters Score -1864582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -1864583.000000 Penalty: 3406.826172
	Iteration 59Q: 3 clusters Score -1864583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -1864583.000000 Penalty: 3406.826172
	Iteration 60F: 3 clusters Score -1864583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (285648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285648 members 
Entering Unmasked Estep 
Score: -14469002.000000 Penalty: 2041.408691
	Iteration 0F: 2 clusters Score -1.4469e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143181 members 
Mstep: Class 2 contains 142467 members 
Entering Unmasked Estep 
Score: -14276487.000000 Penalty: 4082.817383
	Iteration 0F: 3 clusters Score -1.427649e+07 nChanged 138966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154375 members 
Mstep: Class 2 contains 131273 members 
Entering Unmasked Estep 
Score: -14360252.000000 Penalty: 4082.817383
	Iteration 1F: 3 clusters Score -1.436025e+07 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161101 members 
Mstep: Class 2 contains 124547 members 
Entering Unmasked Estep 
Score: -14363214.000000 Penalty: 4082.817383
	Iteration 2Q: 3 clusters Score -1.436321e+07 nChanged 12261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171582 members 
Mstep: Class 2 contains 114066 members 
Entering Unmasked Estep 
Score: -14367991.000000 Penalty: 4082.817383
	Iteration 3Q: 3 clusters Score -1.436799e+07 nChanged 16437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187147 members 
Mstep: Class 2 contains 98501 members 
Entering Unmasked Estep 
Score: -14377188.000000 Penalty: 4082.817383
	Iteration 4F: 3 clusters Score -1.437719e+07 nChanged 21665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208442 members 
Mstep: Class 2 contains 77206 members 
Entering Unmasked Estep 
Score: -14393380.000000 Penalty: 4082.817383
	Iteration 5F: 3 clusters Score -1.439338e+07 nChanged 25677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234011 members 
Mstep: Class 2 contains 51637 members 
Entering Unmasked Estep 
Score: -14416658.000000 Penalty: 4082.817383
	Iteration 6F: 3 clusters Score -1.441666e+07 nChanged 24170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258163 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -14441095.000000 Penalty: 4082.817383
	Iteration 7F: 3 clusters Score -1.44411e+07 nChanged 16304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274461 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -14457446.000000 Penalty: 4082.817383
	Iteration 8F: 3 clusters Score -1.445745e+07 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281798 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -14464233.000000 Penalty: 4082.817383
	Iteration 9Q: 3 clusters Score -1.446423e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284277 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -14466319.000000 Penalty: 4082.817383
	Iteration 10Q: 3 clusters Score -1.446632e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285002 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -14466969.000000 Penalty: 4082.817383
	Iteration 11Q: 3 clusters Score -1.446697e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285231 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -14467184.000000 Penalty: 4082.817383
	Iteration 12Q: 3 clusters Score -1.446718e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285306 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -14467270.000000 Penalty: 4082.817383
	Iteration 13Q: 3 clusters Score -1.446727e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285340 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -14467296.000000 Penalty: 4082.817383
	Iteration 14Q: 3 clusters Score -1.44673e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285354 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -14467307.000000 Penalty: 4082.817383
	Iteration 15Q: 3 clusters Score -1.446731e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285363 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -14467333.000000 Penalty: 4082.817383
	Iteration 16Q: 3 clusters Score -1.446733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285363 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -14467340.000000 Penalty: 4082.817383
	Iteration 17Q: 3 clusters Score -1.446734e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285365 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -14467337.000000 Penalty: 4082.817383
	Iteration 18Q: 3 clusters Score -1.446734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285365 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -14467334.000000 Penalty: 4082.817383
	Iteration 19Q: 3 clusters Score -1.446733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285367 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -14467334.000000 Penalty: 4082.817383
	Iteration 20F: 3 clusters Score -1.446733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285367 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -14467342.000000 Penalty: 4082.817383
	Iteration 21Q: 3 clusters Score -1.446734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285369 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -14467341.000000 Penalty: 4082.817383
	Iteration 22Q: 3 clusters Score -1.446734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285371 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -14467350.000000 Penalty: 4082.817383
	Iteration 23Q: 3 clusters Score -1.446735e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285372 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -14467345.000000 Penalty: 4082.817383
	Iteration 24Q: 3 clusters Score -1.446734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285370 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -14467348.000000 Penalty: 4082.817383
	Iteration 25Q: 3 clusters Score -1.446735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285370 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -14467352.000000 Penalty: 4082.817383
	Iteration 26Q: 3 clusters Score -1.446735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285370 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -14467361.000000 Penalty: 4082.817383
	Iteration 27Q: 3 clusters Score -1.446736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285369 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -14467352.000000 Penalty: 4082.817383
	Iteration 28Q: 3 clusters Score -1.446735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285368 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -14467357.000000 Penalty: 4082.817383
	Iteration 29Q: 3 clusters Score -1.446736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285368 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -14467357.000000 Penalty: 4082.817383
	Iteration 30F: 3 clusters Score -1.446736e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Entering Unmasked Estep 
Score: -512004.968750 Penalty: 1482.404907
	Iteration 0F: 2 clusters Score -512005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -505431.750000 Penalty: 2964.809814
	Iteration 0F: 3 clusters Score -505431.8 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -507578.500000 Penalty: 2964.809814
	Iteration 1F: 3 clusters Score -507578.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -507801.468750 Penalty: 2964.809814
	Iteration 2F: 3 clusters Score -507801.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -507974.718750 Penalty: 2964.809814
	Iteration 3Q: 3 clusters Score -507974.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -508108.906250 Penalty: 2964.809814
	Iteration 4Q: 3 clusters Score -508108.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -508241.218750 Penalty: 2964.809814
	Iteration 5Q: 3 clusters Score -508241.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -508364.156250 Penalty: 2964.809814
	Iteration 6Q: 3 clusters Score -508364.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -508516.093750 Penalty: 2964.809814
	Iteration 7Q: 3 clusters Score -508516.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -508725.250000 Penalty: 2964.809814
	Iteration 8Q: 3 clusters Score -508725.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -508982.500000 Penalty: 2964.809814
	Iteration 9Q: 3 clusters Score -508982.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -509276.062500 Penalty: 2964.809814
	Iteration 10Q: 3 clusters Score -509276.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -509557.093750 Penalty: 2964.809814
	Iteration 11Q: 3 clusters Score -509557.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -509789.843750 Penalty: 2964.809814
	Iteration 12Q: 3 clusters Score -509789.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -509976.156250 Penalty: 2964.809814
	Iteration 13Q: 3 clusters Score -509976.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -510086.500000 Penalty: 2964.809814
	Iteration 14Q: 3 clusters Score -510086.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -510167.093750 Penalty: 2964.809814
	Iteration 15Q: 3 clusters Score -510167.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -510239.812500 Penalty: 2964.809814
	Iteration 16Q: 3 clusters Score -510239.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -510307.687500 Penalty: 2964.809814
	Iteration 17Q: 3 clusters Score -510307.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -510375.406250 Penalty: 2964.809814
	Iteration 18Q: 3 clusters Score -510375.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -510425.125000 Penalty: 2964.809814
	Iteration 19Q: 3 clusters Score -510425.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -510466.437500 Penalty: 2964.809814
	Iteration 20F: 3 clusters Score -510466.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -510500.843750 Penalty: 2964.809814
	Iteration 21Q: 3 clusters Score -510500.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -510523.125000 Penalty: 2964.809814
	Iteration 22Q: 3 clusters Score -510523.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -510545.750000 Penalty: 2964.809814
	Iteration 23Q: 3 clusters Score -510545.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -510564.656250 Penalty: 2964.809814
	Iteration 24Q: 3 clusters Score -510564.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -510581.406250 Penalty: 2964.809814
	Iteration 25Q: 3 clusters Score -510581.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -510593.218750 Penalty: 2964.809814
	Iteration 26Q: 3 clusters Score -510593.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -510602.906250 Penalty: 2964.809814
	Iteration 27Q: 3 clusters Score -510602.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -510609.125000 Penalty: 2964.809814
	Iteration 28Q: 3 clusters Score -510609.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -510615.218750 Penalty: 2964.809814
	Iteration 29Q: 3 clusters Score -510615.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -510623.687500 Penalty: 2964.809814
	Iteration 30Q: 3 clusters Score -510623.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -510628.843750 Penalty: 2964.809814
	Iteration 31Q: 3 clusters Score -510628.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -510633.562500 Penalty: 2964.809814
	Iteration 32Q: 3 clusters Score -510633.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -510637.281250 Penalty: 2964.809814
	Iteration 33Q: 3 clusters Score -510637.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -510641.062500 Penalty: 2964.809814
	Iteration 34Q: 3 clusters Score -510641.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -510645.281250 Penalty: 2964.809814
	Iteration 35Q: 3 clusters Score -510645.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -510647.593750 Penalty: 2964.809814
	Iteration 36Q: 3 clusters Score -510647.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -510650.406250 Penalty: 2964.809814
	Iteration 37Q: 3 clusters Score -510650.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -510652.156250 Penalty: 2964.809814
	Iteration 38Q: 3 clusters Score -510652.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -510653.187500 Penalty: 2964.809814
	Iteration 39Q: 3 clusters Score -510653.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -510654.093750 Penalty: 2964.809814
	Iteration 40F: 3 clusters Score -510654.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -510655.187500 Penalty: 2964.809814
	Iteration 41Q: 3 clusters Score -510655.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -510659.843750 Penalty: 2964.809814
	Iteration 42Q: 3 clusters Score -510659.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -510661.562500 Penalty: 2964.809814
	Iteration 43Q: 3 clusters Score -510661.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -510663.468750 Penalty: 2964.809814
	Iteration 44Q: 3 clusters Score -510663.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -510663.718750 Penalty: 2964.809814
	Iteration 45Q: 3 clusters Score -510663.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -510663.718750 Penalty: 2964.809814
	Iteration 46F: 3 clusters Score -510663.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -130863.679688 Penalty: 1284.574341
	Iteration 0F: 2 clusters Score -130863.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -128355.601562 Penalty: 2569.148682
	Iteration 0F: 3 clusters Score -128355.6 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -128947.773438 Penalty: 2569.148682
	Iteration 1F: 3 clusters Score -128947.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -129094.851562 Penalty: 2569.148682
	Iteration 2F: 3 clusters Score -129094.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -129203.218750 Penalty: 2569.148682
	Iteration 3F: 3 clusters Score -129203.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -129311.117188 Penalty: 2569.148682
	Iteration 4Q: 3 clusters Score -129311.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -129409.101562 Penalty: 2569.148682
	Iteration 5Q: 3 clusters Score -129409.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -129486.007812 Penalty: 2569.148682
	Iteration 6Q: 3 clusters Score -129486 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -129550.492188 Penalty: 2569.148682
	Iteration 7Q: 3 clusters Score -129550.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -129603.804688 Penalty: 2569.148682
	Iteration 8Q: 3 clusters Score -129603.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -129658.000000 Penalty: 2569.148682
	Iteration 9Q: 3 clusters Score -129658 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -129700.882812 Penalty: 2569.148682
	Iteration 10Q: 3 clusters Score -129700.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -129737.281250 Penalty: 2569.148682
	Iteration 11Q: 3 clusters Score -129737.3 nChanged 46
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: -129764.984375 Penalty: 2569.148682
	Iteration 12Q: 3 clusters Score -129765 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -129792.320312 Penalty: 2569.148682
	Iteration 13Q: 3 clusters Score -129792.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -129814.500000 Penalty: 2569.148682
	Iteration 14Q: 3 clusters Score -129814.5 nChanged 33
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: -129837.523438 Penalty: 2569.148682
	Iteration 15Q: 3 clusters Score -129837.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -129863.375000 Penalty: 2569.148682
	Iteration 16Q: 3 clusters Score -129863.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -129881.585938 Penalty: 2569.148682
	Iteration 17Q: 3 clusters Score -129881.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -129890.031250 Penalty: 2569.148682
	Iteration 18Q: 3 clusters Score -129890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -129900.734375 Penalty: 2569.148682
	Iteration 19Q: 3 clusters Score -129900.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -129909.460938 Penalty: 2569.148682
	Iteration 20F: 3 clusters Score -129909.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -129913.289062 Penalty: 2569.148682
	Iteration 21Q: 3 clusters Score -129913.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -129917.640625 Penalty: 2569.148682
	Iteration 22Q: 3 clusters Score -129917.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -129918.789062 Penalty: 2569.148682
	Iteration 23Q: 3 clusters Score -129918.8 nChanged 3
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: -129920.664062 Penalty: 2569.148682
	Iteration 24Q: 3 clusters Score -129920.7 nChanged 4
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: -129922.328125 Penalty: 2569.148682
	Iteration 25Q: 3 clusters Score -129922.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -129925.476562 Penalty: 2569.148682
	Iteration 26Q: 3 clusters Score -129925.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -129929.351562 Penalty: 2569.148682
	Iteration 27Q: 3 clusters Score -129929.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -129932.976562 Penalty: 2569.148682
	Iteration 28Q: 3 clusters Score -129933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -129935.742188 Penalty: 2569.148682
	Iteration 29Q: 3 clusters Score -129935.7 nChanged 6
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: -129938.242188 Penalty: 2569.148682
	Iteration 30Q: 3 clusters Score -129938.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -129939.640625 Penalty: 2569.148682
	Iteration 31Q: 3 clusters Score -129939.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -129940.351562 Penalty: 2569.148682
	Iteration 32Q: 3 clusters Score -129940.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -129941.156250 Penalty: 2569.148682
	Iteration 33Q: 3 clusters Score -129941.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -129944.429688 Penalty: 2569.148682
	Iteration 34Q: 3 clusters Score -129944.4 nChanged 2
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: -129945.593750 Penalty: 2569.148682
	Iteration 35Q: 3 clusters Score -129945.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -129946.515625 Penalty: 2569.148682
	Iteration 36Q: 3 clusters Score -129946.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -129949.007812 Penalty: 2569.148682
	Iteration 37Q: 3 clusters Score -129949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -129951.359375 Penalty: 2569.148682
	Iteration 38Q: 3 clusters Score -129951.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -129951.773438 Penalty: 2569.148682
	Iteration 39Q: 3 clusters Score -129951.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -129952.757812 Penalty: 2569.148682
	Iteration 40F: 3 clusters Score -129952.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -129953.250000 Penalty: 2569.148682
	Iteration 41Q: 3 clusters Score -129953.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -129953.765625 Penalty: 2569.148682
	Iteration 42Q: 3 clusters Score -129953.8 nChanged 1
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: -129953.875000 Penalty: 2569.148682
	Iteration 43Q: 3 clusters Score -129953.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -129954.101562 Penalty: 2569.148682
	Iteration 44Q: 3 clusters Score -129954.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -129954.101562 Penalty: 2569.148682
	Iteration 45F: 3 clusters Score -129954.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Entering Unmasked Estep 
Score: -115033.078125 Penalty: 1249.522827
	Iteration 0F: 2 clusters Score -115033.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -112816.625000 Penalty: 2499.045654
	Iteration 0F: 3 clusters Score -112816.6 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -113315.304688 Penalty: 2499.045654
	Iteration 1F: 3 clusters Score -113315.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -113419.515625 Penalty: 2499.045654
	Iteration 2F: 3 clusters Score -113419.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -113479.781250 Penalty: 2499.045654
	Iteration 3Q: 3 clusters Score -113479.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -113519.117188 Penalty: 2499.045654
	Iteration 4Q: 3 clusters Score -113519.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -113551.296875 Penalty: 2499.045654
	Iteration 5Q: 3 clusters Score -113551.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -113570.921875 Penalty: 2499.045654
	Iteration 6Q: 3 clusters Score -113570.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -113592.742188 Penalty: 2499.045654
	Iteration 7Q: 3 clusters Score -113592.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -113609.757812 Penalty: 2499.045654
	Iteration 8Q: 3 clusters Score -113609.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -113624.195312 Penalty: 2499.045654
	Iteration 9Q: 3 clusters Score -113624.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -113636.070312 Penalty: 2499.045654
	Iteration 10Q: 3 clusters Score -113636.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -113645.406250 Penalty: 2499.045654
	Iteration 11Q: 3 clusters Score -113645.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -113650.890625 Penalty: 2499.045654
	Iteration 12Q: 3 clusters Score -113650.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -113660.031250 Penalty: 2499.045654
	Iteration 13Q: 3 clusters Score -113660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -113668.554688 Penalty: 2499.045654
	Iteration 14Q: 3 clusters Score -113668.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -113676.765625 Penalty: 2499.045654
	Iteration 15Q: 3 clusters Score -113676.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -113684.335938 Penalty: 2499.045654
	Iteration 16Q: 3 clusters Score -113684.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -113693.250000 Penalty: 2499.045654
	Iteration 17Q: 3 clusters Score -113693.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -113702.281250 Penalty: 2499.045654
	Iteration 18Q: 3 clusters Score -113702.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -113708.757812 Penalty: 2499.045654
	Iteration 19Q: 3 clusters Score -113708.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -113715.828125 Penalty: 2499.045654
	Iteration 20F: 3 clusters Score -113715.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -113720.593750 Penalty: 2499.045654
	Iteration 21Q: 3 clusters Score -113720.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -113724.750000 Penalty: 2499.045654
	Iteration 22Q: 3 clusters Score -113724.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -113727.820312 Penalty: 2499.045654
	Iteration 23Q: 3 clusters Score -113727.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -113731.257812 Penalty: 2499.045654
	Iteration 24Q: 3 clusters Score -113731.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -113734.179688 Penalty: 2499.045654
	Iteration 25Q: 3 clusters Score -113734.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -113736.289062 Penalty: 2499.045654
	Iteration 26Q: 3 clusters Score -113736.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -113736.726562 Penalty: 2499.045654
	Iteration 27Q: 3 clusters Score -113736.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -113736.960938 Penalty: 2499.045654
	Iteration 28Q: 3 clusters Score -113737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -113737.664062 Penalty: 2499.045654
	Iteration 29Q: 3 clusters Score -113737.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -113737.664062 Penalty: 2499.045654
	Iteration 30F: 3 clusters Score -113737.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (51856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51856 members 
Entering Unmasked Estep 
Score: -2769948.750000 Penalty: 1764.136719
	Iteration 0F: 2 clusters Score -2769949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -2735468.750000 Penalty: 3528.273438
	Iteration 0F: 3 clusters Score -2735469 nChanged 24277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -2749150.250000 Penalty: 3528.273438
	Iteration 1F: 3 clusters Score -2749150 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -2749602.750000 Penalty: 3528.273438
	Iteration 2Q: 3 clusters Score -2749603 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -2750077.500000 Penalty: 3528.273438
	Iteration 3Q: 3 clusters Score -2750078 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -2750716.250000 Penalty: 3528.273438
	Iteration 4Q: 3 clusters Score -2750716 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -2751510.500000 Penalty: 3528.273438
	Iteration 5Q: 3 clusters Score -2751510 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -2752667.000000 Penalty: 3528.273438
	Iteration 6Q: 3 clusters Score -2752667 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -2754325.000000 Penalty: 3528.273438
	Iteration 7F: 3 clusters Score -2754325 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -2756627.000000 Penalty: 3528.273438
	Iteration 8F: 3 clusters Score -2756627 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -2759196.000000 Penalty: 3528.273438
	Iteration 9F: 3 clusters Score -2759196 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -2761257.250000 Penalty: 3528.273438
	Iteration 10F: 3 clusters Score -2761257 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -2762429.750000 Penalty: 3528.273438
	Iteration 11Q: 3 clusters Score -2762430 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -2763025.750000 Penalty: 3528.273438
	Iteration 12Q: 3 clusters Score -2763026 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -2763409.750000 Penalty: 3528.273438
	Iteration 13Q: 3 clusters Score -2763410 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -2763724.500000 Penalty: 3528.273438
	Iteration 14Q: 3 clusters Score -2763724 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -2764004.750000 Penalty: 3528.273438
	Iteration 15Q: 3 clusters Score -2764005 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -2764236.000000 Penalty: 3528.273438
	Iteration 16Q: 3 clusters Score -2764236 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -2764466.000000 Penalty: 3528.273438
	Iteration 17Q: 3 clusters Score -2764466 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -2764657.750000 Penalty: 3528.273438
	Iteration 18Q: 3 clusters Score -2764658 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -2764807.000000 Penalty: 3528.273438
	Iteration 19Q: 3 clusters Score -2764807 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -2764940.500000 Penalty: 3528.273438
	Iteration 20F: 3 clusters Score -2764940 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -2765056.000000 Penalty: 3528.273438
	Iteration 21Q: 3 clusters Score -2765056 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -2765207.500000 Penalty: 3528.273438
	Iteration 22Q: 3 clusters Score -2765208 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 38221 members 
Entering Unmasked Estep 
Score: -2765351.250000 Penalty: 3528.273438
	Iteration 23Q: 3 clusters Score -2765351 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -2765464.500000 Penalty: 3528.273438
	Iteration 24Q: 3 clusters Score -2765464 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -2765597.500000 Penalty: 3528.273438
	Iteration 25Q: 3 clusters Score -2765598 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 39601 members 
Entering Unmasked Estep 
Score: -2765706.500000 Penalty: 3528.273438
	Iteration 26Q: 3 clusters Score -2765706 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -2765806.000000 Penalty: 3528.273438
	Iteration 27Q: 3 clusters Score -2765806 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -2765917.750000 Penalty: 3528.273438
	Iteration 28Q: 3 clusters Score -2765918 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -2766033.000000 Penalty: 3528.273438
	Iteration 29Q: 3 clusters Score -2766033 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -2766145.500000 Penalty: 3528.273438
	Iteration 30Q: 3 clusters Score -2766146 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -2766241.250000 Penalty: 3528.273438
	Iteration 31Q: 3 clusters Score -2766241 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -2766344.750000 Penalty: 3528.273438
	Iteration 32Q: 3 clusters Score -2766345 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -2766429.750000 Penalty: 3528.273438
	Iteration 33Q: 3 clusters Score -2766430 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -2766534.000000 Penalty: 3528.273438
	Iteration 34Q: 3 clusters Score -2766534 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -2766644.250000 Penalty: 3528.273438
	Iteration 35Q: 3 clusters Score -2766644 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -2766754.000000 Penalty: 3528.273438
	Iteration 36Q: 3 clusters Score -2766754 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 44422 members 
Entering Unmasked Estep 
Score: -2766853.000000 Penalty: 3528.273438
	Iteration 37Q: 3 clusters Score -2766853 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -2766966.750000 Penalty: 3528.273438
	Iteration 38Q: 3 clusters Score -2766967 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 45146 members 
Entering Unmasked Estep 
Score: -2767051.250000 Penalty: 3528.273438
	Iteration 39Q: 3 clusters Score -2767051 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 45502 members 
Entering Unmasked Estep 
Score: -2767132.250000 Penalty: 3528.273438
	Iteration 40F: 3 clusters Score -2767132 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 45846 members 
Entering Unmasked Estep 
Score: -2767233.250000 Penalty: 3528.273438
	Iteration 41Q: 3 clusters Score -2767233 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -2767339.000000 Penalty: 3528.273438
	Iteration 42Q: 3 clusters Score -2767339 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 46529 members 
Entering Unmasked Estep 
Score: -2767409.000000 Penalty: 3528.273438
	Iteration 43Q: 3 clusters Score -2767409 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -2767470.000000 Penalty: 3528.273438
	Iteration 44Q: 3 clusters Score -2767470 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 47163 members 
Entering Unmasked Estep 
Score: -2767568.250000 Penalty: 3528.273438
	Iteration 45Q: 3 clusters Score -2767568 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 47439 members 
Entering Unmasked Estep 
Score: -2767638.750000 Penalty: 3528.273438
	Iteration 46Q: 3 clusters Score -2767639 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 47682 members 
Entering Unmasked Estep 
Score: -2767703.250000 Penalty: 3528.273438
	Iteration 47Q: 3 clusters Score -2767703 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 47887 members 
Entering Unmasked Estep 
Score: -2767762.000000 Penalty: 3528.273438
	Iteration 48Q: 3 clusters Score -2767762 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 48069 members 
Entering Unmasked Estep 
Score: -2767805.500000 Penalty: 3528.273438
	Iteration 49Q: 3 clusters Score -2767806 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 48237 members 
Entering Unmasked Estep 
Score: -2767838.000000 Penalty: 3528.273438
	Iteration 50Q: 3 clusters Score -2767838 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -2767877.500000 Penalty: 3528.273438
	Iteration 51Q: 3 clusters Score -2767878 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 48563 members 
Entering Unmasked Estep 
Score: -2767923.500000 Penalty: 3528.273438
	Iteration 52Q: 3 clusters Score -2767924 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 48719 members 
Entering Unmasked Estep 
Score: -2767961.250000 Penalty: 3528.273438
	Iteration 53Q: 3 clusters Score -2767961 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 48864 members 
Entering Unmasked Estep 
Score: -2767993.500000 Penalty: 3528.273438
	Iteration 54Q: 3 clusters Score -2767994 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 49005 members 
Entering Unmasked Estep 
Score: -2768028.750000 Penalty: 3528.273438
	Iteration 55Q: 3 clusters Score -2768029 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 49124 members 
Entering Unmasked Estep 
Score: -2768066.500000 Penalty: 3528.273438
	Iteration 56Q: 3 clusters Score -2768066 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 49229 members 
Entering Unmasked Estep 
Score: -2768095.000000 Penalty: 3528.273438
	Iteration 57Q: 3 clusters Score -2768095 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 49327 members 
Entering Unmasked Estep 
Score: -2768117.250000 Penalty: 3528.273438
	Iteration 58Q: 3 clusters Score -2768117 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 49426 members 
Entering Unmasked Estep 
Score: -2768137.500000 Penalty: 3528.273438
	Iteration 59Q: 3 clusters Score -2768138 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 49513 members 
Entering Unmasked Estep 
Score: -2768168.000000 Penalty: 3528.273438
	Iteration 60F: 3 clusters Score -2768168 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 49586 members 
Entering Unmasked Estep 
Score: -2768189.250000 Penalty: 3528.273438
	Iteration 61Q: 3 clusters Score -2768189 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 49661 members 
Entering Unmasked Estep 
Score: -2768209.000000 Penalty: 3528.273438
	Iteration 62Q: 3 clusters Score -2768209 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 49724 members 
Entering Unmasked Estep 
Score: -2768222.000000 Penalty: 3528.273438
	Iteration 63Q: 3 clusters Score -2768222 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 49794 members 
Entering Unmasked Estep 
Score: -2768236.000000 Penalty: 3528.273438
	Iteration 64Q: 3 clusters Score -2768236 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 49871 members 
Entering Unmasked Estep 
Score: -2768264.250000 Penalty: 3528.273438
	Iteration 65Q: 3 clusters Score -2768264 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -2768285.750000 Penalty: 3528.273438
	Iteration 66Q: 3 clusters Score -2768286 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -2768291.250000 Penalty: 3528.273438
	Iteration 67Q: 3 clusters Score -2768291 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 50075 members 
Entering Unmasked Estep 
Score: -2768313.250000 Penalty: 3528.273438
	Iteration 68Q: 3 clusters Score -2768313 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 50128 members 
Entering Unmasked Estep 
Score: -2768323.250000 Penalty: 3528.273438
	Iteration 69Q: 3 clusters Score -2768323 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 50183 members 
Entering Unmasked Estep 
Score: -2768340.000000 Penalty: 3528.273438
	Iteration 70Q: 3 clusters Score -2768340 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 50232 members 
Entering Unmasked Estep 
Score: -2768347.500000 Penalty: 3528.273438
	Iteration 71Q: 3 clusters Score -2768348 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 50273 members 
Entering Unmasked Estep 
Score: -2768368.000000 Penalty: 3528.273438
	Iteration 72Q: 3 clusters Score -2768368 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 50314 members 
Entering Unmasked Estep 
Score: -2768373.500000 Penalty: 3528.273438
	Iteration 73Q: 3 clusters Score -2768374 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 50357 members 
Entering Unmasked Estep 
Score: -2768381.750000 Penalty: 3528.273438
	Iteration 74Q: 3 clusters Score -2768382 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 50388 members 
Entering Unmasked Estep 
Score: -2768395.250000 Penalty: 3528.273438
	Iteration 75Q: 3 clusters Score -2768395 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 50418 members 
Entering Unmasked Estep 
Score: -2768395.750000 Penalty: 3528.273438
	Iteration 76Q: 3 clusters Score -2768396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 50437 members 
Entering Unmasked Estep 
Score: -2768399.750000 Penalty: 3528.273438
	Iteration 77Q: 3 clusters Score -2768400 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 50466 members 
Entering Unmasked Estep 
Score: -2768401.250000 Penalty: 3528.273438
	Iteration 78Q: 3 clusters Score -2768401 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 50483 members 
Entering Unmasked Estep 
Score: -2768412.750000 Penalty: 3528.273438
	Iteration 79Q: 3 clusters Score -2768413 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 50505 members 
Entering Unmasked Estep 
Score: -2768414.500000 Penalty: 3528.273438
	Iteration 80F: 3 clusters Score -2768414 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 50528 members 
Entering Unmasked Estep 
Score: -2768431.500000 Penalty: 3528.273438
	Iteration 81Q: 3 clusters Score -2768432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 50545 members 
Entering Unmasked Estep 
Score: -2768433.250000 Penalty: 3528.273438
	Iteration 82Q: 3 clusters Score -2768433 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 50569 members 
Entering Unmasked Estep 
Score: -2768441.000000 Penalty: 3528.273438
	Iteration 83Q: 3 clusters Score -2768441 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 50587 members 
Entering Unmasked Estep 
Score: -2768442.500000 Penalty: 3528.273438
	Iteration 84Q: 3 clusters Score -2768442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 50600 members 
Entering Unmasked Estep 
Score: -2768458.500000 Penalty: 3528.273438
	Iteration 85Q: 3 clusters Score -2768458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 50614 members 
Entering Unmasked Estep 
Score: -2768459.500000 Penalty: 3528.273438
	Iteration 86Q: 3 clusters Score -2768460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 50630 members 
Entering Unmasked Estep 
Score: -2768458.000000 Penalty: 3528.273438
	Iteration 87Q: 3 clusters Score -2768458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 50650 members 
Entering Unmasked Estep 
Score: -2768460.500000 Penalty: 3528.273438
	Iteration 88Q: 3 clusters Score -2768460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 50665 members 
Entering Unmasked Estep 
Score: -2768464.500000 Penalty: 3528.273438
	Iteration 89Q: 3 clusters Score -2768464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 50677 members 
Entering Unmasked Estep 
Score: -2768473.250000 Penalty: 3528.273438
	Iteration 90Q: 3 clusters Score -2768473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 50690 members 
Entering Unmasked Estep 
Score: -2768477.000000 Penalty: 3528.273438
	Iteration 91Q: 3 clusters Score -2768477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 50700 members 
Entering Unmasked Estep 
Score: -2768476.250000 Penalty: 3528.273438
	Iteration 92Q: 3 clusters Score -2768476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 50712 members 
Entering Unmasked Estep 
Score: -2768479.500000 Penalty: 3528.273438
	Iteration 93Q: 3 clusters Score -2768480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -2768482.250000 Penalty: 3528.273438
	Iteration 94Q: 3 clusters Score -2768482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 50730 members 
Entering Unmasked Estep 
Score: -2768483.500000 Penalty: 3528.273438
	Iteration 95Q: 3 clusters Score -2768484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 50742 members 
Entering Unmasked Estep 
Score: -2768482.750000 Penalty: 3528.273438
	Iteration 96Q: 3 clusters Score -2768483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 50750 members 
Entering Unmasked Estep 
Score: -2768489.500000 Penalty: 3528.273438
	Iteration 97Q: 3 clusters Score -2768490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -2768489.750000 Penalty: 3528.273438
	Iteration 98Q: 3 clusters Score -2768490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 50768 members 
Entering Unmasked Estep 
Score: -2768492.000000 Penalty: 3528.273438
	Iteration 99Q: 3 clusters Score -2768492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 50778 members 
Entering Unmasked Estep 
Score: -2768502.500000 Penalty: 3528.273438
	Iteration 100F: 3 clusters Score -2768502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 50790 members 
Entering Unmasked Estep 
Score: -2768506.750000 Penalty: 3528.273438
	Iteration 101Q: 3 clusters Score -2768507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 50800 members 
Entering Unmasked Estep 
Score: -2768512.000000 Penalty: 3528.273438
	Iteration 102Q: 3 clusters Score -2768512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 50814 members 
Entering Unmasked Estep 
Score: -2768516.750000 Penalty: 3528.273438
	Iteration 103Q: 3 clusters Score -2768517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 50826 members 
Entering Unmasked Estep 
Score: -2768514.750000 Penalty: 3528.273438
	Iteration 104Q: 3 clusters Score -2768515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 50826 members 
Entering Unmasked Estep 
Score: -2768515.750000 Penalty: 3528.273438
	Iteration 105Q: 3 clusters Score -2768516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 50826 members 
Entering Unmasked Estep 
Score: -2768515.750000 Penalty: 3528.273438
	Iteration 106F: 3 clusters Score -2768516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 1688 members 
Mstep: Class 3 contains 12367 members 
Mstep: Class 4 contains 13600 members 
Mstep: Class 5 contains 3204 members 
Mstep: Class 6 contains 2255 members 
Mstep: Class 7 contains 2293 members 
Mstep: Class 8 contains 3983 members 
Mstep: Class 9 contains 8144 members 
Mstep: Class 11 contains 8901 members 
Mstep: Class 12 contains 3863 members 
Mstep: Class 13 contains 35687 members 
Mstep: Class 14 contains 285648 members 
Mstep: Class 15 contains 9159 members 
Mstep: Class 16 contains 2711 members 
Mstep: Class 19 contains 2185 members 
Mstep: Class 20 contains 51856 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 439Q: 18 clusters Score -2.315754e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 1692 members 
Mstep: Class 3 contains 12396 members 
Mstep: Class 4 contains 13399 members 
Mstep: Class 5 contains 3207 members 
Mstep: Class 6 contains 2256 members 
Mstep: Class 7 contains 2293 members 
Mstep: Class 8 contains 3981 members 
Mstep: Class 9 contains 8158 members 
Mstep: Class 11 contains 8904 members 
Mstep: Class 12 contains 3862 members 
Mstep: Class 13 contains 35689 members 
Mstep: Class 14 contains 286256 members 
Mstep: Class 15 contains 9055 members 
Mstep: Class 16 contains 2717 members 
Mstep: Class 19 contains 2185 members 
Mstep: Class 20 contains 51481 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 440F: 18 clusters Score -2.315769e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 1694 members 
Mstep: Class 3 contains 12437 members 
Mstep: Class 4 contains 13226 members 
Mstep: Class 5 contains 3210 members 
Mstep: Class 6 contains 2252 members 
Mstep: Class 7 contains 2292 members 
Mstep: Class 8 contains 3979 members 
Mstep: Class 9 contains 8177 members 
Mstep: Class 11 contains 8909 members 
Mstep: Class 12 contains 3866 members 
Mstep: Class 13 contains 35686 members 
Mstep: Class 14 contains 286838 members 
Mstep: Class 15 contains 8940 members 
Mstep: Class 16 contains 2718 members 
Mstep: Class 19 contains 2189 members 
Mstep: Class 20 contains 51105 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 441Q: 18 clusters Score -2.315774e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 1696 members 
Mstep: Class 3 contains 12469 members 
Mstep: Class 4 contains 13032 members 
Mstep: Class 5 contains 3212 members 
Mstep: Class 6 contains 2250 members 
Mstep: Class 7 contains 2293 members 
Mstep: Class 8 contains 3975 members 
Mstep: Class 9 contains 8199 members 
Mstep: Class 11 contains 8909 members 
Mstep: Class 12 contains 3866 members 
Mstep: Class 13 contains 35689 members 
Mstep: Class 14 contains 287423 members 
Mstep: Class 15 contains 8842 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 19 contains 2190 members 
Mstep: Class 20 contains 50734 members 
Entering Unmasked Estep 
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Iteration 442Q: 18 clusters Score -2.315785e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 1701 members 
Mstep: Class 3 contains 12497 members 
Mstep: Class 4 contains 12834 members 
Mstep: Class 5 contains 3211 members 
Mstep: Class 6 contains 2253 members 
Mstep: Class 7 contains 2295 members 
Mstep: Class 8 contains 3969 members 
Mstep: Class 9 contains 8219 members 
Mstep: Class 11 contains 8909 members 
Mstep: Class 12 contains 3870 members 
Mstep: Class 13 contains 35697 members 
Mstep: Class 14 contains 288015 members 
Mstep: Class 15 contains 8742 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 19 contains 2189 members 
Mstep: Class 20 contains 50359 members 
Entering Unmasked Estep 
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Iteration 443Q: 18 clusters Score -2.31578e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 1704 members 
Mstep: Class 3 contains 12537 members 
Mstep: Class 4 contains 12670 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 2250 members 
Mstep: Class 7 contains 2301 members 
Mstep: Class 8 contains 3962 members 
Mstep: Class 9 contains 8234 members 
Mstep: Class 11 contains 8910 members 
Mstep: Class 12 contains 3875 members 
Mstep: Class 13 contains 35711 members 
Mstep: Class 14 contains 288552 members 
Mstep: Class 15 contains 8643 members 
Mstep: Class 16 contains 2740 members 
Mstep: Class 19 contains 2187 members 
Mstep: Class 20 contains 49983 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 444Q: 18 clusters Score -2.315786e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 1710 members 
Mstep: Class 3 contains 12574 members 
Mstep: Class 4 contains 12477 members 
Mstep: Class 5 contains 3210 members 
Mstep: Class 6 contains 2253 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 3954 members 
Mstep: Class 9 contains 8245 members 
Mstep: Class 11 contains 8915 members 
Mstep: Class 12 contains 3881 members 
Mstep: Class 13 contains 35722 members 
Mstep: Class 14 contains 289169 members 
Mstep: Class 15 contains 8513 members 
Mstep: Class 16 contains 2745 members 
Mstep: Class 19 contains 2187 members 
Mstep: Class 20 contains 49597 members 
Entering Unmasked Estep 
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Iteration 445Q: 18 clusters Score -2.315782e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 1713 members 
Mstep: Class 3 contains 12621 members 
Mstep: Class 4 contains 12266 members 
Mstep: Class 5 contains 3214 members 
Mstep: Class 6 contains 2256 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 3946 members 
Mstep: Class 9 contains 8256 members 
Mstep: Class 11 contains 8909 members 
Mstep: Class 12 contains 3886 members 
Mstep: Class 13 contains 35725 members 
Mstep: Class 14 contains 289764 members 
Mstep: Class 15 contains 8380 members 
Mstep: Class 16 contains 2757 members 
Mstep: Class 19 contains 2190 members 
Mstep: Class 20 contains 49250 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 446Q: 18 clusters Score -2.315789e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 1717 members 
Mstep: Class 3 contains 12655 members 
Mstep: Class 4 contains 12020 members 
Mstep: Class 5 contains 3216 members 
Mstep: Class 6 contains 2263 members 
Mstep: Class 7 contains 2303 members 
Mstep: Class 8 contains 3934 members 
Mstep: Class 9 contains 8273 members 
Mstep: Class 11 contains 8905 members 
Mstep: Class 12 contains 3896 members 
Mstep: Class 13 contains 35731 members 
Mstep: Class 14 contains 290400 members 
Mstep: Class 15 contains 8261 members 
Mstep: Class 16 contains 2767 members 
Mstep: Class 19 contains 2193 members 
Mstep: Class 20 contains 48879 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 447Q: 18 clusters Score -2.315797e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 1722 members 
Mstep: Class 3 contains 12693 members 
Mstep: Class 4 contains 11778 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 2270 members 
Mstep: Class 7 contains 2302 members 
Mstep: Class 8 contains 3927 members 
Mstep: Class 9 contains 8294 members 
Mstep: Class 11 contains 8902 members 
Mstep: Class 12 contains 3901 members 
Mstep: Class 13 contains 35739 members 
Mstep: Class 14 contains 291031 members 
Mstep: Class 15 contains 8139 members 
Mstep: Class 16 contains 2772 members 
Mstep: Class 19 contains 2197 members 
Mstep: Class 20 contains 48500 members 
Entering Unmasked Estep 
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Iteration 448Q: 18 clusters Score -2.315812e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 1725 members 
Mstep: Class 3 contains 12731 members 
Mstep: Class 4 contains 11544 members 
Mstep: Class 5 contains 3229 members 
Mstep: Class 6 contains 2274 members 
Mstep: Class 7 contains 2302 members 
Mstep: Class 8 contains 3921 members 
Mstep: Class 9 contains 8311 members 
Mstep: Class 11 contains 8909 members 
Mstep: Class 12 contains 3905 members 
Mstep: Class 13 contains 35742 members 
Mstep: Class 14 contains 291636 members 
Mstep: Class 15 contains 8036 members 
Mstep: Class 16 contains 2766 members 
Mstep: Class 19 contains 2195 members 
Mstep: Class 20 contains 48135 members 
Entering Unmasked Estep 
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Iteration 449Q: 18 clusters Score -2.315824e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 1730 members 
Mstep: Class 3 contains 12760 members 
Mstep: Class 4 contains 11335 members 
Mstep: Class 5 contains 3234 members 
Mstep: Class 6 contains 2275 members 
Mstep: Class 7 contains 2304 members 
Mstep: Class 8 contains 3919 members 
Mstep: Class 9 contains 8331 members 
Mstep: Class 11 contains 8908 members 
Mstep: Class 12 contains 3912 members 
Mstep: Class 13 contains 35748 members 
Mstep: Class 14 contains 292244 members 
Mstep: Class 15 contains 7943 members 
Mstep: Class 16 contains 2766 members 
Mstep: Class 19 contains 2195 members 
Mstep: Class 20 contains 47730 members 
Entering Unmasked Estep 
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Iteration 450Q: 18 clusters Score -2.315818e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 1734 members 
Mstep: Class 3 contains 12790 members 
Mstep: Class 4 contains 11143 members 
Mstep: Class 5 contains 3237 members 
Mstep: Class 6 contains 2278 members 
Mstep: Class 7 contains 2305 members 
Mstep: Class 8 contains 3917 members 
Mstep: Class 9 contains 8350 members 
Mstep: Class 11 contains 8914 members 
Mstep: Class 12 contains 3918 members 
Mstep: Class 13 contains 35752 members 
Mstep: Class 14 contains 292845 members 
Mstep: Class 15 contains 7852 members 
Mstep: Class 16 contains 2771 members 
Mstep: Class 19 contains 2197 members 
Mstep: Class 20 contains 47303 members 
Entering Unmasked Estep 
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Iteration 451Q: 18 clusters Score -2.31582e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 1737 members 
Mstep: Class 3 contains 12820 members 
Mstep: Class 4 contains 10965 members 
Mstep: Class 5 contains 3237 members 
Mstep: Class 6 contains 2278 members 
Mstep: Class 7 contains 2309 members 
Mstep: Class 8 contains 3910 members 
Mstep: Class 9 contains 8369 members 
Mstep: Class 11 contains 8923 members 
Mstep: Class 12 contains 3921 members 
Mstep: Class 13 contains 35763 members 
Mstep: Class 14 contains 293442 members 
Mstep: Class 15 contains 7767 members 
Mstep: Class 16 contains 2766 members 
Mstep: Class 19 contains 2197 members 
Mstep: Class 20 contains 46876 members 
Entering Unmasked Estep 
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Iteration 452Q: 18 clusters Score -2.31583e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 1744 members 
Mstep: Class 3 contains 12837 members 
Mstep: Class 4 contains 10784 members 
Mstep: Class 5 contains 3237 members 
Mstep: Class 6 contains 2281 members 
Mstep: Class 7 contains 2312 members 
Mstep: Class 8 contains 3907 members 
Mstep: Class 9 contains 8390 members 
Mstep: Class 11 contains 8935 members 
Mstep: Class 12 contains 3927 members 
Mstep: Class 13 contains 35769 members 
Mstep: Class 14 contains 294082 members 
Mstep: Class 15 contains 7683 members 
Mstep: Class 16 contains 2770 members 
Mstep: Class 19 contains 2197 members 
Mstep: Class 20 contains 46395 members 
Entering Unmasked Estep 
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Iteration 453Q: 18 clusters Score -2.315828e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 1752 members 
Mstep: Class 3 contains 12858 members 
Mstep: Class 4 contains 10613 members 
Mstep: Class 5 contains 3242 members 
Mstep: Class 6 contains 2280 members 
Mstep: Class 7 contains 2313 members 
Mstep: Class 8 contains 3905 members 
Mstep: Class 9 contains 8418 members 
Mstep: Class 11 contains 8940 members 
Mstep: Class 12 contains 3927 members 
Mstep: Class 13 contains 35776 members 
Mstep: Class 14 contains 294740 members 
Mstep: Class 15 contains 7607 members 
Mstep: Class 16 contains 2776 members 
Mstep: Class 19 contains 2196 members 
Mstep: Class 20 contains 45874 members 
Entering Unmasked Estep 
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Iteration 454Q: 18 clusters Score -2.315842e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 1758 members 
Mstep: Class 3 contains 12885 members 
Mstep: Class 4 contains 10435 members 
Mstep: Class 5 contains 3253 members 
Mstep: Class 6 contains 2280 members 
Mstep: Class 7 contains 2314 members 
Mstep: Class 8 contains 3901 members 
Mstep: Class 9 contains 8439 members 
Mstep: Class 11 contains 8943 members 
Mstep: Class 12 contains 3927 members 
Mstep: Class 13 contains 35792 members 
Mstep: Class 14 contains 295393 members 
Mstep: Class 15 contains 7544 members 
Mstep: Class 16 contains 2773 members 
Mstep: Class 19 contains 2196 members 
Mstep: Class 20 contains 45356 members 
Entering Unmasked Estep 
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Iteration 455Q: 18 clusters Score -2.315853e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 1763 members 
Mstep: Class 3 contains 12900 members 
Mstep: Class 4 contains 10251 members 
Mstep: Class 5 contains 3260 members 
Mstep: Class 6 contains 2284 members 
Mstep: Class 7 contains 2313 members 
Mstep: Class 8 contains 3897 members 
Mstep: Class 9 contains 8464 members 
Mstep: Class 11 contains 8944 members 
Mstep: Class 12 contains 3926 members 
Mstep: Class 13 contains 35798 members 
Mstep: Class 14 contains 296021 members 
Mstep: Class 15 contains 7480 members 
Mstep: Class 16 contains 2781 members 
Mstep: Class 19 contains 2196 members 
Mstep: Class 20 contains 44874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23158612.000000 Penalty: 36036.289062
Iteration 456Q: 18 clusters Score -2.315861e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 1769 members 
Mstep: Class 3 contains 12913 members 
Mstep: Class 4 contains 10061 members 
Mstep: Class 5 contains 3268 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 2311 members 
Mstep: Class 8 contains 3893 members 
Mstep: Class 9 contains 8497 members 
Mstep: Class 11 contains 8943 members 
Mstep: Class 12 contains 3928 members 
Mstep: Class 13 contains 35815 members 
Mstep: Class 14 contains 296653 members 
Mstep: Class 15 contains 7420 members 
Mstep: Class 16 contains 2785 members 
Mstep: Class 19 contains 2196 members 
Mstep: Class 20 contains 44378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23158668.000000 Penalty: 36036.289062
Iteration 457Q: 18 clusters Score -2.315867e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 1772 members 
Mstep: Class 3 contains 12942 members 
Mstep: Class 4 contains 9893 members 
Mstep: Class 5 contains 3272 members 
Mstep: Class 6 contains 2278 members 
Mstep: Class 7 contains 2312 members 
Mstep: Class 8 contains 3894 members 
Mstep: Class 9 contains 8519 members 
Mstep: Class 11 contains 8944 members 
Mstep: Class 12 contains 3930 members 
Mstep: Class 13 contains 35838 members 
Mstep: Class 14 contains 297323 members 
Mstep: Class 15 contains 7345 members 
Mstep: Class 16 contains 2781 members 
Mstep: Class 19 contains 2199 members 
Mstep: Class 20 contains 43832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23158840.000000 Penalty: 36036.289062
Iteration 458Q: 18 clusters Score -2.315884e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 1773 members 
Mstep: Class 3 contains 12976 members 
Mstep: Class 4 contains 9698 members 
Mstep: Class 5 contains 3273 members 
Mstep: Class 6 contains 2274 members 
Mstep: Class 7 contains 2313 members 
Mstep: Class 8 contains 3893 members 
Mstep: Class 9 contains 8539 members 
Mstep: Class 11 contains 8952 members 
Mstep: Class 12 contains 3930 members 
Mstep: Class 13 contains 35854 members 
Mstep: Class 14 contains 297980 members 
Mstep: Class 15 contains 7263 members 
Mstep: Class 16 contains 2785 members 
Mstep: Class 19 contains 2204 members 
Mstep: Class 20 contains 43329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23158886.000000 Penalty: 36036.289062
Iteration 459Q: 18 clusters Score -2.315889e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 1775 members 
Mstep: Class 3 contains 13010 members 
Mstep: Class 4 contains 9497 members 
Mstep: Class 5 contains 3279 members 
Mstep: Class 6 contains 2273 members 
Mstep: Class 7 contains 2314 members 
Mstep: Class 8 contains 3892 members 
Mstep: Class 9 contains 8555 members 
Mstep: Class 11 contains 8958 members 
Mstep: Class 12 contains 3931 members 
Mstep: Class 13 contains 35863 members 
Mstep: Class 14 contains 298704 members 
Mstep: Class 15 contains 7156 members 
Mstep: Class 16 contains 2784 members 
Mstep: Class 19 contains 2219 members 
Mstep: Class 20 contains 42797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23158906.000000 Penalty: 36036.289062
Iteration 460F: 18 clusters Score -2.315891e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 1775 members 
Mstep: Class 3 contains 13031 members 
Mstep: Class 4 contains 9286 members 
Mstep: Class 5 contains 3282 members 
Mstep: Class 6 contains 2281 members 
Mstep: Class 7 contains 2314 members 
Mstep: Class 8 contains 3891 members 
Mstep: Class 9 contains 8568 members 
Mstep: Class 11 contains 8962 members 
Mstep: Class 12 contains 3935 members 
Mstep: Class 13 contains 35876 members 
Mstep: Class 14 contains 299455 members 
Mstep: Class 15 contains 7046 members 
Mstep: Class 16 contains 2789 members 
Mstep: Class 19 contains 2230 members 
Mstep: Class 20 contains 42255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23159036.000000 Penalty: 36036.289062
Iteration 461Q: 18 clusters Score -2.315904e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 1775 members 
Mstep: Class 3 contains 13052 members 
Mstep: Class 4 contains 9100 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 2288 members 
Mstep: Class 7 contains 2315 members 
Mstep: Class 8 contains 3892 members 
Mstep: Class 9 contains 8581 members 
Mstep: Class 11 contains 8978 members 
Mstep: Class 12 contains 3938 members 
Mstep: Class 13 contains 35901 members 
Mstep: Class 14 contains 300118 members 
Mstep: Class 15 contains 6928 members 
Mstep: Class 16 contains 2789 members 
Mstep: Class 19 contains 2238 members 
Mstep: Class 20 contains 41762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23159082.000000 Penalty: 36036.289062
Iteration 462Q: 18 clusters Score -2.315908e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 1777 members 
Mstep: Class 3 contains 13068 members 
Mstep: Class 4 contains 8957 members 
Mstep: Class 5 contains 3294 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 2314 members 
Mstep: Class 8 contains 3891 members 
Mstep: Class 9 contains 8599 members 
Mstep: Class 11 contains 8988 members 
Mstep: Class 12 contains 3946 members 
Mstep: Class 13 contains 35922 members 
Mstep: Class 14 contains 300730 members 
Mstep: Class 15 contains 6841 members 
Mstep: Class 16 contains 2785 members 
Mstep: Class 19 contains 2248 members 
Mstep: Class 20 contains 41269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23159168.000000 Penalty: 36036.289062
Iteration 463Q: 18 clusters Score -2.315917e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 1777 members 
Mstep: Class 3 contains 13087 members 
Mstep: Class 4 contains 8821 members 
Mstep: Class 5 contains 3299 members 
Mstep: Class 6 contains 2281 members 
Mstep: Class 7 contains 2314 members 
Mstep: Class 8 contains 3891 members 
Mstep: Class 9 contains 8626 members 
Mstep: Class 11 contains 8997 members 
Mstep: Class 12 contains 3950 members 
Mstep: Class 13 contains 35950 members 
Mstep: Class 14 contains 301333 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 2784 members 
Mstep: Class 19 contains 2252 members 
Mstep: Class 20 contains 40770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23159314.000000 Penalty: 36036.289062
Iteration 464Q: 18 clusters Score -2.315931e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 1777 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 8656 members 
Mstep: Class 5 contains 3302 members 
Mstep: Class 6 contains 2289 members 
Mstep: Class 7 contains 2315 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 8648 members 
Mstep: Class 11 contains 9003 members 
Mstep: Class 12 contains 3957 members 
Mstep: Class 13 contains 35987 members 
Mstep: Class 14 contains 301927 members 
Mstep: Class 15 contains 6682 members 
Mstep: Class 16 contains 2790 members 
Mstep: Class 19 contains 2254 members 
Mstep: Class 20 contains 40290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23159416.000000 Penalty: 36036.289062
Iteration 465Q: 18 clusters Score -2.315942e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 1777 members 
Mstep: Class 3 contains 13131 members 
Mstep: Class 4 contains 8472 members 
Mstep: Class 5 contains 3305 members 
Mstep: Class 6 contains 2290 members 
Mstep: Class 7 contains 2316 members 
Mstep: Class 8 contains 3894 members 
Mstep: Class 9 contains 8675 members 
Mstep: Class 11 contains 9016 members 
Mstep: Class 12 contains 3959 members 
Mstep: Class 13 contains 36015 members 
Mstep: Class 14 contains 302572 members 
Mstep: Class 15 contains 6601 members 
Mstep: Class 16 contains 2790 members 
Mstep: Class 19 contains 2257 members 
Mstep: Class 20 contains 39780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23159500.000000 Penalty: 36036.289062
Iteration 466Q: 18 clusters Score -2.31595e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 1777 members 
Mstep: Class 3 contains 13160 members 
Mstep: Class 4 contains 8304 members 
Mstep: Class 5 contains 3310 members 
Mstep: Class 6 contains 2291 members 
Mstep: Class 7 contains 2315 members 
Mstep: Class 8 contains 3893 members 
Mstep: Class 9 contains 8702 members 
Mstep: Class 11 contains 9026 members 
Mstep: Class 12 contains 3964 members 
Mstep: Class 13 contains 36038 members 
Mstep: Class 14 contains 303207 members 
Mstep: Class 15 contains 6527 members 
Mstep: Class 16 contains 2791 members 
Mstep: Class 19 contains 2259 members 
Mstep: Class 20 contains 39268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23159504.000000 Penalty: 36036.289062
Iteration 467Q: 18 clusters Score -2.31595e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 1777 members 
Mstep: Class 3 contains 13194 members 
Mstep: Class 4 contains 8130 members 
Mstep: Class 5 contains 3310 members 
Mstep: Class 6 contains 2291 members 
Mstep: Class 7 contains 2315 members 
Mstep: Class 8 contains 3892 members 
Mstep: Class 9 contains 8734 members 
Mstep: Class 11 contains 9038 members 
Mstep: Class 12 contains 3961 members 
Mstep: Class 13 contains 36053 members 
Mstep: Class 14 contains 303854 members 
Mstep: Class 15 contains 6443 members 
Mstep: Class 16 contains 2794 members 
Mstep: Class 19 contains 2261 members 
Mstep: Class 20 contains 38760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23159540.000000 Penalty: 36036.289062
Iteration 468Q: 18 clusters Score -2.315954e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 1778 members 
Mstep: Class 3 contains 13213 members 
Mstep: Class 4 contains 7970 members 
Mstep: Class 5 contains 3315 members 
Mstep: Class 6 contains 2292 members 
Mstep: Class 7 contains 2315 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 8774 members 
Mstep: Class 11 contains 9047 members 
Mstep: Class 12 contains 3959 members 
Mstep: Class 13 contains 36063 members 
Mstep: Class 14 contains 304450 members 
Mstep: Class 15 contains 6374 members 
Mstep: Class 16 contains 2780 members 
Mstep: Class 19 contains 2263 members 
Mstep: Class 20 contains 38297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23159682.000000 Penalty: 36036.289062
Iteration 469Q: 18 clusters Score -2.315968e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 1779 members 
Mstep: Class 3 contains 13237 members 
Mstep: Class 4 contains 7821 members 
Mstep: Class 5 contains 3320 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 2314 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 8810 members 
Mstep: Class 11 contains 9056 members 
Mstep: Class 12 contains 3966 members 
Mstep: Class 13 contains 36076 members 
Mstep: Class 14 contains 305011 members 
Mstep: Class 15 contains 6317 members 
Mstep: Class 16 contains 2769 members 
Mstep: Class 19 contains 2264 members 
Mstep: Class 20 contains 37824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23159694.000000 Penalty: 36036.289062
Iteration 470Q: 18 clusters Score -2.315969e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 1780 members 
Mstep: Class 3 contains 13254 members 
Mstep: Class 4 contains 7674 members 
Mstep: Class 5 contains 3325 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 2315 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 8846 members 
Mstep: Class 11 contains 9065 members 
Mstep: Class 12 contains 3977 members 
Mstep: Class 13 contains 36093 members 
Mstep: Class 14 contains 305587 members 
Mstep: Class 15 contains 6265 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 19 contains 2265 members 
Mstep: Class 20 contains 37335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23159828.000000 Penalty: 36036.289062
Iteration 471Q: 18 clusters Score -2.315983e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 1780 members 
Mstep: Class 3 contains 13272 members 
Mstep: Class 4 contains 7532 members 
Mstep: Class 5 contains 3330 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 2317 members 
Mstep: Class 8 contains 3887 members 
Mstep: Class 9 contains 8880 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 3986 members 
Mstep: Class 13 contains 36107 members 
Mstep: Class 14 contains 306181 members 
Mstep: Class 15 contains 6215 members 
Mstep: Class 16 contains 2757 members 
Mstep: Class 19 contains 2266 members 
Mstep: Class 20 contains 36821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23159916.000000 Penalty: 36036.289062
Iteration 472Q: 18 clusters Score -2.315992e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 1780 members 
Mstep: Class 3 contains 13293 members 
Mstep: Class 4 contains 7376 members 
Mstep: Class 5 contains 3335 members 
Mstep: Class 6 contains 2302 members 
Mstep: Class 7 contains 2319 members 
Mstep: Class 8 contains 3887 members 
Mstep: Class 9 contains 8911 members 
Mstep: Class 11 contains 9085 members 
Mstep: Class 12 contains 3996 members 
Mstep: Class 13 contains 36120 members 
Mstep: Class 14 contains 306828 members 
Mstep: Class 15 contains 6165 members 
Mstep: Class 16 contains 2745 members 
Mstep: Class 19 contains 2266 members 
Mstep: Class 20 contains 36282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160008.000000 Penalty: 36036.289062
Iteration 473Q: 18 clusters Score -2.316001e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 1781 members 
Mstep: Class 3 contains 13308 members 
Mstep: Class 4 contains 7206 members 
Mstep: Class 5 contains 3341 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 2320 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 8944 members 
Mstep: Class 11 contains 9091 members 
Mstep: Class 12 contains 4011 members 
Mstep: Class 13 contains 36139 members 
Mstep: Class 14 contains 307460 members 
Mstep: Class 15 contains 6105 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 19 contains 2266 members 
Mstep: Class 20 contains 35761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160112.000000 Penalty: 36036.289062
Iteration 474Q: 18 clusters Score -2.316011e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 1781 members 
Mstep: Class 3 contains 13336 members 
Mstep: Class 4 contains 7044 members 
Mstep: Class 5 contains 3345 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 2320 members 
Mstep: Class 8 contains 3891 members 
Mstep: Class 9 contains 8985 members 
Mstep: Class 11 contains 9094 members 
Mstep: Class 12 contains 4033 members 
Mstep: Class 13 contains 36164 members 
Mstep: Class 14 contains 308115 members 
Mstep: Class 15 contains 6059 members 
Mstep: Class 16 contains 2740 members 
Mstep: Class 19 contains 2266 members 
Mstep: Class 20 contains 35171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160150.000000 Penalty: 36036.289062
Iteration 475Q: 18 clusters Score -2.316015e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 1781 members 
Mstep: Class 3 contains 13366 members 
Mstep: Class 4 contains 6909 members 
Mstep: Class 5 contains 3351 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 2321 members 
Mstep: Class 8 contains 3895 members 
Mstep: Class 9 contains 9033 members 
Mstep: Class 11 contains 9102 members 
Mstep: Class 12 contains 4049 members 
Mstep: Class 13 contains 36181 members 
Mstep: Class 14 contains 308681 members 
Mstep: Class 15 contains 6017 members 
Mstep: Class 16 contains 2738 members 
Mstep: Class 19 contains 2266 members 
Mstep: Class 20 contains 34632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160244.000000 Penalty: 36036.289062
Iteration 476Q: 18 clusters Score -2.316024e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 1782 members 
Mstep: Class 3 contains 13394 members 
Mstep: Class 4 contains 6789 members 
Mstep: Class 5 contains 3351 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 3897 members 
Mstep: Class 9 contains 9084 members 
Mstep: Class 11 contains 9111 members 
Mstep: Class 12 contains 4061 members 
Mstep: Class 13 contains 36197 members 
Mstep: Class 14 contains 309174 members 
Mstep: Class 15 contains 5973 members 
Mstep: Class 16 contains 2739 members 
Mstep: Class 19 contains 2266 members 
Mstep: Class 20 contains 34158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160296.000000 Penalty: 36036.289062
Iteration 477Q: 18 clusters Score -2.31603e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 1783 members 
Mstep: Class 3 contains 13423 members 
Mstep: Class 4 contains 6668 members 
Mstep: Class 5 contains 3355 members 
Mstep: Class 6 contains 2302 members 
Mstep: Class 7 contains 2321 members 
Mstep: Class 8 contains 3898 members 
Mstep: Class 9 contains 9128 members 
Mstep: Class 11 contains 9119 members 
Mstep: Class 12 contains 4079 members 
Mstep: Class 13 contains 36211 members 
Mstep: Class 14 contains 309647 members 
Mstep: Class 15 contains 5924 members 
Mstep: Class 16 contains 2733 members 
Mstep: Class 19 contains 2264 members 
Mstep: Class 20 contains 33714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160438.000000 Penalty: 36036.289062
Iteration 478Q: 18 clusters Score -2.316044e+07 nChanged 864
Entering ConstructFrom: 
Score: -23160438.000000 Penalty: 36036.289062
Entering ConstructFrom: 
Trying to split cluster 1 (16153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Entering Unmasked Estep 
Score: -870341.062500 Penalty: 1574.602417
	Iteration 0F: 2 clusters Score -870341.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -859187.187500 Penalty: 3149.204834
	Iteration 0F: 3 clusters Score -859187.2 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -862986.000000 Penalty: 3149.204834
	Iteration 1F: 3 clusters Score -862986 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -863258.500000 Penalty: 3149.204834
	Iteration 2Q: 3 clusters Score -863258.5 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -863505.312500 Penalty: 3149.204834
	Iteration 3Q: 3 clusters Score -863505.3 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -863734.687500 Penalty: 3149.204834
	Iteration 4Q: 3 clusters Score -863734.7 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -864006.437500 Penalty: 3149.204834
	Iteration 5Q: 3 clusters Score -864006.4 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -864327.750000 Penalty: 3149.204834
	Iteration 6Q: 3 clusters Score -864327.8 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -864757.625000 Penalty: 3149.204834
	Iteration 7Q: 3 clusters Score -864757.6 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -865271.000000 Penalty: 3149.204834
	Iteration 8F: 3 clusters Score -865271 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -865898.812500 Penalty: 3149.204834
	Iteration 9F: 3 clusters Score -865898.8 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -866594.562500 Penalty: 3149.204834
	Iteration 10F: 3 clusters Score -866594.6 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -867216.500000 Penalty: 3149.204834
	Iteration 11Q: 3 clusters Score -867216.5 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -867639.750000 Penalty: 3149.204834
	Iteration 12Q: 3 clusters Score -867639.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -867923.125000 Penalty: 3149.204834
	Iteration 13Q: 3 clusters Score -867923.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -868097.125000 Penalty: 3149.204834
	Iteration 14Q: 3 clusters Score -868097.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -868212.500000 Penalty: 3149.204834
	Iteration 15Q: 3 clusters Score -868212.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -868304.500000 Penalty: 3149.204834
	Iteration 16Q: 3 clusters Score -868304.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -868385.562500 Penalty: 3149.204834
	Iteration 17Q: 3 clusters Score -868385.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -868451.875000 Penalty: 3149.204834
	Iteration 18Q: 3 clusters Score -868451.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -868495.062500 Penalty: 3149.204834
	Iteration 19Q: 3 clusters Score -868495.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -868541.125000 Penalty: 3149.204834
	Iteration 20F: 3 clusters Score -868541.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -868585.000000 Penalty: 3149.204834
	Iteration 21Q: 3 clusters Score -868585 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -868625.625000 Penalty: 3149.204834
	Iteration 22Q: 3 clusters Score -868625.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -868660.562500 Penalty: 3149.204834
	Iteration 23Q: 3 clusters Score -868660.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -868692.312500 Penalty: 3149.204834
	Iteration 24Q: 3 clusters Score -868692.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -868712.937500 Penalty: 3149.204834
	Iteration 25Q: 3 clusters Score -868712.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -868734.062500 Penalty: 3149.204834
	Iteration 26Q: 3 clusters Score -868734.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -868756.250000 Penalty: 3149.204834
	Iteration 27Q: 3 clusters Score -868756.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -868773.625000 Penalty: 3149.204834
	Iteration 28Q: 3 clusters Score -868773.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -868798.250000 Penalty: 3149.204834
	Iteration 29Q: 3 clusters Score -868798.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -868812.062500 Penalty: 3149.204834
	Iteration 30Q: 3 clusters Score -868812.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -868825.437500 Penalty: 3149.204834
	Iteration 31Q: 3 clusters Score -868825.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -868836.062500 Penalty: 3149.204834
	Iteration 32Q: 3 clusters Score -868836.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -868848.687500 Penalty: 3149.204834
	Iteration 33Q: 3 clusters Score -868848.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -868855.625000 Penalty: 3149.204834
	Iteration 34Q: 3 clusters Score -868855.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -868867.625000 Penalty: 3149.204834
	Iteration 35Q: 3 clusters Score -868867.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -868872.562500 Penalty: 3149.204834
	Iteration 36Q: 3 clusters Score -868872.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -868877.687500 Penalty: 3149.204834
	Iteration 37Q: 3 clusters Score -868877.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -868880.187500 Penalty: 3149.204834
	Iteration 38Q: 3 clusters Score -868880.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -868885.875000 Penalty: 3149.204834
	Iteration 39Q: 3 clusters Score -868885.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -868892.500000 Penalty: 3149.204834
	Iteration 40F: 3 clusters Score -868892.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -868900.937500 Penalty: 3149.204834
	Iteration 41Q: 3 clusters Score -868900.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -868910.312500 Penalty: 3149.204834
	Iteration 42Q: 3 clusters Score -868910.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -868917.875000 Penalty: 3149.204834
	Iteration 43Q: 3 clusters Score -868917.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -868931.187500 Penalty: 3149.204834
	Iteration 44Q: 3 clusters Score -868931.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -868936.875000 Penalty: 3149.204834
	Iteration 45Q: 3 clusters Score -868936.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -868942.750000 Penalty: 3149.204834
	Iteration 46Q: 3 clusters Score -868942.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -868947.937500 Penalty: 3149.204834
	Iteration 47Q: 3 clusters Score -868947.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -868951.937500 Penalty: 3149.204834
	Iteration 48Q: 3 clusters Score -868951.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -868956.500000 Penalty: 3149.204834
	Iteration 49Q: 3 clusters Score -868956.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -868959.625000 Penalty: 3149.204834
	Iteration 50Q: 3 clusters Score -868959.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -868967.625000 Penalty: 3149.204834
	Iteration 51Q: 3 clusters Score -868967.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -868967.937500 Penalty: 3149.204834
	Iteration 52Q: 3 clusters Score -868967.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -868968.000000 Penalty: 3149.204834
	Iteration 53Q: 3 clusters Score -868968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -868972.375000 Penalty: 3149.204834
	Iteration 54Q: 3 clusters Score -868972.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -868973.500000 Penalty: 3149.204834
	Iteration 55Q: 3 clusters Score -868973.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -868973.312500 Penalty: 3149.204834
	Iteration 56Q: 3 clusters Score -868973.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -868972.625000 Penalty: 3149.204834
	Iteration 57Q: 3 clusters Score -868972.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -868974.125000 Penalty: 3149.204834
	Iteration 58Q: 3 clusters Score -868974.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -868974.000000 Penalty: 3149.204834
	Iteration 59Q: 3 clusters Score -868974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -868975.562500 Penalty: 3149.204834
	Iteration 60F: 3 clusters Score -868975.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -868976.375000 Penalty: 3149.204834
	Iteration 61Q: 3 clusters Score -868976.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -868978.000000 Penalty: 3149.204834
	Iteration 62Q: 3 clusters Score -868978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -868977.750000 Penalty: 3149.204834
	Iteration 63Q: 3 clusters Score -868977.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -868980.562500 Penalty: 3149.204834
	Iteration 64Q: 3 clusters Score -868980.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -868986.000000 Penalty: 3149.204834
	Iteration 65Q: 3 clusters Score -868986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -868988.375000 Penalty: 3149.204834
	Iteration 66Q: 3 clusters Score -868988.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -868991.750000 Penalty: 3149.204834
	Iteration 67Q: 3 clusters Score -868991.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -868995.625000 Penalty: 3149.204834
	Iteration 68Q: 3 clusters Score -868995.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -868998.562500 Penalty: 3149.204834
	Iteration 69Q: 3 clusters Score -868998.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -869000.437500 Penalty: 3149.204834
	Iteration 70Q: 3 clusters Score -869000.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -869000.250000 Penalty: 3149.204834
	Iteration 71Q: 3 clusters Score -869000.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -869002.437500 Penalty: 3149.204834
	Iteration 72Q: 3 clusters Score -869002.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -869003.875000 Penalty: 3149.204834
	Iteration 73Q: 3 clusters Score -869003.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -869006.125000 Penalty: 3149.204834
	Iteration 74Q: 3 clusters Score -869006.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -869006.625000 Penalty: 3149.204834
	Iteration 75Q: 3 clusters Score -869006.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -869008.812500 Penalty: 3149.204834
	Iteration 76Q: 3 clusters Score -869008.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -869011.187500 Penalty: 3149.204834
	Iteration 77Q: 3 clusters Score -869011.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -869017.250000 Penalty: 3149.204834
	Iteration 78Q: 3 clusters Score -869017.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -869020.187500 Penalty: 3149.204834
	Iteration 79Q: 3 clusters Score -869020.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -869022.562500 Penalty: 3149.204834
	Iteration 80F: 3 clusters Score -869022.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -869025.187500 Penalty: 3149.204834
	Iteration 81Q: 3 clusters Score -869025.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -869025.250000 Penalty: 3149.204834
	Iteration 82Q: 3 clusters Score -869025.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -869026.437500 Penalty: 3149.204834
	Iteration 83Q: 3 clusters Score -869026.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -869028.187500 Penalty: 3149.204834
	Iteration 84Q: 3 clusters Score -869028.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -869028.125000 Penalty: 3149.204834
	Iteration 85Q: 3 clusters Score -869028.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -869026.812500 Penalty: 3149.204834
	Iteration 86Q: 3 clusters Score -869026.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -869026.812500 Penalty: 3149.204834
	Iteration 87F: 3 clusters Score -869026.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Entering Unmasked Estep 
Score: -84785.187500 Penalty: 1216.574707
	Iteration 0F: 2 clusters Score -84785.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -82821.453125 Penalty: 2433.149414
	Iteration 0F: 3 clusters Score -82821.45 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -83236.296875 Penalty: 2433.149414
	Iteration 1F: 3 clusters Score -83236.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -83321.289062 Penalty: 2433.149414
	Iteration 2F: 3 clusters Score -83321.29 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -83371.609375 Penalty: 2433.149414
	Iteration 3Q: 3 clusters Score -83371.61 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -83392.554688 Penalty: 2433.149414
	Iteration 4Q: 3 clusters Score -83392.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -83417.304688 Penalty: 2433.149414
	Iteration 5Q: 3 clusters Score -83417.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -83442.242188 Penalty: 2433.149414
	Iteration 6Q: 3 clusters Score -83442.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -83462.515625 Penalty: 2433.149414
	Iteration 7Q: 3 clusters Score -83462.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -83482.007812 Penalty: 2433.149414
	Iteration 8Q: 3 clusters Score -83482.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -83508.273438 Penalty: 2433.149414
	Iteration 9Q: 3 clusters Score -83508.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -83527.617188 Penalty: 2433.149414
	Iteration 10Q: 3 clusters Score -83527.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -83546.078125 Penalty: 2433.149414
	Iteration 11Q: 3 clusters Score -83546.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -83566.390625 Penalty: 2433.149414
	Iteration 12Q: 3 clusters Score -83566.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -83583.617188 Penalty: 2433.149414
	Iteration 13Q: 3 clusters Score -83583.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -83600.851562 Penalty: 2433.149414
	Iteration 14Q: 3 clusters Score -83600.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -83620.867188 Penalty: 2433.149414
	Iteration 15Q: 3 clusters Score -83620.87 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -83637.445312 Penalty: 2433.149414
	Iteration 16Q: 3 clusters Score -83637.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -83657.859375 Penalty: 2433.149414
	Iteration 17Q: 3 clusters Score -83657.86 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -83688.015625 Penalty: 2433.149414
	Iteration 18Q: 3 clusters Score -83688.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -83703.312500 Penalty: 2433.149414
	Iteration 19Q: 3 clusters Score -83703.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -83716.406250 Penalty: 2433.149414
	Iteration 20F: 3 clusters Score -83716.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -83734.257812 Penalty: 2433.149414
	Iteration 21Q: 3 clusters Score -83734.26 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -83758.515625 Penalty: 2433.149414
	Iteration 22Q: 3 clusters Score -83758.52 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -83789.085938 Penalty: 2433.149414
	Iteration 23Q: 3 clusters Score -83789.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -83817.687500 Penalty: 2433.149414
	Iteration 24Q: 3 clusters Score -83817.69 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -83848.312500 Penalty: 2433.149414
	Iteration 25Q: 3 clusters Score -83848.31 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -83883.375000 Penalty: 2433.149414
	Iteration 26Q: 3 clusters Score -83883.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -83916.835938 Penalty: 2433.149414
	Iteration 27Q: 3 clusters Score -83916.84 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -83959.890625 Penalty: 2433.149414
	Iteration 28Q: 3 clusters Score -83959.89 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -83988.296875 Penalty: 2433.149414
	Iteration 29Q: 3 clusters Score -83988.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -84007.953125 Penalty: 2433.149414
	Iteration 30Q: 3 clusters Score -84007.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -84019.562500 Penalty: 2433.149414
	Iteration 31Q: 3 clusters Score -84019.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -84029.726562 Penalty: 2433.149414
	Iteration 32Q: 3 clusters Score -84029.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -84033.171875 Penalty: 2433.149414
	Iteration 33Q: 3 clusters Score -84033.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -84034.414062 Penalty: 2433.149414
	Iteration 34Q: 3 clusters Score -84034.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -84035.625000 Penalty: 2433.149414
	Iteration 35Q: 3 clusters Score -84035.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -84036.843750 Penalty: 2433.149414
	Iteration 36Q: 3 clusters Score -84036.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -84037.203125 Penalty: 2433.149414
	Iteration 37Q: 3 clusters Score -84037.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -84037.203125 Penalty: 2433.149414
	Iteration 38F: 3 clusters Score -84037.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Entering Unmasked Estep 
Score: -679705.937500 Penalty: 1544.904663
	Iteration 0F: 2 clusters Score -679705.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -670264.750000 Penalty: 3089.809326
	Iteration 0F: 3 clusters Score -670264.8 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -673409.875000 Penalty: 3089.809326
	Iteration 1F: 3 clusters Score -673409.9 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -673711.062500 Penalty: 3089.809326
	Iteration 2F: 3 clusters Score -673711.1 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -674033.625000 Penalty: 3089.809326
	Iteration 3F: 3 clusters Score -674033.6 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -674373.875000 Penalty: 3089.809326
	Iteration 4F: 3 clusters Score -674373.9 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -674806.437500 Penalty: 3089.809326
	Iteration 5F: 3 clusters Score -674806.4 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -675374.625000 Penalty: 3089.809326
	Iteration 6F: 3 clusters Score -675374.6 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -676054.437500 Penalty: 3089.809326
	Iteration 7F: 3 clusters Score -676054.4 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -676776.187500 Penalty: 3089.809326
	Iteration 8F: 3 clusters Score -676776.2 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -677375.687500 Penalty: 3089.809326
	Iteration 9Q: 3 clusters Score -677375.7 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -677776.375000 Penalty: 3089.809326
	Iteration 10Q: 3 clusters Score -677776.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -678002.562500 Penalty: 3089.809326
	Iteration 11Q: 3 clusters Score -678002.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -678141.000000 Penalty: 3089.809326
	Iteration 12Q: 3 clusters Score -678141 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -678227.437500 Penalty: 3089.809326
	Iteration 13Q: 3 clusters Score -678227.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -678275.250000 Penalty: 3089.809326
	Iteration 14Q: 3 clusters Score -678275.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -678296.125000 Penalty: 3089.809326
	Iteration 15Q: 3 clusters Score -678296.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -678310.875000 Penalty: 3089.809326
	Iteration 16Q: 3 clusters Score -678310.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -678331.375000 Penalty: 3089.809326
	Iteration 17Q: 3 clusters Score -678331.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -678341.250000 Penalty: 3089.809326
	Iteration 18Q: 3 clusters Score -678341.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -678346.375000 Penalty: 3089.809326
	Iteration 19Q: 3 clusters Score -678346.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -678350.750000 Penalty: 3089.809326
	Iteration 20F: 3 clusters Score -678350.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -678355.000000 Penalty: 3089.809326
	Iteration 21Q: 3 clusters Score -678355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -678358.125000 Penalty: 3089.809326
	Iteration 22Q: 3 clusters Score -678358.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -678360.812500 Penalty: 3089.809326
	Iteration 23Q: 3 clusters Score -678360.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -678362.312500 Penalty: 3089.809326
	Iteration 24Q: 3 clusters Score -678362.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -678364.125000 Penalty: 3089.809326
	Iteration 25Q: 3 clusters Score -678364.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -678368.812500 Penalty: 3089.809326
	Iteration 26Q: 3 clusters Score -678368.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -678369.125000 Penalty: 3089.809326
	Iteration 27Q: 3 clusters Score -678369.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -678369.125000 Penalty: 3089.809326
	Iteration 28F: 3 clusters Score -678369.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Entering Unmasked Estep 
Score: -370236.093750 Penalty: 1427.799316
	Iteration 0F: 2 clusters Score -370236.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -365286.250000 Penalty: 2855.598633
	Iteration 0F: 3 clusters Score -365286.2 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -366658.750000 Penalty: 2855.598633
	Iteration 1F: 3 clusters Score -366658.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -366835.093750 Penalty: 2855.598633
	Iteration 2F: 3 clusters Score -366835.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -366960.218750 Penalty: 2855.598633
	Iteration 3Q: 3 clusters Score -366960.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -367062.156250 Penalty: 2855.598633
	Iteration 4Q: 3 clusters Score -367062.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -367137.125000 Penalty: 2855.598633
	Iteration 5Q: 3 clusters Score -367137.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -367203.562500 Penalty: 2855.598633
	Iteration 6Q: 3 clusters Score -367203.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -367265.718750 Penalty: 2855.598633
	Iteration 7Q: 3 clusters Score -367265.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -367322.093750 Penalty: 2855.598633
	Iteration 8Q: 3 clusters Score -367322.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -367369.656250 Penalty: 2855.598633
	Iteration 9Q: 3 clusters Score -367369.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -367423.125000 Penalty: 2855.598633
	Iteration 10Q: 3 clusters Score -367423.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -367487.375000 Penalty: 2855.598633
	Iteration 11Q: 3 clusters Score -367487.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -367559.281250 Penalty: 2855.598633
	Iteration 12Q: 3 clusters Score -367559.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -367643.562500 Penalty: 2855.598633
	Iteration 13Q: 3 clusters Score -367643.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -367750.187500 Penalty: 2855.598633
	Iteration 14Q: 3 clusters Score -367750.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -367887.750000 Penalty: 2855.598633
	Iteration 15Q: 3 clusters Score -367887.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -368058.625000 Penalty: 2855.598633
	Iteration 16Q: 3 clusters Score -368058.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -368218.656250 Penalty: 2855.598633
	Iteration 17Q: 3 clusters Score -368218.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -368375.000000 Penalty: 2855.598633
	Iteration 18Q: 3 clusters Score -368375 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -368498.375000 Penalty: 2855.598633
	Iteration 19Q: 3 clusters Score -368498.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -368589.843750 Penalty: 2855.598633
	Iteration 20F: 3 clusters Score -368589.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -368674.812500 Penalty: 2855.598633
	Iteration 21Q: 3 clusters Score -368674.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -368750.062500 Penalty: 2855.598633
	Iteration 22Q: 3 clusters Score -368750.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -368805.625000 Penalty: 2855.598633
	Iteration 23Q: 3 clusters Score -368805.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -368841.843750 Penalty: 2855.598633
	Iteration 24Q: 3 clusters Score -368841.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -368877.093750 Penalty: 2855.598633
	Iteration 25Q: 3 clusters Score -368877.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -368902.343750 Penalty: 2855.598633
	Iteration 26Q: 3 clusters Score -368902.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -368925.343750 Penalty: 2855.598633
	Iteration 27Q: 3 clusters Score -368925.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -368941.875000 Penalty: 2855.598633
	Iteration 28Q: 3 clusters Score -368941.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -368952.843750 Penalty: 2855.598633
	Iteration 29Q: 3 clusters Score -368952.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -368957.781250 Penalty: 2855.598633
	Iteration 30Q: 3 clusters Score -368957.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -368960.843750 Penalty: 2855.598633
	Iteration 31Q: 3 clusters Score -368960.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -368962.937500 Penalty: 2855.598633
	Iteration 32Q: 3 clusters Score -368962.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -368965.250000 Penalty: 2855.598633
	Iteration 33Q: 3 clusters Score -368965.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -368969.875000 Penalty: 2855.598633
	Iteration 34Q: 3 clusters Score -368969.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -368971.468750 Penalty: 2855.598633
	Iteration 35Q: 3 clusters Score -368971.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -368971.687500 Penalty: 2855.598633
	Iteration 36Q: 3 clusters Score -368971.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -368971.656250 Penalty: 2855.598633
	Iteration 37Q: 3 clusters Score -368971.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -368971.656250 Penalty: 2855.598633
	Iteration 38F: 3 clusters Score -368971.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Entering Unmasked Estep 
Score: -175723.046875 Penalty: 1319.450684
	Iteration 0F: 2 clusters Score -175723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -172741.218750 Penalty: 2638.901367
	Iteration 0F: 3 clusters Score -172741.2 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -173486.296875 Penalty: 2638.901367
	Iteration 1F: 3 clusters Score -173486.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -173641.156250 Penalty: 2638.901367
	Iteration 2F: 3 clusters Score -173641.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -173753.890625 Penalty: 2638.901367
	Iteration 3F: 3 clusters Score -173753.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -173843.625000 Penalty: 2638.901367
	Iteration 4Q: 3 clusters Score -173843.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -173905.515625 Penalty: 2638.901367
	Iteration 5Q: 3 clusters Score -173905.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -173965.406250 Penalty: 2638.901367
	Iteration 6Q: 3 clusters Score -173965.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -174010.843750 Penalty: 2638.901367
	Iteration 7Q: 3 clusters Score -174010.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -174052.281250 Penalty: 2638.901367
	Iteration 8Q: 3 clusters Score -174052.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -174092.734375 Penalty: 2638.901367
	Iteration 9Q: 3 clusters Score -174092.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -174132.375000 Penalty: 2638.901367
	Iteration 10Q: 3 clusters Score -174132.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -174164.109375 Penalty: 2638.901367
	Iteration 11Q: 3 clusters Score -174164.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -174195.328125 Penalty: 2638.901367
	Iteration 12Q: 3 clusters Score -174195.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -174230.156250 Penalty: 2638.901367
	Iteration 13Q: 3 clusters Score -174230.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -174257.609375 Penalty: 2638.901367
	Iteration 14Q: 3 clusters Score -174257.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -174280.171875 Penalty: 2638.901367
	Iteration 15Q: 3 clusters Score -174280.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -174298.250000 Penalty: 2638.901367
	Iteration 16Q: 3 clusters Score -174298.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -174317.500000 Penalty: 2638.901367
	Iteration 17Q: 3 clusters Score -174317.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -174333.437500 Penalty: 2638.901367
	Iteration 18Q: 3 clusters Score -174333.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -174348.328125 Penalty: 2638.901367
	Iteration 19Q: 3 clusters Score -174348.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -174365.656250 Penalty: 2638.901367
	Iteration 20F: 3 clusters Score -174365.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -174376.265625 Penalty: 2638.901367
	Iteration 21Q: 3 clusters Score -174376.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -174382.375000 Penalty: 2638.901367
	Iteration 22Q: 3 clusters Score -174382.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -174385.812500 Penalty: 2638.901367
	Iteration 23Q: 3 clusters Score -174385.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -174387.437500 Penalty: 2638.901367
	Iteration 24Q: 3 clusters Score -174387.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -174389.812500 Penalty: 2638.901367
	Iteration 25Q: 3 clusters Score -174389.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -174392.406250 Penalty: 2638.901367
	Iteration 26Q: 3 clusters Score -174392.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -174396.765625 Penalty: 2638.901367
	Iteration 27Q: 3 clusters Score -174396.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -174399.343750 Penalty: 2638.901367
	Iteration 28Q: 3 clusters Score -174399.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -174400.468750 Penalty: 2638.901367
	Iteration 29Q: 3 clusters Score -174400.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -174401.609375 Penalty: 2638.901367
	Iteration 30Q: 3 clusters Score -174401.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -174402.468750 Penalty: 2638.901367
	Iteration 31Q: 3 clusters Score -174402.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -174404.781250 Penalty: 2638.901367
	Iteration 32Q: 3 clusters Score -174404.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -174405.484375 Penalty: 2638.901367
	Iteration 33Q: 3 clusters Score -174405.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -174405.484375 Penalty: 2638.901367
	Iteration 34F: 3 clusters Score -174405.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Entering Unmasked Estep 
Score: -124718.890625 Penalty: 1257.999268
	Iteration 0F: 2 clusters Score -124718.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -122420.320312 Penalty: 2515.998535
	Iteration 0F: 3 clusters Score -122420.3 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -122924.953125 Penalty: 2515.998535
	Iteration 1F: 3 clusters Score -122925 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -123024.078125 Penalty: 2515.998535
	Iteration 2F: 3 clusters Score -123024.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -123097.304688 Penalty: 2515.998535
	Iteration 3Q: 3 clusters Score -123097.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -123148.304688 Penalty: 2515.998535
	Iteration 4Q: 3 clusters Score -123148.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -123183.843750 Penalty: 2515.998535
	Iteration 5Q: 3 clusters Score -123183.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -123207.609375 Penalty: 2515.998535
	Iteration 6Q: 3 clusters Score -123207.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -123227.648438 Penalty: 2515.998535
	Iteration 7Q: 3 clusters Score -123227.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -123242.414062 Penalty: 2515.998535
	Iteration 8Q: 3 clusters Score -123242.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -123256.906250 Penalty: 2515.998535
	Iteration 9Q: 3 clusters Score -123256.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -123262.921875 Penalty: 2515.998535
	Iteration 10Q: 3 clusters Score -123262.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -123270.171875 Penalty: 2515.998535
	Iteration 11Q: 3 clusters Score -123270.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -123276.976562 Penalty: 2515.998535
	Iteration 12Q: 3 clusters Score -123277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -123281.898438 Penalty: 2515.998535
	Iteration 13Q: 3 clusters Score -123281.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -123284.000000 Penalty: 2515.998535
	Iteration 14Q: 3 clusters Score -123284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -123284.015625 Penalty: 2515.998535
	Iteration 15Q: 3 clusters Score -123284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -123284.664062 Penalty: 2515.998535
	Iteration 16Q: 3 clusters Score -123284.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -123285.671875 Penalty: 2515.998535
	Iteration 17Q: 3 clusters Score -123285.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -123286.367188 Penalty: 2515.998535
	Iteration 18Q: 3 clusters Score -123286.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -123286.984375 Penalty: 2515.998535
	Iteration 19Q: 3 clusters Score -123287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -123287.375000 Penalty: 2515.998535
	Iteration 20F: 3 clusters Score -123287.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -123287.992188 Penalty: 2515.998535
	Iteration 21Q: 3 clusters Score -123288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -123288.710938 Penalty: 2515.998535
	Iteration 22Q: 3 clusters Score -123288.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -123289.265625 Penalty: 2515.998535
	Iteration 23Q: 3 clusters Score -123289.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -123289.921875 Penalty: 2515.998535
	Iteration 24Q: 3 clusters Score -123289.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -123290.476562 Penalty: 2515.998535
	Iteration 25Q: 3 clusters Score -123290.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -123291.562500 Penalty: 2515.998535
	Iteration 26Q: 3 clusters Score -123291.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -123293.046875 Penalty: 2515.998535
	Iteration 27Q: 3 clusters Score -123293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -123293.882812 Penalty: 2515.998535
	Iteration 28Q: 3 clusters Score -123293.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -123293.882812 Penalty: 2515.998535
	Iteration 29F: 3 clusters Score -123293.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Entering Unmasked Estep 
Score: -109013.429688 Penalty: 1259.404907
	Iteration 0F: 2 clusters Score -109013.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -106744.046875 Penalty: 2518.809814
	Iteration 0F: 3 clusters Score -106744 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -107259.062500 Penalty: 2518.809814
	Iteration 1F: 3 clusters Score -107259.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -107369.078125 Penalty: 2518.809814
	Iteration 2F: 3 clusters Score -107369.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -107429.609375 Penalty: 2518.809814
	Iteration 3Q: 3 clusters Score -107429.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -107474.875000 Penalty: 2518.809814
	Iteration 4Q: 3 clusters Score -107474.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -107510.945312 Penalty: 2518.809814
	Iteration 5Q: 3 clusters Score -107510.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -107549.835938 Penalty: 2518.809814
	Iteration 6Q: 3 clusters Score -107549.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -107581.031250 Penalty: 2518.809814
	Iteration 7Q: 3 clusters Score -107581 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -107606.296875 Penalty: 2518.809814
	Iteration 8Q: 3 clusters Score -107606.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -107626.742188 Penalty: 2518.809814
	Iteration 9Q: 3 clusters Score -107626.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -107639.179688 Penalty: 2518.809814
	Iteration 10Q: 3 clusters Score -107639.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -107651.843750 Penalty: 2518.809814
	Iteration 11Q: 3 clusters Score -107651.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -107662.507812 Penalty: 2518.809814
	Iteration 12Q: 3 clusters Score -107662.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -107670.796875 Penalty: 2518.809814
	Iteration 13Q: 3 clusters Score -107670.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -107682.468750 Penalty: 2518.809814
	Iteration 14Q: 3 clusters Score -107682.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -107687.976562 Penalty: 2518.809814
	Iteration 15Q: 3 clusters Score -107688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -107693.093750 Penalty: 2518.809814
	Iteration 16Q: 3 clusters Score -107693.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -107695.726562 Penalty: 2518.809814
	Iteration 17Q: 3 clusters Score -107695.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -107697.257812 Penalty: 2518.809814
	Iteration 18Q: 3 clusters Score -107697.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -107701.210938 Penalty: 2518.809814
	Iteration 19Q: 3 clusters Score -107701.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -107706.632812 Penalty: 2518.809814
	Iteration 20F: 3 clusters Score -107706.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -107714.320312 Penalty: 2518.809814
	Iteration 21Q: 3 clusters Score -107714.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -107720.492188 Penalty: 2518.809814
	Iteration 22Q: 3 clusters Score -107720.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -107723.937500 Penalty: 2518.809814
	Iteration 23Q: 3 clusters Score -107723.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -107725.554688 Penalty: 2518.809814
	Iteration 24Q: 3 clusters Score -107725.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -107726.703125 Penalty: 2518.809814
	Iteration 25Q: 3 clusters Score -107726.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -107727.406250 Penalty: 2518.809814
	Iteration 26Q: 3 clusters Score -107727.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -107728.171875 Penalty: 2518.809814
	Iteration 27Q: 3 clusters Score -107728.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -107730.445312 Penalty: 2518.809814
	Iteration 28Q: 3 clusters Score -107730.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -107730.492188 Penalty: 2518.809814
	Iteration 29Q: 3 clusters Score -107730.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -107731.085938 Penalty: 2518.809814
	Iteration 30Q: 3 clusters Score -107731.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -107731.851562 Penalty: 2518.809814
	Iteration 31Q: 3 clusters Score -107731.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -107734.617188 Penalty: 2518.809814
	Iteration 32Q: 3 clusters Score -107734.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -107740.531250 Penalty: 2518.809814
	Iteration 33Q: 3 clusters Score -107740.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -107747.507812 Penalty: 2518.809814
	Iteration 34Q: 3 clusters Score -107747.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -107754.632812 Penalty: 2518.809814
	Iteration 35Q: 3 clusters Score -107754.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -107759.914062 Penalty: 2518.809814
	Iteration 36Q: 3 clusters Score -107759.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -107765.750000 Penalty: 2518.809814
	Iteration 37Q: 3 clusters Score -107765.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -107768.882812 Penalty: 2518.809814
	Iteration 38Q: 3 clusters Score -107768.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -107771.273438 Penalty: 2518.809814
	Iteration 39Q: 3 clusters Score -107771.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -107772.000000 Penalty: 2518.809814
	Iteration 40F: 3 clusters Score -107772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -107772.445312 Penalty: 2518.809814
	Iteration 41Q: 3 clusters Score -107772.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -107772.445312 Penalty: 2518.809814
	Iteration 42F: 3 clusters Score -107772.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Entering Unmasked Estep 
Score: -198947.234375 Penalty: 1343.627319
	Iteration 0F: 2 clusters Score -198947.2 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 1921 members 
Entering Unmasked Estep 
Score: -195675.171875 Penalty: 2687.254639
	Iteration 0F: 3 clusters Score -195675.2 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -196545.984375 Penalty: 2687.254639
	Iteration 1F: 3 clusters Score -196546 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -196733.578125 Penalty: 2687.254639
	Iteration 2F: 3 clusters Score -196733.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -196867.203125 Penalty: 2687.254639
	Iteration 3F: 3 clusters Score -196867.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -196990.796875 Penalty: 2687.254639
	Iteration 4Q: 3 clusters Score -196990.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -197130.468750 Penalty: 2687.254639
	Iteration 5Q: 3 clusters Score -197130.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -197259.828125 Penalty: 2687.254639
	Iteration 6Q: 3 clusters Score -197259.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -197424.468750 Penalty: 2687.254639
	Iteration 7Q: 3 clusters Score -197424.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -197586.921875 Penalty: 2687.254639
	Iteration 8Q: 3 clusters Score -197586.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -197782.296875 Penalty: 2687.254639
	Iteration 9Q: 3 clusters Score -197782.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -198016.328125 Penalty: 2687.254639
	Iteration 10Q: 3 clusters Score -198016.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -198232.218750 Penalty: 2687.254639
	Iteration 11Q: 3 clusters Score -198232.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -198435.937500 Penalty: 2687.254639
	Iteration 12Q: 3 clusters Score -198435.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -198560.890625 Penalty: 2687.254639
	Iteration 13Q: 3 clusters Score -198560.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -198616.765625 Penalty: 2687.254639
	Iteration 14Q: 3 clusters Score -198616.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -198645.796875 Penalty: 2687.254639
	Iteration 15Q: 3 clusters Score -198645.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -198662.718750 Penalty: 2687.254639
	Iteration 16Q: 3 clusters Score -198662.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -198673.859375 Penalty: 2687.254639
	Iteration 17Q: 3 clusters Score -198673.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -198681.203125 Penalty: 2687.254639
	Iteration 18Q: 3 clusters Score -198681.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -198685.015625 Penalty: 2687.254639
	Iteration 19Q: 3 clusters Score -198685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -198685.921875 Penalty: 2687.254639
	Iteration 20F: 3 clusters Score -198685.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -198688.203125 Penalty: 2687.254639
	Iteration 21Q: 3 clusters Score -198688.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -198688.406250 Penalty: 2687.254639
	Iteration 22Q: 3 clusters Score -198688.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -198688.406250 Penalty: 2687.254639
	Iteration 23F: 3 clusters Score -198688.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Entering Unmasked Estep 
Score: -484457.406250 Penalty: 1482.617676
	Iteration 0F: 2 clusters Score -484457.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -477771.781250 Penalty: 2965.235352
	Iteration 0F: 3 clusters Score -477771.8 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -479811.000000 Penalty: 2965.235352
	Iteration 1F: 3 clusters Score -479811 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -480040.937500 Penalty: 2965.235352
	Iteration 2F: 3 clusters Score -480040.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -480296.437500 Penalty: 2965.235352
	Iteration 3Q: 3 clusters Score -480296.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -480607.437500 Penalty: 2965.235352
	Iteration 4F: 3 clusters Score -480607.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -480928.343750 Penalty: 2965.235352
	Iteration 5F: 3 clusters Score -480928.3 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -481250.968750 Penalty: 2965.235352
	Iteration 6F: 3 clusters Score -481251 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -481582.500000 Penalty: 2965.235352
	Iteration 7F: 3 clusters Score -481582.5 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -481939.312500 Penalty: 2965.235352
	Iteration 8F: 3 clusters Score -481939.3 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -482273.093750 Penalty: 2965.235352
	Iteration 9F: 3 clusters Score -482273.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -482498.968750 Penalty: 2965.235352
	Iteration 10Q: 3 clusters Score -482499 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -482627.468750 Penalty: 2965.235352
	Iteration 11Q: 3 clusters Score -482627.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -482705.406250 Penalty: 2965.235352
	Iteration 12Q: 3 clusters Score -482705.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -482768.437500 Penalty: 2965.235352
	Iteration 13Q: 3 clusters Score -482768.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -482809.250000 Penalty: 2965.235352
	Iteration 14Q: 3 clusters Score -482809.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -482835.375000 Penalty: 2965.235352
	Iteration 15Q: 3 clusters Score -482835.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -482850.250000 Penalty: 2965.235352
	Iteration 16Q: 3 clusters Score -482850.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -482858.968750 Penalty: 2965.235352
	Iteration 17Q: 3 clusters Score -482859 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -482866.625000 Penalty: 2965.235352
	Iteration 18Q: 3 clusters Score -482866.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -482872.750000 Penalty: 2965.235352
	Iteration 19Q: 3 clusters Score -482872.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -482878.656250 Penalty: 2965.235352
	Iteration 20F: 3 clusters Score -482878.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -482882.843750 Penalty: 2965.235352
	Iteration 21Q: 3 clusters Score -482882.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -482886.031250 Penalty: 2965.235352
	Iteration 22Q: 3 clusters Score -482886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -482889.750000 Penalty: 2965.235352
	Iteration 23Q: 3 clusters Score -482889.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -482893.843750 Penalty: 2965.235352
	Iteration 24Q: 3 clusters Score -482893.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -482897.687500 Penalty: 2965.235352
	Iteration 25Q: 3 clusters Score -482897.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -482902.562500 Penalty: 2965.235352
	Iteration 26Q: 3 clusters Score -482902.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -482906.750000 Penalty: 2965.235352
	Iteration 27Q: 3 clusters Score -482906.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -482908.718750 Penalty: 2965.235352
	Iteration 28Q: 3 clusters Score -482908.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -482910.218750 Penalty: 2965.235352
	Iteration 29Q: 3 clusters Score -482910.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -482911.968750 Penalty: 2965.235352
	Iteration 30Q: 3 clusters Score -482912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -482914.656250 Penalty: 2965.235352
	Iteration 31Q: 3 clusters Score -482914.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -482916.687500 Penalty: 2965.235352
	Iteration 32Q: 3 clusters Score -482916.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -482919.656250 Penalty: 2965.235352
	Iteration 33Q: 3 clusters Score -482919.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -482920.906250 Penalty: 2965.235352
	Iteration 34Q: 3 clusters Score -482920.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -482924.500000 Penalty: 2965.235352
	Iteration 35Q: 3 clusters Score -482924.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -482926.468750 Penalty: 2965.235352
	Iteration 36Q: 3 clusters Score -482926.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -482930.468750 Penalty: 2965.235352
	Iteration 37Q: 3 clusters Score -482930.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -482931.531250 Penalty: 2965.235352
	Iteration 38Q: 3 clusters Score -482931.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -482934.250000 Penalty: 2965.235352
	Iteration 39Q: 3 clusters Score -482934.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -482936.312500 Penalty: 2965.235352
	Iteration 40F: 3 clusters Score -482936.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -482938.000000 Penalty: 2965.235352
	Iteration 41Q: 3 clusters Score -482938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -482940.062500 Penalty: 2965.235352
	Iteration 42Q: 3 clusters Score -482940.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -482941.562500 Penalty: 2965.235352
	Iteration 43Q: 3 clusters Score -482941.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -482944.531250 Penalty: 2965.235352
	Iteration 44Q: 3 clusters Score -482944.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -482945.531250 Penalty: 2965.235352
	Iteration 45Q: 3 clusters Score -482945.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -482947.500000 Penalty: 2965.235352
	Iteration 46Q: 3 clusters Score -482947.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -482948.968750 Penalty: 2965.235352
	Iteration 47Q: 3 clusters Score -482949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -482950.343750 Penalty: 2965.235352
	Iteration 48Q: 3 clusters Score -482950.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -482951.000000 Penalty: 2965.235352
	Iteration 49Q: 3 clusters Score -482951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -482952.937500 Penalty: 2965.235352
	Iteration 50Q: 3 clusters Score -482952.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -482953.500000 Penalty: 2965.235352
	Iteration 51Q: 3 clusters Score -482953.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -482954.781250 Penalty: 2965.235352
	Iteration 52Q: 3 clusters Score -482954.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -482955.093750 Penalty: 2965.235352
	Iteration 53Q: 3 clusters Score -482955.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -482953.687500 Penalty: 2965.235352
	Iteration 54Q: 3 clusters Score -482953.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -482953.687500 Penalty: 2965.235352
	Iteration 55F: 3 clusters Score -482953.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Entering Unmasked Estep 
Score: -495402.968750 Penalty: 1481.782837
	Iteration 0F: 2 clusters Score -495403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -488828.593750 Penalty: 2963.565674
	Iteration 0F: 3 clusters Score -488828.6 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -491029.875000 Penalty: 2963.565674
	Iteration 1F: 3 clusters Score -491029.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -491315.906250 Penalty: 2963.565674
	Iteration 2F: 3 clusters Score -491315.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -491542.656250 Penalty: 2963.565674
	Iteration 3F: 3 clusters Score -491542.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -491726.812500 Penalty: 2963.565674
	Iteration 4Q: 3 clusters Score -491726.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -491943.468750 Penalty: 2963.565674
	Iteration 5Q: 3 clusters Score -491943.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -492230.906250 Penalty: 2963.565674
	Iteration 6Q: 3 clusters Score -492230.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -492620.062500 Penalty: 2963.565674
	Iteration 7F: 3 clusters Score -492620.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -493006.468750 Penalty: 2963.565674
	Iteration 8F: 3 clusters Score -493006.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -493338.937500 Penalty: 2963.565674
	Iteration 9Q: 3 clusters Score -493338.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -493605.500000 Penalty: 2963.565674
	Iteration 10Q: 3 clusters Score -493605.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -493774.000000 Penalty: 2963.565674
	Iteration 11Q: 3 clusters Score -493774 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -493881.250000 Penalty: 2963.565674
	Iteration 12Q: 3 clusters Score -493881.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -493947.562500 Penalty: 2963.565674
	Iteration 13Q: 3 clusters Score -493947.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -493984.843750 Penalty: 2963.565674
	Iteration 14Q: 3 clusters Score -493984.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -494008.468750 Penalty: 2963.565674
	Iteration 15Q: 3 clusters Score -494008.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -494029.406250 Penalty: 2963.565674
	Iteration 16Q: 3 clusters Score -494029.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -494044.031250 Penalty: 2963.565674
	Iteration 17Q: 3 clusters Score -494044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -494053.218750 Penalty: 2963.565674
	Iteration 18Q: 3 clusters Score -494053.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -494062.312500 Penalty: 2963.565674
	Iteration 19Q: 3 clusters Score -494062.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -494082.406250 Penalty: 2963.565674
	Iteration 20F: 3 clusters Score -494082.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -494088.406250 Penalty: 2963.565674
	Iteration 21Q: 3 clusters Score -494088.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -494095.062500 Penalty: 2963.565674
	Iteration 22Q: 3 clusters Score -494095.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -494097.125000 Penalty: 2963.565674
	Iteration 23Q: 3 clusters Score -494097.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -494097.125000 Penalty: 2963.565674
	Iteration 24F: 3 clusters Score -494097.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Entering Unmasked Estep 
Score: -230787.187500 Penalty: 1351.319336
	Iteration 0F: 2 clusters Score -230787.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -227377.421875 Penalty: 2702.638672
	Iteration 0F: 3 clusters Score -227377.4 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -228258.093750 Penalty: 2702.638672
	Iteration 1F: 3 clusters Score -228258.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -228420.453125 Penalty: 2702.638672
	Iteration 2F: 3 clusters Score -228420.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -228530.265625 Penalty: 2702.638672
	Iteration 3F: 3 clusters Score -228530.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -228642.281250 Penalty: 2702.638672
	Iteration 4Q: 3 clusters Score -228642.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -228733.953125 Penalty: 2702.638672
	Iteration 5Q: 3 clusters Score -228734 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -228811.671875 Penalty: 2702.638672
	Iteration 6Q: 3 clusters Score -228811.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -228881.203125 Penalty: 2702.638672
	Iteration 7Q: 3 clusters Score -228881.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -228944.828125 Penalty: 2702.638672
	Iteration 8Q: 3 clusters Score -228944.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -229027.515625 Penalty: 2702.638672
	Iteration 9Q: 3 clusters Score -229027.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -229105.500000 Penalty: 2702.638672
	Iteration 10Q: 3 clusters Score -229105.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -229174.109375 Penalty: 2702.638672
	Iteration 11Q: 3 clusters Score -229174.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -229233.812500 Penalty: 2702.638672
	Iteration 12Q: 3 clusters Score -229233.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -229289.500000 Penalty: 2702.638672
	Iteration 13Q: 3 clusters Score -229289.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -229342.140625 Penalty: 2702.638672
	Iteration 14Q: 3 clusters Score -229342.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -229381.156250 Penalty: 2702.638672
	Iteration 15Q: 3 clusters Score -229381.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -229406.328125 Penalty: 2702.638672
	Iteration 16Q: 3 clusters Score -229406.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -229426.531250 Penalty: 2702.638672
	Iteration 17Q: 3 clusters Score -229426.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -229440.843750 Penalty: 2702.638672
	Iteration 18Q: 3 clusters Score -229440.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -229452.593750 Penalty: 2702.638672
	Iteration 19Q: 3 clusters Score -229452.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -229461.250000 Penalty: 2702.638672
	Iteration 20F: 3 clusters Score -229461.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -229467.000000 Penalty: 2702.638672
	Iteration 21Q: 3 clusters Score -229467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -229469.968750 Penalty: 2702.638672
	Iteration 22Q: 3 clusters Score -229470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -229474.281250 Penalty: 2702.638672
	Iteration 23Q: 3 clusters Score -229474.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -229476.968750 Penalty: 2702.638672
	Iteration 24Q: 3 clusters Score -229477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -229480.578125 Penalty: 2702.638672
	Iteration 25Q: 3 clusters Score -229480.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -229486.750000 Penalty: 2702.638672
	Iteration 26Q: 3 clusters Score -229486.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -229491.453125 Penalty: 2702.638672
	Iteration 27Q: 3 clusters Score -229491.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -229495.437500 Penalty: 2702.638672
	Iteration 28Q: 3 clusters Score -229495.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -229498.140625 Penalty: 2702.638672
	Iteration 29Q: 3 clusters Score -229498.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -229499.953125 Penalty: 2702.638672
	Iteration 30Q: 3 clusters Score -229500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -229502.609375 Penalty: 2702.638672
	Iteration 31Q: 3 clusters Score -229502.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -229503.640625 Penalty: 2702.638672
	Iteration 32Q: 3 clusters Score -229503.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -229503.875000 Penalty: 2702.638672
	Iteration 33Q: 3 clusters Score -229503.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -229504.078125 Penalty: 2702.638672
	Iteration 34Q: 3 clusters Score -229504.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -229504.921875 Penalty: 2702.638672
	Iteration 35Q: 3 clusters Score -229504.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -229505.234375 Penalty: 2702.638672
	Iteration 36Q: 3 clusters Score -229505.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -229506.625000 Penalty: 2702.638672
	Iteration 37Q: 3 clusters Score -229506.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -229506.265625 Penalty: 2702.638672
	Iteration 38Q: 3 clusters Score -229506.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -229507.687500 Penalty: 2702.638672
	Iteration 39Q: 3 clusters Score -229507.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -229509.640625 Penalty: 2702.638672
	Iteration 40F: 3 clusters Score -229509.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -229511.828125 Penalty: 2702.638672
	Iteration 41Q: 3 clusters Score -229511.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -229515.359375 Penalty: 2702.638672
	Iteration 42Q: 3 clusters Score -229515.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -229518.015625 Penalty: 2702.638672
	Iteration 43Q: 3 clusters Score -229518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -229520.375000 Penalty: 2702.638672
	Iteration 44Q: 3 clusters Score -229520.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -229523.953125 Penalty: 2702.638672
	Iteration 45Q: 3 clusters Score -229524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -229530.484375 Penalty: 2702.638672
	Iteration 46Q: 3 clusters Score -229530.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -229540.125000 Penalty: 2702.638672
	Iteration 47Q: 3 clusters Score -229540.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -229545.968750 Penalty: 2702.638672
	Iteration 48Q: 3 clusters Score -229546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -229549.031250 Penalty: 2702.638672
	Iteration 49Q: 3 clusters Score -229549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -229551.734375 Penalty: 2702.638672
	Iteration 50Q: 3 clusters Score -229551.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -229553.062500 Penalty: 2702.638672
	Iteration 51Q: 3 clusters Score -229553.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -229554.656250 Penalty: 2702.638672
	Iteration 52Q: 3 clusters Score -229554.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -229555.468750 Penalty: 2702.638672
	Iteration 53Q: 3 clusters Score -229555.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -229556.437500 Penalty: 2702.638672
	Iteration 54Q: 3 clusters Score -229556.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -229556.406250 Penalty: 2702.638672
	Iteration 55Q: 3 clusters Score -229556.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -229556.796875 Penalty: 2702.638672
	Iteration 56Q: 3 clusters Score -229556.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -229557.125000 Penalty: 2702.638672
	Iteration 57Q: 3 clusters Score -229557.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -229557.859375 Penalty: 2702.638672
	Iteration 58Q: 3 clusters Score -229557.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -229557.859375 Penalty: 2702.638672
	Iteration 59F: 3 clusters Score -229557.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (36219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Entering Unmasked Estep 
Score: -1893072.500000 Penalty: 1705.817627
	Iteration 0F: 2 clusters Score -1893072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -1868934.875000 Penalty: 3411.635254
	Iteration 0F: 3 clusters Score -1868935 nChanged 16615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -1877959.875000 Penalty: 3411.635254
	Iteration 1F: 3 clusters Score -1877960 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -1878665.375000 Penalty: 3411.635254
	Iteration 2Q: 3 clusters Score -1878665 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -1879684.000000 Penalty: 3411.635254
	Iteration 3F: 3 clusters Score -1879684 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -1881213.500000 Penalty: 3411.635254
	Iteration 4F: 3 clusters Score -1881214 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -1883191.625000 Penalty: 3411.635254
	Iteration 5F: 3 clusters Score -1883192 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -1884912.375000 Penalty: 3411.635254
	Iteration 6F: 3 clusters Score -1884912 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -1886087.625000 Penalty: 3411.635254
	Iteration 7F: 3 clusters Score -1886088 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -1886816.375000 Penalty: 3411.635254
	Iteration 8Q: 3 clusters Score -1886816 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -1887289.500000 Penalty: 3411.635254
	Iteration 9Q: 3 clusters Score -1887290 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -1887541.375000 Penalty: 3411.635254
	Iteration 10Q: 3 clusters Score -1887541 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -1887700.750000 Penalty: 3411.635254
	Iteration 11Q: 3 clusters Score -1887701 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -1887815.875000 Penalty: 3411.635254
	Iteration 12Q: 3 clusters Score -1887816 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -1887906.875000 Penalty: 3411.635254
	Iteration 13Q: 3 clusters Score -1887907 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -1887975.125000 Penalty: 3411.635254
	Iteration 14Q: 3 clusters Score -1887975 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -1888055.250000 Penalty: 3411.635254
	Iteration 15Q: 3 clusters Score -1888055 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -1888106.500000 Penalty: 3411.635254
	Iteration 16Q: 3 clusters Score -1888106 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -1888169.625000 Penalty: 3411.635254
	Iteration 17Q: 3 clusters Score -1888170 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -1888228.000000 Penalty: 3411.635254
	Iteration 18Q: 3 clusters Score -1888228 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -1888290.625000 Penalty: 3411.635254
	Iteration 19Q: 3 clusters Score -1888291 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -1888357.625000 Penalty: 3411.635254
	Iteration 20F: 3 clusters Score -1888358 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -1888424.375000 Penalty: 3411.635254
	Iteration 21Q: 3 clusters Score -1888424 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -1888501.500000 Penalty: 3411.635254
	Iteration 22Q: 3 clusters Score -1888502 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -1888590.750000 Penalty: 3411.635254
	Iteration 23Q: 3 clusters Score -1888591 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -1888691.125000 Penalty: 3411.635254
	Iteration 24Q: 3 clusters Score -1888691 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -1888786.875000 Penalty: 3411.635254
	Iteration 25Q: 3 clusters Score -1888787 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -1888918.375000 Penalty: 3411.635254
	Iteration 26Q: 3 clusters Score -1888918 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -1889037.375000 Penalty: 3411.635254
	Iteration 27Q: 3 clusters Score -1889037 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -1889161.125000 Penalty: 3411.635254
	Iteration 28Q: 3 clusters Score -1889161 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -1889305.875000 Penalty: 3411.635254
	Iteration 29Q: 3 clusters Score -1889306 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -1889476.625000 Penalty: 3411.635254
	Iteration 30Q: 3 clusters Score -1889477 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -1889692.000000 Penalty: 3411.635254
	Iteration 31Q: 3 clusters Score -1889692 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -1889918.750000 Penalty: 3411.635254
	Iteration 32Q: 3 clusters Score -1889919 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -1890119.250000 Penalty: 3411.635254
	Iteration 33Q: 3 clusters Score -1890119 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -1890273.875000 Penalty: 3411.635254
	Iteration 34Q: 3 clusters Score -1890274 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -1890454.375000 Penalty: 3411.635254
	Iteration 35Q: 3 clusters Score -1890454 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -1890671.625000 Penalty: 3411.635254
	Iteration 36Q: 3 clusters Score -1890672 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -1890953.875000 Penalty: 3411.635254
	Iteration 37Q: 3 clusters Score -1890954 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -1891324.375000 Penalty: 3411.635254
	Iteration 38Q: 3 clusters Score -1891324 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -1891842.500000 Penalty: 3411.635254
	Iteration 39Q: 3 clusters Score -1891842 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -1892332.000000 Penalty: 3411.635254
	Iteration 40F: 3 clusters Score -1892332 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -1892516.500000 Penalty: 3411.635254
	Iteration 41Q: 3 clusters Score -1892516 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -1892612.500000 Penalty: 3411.635254
	Iteration 42Q: 3 clusters Score -1892612 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -1892699.500000 Penalty: 3411.635254
	Iteration 43Q: 3 clusters Score -1892700 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -1892754.875000 Penalty: 3411.635254
	Iteration 44Q: 3 clusters Score -1892755 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -1892827.000000 Penalty: 3411.635254
	Iteration 45Q: 3 clusters Score -1892827 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -1892914.500000 Penalty: 3411.635254
	Iteration 46Q: 3 clusters Score -1892914 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -1892968.000000 Penalty: 3411.635254
	Iteration 47Q: 3 clusters Score -1892968 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -1893007.250000 Penalty: 3411.635254
	Iteration 48Q: 3 clusters Score -1893007 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -1893025.000000 Penalty: 3411.635254
	Iteration 49Q: 3 clusters Score -1893025 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -1893048.500000 Penalty: 3411.635254
	Iteration 50Q: 3 clusters Score -1893048 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -1893067.875000 Penalty: 3411.635254
	Iteration 51Q: 3 clusters Score -1893068 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -1893076.750000 Penalty: 3411.635254
	Iteration 52Q: 3 clusters Score -1893077 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -1893089.125000 Penalty: 3411.635254
	Iteration 53Q: 3 clusters Score -1893089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -1893091.125000 Penalty: 3411.635254
	Iteration 54Q: 3 clusters Score -1893091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -1893098.250000 Penalty: 3411.635254
	Iteration 55Q: 3 clusters Score -1893098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -1893102.750000 Penalty: 3411.635254
	Iteration 56Q: 3 clusters Score -1893103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -1893109.125000 Penalty: 3411.635254
	Iteration 57Q: 3 clusters Score -1893109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -1893107.125000 Penalty: 3411.635254
	Iteration 58Q: 3 clusters Score -1893107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -1893109.625000 Penalty: 3411.635254
	Iteration 59Q: 3 clusters Score -1893110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -1893111.625000 Penalty: 3411.635254
	Iteration 60F: 3 clusters Score -1893112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -1893111.750000 Penalty: 3411.635254
	Iteration 61Q: 3 clusters Score -1893112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -1893108.625000 Penalty: 3411.635254
	Iteration 62Q: 3 clusters Score -1893109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 34503 members 
Entering Unmasked Estep 
Score: -1893110.250000 Penalty: 3411.635254
	Iteration 63Q: 3 clusters Score -1893110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -1893109.375000 Penalty: 3411.635254
	Iteration 64Q: 3 clusters Score -1893109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -1893108.000000 Penalty: 3411.635254
	Iteration 65Q: 3 clusters Score -1893108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -1893108.375000 Penalty: 3411.635254
	Iteration 66Q: 3 clusters Score -1893108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -1893110.500000 Penalty: 3411.635254
	Iteration 67Q: 3 clusters Score -1893110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -1893109.500000 Penalty: 3411.635254
	Iteration 68Q: 3 clusters Score -1893110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -1893109.750000 Penalty: 3411.635254
	Iteration 69Q: 3 clusters Score -1893110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -1893109.750000 Penalty: 3411.635254
	Iteration 70F: 3 clusters Score -1893110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 1784 members 
Mstep: Class 3 contains 13455 members 
Mstep: Class 4 contains 6545 members 
Mstep: Class 5 contains 3360 members 
Mstep: Class 6 contains 2302 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 34515 members 
Mstep: Class 11 contains 9124 members 
Mstep: Class 12 contains 4088 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 310142 members 
Mstep: Class 15 contains 5866 members 
Mstep: Class 16 contains 2735 members 
Mstep: Class 19 contains 2262 members 
Mstep: Class 20 contains 33261 members 
Entering Unmasked Estep 
Score: -23160276.000000 Penalty: 38156.070312
Splitting cluster 13 changes total score from -23160438.000000 to -23160276.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (310142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310142 members 
Entering Unmasked Estep 
Score: -15719169.000000 Penalty: 2054.777588
	Iteration 0F: 2 clusters Score -1.571917e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154973 members 
Mstep: Class 2 contains 155169 members 
Entering Unmasked Estep 
Score: -15509127.000000 Penalty: 4109.555176
	Iteration 0F: 3 clusters Score -1.550913e+07 nChanged 151302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150263 members 
Mstep: Class 2 contains 159879 members 
Entering Unmasked Estep 
Score: -15599260.000000 Penalty: 4109.555176
	Iteration 1F: 3 clusters Score -1.559926e+07 nChanged 7140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147545 members 
Mstep: Class 2 contains 162597 members 
Entering Unmasked Estep 
Score: -15600549.000000 Penalty: 4109.555176
	Iteration 2Q: 3 clusters Score -1.560055e+07 nChanged 8014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143287 members 
Mstep: Class 2 contains 166855 members 
Entering Unmasked Estep 
Score: -15602228.000000 Penalty: 4109.555176
	Iteration 3Q: 3 clusters Score -1.560223e+07 nChanged 9500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136617 members 
Mstep: Class 2 contains 173525 members 
Entering Unmasked Estep 
Score: -15605017.000000 Penalty: 4109.555176
	Iteration 4Q: 3 clusters Score -1.560502e+07 nChanged 12111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126508 members 
Mstep: Class 2 contains 183634 members 
Entering Unmasked Estep 
Score: -15609644.000000 Penalty: 4109.555176
	Iteration 5Q: 3 clusters Score -1.560964e+07 nChanged 16171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111429 members 
Mstep: Class 2 contains 198713 members 
Entering Unmasked Estep 
Score: -15618247.000000 Penalty: 4109.555176
	Iteration 6F: 3 clusters Score -1.561825e+07 nChanged 21603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90242 members 
Mstep: Class 2 contains 219900 members 
Entering Unmasked Estep 
Score: -15632932.000000 Penalty: 4109.555176
	Iteration 7F: 3 clusters Score -1.563293e+07 nChanged 26301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64043 members 
Mstep: Class 2 contains 246099 members 
Entering Unmasked Estep 
Score: -15655120.000000 Penalty: 4109.555176
	Iteration 8F: 3 clusters Score -1.565512e+07 nChanged 26963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 273050 members 
Entering Unmasked Estep 
Score: -15680815.000000 Penalty: 4109.555176
	Iteration 9F: 3 clusters Score -1.568082e+07 nChanged 21047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 294097 members 
Entering Unmasked Estep 
Score: -15702330.000000 Penalty: 4109.555176
	Iteration 10F: 3 clusters Score -1.570233e+07 nChanged 10857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 304954 members 
Entering Unmasked Estep 
Score: -15712897.000000 Penalty: 4109.555176
	Iteration 11Q: 3 clusters Score -1.57129e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 308681 members 
Entering Unmasked Estep 
Score: -15716207.000000 Penalty: 4109.555176
	Iteration 12Q: 3 clusters Score -1.571621e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 309648 members 
Entering Unmasked Estep 
Score: -15716996.000000 Penalty: 4109.555176
	Iteration 13Q: 3 clusters Score -1.5717e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 309892 members 
Entering Unmasked Estep 
Score: -15717253.000000 Penalty: 4109.555176
	Iteration 14Q: 3 clusters Score -1.571725e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 309956 members 
Entering Unmasked Estep 
Score: -15717300.000000 Penalty: 4109.555176
	Iteration 15Q: 3 clusters Score -1.57173e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 309971 members 
Entering Unmasked Estep 
Score: -15717320.000000 Penalty: 4109.555176
	Iteration 16Q: 3 clusters Score -1.571732e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 309982 members 
Entering Unmasked Estep 
Score: -15717332.000000 Penalty: 4109.555176
	Iteration 17Q: 3 clusters Score -1.571733e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 309990 members 
Entering Unmasked Estep 
Score: -15717341.000000 Penalty: 4109.555176
	Iteration 18Q: 3 clusters Score -1.571734e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 309992 members 
Entering Unmasked Estep 
Score: -15717348.000000 Penalty: 4109.555176
	Iteration 19Q: 3 clusters Score -1.571735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 309996 members 
Entering Unmasked Estep 
Score: -15717358.000000 Penalty: 4109.555176
	Iteration 20F: 3 clusters Score -1.571736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 309999 members 
Entering Unmasked Estep 
Score: -15717395.000000 Penalty: 4109.555176
	Iteration 21Q: 3 clusters Score -1.57174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 310000 members 
Entering Unmasked Estep 
Score: -15717394.000000 Penalty: 4109.555176
	Iteration 22Q: 3 clusters Score -1.571739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 310003 members 
Entering Unmasked Estep 
Score: -15717399.000000 Penalty: 4109.555176
	Iteration 23Q: 3 clusters Score -1.57174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 310004 members 
Entering Unmasked Estep 
Score: -15717395.000000 Penalty: 4109.555176
	Iteration 24Q: 3 clusters Score -1.57174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 310006 members 
Entering Unmasked Estep 
Score: -15717404.000000 Penalty: 4109.555176
	Iteration 25Q: 3 clusters Score -1.57174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 310007 members 
Entering Unmasked Estep 
Score: -15717410.000000 Penalty: 4109.555176
	Iteration 26Q: 3 clusters Score -1.571741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 310007 members 
Entering Unmasked Estep 
Score: -15717410.000000 Penalty: 4109.555176
	Iteration 27F: 3 clusters Score -1.571741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Entering Unmasked Estep 
Score: -329971.937500 Penalty: 1410.000854
	Iteration 0F: 2 clusters Score -329971.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -325386.625000 Penalty: 2820.001709
	Iteration 0F: 3 clusters Score -325386.6 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -326624.687500 Penalty: 2820.001709
	Iteration 1F: 3 clusters Score -326624.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -326787.718750 Penalty: 2820.001709
	Iteration 2F: 3 clusters Score -326787.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -326883.937500 Penalty: 2820.001709
	Iteration 3Q: 3 clusters Score -326883.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -326945.906250 Penalty: 2820.001709
	Iteration 4Q: 3 clusters Score -326945.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -327002.906250 Penalty: 2820.001709
	Iteration 5Q: 3 clusters Score -327002.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -327052.843750 Penalty: 2820.001709
	Iteration 6Q: 3 clusters Score -327052.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -327100.750000 Penalty: 2820.001709
	Iteration 7Q: 3 clusters Score -327100.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -327141.656250 Penalty: 2820.001709
	Iteration 8Q: 3 clusters Score -327141.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -327171.937500 Penalty: 2820.001709
	Iteration 9Q: 3 clusters Score -327171.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -327195.312500 Penalty: 2820.001709
	Iteration 10Q: 3 clusters Score -327195.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -327214.312500 Penalty: 2820.001709
	Iteration 11Q: 3 clusters Score -327214.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -327227.406250 Penalty: 2820.001709
	Iteration 12Q: 3 clusters Score -327227.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -327239.375000 Penalty: 2820.001709
	Iteration 13Q: 3 clusters Score -327239.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -327248.531250 Penalty: 2820.001709
	Iteration 14Q: 3 clusters Score -327248.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -327260.250000 Penalty: 2820.001709
	Iteration 15Q: 3 clusters Score -327260.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -327276.375000 Penalty: 2820.001709
	Iteration 16Q: 3 clusters Score -327276.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -327295.250000 Penalty: 2820.001709
	Iteration 17Q: 3 clusters Score -327295.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -327309.156250 Penalty: 2820.001709
	Iteration 18Q: 3 clusters Score -327309.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -327323.531250 Penalty: 2820.001709
	Iteration 19Q: 3 clusters Score -327323.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -327339.468750 Penalty: 2820.001709
	Iteration 20F: 3 clusters Score -327339.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -327359.843750 Penalty: 2820.001709
	Iteration 21Q: 3 clusters Score -327359.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -327384.250000 Penalty: 2820.001709
	Iteration 22Q: 3 clusters Score -327384.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -327412.875000 Penalty: 2820.001709
	Iteration 23Q: 3 clusters Score -327412.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -327443.937500 Penalty: 2820.001709
	Iteration 24Q: 3 clusters Score -327443.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -327488.937500 Penalty: 2820.001709
	Iteration 25Q: 3 clusters Score -327488.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -327540.906250 Penalty: 2820.001709
	Iteration 26Q: 3 clusters Score -327540.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -327600.625000 Penalty: 2820.001709
	Iteration 27Q: 3 clusters Score -327600.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -327677.125000 Penalty: 2820.001709
	Iteration 28Q: 3 clusters Score -327677.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -327770.812500 Penalty: 2820.001709
	Iteration 29Q: 3 clusters Score -327770.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -327892.875000 Penalty: 2820.001709
	Iteration 30Q: 3 clusters Score -327892.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -328007.125000 Penalty: 2820.001709
	Iteration 31Q: 3 clusters Score -328007.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -328108.156250 Penalty: 2820.001709
	Iteration 32Q: 3 clusters Score -328108.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -328196.000000 Penalty: 2820.001709
	Iteration 33Q: 3 clusters Score -328196 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -328284.468750 Penalty: 2820.001709
	Iteration 34Q: 3 clusters Score -328284.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -328368.875000 Penalty: 2820.001709
	Iteration 35Q: 3 clusters Score -328368.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -328430.500000 Penalty: 2820.001709
	Iteration 36Q: 3 clusters Score -328430.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -328479.562500 Penalty: 2820.001709
	Iteration 37Q: 3 clusters Score -328479.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -328524.968750 Penalty: 2820.001709
	Iteration 38Q: 3 clusters Score -328525 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -328572.843750 Penalty: 2820.001709
	Iteration 39Q: 3 clusters Score -328572.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -328609.843750 Penalty: 2820.001709
	Iteration 40F: 3 clusters Score -328609.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -328635.500000 Penalty: 2820.001709
	Iteration 41Q: 3 clusters Score -328635.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -328661.312500 Penalty: 2820.001709
	Iteration 42Q: 3 clusters Score -328661.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -328683.750000 Penalty: 2820.001709
	Iteration 43Q: 3 clusters Score -328683.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -328705.875000 Penalty: 2820.001709
	Iteration 44Q: 3 clusters Score -328705.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -328724.937500 Penalty: 2820.001709
	Iteration 45Q: 3 clusters Score -328724.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -328738.687500 Penalty: 2820.001709
	Iteration 46Q: 3 clusters Score -328738.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -328747.531250 Penalty: 2820.001709
	Iteration 47Q: 3 clusters Score -328747.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -328756.437500 Penalty: 2820.001709
	Iteration 48Q: 3 clusters Score -328756.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -328763.687500 Penalty: 2820.001709
	Iteration 49Q: 3 clusters Score -328763.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -328768.750000 Penalty: 2820.001709
	Iteration 50Q: 3 clusters Score -328768.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -328774.750000 Penalty: 2820.001709
	Iteration 51Q: 3 clusters Score -328774.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -328780.687500 Penalty: 2820.001709
	Iteration 52Q: 3 clusters Score -328780.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -328783.000000 Penalty: 2820.001709
	Iteration 53Q: 3 clusters Score -328783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -328787.281250 Penalty: 2820.001709
	Iteration 54Q: 3 clusters Score -328787.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -328789.781250 Penalty: 2820.001709
	Iteration 55Q: 3 clusters Score -328789.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -328792.437500 Penalty: 2820.001709
	Iteration 56Q: 3 clusters Score -328792.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -328793.375000 Penalty: 2820.001709
	Iteration 57Q: 3 clusters Score -328793.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -328794.750000 Penalty: 2820.001709
	Iteration 58Q: 3 clusters Score -328794.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -328796.281250 Penalty: 2820.001709
	Iteration 59Q: 3 clusters Score -328796.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -328797.187500 Penalty: 2820.001709
	Iteration 60F: 3 clusters Score -328797.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Entering Unmasked Estep 
Score: -134172.187500 Penalty: 1286.006592
	Iteration 0F: 2 clusters Score -134172.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -131594.953125 Penalty: 2572.013184
	Iteration 0F: 3 clusters Score -131595 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -132187.359375 Penalty: 2572.013184
	Iteration 1F: 3 clusters Score -132187.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -132317.906250 Penalty: 2572.013184
	Iteration 2F: 3 clusters Score -132317.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -132406.906250 Penalty: 2572.013184
	Iteration 3F: 3 clusters Score -132406.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -132481.968750 Penalty: 2572.013184
	Iteration 4Q: 3 clusters Score -132482 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -132550.953125 Penalty: 2572.013184
	Iteration 5Q: 3 clusters Score -132551 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -132622.468750 Penalty: 2572.013184
	Iteration 6Q: 3 clusters Score -132622.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -132691.109375 Penalty: 2572.013184
	Iteration 7Q: 3 clusters Score -132691.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -132751.953125 Penalty: 2572.013184
	Iteration 8Q: 3 clusters Score -132752 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -132820.406250 Penalty: 2572.013184
	Iteration 9Q: 3 clusters Score -132820.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -132879.343750 Penalty: 2572.013184
	Iteration 10Q: 3 clusters Score -132879.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -132922.000000 Penalty: 2572.013184
	Iteration 11Q: 3 clusters Score -132922 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -132950.453125 Penalty: 2572.013184
	Iteration 12Q: 3 clusters Score -132950.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -132967.546875 Penalty: 2572.013184
	Iteration 13Q: 3 clusters Score -132967.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -132988.093750 Penalty: 2572.013184
	Iteration 14Q: 3 clusters Score -132988.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -133000.062500 Penalty: 2572.013184
	Iteration 15Q: 3 clusters Score -133000.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -133009.453125 Penalty: 2572.013184
	Iteration 16Q: 3 clusters Score -133009.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -133020.406250 Penalty: 2572.013184
	Iteration 17Q: 3 clusters Score -133020.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -133029.062500 Penalty: 2572.013184
	Iteration 18Q: 3 clusters Score -133029.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -133037.171875 Penalty: 2572.013184
	Iteration 19Q: 3 clusters Score -133037.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -133045.703125 Penalty: 2572.013184
	Iteration 20F: 3 clusters Score -133045.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -133053.890625 Penalty: 2572.013184
	Iteration 21Q: 3 clusters Score -133053.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -133062.828125 Penalty: 2572.013184
	Iteration 22Q: 3 clusters Score -133062.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -133067.250000 Penalty: 2572.013184
	Iteration 23Q: 3 clusters Score -133067.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -133072.703125 Penalty: 2572.013184
	Iteration 24Q: 3 clusters Score -133072.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -133077.343750 Penalty: 2572.013184
	Iteration 25Q: 3 clusters Score -133077.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -133079.515625 Penalty: 2572.013184
	Iteration 26Q: 3 clusters Score -133079.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -133079.750000 Penalty: 2572.013184
	Iteration 27Q: 3 clusters Score -133079.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -133079.750000 Penalty: 2572.013184
	Iteration 28F: 3 clusters Score -133079.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Entering Unmasked Estep 
Score: -119015.500000 Penalty: 1255.150757
	Iteration 0F: 2 clusters Score -119015.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -116754.375000 Penalty: 2510.301514
	Iteration 0F: 3 clusters Score -116754.4 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -117246.937500 Penalty: 2510.301514
	Iteration 1F: 3 clusters Score -117246.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -117357.281250 Penalty: 2510.301514
	Iteration 2F: 3 clusters Score -117357.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -117411.468750 Penalty: 2510.301514
	Iteration 3Q: 3 clusters Score -117411.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -117444.421875 Penalty: 2510.301514
	Iteration 4Q: 3 clusters Score -117444.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -117464.937500 Penalty: 2510.301514
	Iteration 5Q: 3 clusters Score -117464.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -117480.820312 Penalty: 2510.301514
	Iteration 6Q: 3 clusters Score -117480.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -117491.578125 Penalty: 2510.301514
	Iteration 7Q: 3 clusters Score -117491.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -117503.171875 Penalty: 2510.301514
	Iteration 8Q: 3 clusters Score -117503.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -117513.906250 Penalty: 2510.301514
	Iteration 9Q: 3 clusters Score -117513.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -117516.617188 Penalty: 2510.301514
	Iteration 10Q: 3 clusters Score -117516.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -117517.960938 Penalty: 2510.301514
	Iteration 11Q: 3 clusters Score -117518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -117519.539062 Penalty: 2510.301514
	Iteration 12Q: 3 clusters Score -117519.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -117522.226562 Penalty: 2510.301514
	Iteration 13Q: 3 clusters Score -117522.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -117524.335938 Penalty: 2510.301514
	Iteration 14Q: 3 clusters Score -117524.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -117528.578125 Penalty: 2510.301514
	Iteration 15Q: 3 clusters Score -117528.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -117532.304688 Penalty: 2510.301514
	Iteration 16Q: 3 clusters Score -117532.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -117533.851562 Penalty: 2510.301514
	Iteration 17Q: 3 clusters Score -117533.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -117536.265625 Penalty: 2510.301514
	Iteration 18Q: 3 clusters Score -117536.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -117537.132812 Penalty: 2510.301514
	Iteration 19Q: 3 clusters Score -117537.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -117537.390625 Penalty: 2510.301514
	Iteration 20F: 3 clusters Score -117537.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (33261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Entering Unmasked Estep 
Score: -1797981.375000 Penalty: 1691.972900
	Iteration 0F: 2 clusters Score -1797981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -1775718.125000 Penalty: 3383.945801
	Iteration 0F: 3 clusters Score -1775718 nChanged 15300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -1783999.000000 Penalty: 3383.945801
	Iteration 1F: 3 clusters Score -1783999 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -1784366.125000 Penalty: 3383.945801
	Iteration 2Q: 3 clusters Score -1784366 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -1784760.625000 Penalty: 3383.945801
	Iteration 3Q: 3 clusters Score -1784761 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -1785144.625000 Penalty: 3383.945801
	Iteration 4Q: 3 clusters Score -1785145 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -1785528.500000 Penalty: 3383.945801
	Iteration 5Q: 3 clusters Score -1785528 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -1785964.250000 Penalty: 3383.945801
	Iteration 6Q: 3 clusters Score -1785964 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -1786517.375000 Penalty: 3383.945801
	Iteration 7Q: 3 clusters Score -1786517 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -1787243.500000 Penalty: 3383.945801
	Iteration 8Q: 3 clusters Score -1787244 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -1788225.875000 Penalty: 3383.945801
	Iteration 9F: 3 clusters Score -1788226 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -1789427.500000 Penalty: 3383.945801
	Iteration 10F: 3 clusters Score -1789428 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -1790832.125000 Penalty: 3383.945801
	Iteration 11F: 3 clusters Score -1790832 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -1792155.125000 Penalty: 3383.945801
	Iteration 12F: 3 clusters Score -1792155 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -1793155.125000 Penalty: 3383.945801
	Iteration 13Q: 3 clusters Score -1793155 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -1793782.000000 Penalty: 3383.945801
	Iteration 14Q: 3 clusters Score -1793782 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -1794206.875000 Penalty: 3383.945801
	Iteration 15Q: 3 clusters Score -1794207 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -1794523.125000 Penalty: 3383.945801
	Iteration 16Q: 3 clusters Score -1794523 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -1794787.125000 Penalty: 3383.945801
	Iteration 17Q: 3 clusters Score -1794787 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -1794994.750000 Penalty: 3383.945801
	Iteration 18Q: 3 clusters Score -1794995 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -1795163.750000 Penalty: 3383.945801
	Iteration 19Q: 3 clusters Score -1795164 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -1795320.625000 Penalty: 3383.945801
	Iteration 20F: 3 clusters Score -1795321 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -1795445.625000 Penalty: 3383.945801
	Iteration 21Q: 3 clusters Score -1795446 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -1795530.750000 Penalty: 3383.945801
	Iteration 22Q: 3 clusters Score -1795531 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -1795627.000000 Penalty: 3383.945801
	Iteration 23Q: 3 clusters Score -1795627 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -1795701.750000 Penalty: 3383.945801
	Iteration 24Q: 3 clusters Score -1795702 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -1795785.875000 Penalty: 3383.945801
	Iteration 25Q: 3 clusters Score -1795786 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -1795854.875000 Penalty: 3383.945801
	Iteration 26Q: 3 clusters Score -1795855 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -1795927.375000 Penalty: 3383.945801
	Iteration 27Q: 3 clusters Score -1795927 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -1795991.625000 Penalty: 3383.945801
	Iteration 28Q: 3 clusters Score -1795992 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -1796034.125000 Penalty: 3383.945801
	Iteration 29Q: 3 clusters Score -1796034 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -1796068.250000 Penalty: 3383.945801
	Iteration 30Q: 3 clusters Score -1796068 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -1796090.000000 Penalty: 3383.945801
	Iteration 31Q: 3 clusters Score -1796090 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -1796116.000000 Penalty: 3383.945801
	Iteration 32Q: 3 clusters Score -1796116 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -1796135.875000 Penalty: 3383.945801
	Iteration 33Q: 3 clusters Score -1796136 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -1796154.500000 Penalty: 3383.945801
	Iteration 34Q: 3 clusters Score -1796154 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -1796166.625000 Penalty: 3383.945801
	Iteration 35Q: 3 clusters Score -1796167 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -1796185.375000 Penalty: 3383.945801
	Iteration 36Q: 3 clusters Score -1796185 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -1796203.125000 Penalty: 3383.945801
	Iteration 37Q: 3 clusters Score -1796203 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -1796224.875000 Penalty: 3383.945801
	Iteration 38Q: 3 clusters Score -1796225 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -1796238.750000 Penalty: 3383.945801
	Iteration 39Q: 3 clusters Score -1796239 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -1796256.375000 Penalty: 3383.945801
	Iteration 40F: 3 clusters Score -1796256 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -1796280.250000 Penalty: 3383.945801
	Iteration 41Q: 3 clusters Score -1796280 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -1796307.625000 Penalty: 3383.945801
	Iteration 42Q: 3 clusters Score -1796308 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -1796328.000000 Penalty: 3383.945801
	Iteration 43Q: 3 clusters Score -1796328 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -1796341.000000 Penalty: 3383.945801
	Iteration 44Q: 3 clusters Score -1796341 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 31960 members 
Entering Unmasked Estep 
Score: -1796343.375000 Penalty: 3383.945801
	Iteration 45Q: 3 clusters Score -1796343 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -1796352.250000 Penalty: 3383.945801
	Iteration 46Q: 3 clusters Score -1796352 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -1796366.375000 Penalty: 3383.945801
	Iteration 47Q: 3 clusters Score -1796366 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -1796375.625000 Penalty: 3383.945801
	Iteration 48Q: 3 clusters Score -1796376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -1796390.250000 Penalty: 3383.945801
	Iteration 49Q: 3 clusters Score -1796390 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -1796401.500000 Penalty: 3383.945801
	Iteration 50Q: 3 clusters Score -1796402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -1796413.000000 Penalty: 3383.945801
	Iteration 51Q: 3 clusters Score -1796413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -1796417.500000 Penalty: 3383.945801
	Iteration 52Q: 3 clusters Score -1796418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -1796422.625000 Penalty: 3383.945801
	Iteration 53Q: 3 clusters Score -1796423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -1796428.250000 Penalty: 3383.945801
	Iteration 54Q: 3 clusters Score -1796428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -1796436.125000 Penalty: 3383.945801
	Iteration 55Q: 3 clusters Score -1796436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -1796444.500000 Penalty: 3383.945801
	Iteration 56Q: 3 clusters Score -1796444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -1796452.250000 Penalty: 3383.945801
	Iteration 57Q: 3 clusters Score -1796452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -1796454.375000 Penalty: 3383.945801
	Iteration 58Q: 3 clusters Score -1796454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -1796452.000000 Penalty: 3383.945801
	Iteration 59Q: 3 clusters Score -1796452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -1796456.625000 Penalty: 3383.945801
	Iteration 60F: 3 clusters Score -1796457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -1796461.000000 Penalty: 3383.945801
	Iteration 61Q: 3 clusters Score -1796461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -1796471.625000 Penalty: 3383.945801
	Iteration 62Q: 3 clusters Score -1796472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -1796475.625000 Penalty: 3383.945801
	Iteration 63Q: 3 clusters Score -1796476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -1796482.875000 Penalty: 3383.945801
	Iteration 64Q: 3 clusters Score -1796483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -1796490.000000 Penalty: 3383.945801
	Iteration 65Q: 3 clusters Score -1796490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -1796492.625000 Penalty: 3383.945801
	Iteration 66Q: 3 clusters Score -1796493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -1796494.125000 Penalty: 3383.945801
	Iteration 67Q: 3 clusters Score -1796494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -1796496.500000 Penalty: 3383.945801
	Iteration 68Q: 3 clusters Score -1796496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -1796497.625000 Penalty: 3383.945801
	Iteration 69Q: 3 clusters Score -1796498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -1796498.250000 Penalty: 3383.945801
	Iteration 70Q: 3 clusters Score -1796498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -1796498.250000 Penalty: 3383.945801
	Iteration 71F: 3 clusters Score -1796498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 1784 members 
Mstep: Class 3 contains 13455 members 
Mstep: Class 4 contains 6545 members 
Mstep: Class 5 contains 3360 members 
Mstep: Class 6 contains 2302 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 11 contains 9124 members 
Mstep: Class 12 contains 4088 members 
Mstep: Class 13 contains 36219 members 
Mstep: Class 14 contains 310142 members 
Mstep: Class 15 contains 5866 members 
Mstep: Class 16 contains 2735 members 
Mstep: Class 19 contains 2262 members 
Mstep: Class 20 contains 33261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160518.000000 Penalty: 36036.289062
Iteration 479Q: 18 clusters Score -2.316052e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 1784 members 
Mstep: Class 3 contains 13491 members 
Mstep: Class 4 contains 6424 members 
Mstep: Class 5 contains 3365 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 2323 members 
Mstep: Class 8 contains 3897 members 
Mstep: Class 9 contains 9211 members 
Mstep: Class 11 contains 9130 members 
Mstep: Class 12 contains 4097 members 
Mstep: Class 13 contains 36234 members 
Mstep: Class 14 contains 310628 members 
Mstep: Class 15 contains 5815 members 
Mstep: Class 16 contains 2738 members 
Mstep: Class 19 contains 2263 members 
Mstep: Class 20 contains 32808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160642.000000 Penalty: 36036.289062
Iteration 480F: 18 clusters Score -2.316064e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 1785 members 
Mstep: Class 3 contains 13540 members 
Mstep: Class 4 contains 6302 members 
Mstep: Class 5 contains 3374 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 2323 members 
Mstep: Class 8 contains 3897 members 
Mstep: Class 9 contains 9256 members 
Mstep: Class 11 contains 9127 members 
Mstep: Class 12 contains 4102 members 
Mstep: Class 13 contains 36242 members 
Mstep: Class 14 contains 311077 members 
Mstep: Class 15 contains 5768 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 19 contains 2264 members 
Mstep: Class 20 contains 32371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160728.000000 Penalty: 36036.289062
Iteration 481Q: 18 clusters Score -2.316073e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 1786 members 
Mstep: Class 3 contains 13590 members 
Mstep: Class 4 contains 6171 members 
Mstep: Class 5 contains 3384 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 3898 members 
Mstep: Class 9 contains 9305 members 
Mstep: Class 11 contains 9133 members 
Mstep: Class 12 contains 4105 members 
Mstep: Class 13 contains 36254 members 
Mstep: Class 14 contains 311556 members 
Mstep: Class 15 contains 5727 members 
Mstep: Class 16 contains 2745 members 
Mstep: Class 19 contains 2264 members 
Mstep: Class 20 contains 31910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160816.000000 Penalty: 36036.289062
Iteration 482Q: 18 clusters Score -2.316082e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 1788 members 
Mstep: Class 3 contains 13624 members 
Mstep: Class 4 contains 6039 members 
Mstep: Class 5 contains 3389 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 3897 members 
Mstep: Class 9 contains 9350 members 
Mstep: Class 11 contains 9146 members 
Mstep: Class 12 contains 4104 members 
Mstep: Class 13 contains 36268 members 
Mstep: Class 14 contains 312039 members 
Mstep: Class 15 contains 5695 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 19 contains 2266 members 
Mstep: Class 20 contains 31457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160822.000000 Penalty: 36036.289062
Iteration 483Q: 18 clusters Score -2.316082e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 1791 members 
Mstep: Class 3 contains 13661 members 
Mstep: Class 4 contains 5921 members 
Mstep: Class 5 contains 3398 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 3898 members 
Mstep: Class 9 contains 9402 members 
Mstep: Class 11 contains 9153 members 
Mstep: Class 12 contains 4105 members 
Mstep: Class 13 contains 36282 members 
Mstep: Class 14 contains 312519 members 
Mstep: Class 15 contains 5663 members 
Mstep: Class 16 contains 2748 members 
Mstep: Class 19 contains 2267 members 
Mstep: Class 20 contains 30972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160988.000000 Penalty: 36036.289062
Iteration 484Q: 18 clusters Score -2.316099e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 1795 members 
Mstep: Class 3 contains 13709 members 
Mstep: Class 4 contains 5810 members 
Mstep: Class 5 contains 3405 members 
Mstep: Class 6 contains 2302 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 3898 members 
Mstep: Class 9 contains 9450 members 
Mstep: Class 11 contains 9163 members 
Mstep: Class 12 contains 4106 members 
Mstep: Class 13 contains 36295 members 
Mstep: Class 14 contains 312997 members 
Mstep: Class 15 contains 5629 members 
Mstep: Class 16 contains 2745 members 
Mstep: Class 19 contains 2268 members 
Mstep: Class 20 contains 30490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160992.000000 Penalty: 36036.289062
Iteration 485Q: 18 clusters Score -2.316099e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 1798 members 
Mstep: Class 3 contains 13757 members 
Mstep: Class 4 contains 5716 members 
Mstep: Class 5 contains 3415 members 
Mstep: Class 6 contains 2302 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 3898 members 
Mstep: Class 9 contains 9496 members 
Mstep: Class 11 contains 9184 members 
Mstep: Class 12 contains 4107 members 
Mstep: Class 13 contains 36309 members 
Mstep: Class 14 contains 313456 members 
Mstep: Class 15 contains 5592 members 
Mstep: Class 16 contains 2734 members 
Mstep: Class 19 contains 2269 members 
Mstep: Class 20 contains 30008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161152.000000 Penalty: 36036.289062
Iteration 486Q: 18 clusters Score -2.316115e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 1803 members 
Mstep: Class 3 contains 13791 members 
Mstep: Class 4 contains 5636 members 
Mstep: Class 5 contains 3423 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 2323 members 
Mstep: Class 8 contains 3900 members 
Mstep: Class 9 contains 9536 members 
Mstep: Class 11 contains 9199 members 
Mstep: Class 12 contains 4103 members 
Mstep: Class 13 contains 36313 members 
Mstep: Class 14 contains 313904 members 
Mstep: Class 15 contains 5565 members 
Mstep: Class 16 contains 2725 members 
Mstep: Class 19 contains 2273 members 
Mstep: Class 20 contains 29541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161278.000000 Penalty: 36036.289062
Iteration 487Q: 18 clusters Score -2.316128e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 1806 members 
Mstep: Class 3 contains 13823 members 
Mstep: Class 4 contains 5552 members 
Mstep: Class 5 contains 3434 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 2325 members 
Mstep: Class 8 contains 3903 members 
Mstep: Class 9 contains 9566 members 
Mstep: Class 11 contains 9217 members 
Mstep: Class 12 contains 4104 members 
Mstep: Class 13 contains 36319 members 
Mstep: Class 14 contains 314382 members 
Mstep: Class 15 contains 5542 members 
Mstep: Class 16 contains 2724 members 
Mstep: Class 19 contains 2277 members 
Mstep: Class 20 contains 29042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161434.000000 Penalty: 36036.289062
Iteration 488Q: 18 clusters Score -2.316143e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 1808 members 
Mstep: Class 3 contains 13844 members 
Mstep: Class 4 contains 5463 members 
Mstep: Class 5 contains 3442 members 
Mstep: Class 6 contains 2305 members 
Mstep: Class 7 contains 2325 members 
Mstep: Class 8 contains 3908 members 
Mstep: Class 9 contains 9607 members 
Mstep: Class 11 contains 9223 members 
Mstep: Class 12 contains 4111 members 
Mstep: Class 13 contains 36327 members 
Mstep: Class 14 contains 314851 members 
Mstep: Class 15 contains 5522 members 
Mstep: Class 16 contains 2718 members 
Mstep: Class 19 contains 2280 members 
Mstep: Class 20 contains 28560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161468.000000 Penalty: 36036.289062
Iteration 489Q: 18 clusters Score -2.316147e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 1809 members 
Mstep: Class 3 contains 13880 members 
Mstep: Class 4 contains 5371 members 
Mstep: Class 5 contains 3450 members 
Mstep: Class 6 contains 2305 members 
Mstep: Class 7 contains 2326 members 
Mstep: Class 8 contains 3909 members 
Mstep: Class 9 contains 9658 members 
Mstep: Class 11 contains 9231 members 
Mstep: Class 12 contains 4114 members 
Mstep: Class 13 contains 36339 members 
Mstep: Class 14 contains 315273 members 
Mstep: Class 15 contains 5502 members 
Mstep: Class 16 contains 2710 members 
Mstep: Class 19 contains 2286 members 
Mstep: Class 20 contains 28099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161610.000000 Penalty: 36036.289062
Iteration 490Q: 18 clusters Score -2.316161e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 1811 members 
Mstep: Class 3 contains 13917 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 3462 members 
Mstep: Class 6 contains 2305 members 
Mstep: Class 7 contains 2328 members 
Mstep: Class 8 contains 3910 members 
Mstep: Class 9 contains 9711 members 
Mstep: Class 11 contains 9241 members 
Mstep: Class 12 contains 4121 members 
Mstep: Class 13 contains 36350 members 
Mstep: Class 14 contains 315711 members 
Mstep: Class 15 contains 5485 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 19 contains 2295 members 
Mstep: Class 20 contains 27601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161638.000000 Penalty: 36036.289062
Iteration 491Q: 18 clusters Score -2.316164e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 1816 members 
Mstep: Class 3 contains 13940 members 
Mstep: Class 4 contains 5186 members 
Mstep: Class 5 contains 3477 members 
Mstep: Class 6 contains 2306 members 
Mstep: Class 7 contains 2330 members 
Mstep: Class 8 contains 3908 members 
Mstep: Class 9 contains 9757 members 
Mstep: Class 11 contains 9250 members 
Mstep: Class 12 contains 4126 members 
Mstep: Class 13 contains 36374 members 
Mstep: Class 14 contains 316162 members 
Mstep: Class 15 contains 5469 members 
Mstep: Class 16 contains 2698 members 
Mstep: Class 19 contains 2300 members 
Mstep: Class 20 contains 27101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161684.000000 Penalty: 36036.289062
Iteration 492Q: 18 clusters Score -2.316168e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 1817 members 
Mstep: Class 3 contains 13963 members 
Mstep: Class 4 contains 5091 members 
Mstep: Class 5 contains 3492 members 
Mstep: Class 6 contains 2306 members 
Mstep: Class 7 contains 2330 members 
Mstep: Class 8 contains 3907 members 
Mstep: Class 9 contains 9800 members 
Mstep: Class 11 contains 9259 members 
Mstep: Class 12 contains 4125 members 
Mstep: Class 13 contains 36402 members 
Mstep: Class 14 contains 316626 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 2697 members 
Mstep: Class 19 contains 2308 members 
Mstep: Class 20 contains 26604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161720.000000 Penalty: 36036.289062
Iteration 493Q: 18 clusters Score -2.316172e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 1819 members 
Mstep: Class 3 contains 13978 members 
Mstep: Class 4 contains 4991 members 
Mstep: Class 5 contains 3506 members 
Mstep: Class 6 contains 2307 members 
Mstep: Class 7 contains 2331 members 
Mstep: Class 8 contains 3904 members 
Mstep: Class 9 contains 9853 members 
Mstep: Class 11 contains 9266 members 
Mstep: Class 12 contains 4127 members 
Mstep: Class 13 contains 36426 members 
Mstep: Class 14 contains 317086 members 
Mstep: Class 15 contains 5423 members 
Mstep: Class 16 contains 2691 members 
Mstep: Class 19 contains 2312 members 
Mstep: Class 20 contains 26131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161774.000000 Penalty: 36036.289062
Iteration 494Q: 18 clusters Score -2.316177e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 1820 members 
Mstep: Class 3 contains 14002 members 
Mstep: Class 4 contains 4899 members 
Mstep: Class 5 contains 3518 members 
Mstep: Class 6 contains 2306 members 
Mstep: Class 7 contains 2330 members 
Mstep: Class 8 contains 3906 members 
Mstep: Class 9 contains 9889 members 
Mstep: Class 11 contains 9277 members 
Mstep: Class 12 contains 4127 members 
Mstep: Class 13 contains 36456 members 
Mstep: Class 14 contains 317510 members 
Mstep: Class 15 contains 5404 members 
Mstep: Class 16 contains 2691 members 
Mstep: Class 19 contains 2315 members 
Mstep: Class 20 contains 25673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161836.000000 Penalty: 36036.289062
Iteration 495Q: 18 clusters Score -2.316184e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 1822 members 
Mstep: Class 3 contains 14038 members 
Mstep: Class 4 contains 4802 members 
Mstep: Class 5 contains 3523 members 
Mstep: Class 6 contains 2306 members 
Mstep: Class 7 contains 2330 members 
Mstep: Class 8 contains 3907 members 
Mstep: Class 9 contains 9931 members 
Mstep: Class 11 contains 9300 members 
Mstep: Class 12 contains 4130 members 
Mstep: Class 13 contains 36478 members 
Mstep: Class 14 contains 317892 members 
Mstep: Class 15 contains 5390 members 
Mstep: Class 16 contains 2688 members 
Mstep: Class 19 contains 2320 members 
Mstep: Class 20 contains 25245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161860.000000 Penalty: 36036.289062
Iteration 496Q: 18 clusters Score -2.316186e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 14078 members 
Mstep: Class 4 contains 4728 members 
Mstep: Class 5 contains 3537 members 
Mstep: Class 6 contains 2305 members 
Mstep: Class 7 contains 2330 members 
Mstep: Class 8 contains 3913 members 
Mstep: Class 9 contains 9981 members 
Mstep: Class 11 contains 9326 members 
Mstep: Class 12 contains 4126 members 
Mstep: Class 13 contains 36498 members 
Mstep: Class 14 contains 318254 members 
Mstep: Class 15 contains 5376 members 
Mstep: Class 16 contains 2682 members 
Mstep: Class 19 contains 2327 members 
Mstep: Class 20 contains 24801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161850.000000 Penalty: 36036.289062
Iteration 497Q: 18 clusters Score -2.316185e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 1827 members 
Mstep: Class 3 contains 14115 members 
Mstep: Class 4 contains 4651 members 
Mstep: Class 5 contains 3549 members 
Mstep: Class 6 contains 2306 members 
Mstep: Class 7 contains 2330 members 
Mstep: Class 8 contains 3912 members 
Mstep: Class 9 contains 10023 members 
Mstep: Class 11 contains 9343 members 
Mstep: Class 12 contains 4126 members 
Mstep: Class 13 contains 36514 members 
Mstep: Class 14 contains 318641 members 
Mstep: Class 15 contains 5362 members 
Mstep: Class 16 contains 2679 members 
Mstep: Class 19 contains 2334 members 
Mstep: Class 20 contains 24372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161922.000000 Penalty: 36036.289062
Iteration 498Q: 18 clusters Score -2.316192e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 1829 members 
Mstep: Class 3 contains 14149 members 
Mstep: Class 4 contains 4570 members 
Mstep: Class 5 contains 3558 members 
Mstep: Class 6 contains 2308 members 
Mstep: Class 7 contains 2331 members 
Mstep: Class 8 contains 3911 members 
Mstep: Class 9 contains 10058 members 
Mstep: Class 11 contains 9358 members 
Mstep: Class 12 contains 4129 members 
Mstep: Class 13 contains 36526 members 
Mstep: Class 14 contains 319030 members 
Mstep: Class 15 contains 5349 members 
Mstep: Class 16 contains 2681 members 
Mstep: Class 19 contains 2339 members 
Mstep: Class 20 contains 23951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23162076.000000 Penalty: 36036.289062
Iteration 499Q: 18 clusters Score -2.316208e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 1832 members 
Mstep: Class 3 contains 14176 members 
Mstep: Class 4 contains 4484 members 
Mstep: Class 5 contains 3559 members 
Mstep: Class 6 contains 2309 members 
Mstep: Class 7 contains 2334 members 
Mstep: Class 8 contains 3913 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 11 contains 9368 members 
Mstep: Class 12 contains 4132 members 
Mstep: Class 13 contains 36535 members 
Mstep: Class 14 contains 319442 members 
Mstep: Class 15 contains 5337 members 
Mstep: Class 16 contains 2682 members 
Mstep: Class 19 contains 2340 members 
Mstep: Class 20 contains 23527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23162148.000000 Penalty: 36036.289062
Iteration 500F: 18 clusters Score -2.316215e+07 nChanged 708
Maximum iterations exceeded
--- Evaluating fit on full set of 1388067 points ---
Entering Unmasked Estep 
Score: -69529696.000000 Penalty: 39071.207031
21->18 Clusters: Score -69529696.000000, best is -69532072.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 462689 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 21849 members 
Mstep: Class 3 contains 21841 members 
Mstep: Class 4 contains 22031 members 
Mstep: Class 5 contains 22040 members 
Mstep: Class 6 contains 22189 members 
Mstep: Class 7 contains 22276 members 
Mstep: Class 8 contains 22095 members 
Mstep: Class 9 contains 22123 members 
Mstep: Class 10 contains 21945 members 
Mstep: Class 11 contains 22043 members 
Mstep: Class 12 contains 21862 members 
Mstep: Class 13 contains 21987 members 
Mstep: Class 14 contains 21946 members 
Mstep: Class 15 contains 21838 members 
Mstep: Class 16 contains 21939 members 
Mstep: Class 17 contains 22120 members 
Mstep: Class 18 contains 21917 members 
Mstep: Class 19 contains 21978 members 
Mstep: Class 20 contains 22213 members 
Mstep: Class 21 contains 22051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 557.535339 but Gain 2119.781250
Score: -21600824.000000 Penalty: 42395.632812
Iteration 0F: 21 clusters Score -2.160082e+07 nChanged 435622
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 17655 members 
Mstep: Class 3 contains 20412 members 
Mstep: Class 4 contains 26157 members 
Mstep: Class 5 contains 22137 members 
Mstep: Class 6 contains 19850 members 
Mstep: Class 7 contains 28005 members 
Mstep: Class 8 contains 29132 members 
Mstep: Class 9 contains 31217 members 
Mstep: Class 10 contains 17044 members 
Mstep: Class 11 contains 22436 members 
Mstep: Class 12 contains 17818 members 
Mstep: Class 13 contains 23235 members 
Mstep: Class 14 contains 29332 members 
Mstep: Class 15 contains 15623 members 
Mstep: Class 16 contains 26875 members 
Mstep: Class 17 contains 24343 members 
Mstep: Class 18 contains 18328 members 
Mstep: Class 20 contains 28784 members 
Mstep: Class 21 contains 20137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22532498.000000 Penalty: 42395.632812
Iteration 1F: 21 clusters Score -2.25325e+07 nChanged 111191
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 15037 members 
Mstep: Class 3 contains 20380 members 
Mstep: Class 4 contains 26068 members 
Mstep: Class 5 contains 20818 members 
Mstep: Class 6 contains 18640 members 
Mstep: Class 7 contains 29535 members 
Mstep: Class 8 contains 32545 members 
Mstep: Class 9 contains 32797 members 
Mstep: Class 10 contains 14259 members 
Mstep: Class 11 contains 23413 members 
Mstep: Class 12 contains 16158 members 
Mstep: Class 13 contains 25202 members 
Mstep: Class 14 contains 30653 members 
Mstep: Class 15 contains 12997 members 
Mstep: Class 16 contains 32112 members 
Mstep: Class 17 contains 25803 members 
Mstep: Class 18 contains 16918 members 
Mstep: Class 20 contains 30190 members 
Mstep: Class 21 contains 16056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22644448.000000 Penalty: 42395.632812
Iteration 2F: 21 clusters Score -2.264445e+07 nChanged 91972
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 12545 members 
Mstep: Class 3 contains 21656 members 
Mstep: Class 4 contains 24626 members 
Mstep: Class 5 contains 20488 members 
Mstep: Class 6 contains 18344 members 
Mstep: Class 7 contains 31526 members 
Mstep: Class 8 contains 33746 members 
Mstep: Class 9 contains 33894 members 
Mstep: Class 10 contains 12660 members 
Mstep: Class 11 contains 23928 members 
Mstep: Class 12 contains 14099 members 
Mstep: Class 13 contains 26850 members 
Mstep: Class 14 contains 29997 members 
Mstep: Class 15 contains 10011 members 
Mstep: Class 16 contains 38694 members 
Mstep: Class 17 contains 27121 members 
Mstep: Class 18 contains 16625 members 
Mstep: Class 20 contains 29857 members 
Mstep: Class 21 contains 13722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22721252.000000 Penalty: 42395.632812
Iteration 3F: 21 clusters Score -2.272125e+07 nChanged 77025
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 10911 members 
Mstep: Class 3 contains 25145 members 
Mstep: Class 4 contains 22413 members 
Mstep: Class 5 contains 20083 members 
Mstep: Class 6 contains 18722 members 
Mstep: Class 7 contains 34045 members 
Mstep: Class 8 contains 32947 members 
Mstep: Class 9 contains 34558 members 
Mstep: Class 10 contains 11877 members 
Mstep: Class 11 contains 23557 members 
Mstep: Class 12 contains 12017 members 
Mstep: Class 13 contains 28026 members 
Mstep: Class 14 contains 28246 members 
Mstep: Class 15 contains 7589 members 
Mstep: Class 16 contains 45638 members 
Mstep: Class 17 contains 28532 members 
Mstep: Class 18 contains 17175 members 
Mstep: Class 20 contains 27880 members 
Mstep: Class 21 contains 12066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22779640.000000 Penalty: 42395.632812
Iteration 4F: 21 clusters Score -2.277964e+07 nChanged 67189
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 9912 members 
Mstep: Class 3 contains 30368 members 
Mstep: Class 4 contains 19789 members 
Mstep: Class 5 contains 19068 members 
Mstep: Class 6 contains 19505 members 
Mstep: Class 7 contains 36774 members 
Mstep: Class 8 contains 30475 members 
Mstep: Class 9 contains 34951 members 
Mstep: Class 10 contains 11395 members 
Mstep: Class 11 contains 22428 members 
Mstep: Class 12 contains 10020 members 
Mstep: Class 13 contains 28624 members 
Mstep: Class 14 contains 26010 members 
Mstep: Class 15 contains 5828 members 
Mstep: Class 16 contains 52780 members 
Mstep: Class 17 contains 30362 members 
Mstep: Class 18 contains 18482 members 
Mstep: Class 20 contains 25097 members 
Mstep: Class 21 contains 10703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22826974.000000 Penalty: 42395.632812
Iteration 5F: 21 clusters Score -2.282697e+07 nChanged 61142
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 9324 members 
Mstep: Class 3 contains 36097 members 
Mstep: Class 4 contains 16985 members 
Mstep: Class 5 contains 17294 members 
Mstep: Class 6 contains 20549 members 
Mstep: Class 7 contains 40061 members 
Mstep: Class 8 contains 27013 members 
Mstep: Class 9 contains 35072 members 
Mstep: Class 10 contains 11151 members 
Mstep: Class 11 contains 20660 members 
Mstep: Class 12 contains 8114 members 
Mstep: Class 13 contains 28545 members 
Mstep: Class 14 contains 23525 members 
Mstep: Class 15 contains 4458 members 
Mstep: Class 16 contains 60183 members 
Mstep: Class 17 contains 32657 members 
Mstep: Class 18 contains 20519 members 
Mstep: Class 20 contains 21894 members 
Mstep: Class 21 contains 9634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22868928.000000 Penalty: 42395.632812
Iteration 6F: 21 clusters Score -2.286893e+07 nChanged 56389
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 8899 members 
Mstep: Class 3 contains 41323 members 
Mstep: Class 4 contains 14345 members 
Mstep: Class 5 contains 14902 members 
Mstep: Class 6 contains 21720 members 
Mstep: Class 7 contains 43896 members 
Mstep: Class 8 contains 23023 members 
Mstep: Class 9 contains 34480 members 
Mstep: Class 10 contains 11138 members 
Mstep: Class 11 contains 18455 members 
Mstep: Class 12 contains 6459 members 
Mstep: Class 13 contains 27610 members 
Mstep: Class 14 contains 21163 members 
Mstep: Class 15 contains 3454 members 
Mstep: Class 16 contains 68529 members 
Mstep: Class 17 contains 35359 members 
Mstep: Class 18 contains 22769 members 
Mstep: Class 20 contains 18667 members 
Mstep: Class 21 contains 8869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22905672.000000 Penalty: 42395.632812
Iteration 7F: 21 clusters Score -2.290567e+07 nChanged 51557
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 8404 members 
Mstep: Class 3 contains 45709 members 
Mstep: Class 4 contains 11933 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 22986 members 
Mstep: Class 7 contains 48183 members 
Mstep: Class 8 contains 19107 members 
Mstep: Class 9 contains 32667 members 
Mstep: Class 10 contains 11230 members 
Mstep: Class 11 contains 16036 members 
Mstep: Class 12 contains 5095 members 
Mstep: Class 13 contains 25845 members 
Mstep: Class 14 contains 18939 members 
Mstep: Class 15 contains 2784 members 
Mstep: Class 16 contains 78010 members 
Mstep: Class 17 contains 38361 members 
Mstep: Class 18 contains 24921 members 
Mstep: Class 20 contains 15835 members 
Mstep: Class 21 contains 8375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22938428.000000 Penalty: 42395.632812
Iteration 8F: 21 clusters Score -2.293843e+07 nChanged 47615
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 7841 members 
Mstep: Class 3 contains 49482 members 
Mstep: Class 4 contains 9790 members 
Mstep: Class 5 contains 9246 members 
Mstep: Class 6 contains 24354 members 
Mstep: Class 7 contains 52268 members 
Mstep: Class 8 contains 15734 members 
Mstep: Class 9 contains 29386 members 
Mstep: Class 10 contains 11155 members 
Mstep: Class 11 contains 13663 members 
Mstep: Class 12 contains 4012 members 
Mstep: Class 13 contains 23135 members 
Mstep: Class 14 contains 16942 members 
Mstep: Class 15 contains 2393 members 
Mstep: Class 16 contains 89018 members 
Mstep: Class 17 contains 41309 members 
Mstep: Class 18 contains 26863 members 
Mstep: Class 20 contains 13325 members 
Mstep: Class 21 contains 8128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22968586.000000 Penalty: 42395.632812
Iteration 9F: 21 clusters Score -2.296859e+07 nChanged 42766
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 7254 members 
Mstep: Class 3 contains 52902 members 
Mstep: Class 4 contains 7997 members 
Mstep: Class 5 contains 6890 members 
Mstep: Class 6 contains 25705 members 
Mstep: Class 7 contains 55545 members 
Mstep: Class 8 contains 13104 members 
Mstep: Class 9 contains 24914 members 
Mstep: Class 10 contains 10853 members 
Mstep: Class 11 contains 11355 members 
Mstep: Class 12 contains 3157 members 
Mstep: Class 13 contains 19899 members 
Mstep: Class 14 contains 15248 members 
Mstep: Class 15 contains 2166 members 
Mstep: Class 16 contains 101340 members 
Mstep: Class 17 contains 43813 members 
Mstep: Class 18 contains 28487 members 
Mstep: Class 20 contains 11255 members 
Mstep: Class 21 contains 8030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22996268.000000 Penalty: 42395.632812
Iteration 10F: 21 clusters Score -2.299627e+07 nChanged 37819
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 6671 members 
Mstep: Class 3 contains 55909 members 
Mstep: Class 4 contains 6589 members 
Mstep: Class 5 contains 5004 members 
Mstep: Class 6 contains 26975 members 
Mstep: Class 7 contains 57800 members 
Mstep: Class 8 contains 11193 members 
Mstep: Class 9 contains 19870 members 
Mstep: Class 10 contains 10397 members 
Mstep: Class 11 contains 9399 members 
Mstep: Class 12 contains 2521 members 
Mstep: Class 13 contains 16470 members 
Mstep: Class 14 contains 13827 members 
Mstep: Class 15 contains 2014 members 
Mstep: Class 16 contains 114237 members 
Mstep: Class 17 contains 45776 members 
Mstep: Class 18 contains 29761 members 
Mstep: Class 20 contains 9416 members 
Mstep: Class 21 contains 8025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23020276.000000 Penalty: 42395.632812
Iteration 11F: 21 clusters Score -2.302028e+07 nChanged 32679
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 6219 members 
Mstep: Class 3 contains 58563 members 
Mstep: Class 4 contains 5446 members 
Mstep: Class 5 contains 3642 members 
Mstep: Class 6 contains 28068 members 
Mstep: Class 7 contains 58923 members 
Mstep: Class 8 contains 9900 members 
Mstep: Class 9 contains 15179 members 
Mstep: Class 10 contains 9734 members 
Mstep: Class 11 contains 7753 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 13422 members 
Mstep: Class 14 contains 12648 members 
Mstep: Class 15 contains 1881 members 
Mstep: Class 16 contains 126442 members 
Mstep: Class 17 contains 47259 members 
Mstep: Class 18 contains 30662 members 
Mstep: Class 20 contains 7885 members 
Mstep: Class 21 contains 8096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1848.882202 but Gain 2119.781250
Score: -23040890.000000 Penalty: 40275.851562
Iteration 12F: 20 clusters Score -2.304089e+07 nChanged 29253
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 5873 members 
Mstep: Class 3 contains 61148 members 
Mstep: Class 4 contains 4575 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 6 contains 28777 members 
Mstep: Class 7 contains 59247 members 
Mstep: Class 8 contains 9183 members 
Mstep: Class 9 contains 11424 members 
Mstep: Class 10 contains 8926 members 
Mstep: Class 11 contains 6477 members 
Mstep: Class 13 contains 11261 members 
Mstep: Class 14 contains 11741 members 
Mstep: Class 15 contains 1804 members 
Mstep: Class 16 contains 137170 members 
Mstep: Class 17 contains 48830 members 
Mstep: Class 18 contains 31367 members 
Mstep: Class 20 contains 6712 members 
Mstep: Class 21 contains 8197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23058660.000000 Penalty: 40275.851562
Iteration 13F: 20 clusters Score -2.305866e+07 nChanged 23161
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5502 members 
Mstep: Class 3 contains 63113 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 2031 members 
Mstep: Class 6 contains 29103 members 
Mstep: Class 7 contains 58635 members 
Mstep: Class 8 contains 8759 members 
Mstep: Class 9 contains 8775 members 
Mstep: Class 10 contains 8059 members 
Mstep: Class 11 contains 5391 members 
Mstep: Class 13 contains 9397 members 
Mstep: Class 14 contains 10819 members 
Mstep: Class 15 contains 1757 members 
Mstep: Class 16 contains 145897 members 
Mstep: Class 17 contains 49894 members 
Mstep: Class 18 contains 31694 members 
Mstep: Class 20 contains 5798 members 
Mstep: Class 21 contains 8312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1682.524658 but Gain 2119.781250
Score: -23071076.000000 Penalty: 38156.070312
Iteration 14F: 19 clusters Score -2.307108e+07 nChanged 21001
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 5207 members 
Mstep: Class 3 contains 64888 members 
Mstep: Class 4 contains 3359 members 
Mstep: Class 6 contains 29250 members 
Mstep: Class 7 contains 57810 members 
Mstep: Class 8 contains 8563 members 
Mstep: Class 9 contains 7172 members 
Mstep: Class 10 contains 7203 members 
Mstep: Class 11 contains 4545 members 
Mstep: Class 13 contains 7898 members 
Mstep: Class 14 contains 9979 members 
Mstep: Class 15 contains 1733 members 
Mstep: Class 16 contains 153711 members 
Mstep: Class 17 contains 50986 members 
Mstep: Class 18 contains 31963 members 
Mstep: Class 20 contains 5180 members 
Mstep: Class 21 contains 8440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23082552.000000 Penalty: 38156.070312
Iteration 15Q: 19 clusters Score -2.308255e+07 nChanged 16646
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4981 members 
Mstep: Class 3 contains 66170 members 
Mstep: Class 4 contains 2995 members 
Mstep: Class 6 contains 29129 members 
Mstep: Class 7 contains 56294 members 
Mstep: Class 8 contains 8441 members 
Mstep: Class 9 contains 6168 members 
Mstep: Class 10 contains 6413 members 
Mstep: Class 11 contains 3904 members 
Mstep: Class 13 contains 6498 members 
Mstep: Class 14 contains 9259 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 159932 members 
Mstep: Class 17 contains 51584 members 
Mstep: Class 18 contains 31948 members 
Mstep: Class 20 contains 4656 members 
Mstep: Class 21 contains 8557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23089944.000000 Penalty: 38156.070312
Iteration 16Q: 19 clusters Score -2.308994e+07 nChanged 14326
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 67197 members 
Mstep: Class 4 contains 2715 members 
Mstep: Class 6 contains 28953 members 
Mstep: Class 7 contains 54599 members 
Mstep: Class 8 contains 8376 members 
Mstep: Class 9 contains 5592 members 
Mstep: Class 10 contains 5747 members 
Mstep: Class 11 contains 3442 members 
Mstep: Class 13 contains 5327 members 
Mstep: Class 14 contains 8620 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 165317 members 
Mstep: Class 17 contains 52060 members 
Mstep: Class 18 contains 31776 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 8693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23096072.000000 Penalty: 38156.070312
Iteration 17Q: 19 clusters Score -2.309607e+07 nChanged 12528
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4687 members 
Mstep: Class 3 contains 68047 members 
Mstep: Class 4 contains 2462 members 
Mstep: Class 6 contains 28772 members 
Mstep: Class 7 contains 52881 members 
Mstep: Class 8 contains 8438 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 5139 members 
Mstep: Class 11 contains 3069 members 
Mstep: Class 13 contains 4370 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 1680 members 
Mstep: Class 16 contains 169982 members 
Mstep: Class 17 contains 52393 members 
Mstep: Class 18 contains 31478 members 
Mstep: Class 20 contains 3980 members 
Mstep: Class 21 contains 8816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23101166.000000 Penalty: 38156.070312
Iteration 18Q: 19 clusters Score -2.310117e+07 nChanged 11099
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4610 members 
Mstep: Class 3 contains 68705 members 
Mstep: Class 4 contains 2271 members 
Mstep: Class 6 contains 28625 members 
Mstep: Class 7 contains 51209 members 
Mstep: Class 8 contains 8568 members 
Mstep: Class 9 contains 5213 members 
Mstep: Class 10 contains 4566 members 
Mstep: Class 11 contains 2782 members 
Mstep: Class 13 contains 3568 members 
Mstep: Class 14 contains 7526 members 
Mstep: Class 15 contains 1684 members 
Mstep: Class 16 contains 174039 members 
Mstep: Class 17 contains 52674 members 
Mstep: Class 18 contains 31151 members 
Mstep: Class 20 contains 3764 members 
Mstep: Class 21 contains 8920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23104980.000000 Penalty: 38156.070312
Iteration 19Q: 19 clusters Score -2.310498e+07 nChanged 9745
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4592 members 
Mstep: Class 3 contains 69179 members 
Mstep: Class 4 contains 2133 members 
Mstep: Class 6 contains 28520 members 
Mstep: Class 7 contains 49559 members 
Mstep: Class 8 contains 8709 members 
Mstep: Class 9 contains 5196 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 2512 members 
Mstep: Class 13 contains 2852 members 
Mstep: Class 14 contains 7015 members 
Mstep: Class 15 contains 1682 members 
Mstep: Class 16 contains 177748 members 
Mstep: Class 17 contains 52925 members 
Mstep: Class 18 contains 30802 members 
Mstep: Class 20 contains 3619 members 
Mstep: Class 21 contains 9018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23108580.000000 Penalty: 38156.070312
Iteration 20F: 19 clusters Score -2.310858e+07 nChanged 8558
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4572 members 
Mstep: Class 3 contains 69452 members 
Mstep: Class 4 contains 2038 members 
Mstep: Class 6 contains 28454 members 
Mstep: Class 7 contains 47969 members 
Mstep: Class 8 contains 8880 members 
Mstep: Class 9 contains 5306 members 
Mstep: Class 10 contains 3543 members 
Mstep: Class 11 contains 2283 members 
Mstep: Class 13 contains 2317 members 
Mstep: Class 14 contains 6560 members 
Mstep: Class 15 contains 1692 members 
Mstep: Class 16 contains 181016 members 
Mstep: Class 17 contains 53094 members 
Mstep: Class 18 contains 30429 members 
Mstep: Class 20 contains 3513 members 
Mstep: Class 21 contains 9104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23111410.000000 Penalty: 38156.070312
Iteration 21Q: 19 clusters Score -2.311141e+07 nChanged 7662
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4571 members 
Mstep: Class 3 contains 69547 members 
Mstep: Class 4 contains 1975 members 
Mstep: Class 6 contains 28380 members 
Mstep: Class 7 contains 46272 members 
Mstep: Class 8 contains 9064 members 
Mstep: Class 9 contains 5464 members 
Mstep: Class 10 contains 3167 members 
Mstep: Class 11 contains 2108 members 
Mstep: Class 13 contains 1893 members 
Mstep: Class 14 contains 6160 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 184141 members 
Mstep: Class 17 contains 53192 members 
Mstep: Class 18 contains 30094 members 
Mstep: Class 20 contains 3412 members 
Mstep: Class 21 contains 9176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1930.492432 but Gain 2119.781250
Score: -23114066.000000 Penalty: 36036.289062
Iteration 22Q: 18 clusters Score -2.311407e+07 nChanged 8370
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4567 members 
Mstep: Class 3 contains 69681 members 
Mstep: Class 4 contains 1912 members 
Mstep: Class 6 contains 28347 members 
Mstep: Class 7 contains 44713 members 
Mstep: Class 8 contains 9419 members 
Mstep: Class 9 contains 5659 members 
Mstep: Class 10 contains 2870 members 
Mstep: Class 11 contains 1966 members 
Mstep: Class 14 contains 5825 members 
Mstep: Class 15 contains 1709 members 
Mstep: Class 16 contains 187875 members 
Mstep: Class 17 contains 53458 members 
Mstep: Class 18 contains 29791 members 
Mstep: Class 20 contains 3346 members 
Mstep: Class 21 contains 9223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23117832.000000 Penalty: 36036.289062
Iteration 23Q: 18 clusters Score -2.311783e+07 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4585 members 
Mstep: Class 3 contains 69654 members 
Mstep: Class 4 contains 1864 members 
Mstep: Class 6 contains 28268 members 
Mstep: Class 7 contains 43058 members 
Mstep: Class 8 contains 9596 members 
Mstep: Class 9 contains 5810 members 
Mstep: Class 10 contains 2607 members 
Mstep: Class 11 contains 1829 members 
Mstep: Class 14 contains 5550 members 
Mstep: Class 15 contains 1711 members 
Mstep: Class 16 contains 190474 members 
Mstep: Class 17 contains 53447 members 
Mstep: Class 18 contains 29466 members 
Mstep: Class 20 contains 3231 members 
Mstep: Class 21 contains 9252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2066.689941 but Gain 2119.781250
Score: -23119128.000000 Penalty: 33916.507812
Iteration 24Q: 17 clusters Score -2.311913e+07 nChanged 7102
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4610 members 
Mstep: Class 3 contains 70011 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 6 contains 28342 members 
Mstep: Class 7 contains 41627 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 5941 members 
Mstep: Class 10 contains 2360 members 
Mstep: Class 14 contains 5282 members 
Mstep: Class 15 contains 1716 members 
Mstep: Class 16 contains 193510 members 
Mstep: Class 17 contains 53613 members 
Mstep: Class 18 contains 29425 members 
Mstep: Class 20 contains 3156 members 
Mstep: Class 21 contains 9286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23122086.000000 Penalty: 33916.507812
Iteration 25Q: 17 clusters Score -2.312209e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 70065 members 
Mstep: Class 4 contains 1812 members 
Mstep: Class 6 contains 28325 members 
Mstep: Class 7 contains 40046 members 
Mstep: Class 8 contains 9804 members 
Mstep: Class 9 contains 6050 members 
Mstep: Class 10 contains 2139 members 
Mstep: Class 14 contains 5007 members 
Mstep: Class 15 contains 1717 members 
Mstep: Class 16 contains 195841 members 
Mstep: Class 17 contains 53477 members 
Mstep: Class 18 contains 29110 members 
Mstep: Class 20 contains 3106 members 
Mstep: Class 21 contains 9322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23123026.000000 Penalty: 33916.507812
Iteration 26Q: 17 clusters Score -2.312303e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4649 members 
Mstep: Class 3 contains 70139 members 
Mstep: Class 4 contains 1794 members 
Mstep: Class 6 contains 28307 members 
Mstep: Class 7 contains 38556 members 
Mstep: Class 8 contains 9890 members 
Mstep: Class 9 contains 6152 members 
Mstep: Class 10 contains 1932 members 
Mstep: Class 14 contains 4769 members 
Mstep: Class 15 contains 1720 members 
Mstep: Class 16 contains 198065 members 
Mstep: Class 17 contains 53346 members 
Mstep: Class 18 contains 28766 members 
Mstep: Class 20 contains 3055 members 
Mstep: Class 21 contains 9347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2047.761475 but Gain 2119.783203
Score: -23123772.000000 Penalty: 31796.724609
Iteration 27Q: 16 clusters Score -2.312377e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4649 members 
Mstep: Class 3 contains 70242 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 6 contains 28315 members 
Mstep: Class 7 contains 37783 members 
Mstep: Class 8 contains 9940 members 
Mstep: Class 9 contains 6233 members 
Mstep: Class 14 contains 4575 members 
Mstep: Class 15 contains 1722 members 
Mstep: Class 16 contains 200573 members 
Mstep: Class 17 contains 53321 members 
Mstep: Class 18 contains 28570 members 
Mstep: Class 20 contains 3012 members 
Mstep: Class 21 contains 9775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23126720.000000 Penalty: 31796.724609
Iteration 28Q: 16 clusters Score -2.312672e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4663 members 
Mstep: Class 3 contains 70355 members 
Mstep: Class 4 contains 1805 members 
Mstep: Class 6 contains 28302 members 
Mstep: Class 7 contains 36319 members 
Mstep: Class 8 contains 9979 members 
Mstep: Class 9 contains 6288 members 
Mstep: Class 14 contains 4385 members 
Mstep: Class 15 contains 1723 members 
Mstep: Class 16 contains 202688 members 
Mstep: Class 17 contains 53110 members 
Mstep: Class 18 contains 28173 members 
Mstep: Class 20 contains 2975 members 
Mstep: Class 21 contains 9776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23127328.000000 Penalty: 31796.724609
Iteration 29Q: 16 clusters Score -2.312733e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4649 members 
Mstep: Class 3 contains 70422 members 
Mstep: Class 4 contains 1811 members 
Mstep: Class 6 contains 28283 members 
Mstep: Class 7 contains 34964 members 
Mstep: Class 8 contains 10028 members 
Mstep: Class 9 contains 6332 members 
Mstep: Class 14 contains 4223 members 
Mstep: Class 15 contains 1729 members 
Mstep: Class 16 contains 204762 members 
Mstep: Class 17 contains 52869 members 
Mstep: Class 18 contains 27794 members 
Mstep: Class 20 contains 2949 members 
Mstep: Class 21 contains 9760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23127636.000000 Penalty: 31796.724609
Iteration 30Q: 16 clusters Score -2.312764e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4642 members 
Mstep: Class 3 contains 70475 members 
Mstep: Class 4 contains 1837 members 
Mstep: Class 6 contains 28252 members 
Mstep: Class 7 contains 33634 members 
Mstep: Class 8 contains 10046 members 
Mstep: Class 9 contains 6368 members 
Mstep: Class 14 contains 4093 members 
Mstep: Class 15 contains 1733 members 
Mstep: Class 16 contains 206842 members 
Mstep: Class 17 contains 52595 members 
Mstep: Class 18 contains 27428 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 9737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23127942.000000 Penalty: 31796.724609
Iteration 31Q: 16 clusters Score -2.312794e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4635 members 
Mstep: Class 3 contains 70500 members 
Mstep: Class 4 contains 1861 members 
Mstep: Class 6 contains 28227 members 
Mstep: Class 7 contains 32297 members 
Mstep: Class 8 contains 10055 members 
Mstep: Class 9 contains 6392 members 
Mstep: Class 14 contains 4000 members 
Mstep: Class 15 contains 1730 members 
Mstep: Class 16 contains 208934 members 
Mstep: Class 17 contains 52322 members 
Mstep: Class 18 contains 27052 members 
Mstep: Class 20 contains 2905 members 
Mstep: Class 21 contains 9722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23128360.000000 Penalty: 31796.724609
Iteration 32Q: 16 clusters Score -2.312836e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4631 members 
Mstep: Class 3 contains 70513 members 
Mstep: Class 4 contains 1884 members 
Mstep: Class 6 contains 28174 members 
Mstep: Class 7 contains 31055 members 
Mstep: Class 8 contains 10037 members 
Mstep: Class 9 contains 6416 members 
Mstep: Class 14 contains 3905 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 211013 members 
Mstep: Class 17 contains 51974 members 
Mstep: Class 18 contains 26712 members 
Mstep: Class 20 contains 2895 members 
Mstep: Class 21 contains 9710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23128658.000000 Penalty: 31796.724609
Iteration 33Q: 16 clusters Score -2.312866e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4627 members 
Mstep: Class 3 contains 70509 members 
Mstep: Class 4 contains 1906 members 
Mstep: Class 6 contains 28107 members 
Mstep: Class 7 contains 29809 members 
Mstep: Class 8 contains 10005 members 
Mstep: Class 9 contains 6428 members 
Mstep: Class 14 contains 3813 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 213127 members 
Mstep: Class 17 contains 51629 members 
Mstep: Class 18 contains 26390 members 
Mstep: Class 20 contains 2890 members 
Mstep: Class 21 contains 9688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23129046.000000 Penalty: 31796.724609
Iteration 34Q: 16 clusters Score -2.312905e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4630 members 
Mstep: Class 3 contains 70496 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 6 contains 28029 members 
Mstep: Class 7 contains 28603 members 
Mstep: Class 8 contains 9971 members 
Mstep: Class 9 contains 6439 members 
Mstep: Class 14 contains 3732 members 
Mstep: Class 15 contains 1729 members 
Mstep: Class 16 contains 215246 members 
Mstep: Class 17 contains 51257 members 
Mstep: Class 18 contains 26040 members 
Mstep: Class 20 contains 2882 members 
Mstep: Class 21 contains 9684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23129346.000000 Penalty: 31796.724609
Iteration 35Q: 16 clusters Score -2.312935e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4636 members 
Mstep: Class 3 contains 70466 members 
Mstep: Class 4 contains 1952 members 
Mstep: Class 6 contains 27935 members 
Mstep: Class 7 contains 27447 members 
Mstep: Class 8 contains 9941 members 
Mstep: Class 9 contains 6452 members 
Mstep: Class 14 contains 3663 members 
Mstep: Class 15 contains 1730 members 
Mstep: Class 16 contains 217414 members 
Mstep: Class 17 contains 50833 members 
Mstep: Class 18 contains 25673 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 9671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23129848.000000 Penalty: 31796.724609
Iteration 36Q: 16 clusters Score -2.312985e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 70427 members 
Mstep: Class 4 contains 1976 members 
Mstep: Class 6 contains 27837 members 
Mstep: Class 7 contains 26329 members 
Mstep: Class 8 contains 9909 members 
Mstep: Class 9 contains 6455 members 
Mstep: Class 14 contains 3593 members 
Mstep: Class 15 contains 1732 members 
Mstep: Class 16 contains 219586 members 
Mstep: Class 17 contains 50396 members 
Mstep: Class 18 contains 25333 members 
Mstep: Class 20 contains 2878 members 
Mstep: Class 21 contains 9650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23130384.000000 Penalty: 31796.724609
Iteration 37Q: 16 clusters Score -2.313038e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4613 members 
Mstep: Class 3 contains 70405 members 
Mstep: Class 4 contains 1998 members 
Mstep: Class 6 contains 27717 members 
Mstep: Class 7 contains 25199 members 
Mstep: Class 8 contains 9874 members 
Mstep: Class 9 contains 6452 members 
Mstep: Class 14 contains 3521 members 
Mstep: Class 15 contains 1732 members 
Mstep: Class 16 contains 221859 members 
Mstep: Class 17 contains 49921 members 
Mstep: Class 18 contains 24952 members 
Mstep: Class 20 contains 2876 members 
Mstep: Class 21 contains 9629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23130734.000000 Penalty: 31796.724609
Iteration 38Q: 16 clusters Score -2.313073e+07 nChanged 2893
Entering ConstructFrom: 
Score: -23130734.000000 Penalty: 31796.724609
Entering ConstructFrom: 
Trying to split cluster 1 (1916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Entering Unmasked Estep 
Score: -88015.835938 Penalty: 1228.174194
	Iteration 0F: 2 clusters Score -88015.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -85980.531250 Penalty: 2456.348389
	Iteration 0F: 3 clusters Score -85980.53 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -86442.242188 Penalty: 2456.348389
	Iteration 1F: 3 clusters Score -86442.24 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -86550.250000 Penalty: 2456.348389
	Iteration 2F: 3 clusters Score -86550.25 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -86607.828125 Penalty: 2456.348389
	Iteration 3Q: 3 clusters Score -86607.83 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -86647.265625 Penalty: 2456.348389
	Iteration 4Q: 3 clusters Score -86647.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -86674.656250 Penalty: 2456.348389
	Iteration 5Q: 3 clusters Score -86674.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -86695.632812 Penalty: 2456.348389
	Iteration 6Q: 3 clusters Score -86695.63 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -86713.960938 Penalty: 2456.348389
	Iteration 7Q: 3 clusters Score -86713.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -86728.250000 Penalty: 2456.348389
	Iteration 8Q: 3 clusters Score -86728.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -86748.390625 Penalty: 2456.348389
	Iteration 9Q: 3 clusters Score -86748.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -86768.046875 Penalty: 2456.348389
	Iteration 10Q: 3 clusters Score -86768.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -86797.914062 Penalty: 2456.348389
	Iteration 11Q: 3 clusters Score -86797.91 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -86829.257812 Penalty: 2456.348389
	Iteration 12Q: 3 clusters Score -86829.26 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -86856.265625 Penalty: 2456.348389
	Iteration 13Q: 3 clusters Score -86856.27 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -86877.375000 Penalty: 2456.348389
	Iteration 14Q: 3 clusters Score -86877.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -86890.757812 Penalty: 2456.348389
	Iteration 15Q: 3 clusters Score -86890.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -86907.226562 Penalty: 2456.348389
	Iteration 16Q: 3 clusters Score -86907.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -86918.890625 Penalty: 2456.348389
	Iteration 17Q: 3 clusters Score -86918.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -86930.664062 Penalty: 2456.348389
	Iteration 18Q: 3 clusters Score -86930.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -86942.671875 Penalty: 2456.348389
	Iteration 19Q: 3 clusters Score -86942.67 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -86958.203125 Penalty: 2456.348389
	Iteration 20F: 3 clusters Score -86958.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -86966.796875 Penalty: 2456.348389
	Iteration 21Q: 3 clusters Score -86966.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -86973.421875 Penalty: 2456.348389
	Iteration 22Q: 3 clusters Score -86973.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -86978.312500 Penalty: 2456.348389
	Iteration 23Q: 3 clusters Score -86978.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -86981.203125 Penalty: 2456.348389
	Iteration 24Q: 3 clusters Score -86981.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -86983.398438 Penalty: 2456.348389
	Iteration 25Q: 3 clusters Score -86983.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -86985.734375 Penalty: 2456.348389
	Iteration 26Q: 3 clusters Score -86985.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -86988.679688 Penalty: 2456.348389
	Iteration 27Q: 3 clusters Score -86988.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -86991.312500 Penalty: 2456.348389
	Iteration 28Q: 3 clusters Score -86991.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -86992.656250 Penalty: 2456.348389
	Iteration 29Q: 3 clusters Score -86992.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -86992.750000 Penalty: 2456.348389
	Iteration 30Q: 3 clusters Score -86992.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -86992.750000 Penalty: 2456.348389
	Iteration 31F: 3 clusters Score -86992.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Entering Unmasked Estep 
Score: -230914.640625 Penalty: 1370.600342
	Iteration 0F: 2 clusters Score -230914.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -227205.234375 Penalty: 2741.200684
	Iteration 0F: 3 clusters Score -227205.2 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -228248.031250 Penalty: 2741.200684
	Iteration 1F: 3 clusters Score -228248 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -228489.843750 Penalty: 2741.200684
	Iteration 2F: 3 clusters Score -228489.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -228667.203125 Penalty: 2741.200684
	Iteration 3F: 3 clusters Score -228667.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -228843.562500 Penalty: 2741.200684
	Iteration 4F: 3 clusters Score -228843.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -229015.062500 Penalty: 2741.200684
	Iteration 5Q: 3 clusters Score -229015.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -229162.937500 Penalty: 2741.200684
	Iteration 6Q: 3 clusters Score -229162.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -229277.593750 Penalty: 2741.200684
	Iteration 7Q: 3 clusters Score -229277.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -229391.453125 Penalty: 2741.200684
	Iteration 8Q: 3 clusters Score -229391.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -229495.281250 Penalty: 2741.200684
	Iteration 9Q: 3 clusters Score -229495.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -229616.984375 Penalty: 2741.200684
	Iteration 10Q: 3 clusters Score -229617 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -229705.921875 Penalty: 2741.200684
	Iteration 11Q: 3 clusters Score -229705.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -229757.781250 Penalty: 2741.200684
	Iteration 12Q: 3 clusters Score -229757.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -229799.750000 Penalty: 2741.200684
	Iteration 13Q: 3 clusters Score -229799.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -229833.859375 Penalty: 2741.200684
	Iteration 14Q: 3 clusters Score -229833.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -229857.281250 Penalty: 2741.200684
	Iteration 15Q: 3 clusters Score -229857.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -229873.281250 Penalty: 2741.200684
	Iteration 16Q: 3 clusters Score -229873.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -229887.375000 Penalty: 2741.200684
	Iteration 17Q: 3 clusters Score -229887.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -229899.015625 Penalty: 2741.200684
	Iteration 18Q: 3 clusters Score -229899 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -229905.890625 Penalty: 2741.200684
	Iteration 19Q: 3 clusters Score -229905.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -229911.703125 Penalty: 2741.200684
	Iteration 20F: 3 clusters Score -229911.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -229916.015625 Penalty: 2741.200684
	Iteration 21Q: 3 clusters Score -229916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -229918.218750 Penalty: 2741.200684
	Iteration 22Q: 3 clusters Score -229918.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -229920.734375 Penalty: 2741.200684
	Iteration 23Q: 3 clusters Score -229920.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -229923.812500 Penalty: 2741.200684
	Iteration 24Q: 3 clusters Score -229923.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -229927.281250 Penalty: 2741.200684
	Iteration 25Q: 3 clusters Score -229927.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -229932.625000 Penalty: 2741.200684
	Iteration 26Q: 3 clusters Score -229932.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -229936.187500 Penalty: 2741.200684
	Iteration 27Q: 3 clusters Score -229936.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -229939.296875 Penalty: 2741.200684
	Iteration 28Q: 3 clusters Score -229939.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -229943.921875 Penalty: 2741.200684
	Iteration 29Q: 3 clusters Score -229943.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -229946.453125 Penalty: 2741.200684
	Iteration 30Q: 3 clusters Score -229946.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -229949.062500 Penalty: 2741.200684
	Iteration 31Q: 3 clusters Score -229949.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -229952.078125 Penalty: 2741.200684
	Iteration 32Q: 3 clusters Score -229952.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -229956.125000 Penalty: 2741.200684
	Iteration 33Q: 3 clusters Score -229956.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -229960.640625 Penalty: 2741.200684
	Iteration 34Q: 3 clusters Score -229960.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -229966.171875 Penalty: 2741.200684
	Iteration 35Q: 3 clusters Score -229966.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -229974.343750 Penalty: 2741.200684
	Iteration 36Q: 3 clusters Score -229974.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -229984.984375 Penalty: 2741.200684
	Iteration 37Q: 3 clusters Score -229985 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -229995.218750 Penalty: 2741.200684
	Iteration 38Q: 3 clusters Score -229995.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -230000.843750 Penalty: 2741.200684
	Iteration 39Q: 3 clusters Score -230000.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -230005.000000 Penalty: 2741.200684
	Iteration 40F: 3 clusters Score -230005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -230008.984375 Penalty: 2741.200684
	Iteration 41Q: 3 clusters Score -230009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -230010.890625 Penalty: 2741.200684
	Iteration 42Q: 3 clusters Score -230010.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -230012.562500 Penalty: 2741.200684
	Iteration 43Q: 3 clusters Score -230012.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -230014.468750 Penalty: 2741.200684
	Iteration 44Q: 3 clusters Score -230014.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -230016.328125 Penalty: 2741.200684
	Iteration 45Q: 3 clusters Score -230016.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -230020.875000 Penalty: 2741.200684
	Iteration 46Q: 3 clusters Score -230020.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -230025.796875 Penalty: 2741.200684
	Iteration 47Q: 3 clusters Score -230025.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -230032.453125 Penalty: 2741.200684
	Iteration 48Q: 3 clusters Score -230032.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -230040.468750 Penalty: 2741.200684
	Iteration 49Q: 3 clusters Score -230040.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -230051.828125 Penalty: 2741.200684
	Iteration 50Q: 3 clusters Score -230051.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -230063.234375 Penalty: 2741.200684
	Iteration 51Q: 3 clusters Score -230063.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -230075.187500 Penalty: 2741.200684
	Iteration 52Q: 3 clusters Score -230075.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -230090.593750 Penalty: 2741.200684
	Iteration 53Q: 3 clusters Score -230090.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -230108.296875 Penalty: 2741.200684
	Iteration 54Q: 3 clusters Score -230108.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -230137.203125 Penalty: 2741.200684
	Iteration 55Q: 3 clusters Score -230137.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -230178.093750 Penalty: 2741.200684
	Iteration 56Q: 3 clusters Score -230178.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -230218.015625 Penalty: 2741.200684
	Iteration 57Q: 3 clusters Score -230218 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -230249.546875 Penalty: 2741.200684
	Iteration 58Q: 3 clusters Score -230249.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -230278.640625 Penalty: 2741.200684
	Iteration 59Q: 3 clusters Score -230278.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -230305.890625 Penalty: 2741.200684
	Iteration 60F: 3 clusters Score -230305.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -230324.750000 Penalty: 2741.200684
	Iteration 61Q: 3 clusters Score -230324.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -230340.281250 Penalty: 2741.200684
	Iteration 62Q: 3 clusters Score -230340.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -230360.640625 Penalty: 2741.200684
	Iteration 63Q: 3 clusters Score -230360.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -230373.000000 Penalty: 2741.200684
	Iteration 64Q: 3 clusters Score -230373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -230380.281250 Penalty: 2741.200684
	Iteration 65Q: 3 clusters Score -230380.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -230389.640625 Penalty: 2741.200684
	Iteration 66Q: 3 clusters Score -230389.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -230397.250000 Penalty: 2741.200684
	Iteration 67Q: 3 clusters Score -230397.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -230403.671875 Penalty: 2741.200684
	Iteration 68Q: 3 clusters Score -230403.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -230410.906250 Penalty: 2741.200684
	Iteration 69Q: 3 clusters Score -230410.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -230418.671875 Penalty: 2741.200684
	Iteration 70Q: 3 clusters Score -230418.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -230424.984375 Penalty: 2741.200684
	Iteration 71Q: 3 clusters Score -230425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -230429.906250 Penalty: 2741.200684
	Iteration 72Q: 3 clusters Score -230429.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -230432.468750 Penalty: 2741.200684
	Iteration 73Q: 3 clusters Score -230432.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -230436.156250 Penalty: 2741.200684
	Iteration 74Q: 3 clusters Score -230436.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -230438.484375 Penalty: 2741.200684
	Iteration 75Q: 3 clusters Score -230438.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -230440.078125 Penalty: 2741.200684
	Iteration 76Q: 3 clusters Score -230440.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -230441.546875 Penalty: 2741.200684
	Iteration 77Q: 3 clusters Score -230441.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -230442.609375 Penalty: 2741.200684
	Iteration 78Q: 3 clusters Score -230442.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -230442.890625 Penalty: 2741.200684
	Iteration 79Q: 3 clusters Score -230442.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -230442.812500 Penalty: 2741.200684
	Iteration 80F: 3 clusters Score -230442.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -230444.000000 Penalty: 2741.200684
	Iteration 81Q: 3 clusters Score -230444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -230444.265625 Penalty: 2741.200684
	Iteration 82Q: 3 clusters Score -230444.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -230444.140625 Penalty: 2741.200684
	Iteration 83Q: 3 clusters Score -230444.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -230445.187500 Penalty: 2741.200684
	Iteration 84Q: 3 clusters Score -230445.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -230445.328125 Penalty: 2741.200684
	Iteration 85Q: 3 clusters Score -230445.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -230445.906250 Penalty: 2741.200684
	Iteration 86Q: 3 clusters Score -230445.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -230445.906250 Penalty: 2741.200684
	Iteration 87F: 3 clusters Score -230445.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (70366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70366 members 
Entering Unmasked Estep 
Score: -3648258.250000 Penalty: 1813.738159
	Iteration 0F: 2 clusters Score -3648258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -3601229.500000 Penalty: 3627.476318
	Iteration 0F: 3 clusters Score -3601230 nChanged 33456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -3620513.000000 Penalty: 3627.476318
	Iteration 1F: 3 clusters Score -3620513 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -3621390.250000 Penalty: 3627.476318
	Iteration 2Q: 3 clusters Score -3621390 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -3622558.250000 Penalty: 3627.476318
	Iteration 3Q: 3 clusters Score -3622558 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -3624219.000000 Penalty: 3627.476318
	Iteration 4Q: 3 clusters Score -3624219 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -3626909.000000 Penalty: 3627.476318
	Iteration 5F: 3 clusters Score -3626909 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50477 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -3630838.250000 Penalty: 3627.476318
	Iteration 6F: 3 clusters Score -3630838 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55074 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -3635425.250000 Penalty: 3627.476318
	Iteration 7F: 3 clusters Score -3635425 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58969 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -3639662.250000 Penalty: 3627.476318
	Iteration 8F: 3 clusters Score -3639662 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61443 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -3642749.250000 Penalty: 3627.476318
	Iteration 9Q: 3 clusters Score -3642749 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62806 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -3644884.250000 Penalty: 3627.476318
	Iteration 10Q: 3 clusters Score -3644884 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63461 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -3645822.250000 Penalty: 3627.476318
	Iteration 11Q: 3 clusters Score -3645822 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63907 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -3646189.500000 Penalty: 3627.476318
	Iteration 12Q: 3 clusters Score -3646190 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64261 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -3646406.000000 Penalty: 3627.476318
	Iteration 13Q: 3 clusters Score -3646406 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64544 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -3646527.250000 Penalty: 3627.476318
	Iteration 14Q: 3 clusters Score -3646527 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64782 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -3646601.750000 Penalty: 3627.476318
	Iteration 15Q: 3 clusters Score -3646602 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64984 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -3646651.250000 Penalty: 3627.476318
	Iteration 16Q: 3 clusters Score -3646651 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65171 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -3646705.500000 Penalty: 3627.476318
	Iteration 17Q: 3 clusters Score -3646706 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65361 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -3646754.750000 Penalty: 3627.476318
	Iteration 18Q: 3 clusters Score -3646755 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65526 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -3646806.250000 Penalty: 3627.476318
	Iteration 19Q: 3 clusters Score -3646806 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65687 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -3646847.750000 Penalty: 3627.476318
	Iteration 20F: 3 clusters Score -3646848 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65823 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -3646867.750000 Penalty: 3627.476318
	Iteration 21Q: 3 clusters Score -3646868 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65948 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -3646890.000000 Penalty: 3627.476318
	Iteration 22Q: 3 clusters Score -3646890 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66066 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -3646901.500000 Penalty: 3627.476318
	Iteration 23Q: 3 clusters Score -3646902 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66164 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -3646921.750000 Penalty: 3627.476318
	Iteration 24Q: 3 clusters Score -3646922 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66263 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -3646932.000000 Penalty: 3627.476318
	Iteration 25Q: 3 clusters Score -3646932 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66363 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -3646953.500000 Penalty: 3627.476318
	Iteration 26Q: 3 clusters Score -3646954 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66452 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -3646981.750000 Penalty: 3627.476318
	Iteration 27Q: 3 clusters Score -3646982 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66548 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -3647017.500000 Penalty: 3627.476318
	Iteration 28Q: 3 clusters Score -3647018 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66644 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -3647035.750000 Penalty: 3627.476318
	Iteration 29Q: 3 clusters Score -3647036 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66729 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -3647038.250000 Penalty: 3627.476318
	Iteration 30Q: 3 clusters Score -3647038 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66808 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -3647043.250000 Penalty: 3627.476318
	Iteration 31Q: 3 clusters Score -3647043 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66883 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -3647063.250000 Penalty: 3627.476318
	Iteration 32Q: 3 clusters Score -3647063 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66949 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -3647083.500000 Penalty: 3627.476318
	Iteration 33Q: 3 clusters Score -3647084 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67007 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -3647082.000000 Penalty: 3627.476318
	Iteration 34Q: 3 clusters Score -3647082 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67058 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -3647087.250000 Penalty: 3627.476318
	Iteration 35Q: 3 clusters Score -3647087 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67113 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -3647094.750000 Penalty: 3627.476318
	Iteration 36Q: 3 clusters Score -3647095 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67160 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -3647112.750000 Penalty: 3627.476318
	Iteration 37Q: 3 clusters Score -3647113 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67195 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -3647113.500000 Penalty: 3627.476318
	Iteration 38Q: 3 clusters Score -3647114 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67227 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -3647118.250000 Penalty: 3627.476318
	Iteration 39Q: 3 clusters Score -3647118 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67263 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -3647123.000000 Penalty: 3627.476318
	Iteration 40F: 3 clusters Score -3647123 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67295 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -3647129.250000 Penalty: 3627.476318
	Iteration 41Q: 3 clusters Score -3647129 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67325 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -3647131.750000 Penalty: 3627.476318
	Iteration 42Q: 3 clusters Score -3647132 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67356 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -3647142.250000 Penalty: 3627.476318
	Iteration 43Q: 3 clusters Score -3647142 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67390 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -3647143.000000 Penalty: 3627.476318
	Iteration 44Q: 3 clusters Score -3647143 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67429 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -3647150.000000 Penalty: 3627.476318
	Iteration 45Q: 3 clusters Score -3647150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67450 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -3647152.250000 Penalty: 3627.476318
	Iteration 46Q: 3 clusters Score -3647152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67470 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -3647152.250000 Penalty: 3627.476318
	Iteration 47Q: 3 clusters Score -3647152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67487 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -3647148.250000 Penalty: 3627.476318
	Iteration 48Q: 3 clusters Score -3647148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67504 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3647149.250000 Penalty: 3627.476318
	Iteration 49Q: 3 clusters Score -3647149 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67521 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -3647154.250000 Penalty: 3627.476318
	Iteration 50Q: 3 clusters Score -3647154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67537 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -3647159.750000 Penalty: 3627.476318
	Iteration 51Q: 3 clusters Score -3647160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67551 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -3647164.000000 Penalty: 3627.476318
	Iteration 52Q: 3 clusters Score -3647164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67562 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -3647165.000000 Penalty: 3627.476318
	Iteration 53Q: 3 clusters Score -3647165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67574 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -3647166.500000 Penalty: 3627.476318
	Iteration 54Q: 3 clusters Score -3647166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67585 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -3647171.750000 Penalty: 3627.476318
	Iteration 55Q: 3 clusters Score -3647172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67594 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -3647177.000000 Penalty: 3627.476318
	Iteration 56Q: 3 clusters Score -3647177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67601 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3647174.250000 Penalty: 3627.476318
	Iteration 57Q: 3 clusters Score -3647174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67606 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -3647175.000000 Penalty: 3627.476318
	Iteration 58Q: 3 clusters Score -3647175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67612 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -3647175.750000 Penalty: 3627.476318
	Iteration 59Q: 3 clusters Score -3647176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67620 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -3647178.750000 Penalty: 3627.476318
	Iteration 60F: 3 clusters Score -3647179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67629 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -3647175.500000 Penalty: 3627.476318
	Iteration 61Q: 3 clusters Score -3647176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67650 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -3647173.750000 Penalty: 3627.476318
	Iteration 62Q: 3 clusters Score -3647174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67656 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -3647176.500000 Penalty: 3627.476318
	Iteration 63Q: 3 clusters Score -3647176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67661 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -3647178.250000 Penalty: 3627.476318
	Iteration 64Q: 3 clusters Score -3647178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67668 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -3647175.750000 Penalty: 3627.476318
	Iteration 65Q: 3 clusters Score -3647176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67675 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -3647175.250000 Penalty: 3627.476318
	Iteration 66Q: 3 clusters Score -3647175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67679 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -3647178.250000 Penalty: 3627.476318
	Iteration 67Q: 3 clusters Score -3647178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67683 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -3647176.500000 Penalty: 3627.476318
	Iteration 68Q: 3 clusters Score -3647176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67689 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -3647176.250000 Penalty: 3627.476318
	Iteration 69Q: 3 clusters Score -3647176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67691 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -3647174.500000 Penalty: 3627.476318
	Iteration 70Q: 3 clusters Score -3647174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67690 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -3647174.500000 Penalty: 3627.476318
	Iteration 71Q: 3 clusters Score -3647174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67690 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -3647174.500000 Penalty: 3627.476318
	Iteration 72F: 3 clusters Score -3647174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Entering Unmasked Estep 
Score: -104985.742188 Penalty: 1236.280151
	Iteration 0F: 2 clusters Score -104985.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -102920.023438 Penalty: 2472.560303
	Iteration 0F: 3 clusters Score -102920 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -103312.648438 Penalty: 2472.560303
	Iteration 1F: 3 clusters Score -103312.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -103402.210938 Penalty: 2472.560303
	Iteration 2F: 3 clusters Score -103402.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -103453.593750 Penalty: 2472.560303
	Iteration 3Q: 3 clusters Score -103453.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -103489.312500 Penalty: 2472.560303
	Iteration 4Q: 3 clusters Score -103489.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -103520.218750 Penalty: 2472.560303
	Iteration 5Q: 3 clusters Score -103520.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -103549.226562 Penalty: 2472.560303
	Iteration 6Q: 3 clusters Score -103549.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -103568.125000 Penalty: 2472.560303
	Iteration 7Q: 3 clusters Score -103568.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -103580.664062 Penalty: 2472.560303
	Iteration 8Q: 3 clusters Score -103580.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -103595.273438 Penalty: 2472.560303
	Iteration 9Q: 3 clusters Score -103595.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -103606.914062 Penalty: 2472.560303
	Iteration 10Q: 3 clusters Score -103606.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -103616.718750 Penalty: 2472.560303
	Iteration 11Q: 3 clusters Score -103616.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -103622.265625 Penalty: 2472.560303
	Iteration 12Q: 3 clusters Score -103622.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -103623.945312 Penalty: 2472.560303
	Iteration 13Q: 3 clusters Score -103623.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -103626.453125 Penalty: 2472.560303
	Iteration 14Q: 3 clusters Score -103626.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -103629.531250 Penalty: 2472.560303
	Iteration 15Q: 3 clusters Score -103629.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -103632.132812 Penalty: 2472.560303
	Iteration 16Q: 3 clusters Score -103632.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -103636.039062 Penalty: 2472.560303
	Iteration 17Q: 3 clusters Score -103636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -103642.351562 Penalty: 2472.560303
	Iteration 18Q: 3 clusters Score -103642.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -103646.585938 Penalty: 2472.560303
	Iteration 19Q: 3 clusters Score -103646.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -103649.601562 Penalty: 2472.560303
	Iteration 20F: 3 clusters Score -103649.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -103653.726562 Penalty: 2472.560303
	Iteration 21Q: 3 clusters Score -103653.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -103659.023438 Penalty: 2472.560303
	Iteration 22Q: 3 clusters Score -103659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -103664.101562 Penalty: 2472.560303
	Iteration 23Q: 3 clusters Score -103664.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -103671.789062 Penalty: 2472.560303
	Iteration 24Q: 3 clusters Score -103671.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -103680.406250 Penalty: 2472.560303
	Iteration 25Q: 3 clusters Score -103680.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -103686.312500 Penalty: 2472.560303
	Iteration 26Q: 3 clusters Score -103686.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -103697.093750 Penalty: 2472.560303
	Iteration 27Q: 3 clusters Score -103697.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -103712.664062 Penalty: 2472.560303
	Iteration 28Q: 3 clusters Score -103712.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -103731.437500 Penalty: 2472.560303
	Iteration 29Q: 3 clusters Score -103731.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -103748.960938 Penalty: 2472.560303
	Iteration 30Q: 3 clusters Score -103749 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -103764.015625 Penalty: 2472.560303
	Iteration 31Q: 3 clusters Score -103764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -103781.250000 Penalty: 2472.560303
	Iteration 32Q: 3 clusters Score -103781.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -103804.421875 Penalty: 2472.560303
	Iteration 33Q: 3 clusters Score -103804.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -103822.351562 Penalty: 2472.560303
	Iteration 34Q: 3 clusters Score -103822.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -103843.476562 Penalty: 2472.560303
	Iteration 35Q: 3 clusters Score -103843.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -103862.507812 Penalty: 2472.560303
	Iteration 36Q: 3 clusters Score -103862.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -103873.179688 Penalty: 2472.560303
	Iteration 37Q: 3 clusters Score -103873.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -103883.335938 Penalty: 2472.560303
	Iteration 38Q: 3 clusters Score -103883.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -103888.804688 Penalty: 2472.560303
	Iteration 39Q: 3 clusters Score -103888.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -103893.976562 Penalty: 2472.560303
	Iteration 40F: 3 clusters Score -103894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -103898.085938 Penalty: 2472.560303
	Iteration 41Q: 3 clusters Score -103898.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -103901.953125 Penalty: 2472.560303
	Iteration 42Q: 3 clusters Score -103902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -103903.250000 Penalty: 2472.560303
	Iteration 43Q: 3 clusters Score -103903.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -103904.203125 Penalty: 2472.560303
	Iteration 44Q: 3 clusters Score -103904.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -103907.421875 Penalty: 2472.560303
	Iteration 45Q: 3 clusters Score -103907.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -103915.867188 Penalty: 2472.560303
	Iteration 46Q: 3 clusters Score -103915.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -103921.171875 Penalty: 2472.560303
	Iteration 47Q: 3 clusters Score -103921.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -103921.812500 Penalty: 2472.560303
	Iteration 48Q: 3 clusters Score -103921.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -103921.812500 Penalty: 2472.560303
	Iteration 49F: 3 clusters Score -103921.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Entering Unmasked Estep 
Score: -1429190.000000 Penalty: 1661.519775
	Iteration 0F: 2 clusters Score -1429190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1410560.750000 Penalty: 3323.039551
	Iteration 0F: 3 clusters Score -1410561 nChanged 12679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1417495.500000 Penalty: 3323.039551
	Iteration 1F: 3 clusters Score -1417496 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -1417830.500000 Penalty: 3323.039551
	Iteration 2Q: 3 clusters Score -1417830 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -1418149.750000 Penalty: 3323.039551
	Iteration 3Q: 3 clusters Score -1418150 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -1418494.125000 Penalty: 3323.039551
	Iteration 4Q: 3 clusters Score -1418494 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -1418946.250000 Penalty: 3323.039551
	Iteration 5Q: 3 clusters Score -1418946 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -1419567.625000 Penalty: 3323.039551
	Iteration 6Q: 3 clusters Score -1419568 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -1420524.750000 Penalty: 3323.039551
	Iteration 7F: 3 clusters Score -1420525 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -1421831.625000 Penalty: 3323.039551
	Iteration 8F: 3 clusters Score -1421832 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -1423339.625000 Penalty: 3323.039551
	Iteration 9F: 3 clusters Score -1423340 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -1424792.500000 Penalty: 3323.039551
	Iteration 10F: 3 clusters Score -1424792 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -1425914.625000 Penalty: 3323.039551
	Iteration 11Q: 3 clusters Score -1425915 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -1426736.375000 Penalty: 3323.039551
	Iteration 12Q: 3 clusters Score -1426736 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -1427238.875000 Penalty: 3323.039551
	Iteration 13Q: 3 clusters Score -1427239 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -1427553.125000 Penalty: 3323.039551
	Iteration 14Q: 3 clusters Score -1427553 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -1427715.125000 Penalty: 3323.039551
	Iteration 15Q: 3 clusters Score -1427715 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -1427824.750000 Penalty: 3323.039551
	Iteration 16Q: 3 clusters Score -1427825 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -1427873.375000 Penalty: 3323.039551
	Iteration 17Q: 3 clusters Score -1427873 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -1427907.750000 Penalty: 3323.039551
	Iteration 18Q: 3 clusters Score -1427908 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -1427949.500000 Penalty: 3323.039551
	Iteration 19Q: 3 clusters Score -1427950 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -1427975.125000 Penalty: 3323.039551
	Iteration 20F: 3 clusters Score -1427975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -1427991.500000 Penalty: 3323.039551
	Iteration 21Q: 3 clusters Score -1427992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -1427998.250000 Penalty: 3323.039551
	Iteration 22Q: 3 clusters Score -1427998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -1428004.125000 Penalty: 3323.039551
	Iteration 23Q: 3 clusters Score -1428004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -1428005.500000 Penalty: 3323.039551
	Iteration 24Q: 3 clusters Score -1428006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -1428011.000000 Penalty: 3323.039551
	Iteration 25Q: 3 clusters Score -1428011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -1428010.500000 Penalty: 3323.039551
	Iteration 26Q: 3 clusters Score -1428010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -1428015.250000 Penalty: 3323.039551
	Iteration 27Q: 3 clusters Score -1428015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -1428014.875000 Penalty: 3323.039551
	Iteration 28Q: 3 clusters Score -1428015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -1428019.250000 Penalty: 3323.039551
	Iteration 29Q: 3 clusters Score -1428019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -1428020.625000 Penalty: 3323.039551
	Iteration 30Q: 3 clusters Score -1428021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -1428020.625000 Penalty: 3323.039551
	Iteration 31F: 3 clusters Score -1428021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Entering Unmasked Estep 
Score: -1261846.250000 Penalty: 1639.740967
	Iteration 0F: 2 clusters Score -1261846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1245439.375000 Penalty: 3279.481934
	Iteration 0F: 3 clusters Score -1245439 nChanged 10989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1251564.000000 Penalty: 3279.481934
	Iteration 1F: 3 clusters Score -1251564 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1251926.875000 Penalty: 3279.481934
	Iteration 2Q: 3 clusters Score -1251927 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1252335.625000 Penalty: 3279.481934
	Iteration 3Q: 3 clusters Score -1252336 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -1252836.750000 Penalty: 3279.481934
	Iteration 4Q: 3 clusters Score -1252837 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -1253511.250000 Penalty: 3279.481934
	Iteration 5F: 3 clusters Score -1253511 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -1254591.500000 Penalty: 3279.481934
	Iteration 6F: 3 clusters Score -1254592 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -1256090.625000 Penalty: 3279.481934
	Iteration 7F: 3 clusters Score -1256091 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -1257692.750000 Penalty: 3279.481934
	Iteration 8F: 3 clusters Score -1257693 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -1258973.750000 Penalty: 3279.481934
	Iteration 9F: 3 clusters Score -1258974 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -1259718.250000 Penalty: 3279.481934
	Iteration 10Q: 3 clusters Score -1259718 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -1260113.000000 Penalty: 3279.481934
	Iteration 11Q: 3 clusters Score -1260113 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -1260333.125000 Penalty: 3279.481934
	Iteration 12Q: 3 clusters Score -1260333 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -1260411.375000 Penalty: 3279.481934
	Iteration 13Q: 3 clusters Score -1260411 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -1260445.000000 Penalty: 3279.481934
	Iteration 14Q: 3 clusters Score -1260445 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -1260467.625000 Penalty: 3279.481934
	Iteration 15Q: 3 clusters Score -1260468 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -1260486.750000 Penalty: 3279.481934
	Iteration 16Q: 3 clusters Score -1260487 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -1260498.000000 Penalty: 3279.481934
	Iteration 17Q: 3 clusters Score -1260498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -1260510.625000 Penalty: 3279.481934
	Iteration 18Q: 3 clusters Score -1260511 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -1260523.750000 Penalty: 3279.481934
	Iteration 19Q: 3 clusters Score -1260524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -1260527.250000 Penalty: 3279.481934
	Iteration 20F: 3 clusters Score -1260527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -1260535.125000 Penalty: 3279.481934
	Iteration 21Q: 3 clusters Score -1260535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -1260537.875000 Penalty: 3279.481934
	Iteration 22Q: 3 clusters Score -1260538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -1260541.000000 Penalty: 3279.481934
	Iteration 23Q: 3 clusters Score -1260541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -1260547.125000 Penalty: 3279.481934
	Iteration 24Q: 3 clusters Score -1260547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -1260547.500000 Penalty: 3279.481934
	Iteration 25Q: 3 clusters Score -1260548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -1260550.625000 Penalty: 3279.481934
	Iteration 26Q: 3 clusters Score -1260551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -1260551.875000 Penalty: 3279.481934
	Iteration 27Q: 3 clusters Score -1260552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -1260552.000000 Penalty: 3279.481934
	Iteration 28Q: 3 clusters Score -1260552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -1260552.875000 Penalty: 3279.481934
	Iteration 29Q: 3 clusters Score -1260553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -1260552.875000 Penalty: 3279.481934
	Iteration 30F: 3 clusters Score -1260553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Entering Unmasked Estep 
Score: -527393.562500 Penalty: 1493.910522
	Iteration 0F: 2 clusters Score -527393.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -520419.062500 Penalty: 2987.821045
	Iteration 0F: 3 clusters Score -520419.1 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -522628.437500 Penalty: 2987.821045
	Iteration 1F: 3 clusters Score -522628.4 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -522885.093750 Penalty: 2987.821045
	Iteration 2F: 3 clusters Score -522885.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -523122.218750 Penalty: 2987.821045
	Iteration 3F: 3 clusters Score -523122.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -523363.375000 Penalty: 2987.821045
	Iteration 4Q: 3 clusters Score -523363.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -523619.906250 Penalty: 2987.821045
	Iteration 5Q: 3 clusters Score -523619.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -523991.375000 Penalty: 2987.821045
	Iteration 6F: 3 clusters Score -523991.4 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -524426.125000 Penalty: 2987.821045
	Iteration 7F: 3 clusters Score -524426.1 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -524904.062500 Penalty: 2987.821045
	Iteration 8F: 3 clusters Score -524904.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -525338.625000 Penalty: 2987.821045
	Iteration 9F: 3 clusters Score -525338.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -525614.000000 Penalty: 2987.821045
	Iteration 10Q: 3 clusters Score -525614 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -525770.562500 Penalty: 2987.821045
	Iteration 11Q: 3 clusters Score -525770.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -525868.000000 Penalty: 2987.821045
	Iteration 12Q: 3 clusters Score -525868 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -525927.312500 Penalty: 2987.821045
	Iteration 13Q: 3 clusters Score -525927.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -525970.437500 Penalty: 2987.821045
	Iteration 14Q: 3 clusters Score -525970.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -525999.062500 Penalty: 2987.821045
	Iteration 15Q: 3 clusters Score -525999.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -526020.125000 Penalty: 2987.821045
	Iteration 16Q: 3 clusters Score -526020.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -526035.125000 Penalty: 2987.821045
	Iteration 17Q: 3 clusters Score -526035.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -526046.937500 Penalty: 2987.821045
	Iteration 18Q: 3 clusters Score -526046.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -526055.687500 Penalty: 2987.821045
	Iteration 19Q: 3 clusters Score -526055.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -526066.437500 Penalty: 2987.821045
	Iteration 20F: 3 clusters Score -526066.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -526079.312500 Penalty: 2987.821045
	Iteration 21Q: 3 clusters Score -526079.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -526092.000000 Penalty: 2987.821045
	Iteration 22Q: 3 clusters Score -526092 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -526099.875000 Penalty: 2987.821045
	Iteration 23Q: 3 clusters Score -526099.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -526109.562500 Penalty: 2987.821045
	Iteration 24Q: 3 clusters Score -526109.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -526117.687500 Penalty: 2987.821045
	Iteration 25Q: 3 clusters Score -526117.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -526124.000000 Penalty: 2987.821045
	Iteration 26Q: 3 clusters Score -526124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -526128.875000 Penalty: 2987.821045
	Iteration 27Q: 3 clusters Score -526128.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -526137.437500 Penalty: 2987.821045
	Iteration 28Q: 3 clusters Score -526137.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -526142.625000 Penalty: 2987.821045
	Iteration 29Q: 3 clusters Score -526142.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -526147.312500 Penalty: 2987.821045
	Iteration 30Q: 3 clusters Score -526147.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -526153.625000 Penalty: 2987.821045
	Iteration 31Q: 3 clusters Score -526153.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -526159.250000 Penalty: 2987.821045
	Iteration 32Q: 3 clusters Score -526159.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -526168.187500 Penalty: 2987.821045
	Iteration 33Q: 3 clusters Score -526168.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -526180.125000 Penalty: 2987.821045
	Iteration 34Q: 3 clusters Score -526180.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -526191.375000 Penalty: 2987.821045
	Iteration 35Q: 3 clusters Score -526191.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -526206.187500 Penalty: 2987.821045
	Iteration 36Q: 3 clusters Score -526206.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -526219.437500 Penalty: 2987.821045
	Iteration 37Q: 3 clusters Score -526219.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -526232.250000 Penalty: 2987.821045
	Iteration 38Q: 3 clusters Score -526232.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -526245.937500 Penalty: 2987.821045
	Iteration 39Q: 3 clusters Score -526245.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -526257.562500 Penalty: 2987.821045
	Iteration 40F: 3 clusters Score -526257.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -526269.312500 Penalty: 2987.821045
	Iteration 41Q: 3 clusters Score -526269.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -526277.625000 Penalty: 2987.821045
	Iteration 42Q: 3 clusters Score -526277.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -526285.250000 Penalty: 2987.821045
	Iteration 43Q: 3 clusters Score -526285.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -526288.562500 Penalty: 2987.821045
	Iteration 44Q: 3 clusters Score -526288.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -526293.375000 Penalty: 2987.821045
	Iteration 45Q: 3 clusters Score -526293.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -526298.000000 Penalty: 2987.821045
	Iteration 46Q: 3 clusters Score -526298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -526300.750000 Penalty: 2987.821045
	Iteration 47Q: 3 clusters Score -526300.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -526302.562500 Penalty: 2987.821045
	Iteration 48Q: 3 clusters Score -526302.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -526303.125000 Penalty: 2987.821045
	Iteration 49Q: 3 clusters Score -526303.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -526304.937500 Penalty: 2987.821045
	Iteration 50Q: 3 clusters Score -526304.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -526304.437500 Penalty: 2987.821045
	Iteration 51Q: 3 clusters Score -526304.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -526305.375000 Penalty: 2987.821045
	Iteration 52Q: 3 clusters Score -526305.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -526305.625000 Penalty: 2987.821045
	Iteration 53Q: 3 clusters Score -526305.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -526305.625000 Penalty: 2987.821045
	Iteration 54F: 3 clusters Score -526305.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Entering Unmasked Estep 
Score: -331186.437500 Penalty: 1425.372925
	Iteration 0F: 2 clusters Score -331186.4 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 3236 members 
Entering Unmasked Estep 
Score: -326276.250000 Penalty: 2850.745850
	Iteration 0F: 3 clusters Score -326276.2 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -327736.468750 Penalty: 2850.745850
	Iteration 1F: 3 clusters Score -327736.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -327932.093750 Penalty: 2850.745850
	Iteration 2F: 3 clusters Score -327932.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -328057.437500 Penalty: 2850.745850
	Iteration 3Q: 3 clusters Score -328057.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -328155.281250 Penalty: 2850.745850
	Iteration 4Q: 3 clusters Score -328155.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -328241.031250 Penalty: 2850.745850
	Iteration 5Q: 3 clusters Score -328241 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -328316.125000 Penalty: 2850.745850
	Iteration 6Q: 3 clusters Score -328316.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -328410.937500 Penalty: 2850.745850
	Iteration 7Q: 3 clusters Score -328410.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -328520.812500 Penalty: 2850.745850
	Iteration 8Q: 3 clusters Score -328520.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -328662.468750 Penalty: 2850.745850
	Iteration 9Q: 3 clusters Score -328662.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -328863.875000 Penalty: 2850.745850
	Iteration 10Q: 3 clusters Score -328863.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -329114.375000 Penalty: 2850.745850
	Iteration 11Q: 3 clusters Score -329114.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -329372.968750 Penalty: 2850.745850
	Iteration 12Q: 3 clusters Score -329373 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -329605.468750 Penalty: 2850.745850
	Iteration 13Q: 3 clusters Score -329605.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -329760.437500 Penalty: 2850.745850
	Iteration 14Q: 3 clusters Score -329760.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -329859.875000 Penalty: 2850.745850
	Iteration 15Q: 3 clusters Score -329859.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -329928.562500 Penalty: 2850.745850
	Iteration 16Q: 3 clusters Score -329928.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -329977.656250 Penalty: 2850.745850
	Iteration 17Q: 3 clusters Score -329977.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -330004.625000 Penalty: 2850.745850
	Iteration 18Q: 3 clusters Score -330004.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -330034.437500 Penalty: 2850.745850
	Iteration 19Q: 3 clusters Score -330034.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -330058.687500 Penalty: 2850.745850
	Iteration 20F: 3 clusters Score -330058.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -330070.281250 Penalty: 2850.745850
	Iteration 21Q: 3 clusters Score -330070.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -330075.687500 Penalty: 2850.745850
	Iteration 22Q: 3 clusters Score -330075.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -330080.187500 Penalty: 2850.745850
	Iteration 23Q: 3 clusters Score -330080.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -330084.906250 Penalty: 2850.745850
	Iteration 24Q: 3 clusters Score -330084.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -330086.531250 Penalty: 2850.745850
	Iteration 25Q: 3 clusters Score -330086.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -330087.406250 Penalty: 2850.745850
	Iteration 26Q: 3 clusters Score -330087.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -330088.968750 Penalty: 2850.745850
	Iteration 27Q: 3 clusters Score -330089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -330091.000000 Penalty: 2850.745850
	Iteration 28Q: 3 clusters Score -330091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -330090.812500 Penalty: 2850.745850
	Iteration 29Q: 3 clusters Score -330090.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -330091.625000 Penalty: 2850.745850
	Iteration 30Q: 3 clusters Score -330091.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -330092.593750 Penalty: 2850.745850
	Iteration 31Q: 3 clusters Score -330092.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -330092.906250 Penalty: 2850.745850
	Iteration 32Q: 3 clusters Score -330092.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -330092.906250 Penalty: 2850.745850
	Iteration 33F: 3 clusters Score -330092.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Entering Unmasked Estep 
Score: -183518.625000 Penalty: 1324.638550
	Iteration 0F: 2 clusters Score -183518.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -180478.843750 Penalty: 2649.277100
	Iteration 0F: 3 clusters Score -180478.8 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -181224.171875 Penalty: 2649.277100
	Iteration 1F: 3 clusters Score -181224.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -181368.203125 Penalty: 2649.277100
	Iteration 2F: 3 clusters Score -181368.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -181452.562500 Penalty: 2649.277100
	Iteration 3Q: 3 clusters Score -181452.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -181512.046875 Penalty: 2649.277100
	Iteration 4Q: 3 clusters Score -181512 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -181553.359375 Penalty: 2649.277100
	Iteration 5Q: 3 clusters Score -181553.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -181592.265625 Penalty: 2649.277100
	Iteration 6Q: 3 clusters Score -181592.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -181614.312500 Penalty: 2649.277100
	Iteration 7Q: 3 clusters Score -181614.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -181636.203125 Penalty: 2649.277100
	Iteration 8Q: 3 clusters Score -181636.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -181653.734375 Penalty: 2649.277100
	Iteration 9Q: 3 clusters Score -181653.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -181673.218750 Penalty: 2649.277100
	Iteration 10Q: 3 clusters Score -181673.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -181691.015625 Penalty: 2649.277100
	Iteration 11Q: 3 clusters Score -181691 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -181711.687500 Penalty: 2649.277100
	Iteration 12Q: 3 clusters Score -181711.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -181733.609375 Penalty: 2649.277100
	Iteration 13Q: 3 clusters Score -181733.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -181750.187500 Penalty: 2649.277100
	Iteration 14Q: 3 clusters Score -181750.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -181765.390625 Penalty: 2649.277100
	Iteration 15Q: 3 clusters Score -181765.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -181780.812500 Penalty: 2649.277100
	Iteration 16Q: 3 clusters Score -181780.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -181794.937500 Penalty: 2649.277100
	Iteration 17Q: 3 clusters Score -181794.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -181803.640625 Penalty: 2649.277100
	Iteration 18Q: 3 clusters Score -181803.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -181810.312500 Penalty: 2649.277100
	Iteration 19Q: 3 clusters Score -181810.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -181821.265625 Penalty: 2649.277100
	Iteration 20F: 3 clusters Score -181821.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -181830.125000 Penalty: 2649.277100
	Iteration 21Q: 3 clusters Score -181830.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -181834.984375 Penalty: 2649.277100
	Iteration 22Q: 3 clusters Score -181835 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -181842.828125 Penalty: 2649.277100
	Iteration 23Q: 3 clusters Score -181842.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -181848.140625 Penalty: 2649.277100
	Iteration 24Q: 3 clusters Score -181848.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -181853.546875 Penalty: 2649.277100
	Iteration 25Q: 3 clusters Score -181853.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -181860.078125 Penalty: 2649.277100
	Iteration 26Q: 3 clusters Score -181860.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -181867.281250 Penalty: 2649.277100
	Iteration 27Q: 3 clusters Score -181867.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -181878.281250 Penalty: 2649.277100
	Iteration 28Q: 3 clusters Score -181878.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -181894.906250 Penalty: 2649.277100
	Iteration 29Q: 3 clusters Score -181894.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -181908.890625 Penalty: 2649.277100
	Iteration 30Q: 3 clusters Score -181908.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -181918.906250 Penalty: 2649.277100
	Iteration 31Q: 3 clusters Score -181918.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -181937.281250 Penalty: 2649.277100
	Iteration 32Q: 3 clusters Score -181937.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -181963.953125 Penalty: 2649.277100
	Iteration 33Q: 3 clusters Score -181964 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -181994.218750 Penalty: 2649.277100
	Iteration 34Q: 3 clusters Score -181994.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -182017.468750 Penalty: 2649.277100
	Iteration 35Q: 3 clusters Score -182017.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -182039.562500 Penalty: 2649.277100
	Iteration 36Q: 3 clusters Score -182039.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -182054.343750 Penalty: 2649.277100
	Iteration 37Q: 3 clusters Score -182054.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -182069.593750 Penalty: 2649.277100
	Iteration 38Q: 3 clusters Score -182069.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -182082.109375 Penalty: 2649.277100
	Iteration 39Q: 3 clusters Score -182082.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -182092.296875 Penalty: 2649.277100
	Iteration 40F: 3 clusters Score -182092.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -182104.125000 Penalty: 2649.277100
	Iteration 41Q: 3 clusters Score -182104.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -182119.171875 Penalty: 2649.277100
	Iteration 42Q: 3 clusters Score -182119.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -182134.406250 Penalty: 2649.277100
	Iteration 43Q: 3 clusters Score -182134.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -182149.015625 Penalty: 2649.277100
	Iteration 44Q: 3 clusters Score -182149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -182157.921875 Penalty: 2649.277100
	Iteration 45Q: 3 clusters Score -182157.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -182171.406250 Penalty: 2649.277100
	Iteration 46Q: 3 clusters Score -182171.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -182189.328125 Penalty: 2649.277100
	Iteration 47Q: 3 clusters Score -182189.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -182200.968750 Penalty: 2649.277100
	Iteration 48Q: 3 clusters Score -182201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -182211.718750 Penalty: 2649.277100
	Iteration 49Q: 3 clusters Score -182211.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -182219.593750 Penalty: 2649.277100
	Iteration 50Q: 3 clusters Score -182219.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -182225.187500 Penalty: 2649.277100
	Iteration 51Q: 3 clusters Score -182225.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -182229.062500 Penalty: 2649.277100
	Iteration 52Q: 3 clusters Score -182229.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -182233.734375 Penalty: 2649.277100
	Iteration 53Q: 3 clusters Score -182233.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -182237.796875 Penalty: 2649.277100
	Iteration 54Q: 3 clusters Score -182237.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -182241.578125 Penalty: 2649.277100
	Iteration 55Q: 3 clusters Score -182241.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -182243.437500 Penalty: 2649.277100
	Iteration 56Q: 3 clusters Score -182243.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -182243.890625 Penalty: 2649.277100
	Iteration 57Q: 3 clusters Score -182243.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -182243.890625 Penalty: 2649.277100
	Iteration 58F: 3 clusters Score -182243.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Entering Unmasked Estep 
Score: -90198.882812 Penalty: 1211.767700
	Iteration 0F: 2 clusters Score -90198.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -88274.406250 Penalty: 2423.535400
	Iteration 0F: 3 clusters Score -88274.41 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -88658.140625 Penalty: 2423.535400
	Iteration 1F: 3 clusters Score -88658.14 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -88732.960938 Penalty: 2423.535400
	Iteration 2F: 3 clusters Score -88732.96 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -88775.179688 Penalty: 2423.535400
	Iteration 3Q: 3 clusters Score -88775.18 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -88795.640625 Penalty: 2423.535400
	Iteration 4Q: 3 clusters Score -88795.64 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -88813.812500 Penalty: 2423.535400
	Iteration 5Q: 3 clusters Score -88813.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -88827.359375 Penalty: 2423.535400
	Iteration 6Q: 3 clusters Score -88827.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -88834.898438 Penalty: 2423.535400
	Iteration 7Q: 3 clusters Score -88834.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -88838.031250 Penalty: 2423.535400
	Iteration 8Q: 3 clusters Score -88838.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -88838.859375 Penalty: 2423.535400
	Iteration 9Q: 3 clusters Score -88838.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -88842.031250 Penalty: 2423.535400
	Iteration 10Q: 3 clusters Score -88842.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -88844.593750 Penalty: 2423.535400
	Iteration 11Q: 3 clusters Score -88844.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -88846.234375 Penalty: 2423.535400
	Iteration 12Q: 3 clusters Score -88846.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -88847.703125 Penalty: 2423.535400
	Iteration 13Q: 3 clusters Score -88847.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -88849.039062 Penalty: 2423.535400
	Iteration 14Q: 3 clusters Score -88849.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -88850.218750 Penalty: 2423.535400
	Iteration 15Q: 3 clusters Score -88850.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -88851.406250 Penalty: 2423.535400
	Iteration 16Q: 3 clusters Score -88851.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -88851.406250 Penalty: 2423.535400
	Iteration 17F: 3 clusters Score -88851.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (224190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224190 members 
Entering Unmasked Estep 
Score: -11566534.000000 Penalty: 2002.040527
	Iteration 0F: 2 clusters Score -1.156653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112432 members 
Mstep: Class 2 contains 111758 members 
Entering Unmasked Estep 
Score: -11415538.000000 Penalty: 4004.081055
	Iteration 0F: 3 clusters Score -1.141554e+07 nChanged 108785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122999 members 
Mstep: Class 2 contains 101191 members 
Entering Unmasked Estep 
Score: -11481375.000000 Penalty: 4004.081055
	Iteration 1F: 3 clusters Score -1.148138e+07 nChanged 8239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129676 members 
Mstep: Class 2 contains 94514 members 
Entering Unmasked Estep 
Score: -11484006.000000 Penalty: 4004.081055
	Iteration 2Q: 3 clusters Score -1.148401e+07 nChanged 10943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139727 members 
Mstep: Class 2 contains 84463 members 
Entering Unmasked Estep 
Score: -11489238.000000 Penalty: 4004.081055
	Iteration 3Q: 3 clusters Score -1.148924e+07 nChanged 14792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154057 members 
Mstep: Class 2 contains 70133 members 
Entering Unmasked Estep 
Score: -11498635.000000 Penalty: 4004.081055
	Iteration 4F: 3 clusters Score -1.149864e+07 nChanged 18594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172441 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -11513670.000000 Penalty: 4004.081055
	Iteration 5F: 3 clusters Score -1.151367e+07 nChanged 20110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192479 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -11533199.000000 Penalty: 4004.081055
	Iteration 6F: 3 clusters Score -1.15332e+07 nChanged 16961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209420 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -11550514.000000 Penalty: 4004.081055
	Iteration 7F: 3 clusters Score -1.155051e+07 nChanged 9407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218819 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -11559813.000000 Penalty: 4004.081055
	Iteration 8Q: 3 clusters Score -1.155981e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222447 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -11563084.000000 Penalty: 4004.081055
	Iteration 9Q: 3 clusters Score -1.156308e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223569 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -11564160.000000 Penalty: 4004.081055
	Iteration 10Q: 3 clusters Score -1.156416e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223883 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -11564493.000000 Penalty: 4004.081055
	Iteration 11Q: 3 clusters Score -1.156449e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223968 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -11564605.000000 Penalty: 4004.081055
	Iteration 12Q: 3 clusters Score -1.15646e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224001 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -11564658.000000 Penalty: 4004.081055
	Iteration 13Q: 3 clusters Score -1.156466e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224011 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -11564687.000000 Penalty: 4004.081055
	Iteration 14Q: 3 clusters Score -1.156469e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224013 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -11564699.000000 Penalty: 4004.081055
	Iteration 15Q: 3 clusters Score -1.15647e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224013 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -11564718.000000 Penalty: 4004.081055
	Iteration 16Q: 3 clusters Score -1.156472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224014 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -11564723.000000 Penalty: 4004.081055
	Iteration 17Q: 3 clusters Score -1.156472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224016 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -11564721.000000 Penalty: 4004.081055
	Iteration 18Q: 3 clusters Score -1.156472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224015 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -11564725.000000 Penalty: 4004.081055
	Iteration 19Q: 3 clusters Score -1.156472e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224015 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -11564725.000000 Penalty: 4004.081055
	Iteration 20F: 3 clusters Score -1.156472e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Entering Unmasked Estep 
Score: -2583257.000000 Penalty: 1756.196289
	Iteration 0F: 2 clusters Score -2583257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -2550308.000000 Penalty: 3512.392578
	Iteration 0F: 3 clusters Score -2550308 nChanged 23097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -2563141.750000 Penalty: 3512.392578
	Iteration 1F: 3 clusters Score -2563142 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -2563494.000000 Penalty: 3512.392578
	Iteration 2Q: 3 clusters Score -2563494 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -2563813.750000 Penalty: 3512.392578
	Iteration 3Q: 3 clusters Score -2563814 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -2564126.750000 Penalty: 3512.392578
	Iteration 4Q: 3 clusters Score -2564127 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -2564480.250000 Penalty: 3512.392578
	Iteration 5Q: 3 clusters Score -2564480 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -2564942.500000 Penalty: 3512.392578
	Iteration 6Q: 3 clusters Score -2564942 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -2565584.500000 Penalty: 3512.392578
	Iteration 7Q: 3 clusters Score -2565584 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -2566565.000000 Penalty: 3512.392578
	Iteration 8Q: 3 clusters Score -2566565 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -2568250.000000 Penalty: 3512.392578
	Iteration 9F: 3 clusters Score -2568250 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2570839.000000 Penalty: 3512.392578
	Iteration 10F: 3 clusters Score -2570839 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2574033.000000 Penalty: 3512.392578
	Iteration 11F: 3 clusters Score -2574033 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -2577031.500000 Penalty: 3512.392578
	Iteration 12F: 3 clusters Score -2577032 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -2579127.250000 Penalty: 3512.392578
	Iteration 13Q: 3 clusters Score -2579127 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2580299.000000 Penalty: 3512.392578
	Iteration 14Q: 3 clusters Score -2580299 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47050 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2580932.250000 Penalty: 3512.392578
	Iteration 15Q: 3 clusters Score -2580932 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47450 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2581270.000000 Penalty: 3512.392578
	Iteration 16Q: 3 clusters Score -2581270 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47708 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2581474.250000 Penalty: 3512.392578
	Iteration 17Q: 3 clusters Score -2581474 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2581584.000000 Penalty: 3512.392578
	Iteration 18Q: 3 clusters Score -2581584 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48020 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2581669.750000 Penalty: 3512.392578
	Iteration 19Q: 3 clusters Score -2581670 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2581724.250000 Penalty: 3512.392578
	Iteration 20F: 3 clusters Score -2581724 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48212 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2581774.750000 Penalty: 3512.392578
	Iteration 21Q: 3 clusters Score -2581775 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48280 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2581813.250000 Penalty: 3512.392578
	Iteration 22Q: 3 clusters Score -2581813 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2581857.250000 Penalty: 3512.392578
	Iteration 23Q: 3 clusters Score -2581857 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48394 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2581883.500000 Penalty: 3512.392578
	Iteration 24Q: 3 clusters Score -2581884 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48435 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2581911.000000 Penalty: 3512.392578
	Iteration 25Q: 3 clusters Score -2581911 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48460 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2581931.250000 Penalty: 3512.392578
	Iteration 26Q: 3 clusters Score -2581931 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48482 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2581935.750000 Penalty: 3512.392578
	Iteration 27Q: 3 clusters Score -2581936 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2581947.750000 Penalty: 3512.392578
	Iteration 28Q: 3 clusters Score -2581948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48530 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2581957.000000 Penalty: 3512.392578
	Iteration 29Q: 3 clusters Score -2581957 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48548 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2581959.500000 Penalty: 3512.392578
	Iteration 30Q: 3 clusters Score -2581960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2581969.000000 Penalty: 3512.392578
	Iteration 31Q: 3 clusters Score -2581969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2581978.500000 Penalty: 3512.392578
	Iteration 32Q: 3 clusters Score -2581978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48587 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2581982.500000 Penalty: 3512.392578
	Iteration 33Q: 3 clusters Score -2581982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48593 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2581984.000000 Penalty: 3512.392578
	Iteration 34Q: 3 clusters Score -2581984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48593 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2581987.250000 Penalty: 3512.392578
	Iteration 35Q: 3 clusters Score -2581987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48595 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2581987.750000 Penalty: 3512.392578
	Iteration 36Q: 3 clusters Score -2581988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48598 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2581983.250000 Penalty: 3512.392578
	Iteration 37Q: 3 clusters Score -2581983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48601 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2581987.250000 Penalty: 3512.392578
	Iteration 38Q: 3 clusters Score -2581987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48607 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2581988.250000 Penalty: 3512.392578
	Iteration 39Q: 3 clusters Score -2581988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48611 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2581988.000000 Penalty: 3512.392578
	Iteration 40F: 3 clusters Score -2581988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48618 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2581991.500000 Penalty: 3512.392578
	Iteration 41Q: 3 clusters Score -2581992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48625 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2581991.000000 Penalty: 3512.392578
	Iteration 42Q: 3 clusters Score -2581991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48634 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2581999.250000 Penalty: 3512.392578
	Iteration 43Q: 3 clusters Score -2581999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2582001.000000 Penalty: 3512.392578
	Iteration 44Q: 3 clusters Score -2582001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48646 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2582008.500000 Penalty: 3512.392578
	Iteration 45Q: 3 clusters Score -2582008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48648 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2582008.750000 Penalty: 3512.392578
	Iteration 46Q: 3 clusters Score -2582009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48649 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2582008.750000 Penalty: 3512.392578
	Iteration 47Q: 3 clusters Score -2582009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2582009.250000 Penalty: 3512.392578
	Iteration 48Q: 3 clusters Score -2582009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2582011.250000 Penalty: 3512.392578
	Iteration 49Q: 3 clusters Score -2582011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2582013.500000 Penalty: 3512.392578
	Iteration 50Q: 3 clusters Score -2582014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48654 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2582013.000000 Penalty: 3512.392578
	Iteration 51Q: 3 clusters Score -2582013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48654 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2582013.000000 Penalty: 3512.392578
	Iteration 52F: 3 clusters Score -2582013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Entering Unmasked Estep 
Score: -1289600.250000 Penalty: 1642.711914
	Iteration 0F: 2 clusters Score -1289600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1272972.375000 Penalty: 3285.423828
	Iteration 0F: 3 clusters Score -1272972 nChanged 11313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1279180.875000 Penalty: 3285.423828
	Iteration 1F: 3 clusters Score -1279181 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -1279598.875000 Penalty: 3285.423828
	Iteration 2Q: 3 clusters Score -1279599 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1280055.375000 Penalty: 3285.423828
	Iteration 3Q: 3 clusters Score -1280055 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -1280647.625000 Penalty: 3285.423828
	Iteration 4Q: 3 clusters Score -1280648 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -1281497.375000 Penalty: 3285.423828
	Iteration 5F: 3 clusters Score -1281497 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -1282649.625000 Penalty: 3285.423828
	Iteration 6F: 3 clusters Score -1282650 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -1284117.625000 Penalty: 3285.423828
	Iteration 7F: 3 clusters Score -1284118 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -1285554.625000 Penalty: 3285.423828
	Iteration 8F: 3 clusters Score -1285555 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -1286631.500000 Penalty: 3285.423828
	Iteration 9Q: 3 clusters Score -1286632 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -1287198.750000 Penalty: 3285.423828
	Iteration 10Q: 3 clusters Score -1287199 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -1287453.875000 Penalty: 3285.423828
	Iteration 11Q: 3 clusters Score -1287454 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -1287602.125000 Penalty: 3285.423828
	Iteration 12Q: 3 clusters Score -1287602 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -1287707.125000 Penalty: 3285.423828
	Iteration 13Q: 3 clusters Score -1287707 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -1287782.125000 Penalty: 3285.423828
	Iteration 14Q: 3 clusters Score -1287782 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -1287843.000000 Penalty: 3285.423828
	Iteration 15Q: 3 clusters Score -1287843 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -1287884.875000 Penalty: 3285.423828
	Iteration 16Q: 3 clusters Score -1287885 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -1287918.500000 Penalty: 3285.423828
	Iteration 17Q: 3 clusters Score -1287918 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -1287941.625000 Penalty: 3285.423828
	Iteration 18Q: 3 clusters Score -1287942 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -1287959.000000 Penalty: 3285.423828
	Iteration 19Q: 3 clusters Score -1287959 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -1287967.375000 Penalty: 3285.423828
	Iteration 20F: 3 clusters Score -1287967 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -1287983.125000 Penalty: 3285.423828
	Iteration 21Q: 3 clusters Score -1287983 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -1287994.875000 Penalty: 3285.423828
	Iteration 22Q: 3 clusters Score -1287995 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -1288001.000000 Penalty: 3285.423828
	Iteration 23Q: 3 clusters Score -1288001 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -1288007.000000 Penalty: 3285.423828
	Iteration 24Q: 3 clusters Score -1288007 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -1288013.875000 Penalty: 3285.423828
	Iteration 25Q: 3 clusters Score -1288014 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -1288018.750000 Penalty: 3285.423828
	Iteration 26Q: 3 clusters Score -1288019 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -1288020.250000 Penalty: 3285.423828
	Iteration 27Q: 3 clusters Score -1288020 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -1288034.250000 Penalty: 3285.423828
	Iteration 28Q: 3 clusters Score -1288034 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -1288039.750000 Penalty: 3285.423828
	Iteration 29Q: 3 clusters Score -1288040 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -1288049.750000 Penalty: 3285.423828
	Iteration 30Q: 3 clusters Score -1288050 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -1288059.625000 Penalty: 3285.423828
	Iteration 31Q: 3 clusters Score -1288060 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -1288074.875000 Penalty: 3285.423828
	Iteration 32Q: 3 clusters Score -1288075 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -1288087.750000 Penalty: 3285.423828
	Iteration 33Q: 3 clusters Score -1288088 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -1288098.375000 Penalty: 3285.423828
	Iteration 34Q: 3 clusters Score -1288098 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -1288105.750000 Penalty: 3285.423828
	Iteration 35Q: 3 clusters Score -1288106 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -1288112.000000 Penalty: 3285.423828
	Iteration 36Q: 3 clusters Score -1288112 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -1288115.500000 Penalty: 3285.423828
	Iteration 37Q: 3 clusters Score -1288116 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -1288117.000000 Penalty: 3285.423828
	Iteration 38Q: 3 clusters Score -1288117 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -1288127.000000 Penalty: 3285.423828
	Iteration 39Q: 3 clusters Score -1288127 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -1288130.125000 Penalty: 3285.423828
	Iteration 40F: 3 clusters Score -1288130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -1288132.625000 Penalty: 3285.423828
	Iteration 41Q: 3 clusters Score -1288133 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -1288134.125000 Penalty: 3285.423828
	Iteration 42Q: 3 clusters Score -1288134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -1288139.875000 Penalty: 3285.423828
	Iteration 43Q: 3 clusters Score -1288140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -1288140.250000 Penalty: 3285.423828
	Iteration 44Q: 3 clusters Score -1288140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -1288145.375000 Penalty: 3285.423828
	Iteration 45Q: 3 clusters Score -1288145 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -1288150.625000 Penalty: 3285.423828
	Iteration 46Q: 3 clusters Score -1288151 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -1288155.750000 Penalty: 3285.423828
	Iteration 47Q: 3 clusters Score -1288156 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -1288162.500000 Penalty: 3285.423828
	Iteration 48Q: 3 clusters Score -1288162 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -1288163.625000 Penalty: 3285.423828
	Iteration 49Q: 3 clusters Score -1288164 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -1288165.625000 Penalty: 3285.423828
	Iteration 50Q: 3 clusters Score -1288166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -1288170.250000 Penalty: 3285.423828
	Iteration 51Q: 3 clusters Score -1288170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -1288166.875000 Penalty: 3285.423828
	Iteration 52Q: 3 clusters Score -1288167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -1288170.875000 Penalty: 3285.423828
	Iteration 53Q: 3 clusters Score -1288171 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -1288172.625000 Penalty: 3285.423828
	Iteration 54Q: 3 clusters Score -1288173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -1288173.125000 Penalty: 3285.423828
	Iteration 55Q: 3 clusters Score -1288173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -1288179.125000 Penalty: 3285.423828
	Iteration 56Q: 3 clusters Score -1288179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -1288181.125000 Penalty: 3285.423828
	Iteration 57Q: 3 clusters Score -1288181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -1288180.625000 Penalty: 3285.423828
	Iteration 58Q: 3 clusters Score -1288181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -1288180.875000 Penalty: 3285.423828
	Iteration 59Q: 3 clusters Score -1288181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -1288181.250000 Penalty: 3285.423828
	Iteration 60F: 3 clusters Score -1288181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -1288179.625000 Penalty: 3285.423828
	Iteration 61Q: 3 clusters Score -1288180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -1288180.375000 Penalty: 3285.423828
	Iteration 62Q: 3 clusters Score -1288180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -1288185.875000 Penalty: 3285.423828
	Iteration 63Q: 3 clusters Score -1288186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -1288183.000000 Penalty: 3285.423828
	Iteration 64Q: 3 clusters Score -1288183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -1288188.125000 Penalty: 3285.423828
	Iteration 65Q: 3 clusters Score -1288188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -1288191.250000 Penalty: 3285.423828
	Iteration 66Q: 3 clusters Score -1288191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -1288193.375000 Penalty: 3285.423828
	Iteration 67Q: 3 clusters Score -1288193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -1288192.500000 Penalty: 3285.423828
	Iteration 68Q: 3 clusters Score -1288192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -1288194.000000 Penalty: 3285.423828
	Iteration 69Q: 3 clusters Score -1288194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -1288199.750000 Penalty: 3285.423828
	Iteration 70Q: 3 clusters Score -1288200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -1288199.250000 Penalty: 3285.423828
	Iteration 71Q: 3 clusters Score -1288199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -1288198.750000 Penalty: 3285.423828
	Iteration 72Q: 3 clusters Score -1288199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -1288199.625000 Penalty: 3285.423828
	Iteration 73Q: 3 clusters Score -1288200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -1288199.500000 Penalty: 3285.423828
	Iteration 74Q: 3 clusters Score -1288200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -1288198.875000 Penalty: 3285.423828
	Iteration 75Q: 3 clusters Score -1288199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -1288199.875000 Penalty: 3285.423828
	Iteration 76Q: 3 clusters Score -1288200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -1288198.875000 Penalty: 3285.423828
	Iteration 77Q: 3 clusters Score -1288199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -1288196.875000 Penalty: 3285.423828
	Iteration 78Q: 3 clusters Score -1288197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -1288198.375000 Penalty: 3285.423828
	Iteration 79Q: 3 clusters Score -1288198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -1288199.500000 Penalty: 3285.423828
	Iteration 80F: 3 clusters Score -1288200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -1288201.125000 Penalty: 3285.423828
	Iteration 81Q: 3 clusters Score -1288201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -1288201.000000 Penalty: 3285.423828
	Iteration 82Q: 3 clusters Score -1288201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -1288201.375000 Penalty: 3285.423828
	Iteration 83Q: 3 clusters Score -1288201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -1288198.750000 Penalty: 3285.423828
	Iteration 84Q: 3 clusters Score -1288199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -1288201.375000 Penalty: 3285.423828
	Iteration 85Q: 3 clusters Score -1288201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -1288199.500000 Penalty: 3285.423828
	Iteration 86Q: 3 clusters Score -1288200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -1288200.500000 Penalty: 3285.423828
	Iteration 87Q: 3 clusters Score -1288200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -1288200.625000 Penalty: 3285.423828
	Iteration 88Q: 3 clusters Score -1288201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -1288201.875000 Penalty: 3285.423828
	Iteration 89Q: 3 clusters Score -1288202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -1288201.375000 Penalty: 3285.423828
	Iteration 90Q: 3 clusters Score -1288201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -1288202.750000 Penalty: 3285.423828
	Iteration 91Q: 3 clusters Score -1288203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -1288202.250000 Penalty: 3285.423828
	Iteration 92Q: 3 clusters Score -1288202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -1288204.625000 Penalty: 3285.423828
	Iteration 93Q: 3 clusters Score -1288205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -1288204.000000 Penalty: 3285.423828
	Iteration 94Q: 3 clusters Score -1288204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -1288205.375000 Penalty: 3285.423828
	Iteration 95Q: 3 clusters Score -1288205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -1288204.125000 Penalty: 3285.423828
	Iteration 96Q: 3 clusters Score -1288204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -1288206.750000 Penalty: 3285.423828
	Iteration 97Q: 3 clusters Score -1288207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -1288207.250000 Penalty: 3285.423828
	Iteration 98Q: 3 clusters Score -1288207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -1288208.125000 Penalty: 3285.423828
	Iteration 99Q: 3 clusters Score -1288208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -1288209.000000 Penalty: 3285.423828
	Iteration 100F: 3 clusters Score -1288209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -1288209.625000 Penalty: 3285.423828
	Iteration 101Q: 3 clusters Score -1288210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -1288209.875000 Penalty: 3285.423828
	Iteration 102Q: 3 clusters Score -1288210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -1288213.750000 Penalty: 3285.423828
	Iteration 103Q: 3 clusters Score -1288214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -1288212.250000 Penalty: 3285.423828
	Iteration 104Q: 3 clusters Score -1288212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -1288211.250000 Penalty: 3285.423828
	Iteration 105Q: 3 clusters Score -1288211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -1288214.250000 Penalty: 3285.423828
	Iteration 106Q: 3 clusters Score -1288214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -1288216.750000 Penalty: 3285.423828
	Iteration 107Q: 3 clusters Score -1288217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -1288212.750000 Penalty: 3285.423828
	Iteration 108Q: 3 clusters Score -1288213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -1288214.375000 Penalty: 3285.423828
	Iteration 109Q: 3 clusters Score -1288214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -1288216.250000 Penalty: 3285.423828
	Iteration 110Q: 3 clusters Score -1288216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -1288216.000000 Penalty: 3285.423828
	Iteration 111Q: 3 clusters Score -1288216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -1288215.750000 Penalty: 3285.423828
	Iteration 112Q: 3 clusters Score -1288216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -1288217.375000 Penalty: 3285.423828
	Iteration 113Q: 3 clusters Score -1288217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -1288217.375000 Penalty: 3285.423828
	Iteration 114Q: 3 clusters Score -1288217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -1288216.875000 Penalty: 3285.423828
	Iteration 115Q: 3 clusters Score -1288217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -1288216.875000 Penalty: 3285.423828
	Iteration 116F: 3 clusters Score -1288217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Entering Unmasked Estep 
Score: -152413.968750 Penalty: 1294.795654
	Iteration 0F: 2 clusters Score -152414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -149768.156250 Penalty: 2589.591309
	Iteration 0F: 3 clusters Score -149768.2 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -150373.703125 Penalty: 2589.591309
	Iteration 1F: 3 clusters Score -150373.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -150473.578125 Penalty: 2589.591309
	Iteration 2F: 3 clusters Score -150473.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -150541.031250 Penalty: 2589.591309
	Iteration 3Q: 3 clusters Score -150541 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -150595.078125 Penalty: 2589.591309
	Iteration 4Q: 3 clusters Score -150595.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -150638.500000 Penalty: 2589.591309
	Iteration 5Q: 3 clusters Score -150638.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -150677.218750 Penalty: 2589.591309
	Iteration 6Q: 3 clusters Score -150677.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -150708.140625 Penalty: 2589.591309
	Iteration 7Q: 3 clusters Score -150708.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -150731.812500 Penalty: 2589.591309
	Iteration 8Q: 3 clusters Score -150731.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -150744.703125 Penalty: 2589.591309
	Iteration 9Q: 3 clusters Score -150744.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -150753.375000 Penalty: 2589.591309
	Iteration 10Q: 3 clusters Score -150753.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -150763.468750 Penalty: 2589.591309
	Iteration 11Q: 3 clusters Score -150763.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -150769.781250 Penalty: 2589.591309
	Iteration 12Q: 3 clusters Score -150769.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -150774.359375 Penalty: 2589.591309
	Iteration 13Q: 3 clusters Score -150774.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -150781.281250 Penalty: 2589.591309
	Iteration 14Q: 3 clusters Score -150781.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -150789.390625 Penalty: 2589.591309
	Iteration 15Q: 3 clusters Score -150789.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -150797.656250 Penalty: 2589.591309
	Iteration 16Q: 3 clusters Score -150797.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -150809.468750 Penalty: 2589.591309
	Iteration 17Q: 3 clusters Score -150809.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -150824.328125 Penalty: 2589.591309
	Iteration 18Q: 3 clusters Score -150824.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -150838.828125 Penalty: 2589.591309
	Iteration 19Q: 3 clusters Score -150838.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -150856.156250 Penalty: 2589.591309
	Iteration 20F: 3 clusters Score -150856.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -150875.171875 Penalty: 2589.591309
	Iteration 21Q: 3 clusters Score -150875.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -150903.718750 Penalty: 2589.591309
	Iteration 22Q: 3 clusters Score -150903.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -150947.328125 Penalty: 2589.591309
	Iteration 23Q: 3 clusters Score -150947.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -150991.500000 Penalty: 2589.591309
	Iteration 24Q: 3 clusters Score -150991.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -151028.171875 Penalty: 2589.591309
	Iteration 25Q: 3 clusters Score -151028.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -151078.250000 Penalty: 2589.591309
	Iteration 26Q: 3 clusters Score -151078.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -151143.609375 Penalty: 2589.591309
	Iteration 27Q: 3 clusters Score -151143.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -151192.875000 Penalty: 2589.591309
	Iteration 28Q: 3 clusters Score -151192.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -151220.093750 Penalty: 2589.591309
	Iteration 29Q: 3 clusters Score -151220.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -151246.953125 Penalty: 2589.591309
	Iteration 30Q: 3 clusters Score -151247 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -151276.953125 Penalty: 2589.591309
	Iteration 31Q: 3 clusters Score -151277 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -151303.406250 Penalty: 2589.591309
	Iteration 32Q: 3 clusters Score -151303.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -151329.203125 Penalty: 2589.591309
	Iteration 33Q: 3 clusters Score -151329.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -151352.390625 Penalty: 2589.591309
	Iteration 34Q: 3 clusters Score -151352.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -151383.062500 Penalty: 2589.591309
	Iteration 35Q: 3 clusters Score -151383.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -151407.234375 Penalty: 2589.591309
	Iteration 36Q: 3 clusters Score -151407.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -151419.046875 Penalty: 2589.591309
	Iteration 37Q: 3 clusters Score -151419 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -151428.765625 Penalty: 2589.591309
	Iteration 38Q: 3 clusters Score -151428.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -151436.250000 Penalty: 2589.591309
	Iteration 39Q: 3 clusters Score -151436.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -151441.406250 Penalty: 2589.591309
	Iteration 40F: 3 clusters Score -151441.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -151447.312500 Penalty: 2589.591309
	Iteration 41Q: 3 clusters Score -151447.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -151450.765625 Penalty: 2589.591309
	Iteration 42Q: 3 clusters Score -151450.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -151451.562500 Penalty: 2589.591309
	Iteration 43Q: 3 clusters Score -151451.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -151451.703125 Penalty: 2589.591309
	Iteration 44Q: 3 clusters Score -151451.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -151451.703125 Penalty: 2589.591309
	Iteration 45F: 3 clusters Score -151451.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Entering Unmasked Estep 
Score: -466286.750000 Penalty: 1489.894287
	Iteration 0F: 2 clusters Score -466286.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -459407.843750 Penalty: 2979.788574
	Iteration 0F: 3 clusters Score -459407.8 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -461824.718750 Penalty: 2979.788574
	Iteration 1F: 3 clusters Score -461824.7 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -462259.375000 Penalty: 2979.788574
	Iteration 2F: 3 clusters Score -462259.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -462669.718750 Penalty: 2979.788574
	Iteration 3F: 3 clusters Score -462669.7 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -463072.968750 Penalty: 2979.788574
	Iteration 4F: 3 clusters Score -463073 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -463474.875000 Penalty: 2979.788574
	Iteration 5F: 3 clusters Score -463474.9 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -463905.187500 Penalty: 2979.788574
	Iteration 6F: 3 clusters Score -463905.2 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -464376.781250 Penalty: 2979.788574
	Iteration 7F: 3 clusters Score -464376.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -464823.250000 Penalty: 2979.788574
	Iteration 8F: 3 clusters Score -464823.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -465127.718750 Penalty: 2979.788574
	Iteration 9Q: 3 clusters Score -465127.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -465315.687500 Penalty: 2979.788574
	Iteration 10Q: 3 clusters Score -465315.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -465421.125000 Penalty: 2979.788574
	Iteration 11Q: 3 clusters Score -465421.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -465488.906250 Penalty: 2979.788574
	Iteration 12Q: 3 clusters Score -465488.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -465544.000000 Penalty: 2979.788574
	Iteration 13Q: 3 clusters Score -465544 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -465602.187500 Penalty: 2979.788574
	Iteration 14Q: 3 clusters Score -465602.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -465649.562500 Penalty: 2979.788574
	Iteration 15Q: 3 clusters Score -465649.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -465690.906250 Penalty: 2979.788574
	Iteration 16Q: 3 clusters Score -465690.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -465727.812500 Penalty: 2979.788574
	Iteration 17Q: 3 clusters Score -465727.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -465768.500000 Penalty: 2979.788574
	Iteration 18Q: 3 clusters Score -465768.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -465800.875000 Penalty: 2979.788574
	Iteration 19Q: 3 clusters Score -465800.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -465832.468750 Penalty: 2979.788574
	Iteration 20F: 3 clusters Score -465832.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -465866.718750 Penalty: 2979.788574
	Iteration 21Q: 3 clusters Score -465866.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -465887.062500 Penalty: 2979.788574
	Iteration 22Q: 3 clusters Score -465887.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -465908.000000 Penalty: 2979.788574
	Iteration 23Q: 3 clusters Score -465908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -465924.031250 Penalty: 2979.788574
	Iteration 24Q: 3 clusters Score -465924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -465931.937500 Penalty: 2979.788574
	Iteration 25Q: 3 clusters Score -465931.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -465941.281250 Penalty: 2979.788574
	Iteration 26Q: 3 clusters Score -465941.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -465946.625000 Penalty: 2979.788574
	Iteration 27Q: 3 clusters Score -465946.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -465950.718750 Penalty: 2979.788574
	Iteration 28Q: 3 clusters Score -465950.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -465954.781250 Penalty: 2979.788574
	Iteration 29Q: 3 clusters Score -465954.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -465958.906250 Penalty: 2979.788574
	Iteration 30Q: 3 clusters Score -465958.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -465963.281250 Penalty: 2979.788574
	Iteration 31Q: 3 clusters Score -465963.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -465965.000000 Penalty: 2979.788574
	Iteration 32Q: 3 clusters Score -465965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -465965.625000 Penalty: 2979.788574
	Iteration 33Q: 3 clusters Score -465965.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -465966.531250 Penalty: 2979.788574
	Iteration 34Q: 3 clusters Score -465966.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -465966.531250 Penalty: 2979.788574
	Iteration 35F: 3 clusters Score -465966.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4603 members 
Mstep: Class 3 contains 70366 members 
Mstep: Class 4 contains 2014 members 
Mstep: Class 6 contains 27577 members 
Mstep: Class 7 contains 24118 members 
Mstep: Class 8 contains 9831 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 14 contains 3469 members 
Mstep: Class 15 contains 1732 members 
Mstep: Class 16 contains 224190 members 
Mstep: Class 17 contains 49383 members 
Mstep: Class 18 contains 24563 members 
Mstep: Class 20 contains 2887 members 
Mstep: Class 21 contains 9591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23131208.000000 Penalty: 31796.724609
Iteration 39Q: 16 clusters Score -2.313121e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4596 members 
Mstep: Class 3 contains 70297 members 
Mstep: Class 4 contains 2033 members 
Mstep: Class 6 contains 27436 members 
Mstep: Class 7 contains 23085 members 
Mstep: Class 8 contains 9780 members 
Mstep: Class 9 contains 6453 members 
Mstep: Class 14 contains 3412 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 226538 members 
Mstep: Class 17 contains 48808 members 
Mstep: Class 18 contains 24172 members 
Mstep: Class 20 contains 2895 members 
Mstep: Class 21 contains 9555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23131584.000000 Penalty: 31796.724609
Iteration 40F: 16 clusters Score -2.313158e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4583 members 
Mstep: Class 3 contains 70216 members 
Mstep: Class 4 contains 2047 members 
Mstep: Class 6 contains 27291 members 
Mstep: Class 7 contains 22100 members 
Mstep: Class 8 contains 9737 members 
Mstep: Class 9 contains 6457 members 
Mstep: Class 14 contains 3361 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 228891 members 
Mstep: Class 17 contains 48221 members 
Mstep: Class 18 contains 23768 members 
Mstep: Class 20 contains 2907 members 
Mstep: Class 21 contains 9505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23132040.000000 Penalty: 31796.724609
Iteration 41Q: 16 clusters Score -2.313204e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4574 members 
Mstep: Class 3 contains 70089 members 
Mstep: Class 4 contains 2075 members 
Mstep: Class 6 contains 27132 members 
Mstep: Class 7 contains 21101 members 
Mstep: Class 8 contains 9688 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 14 contains 3318 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 231312 members 
Mstep: Class 17 contains 47564 members 
Mstep: Class 18 contains 23411 members 
Mstep: Class 20 contains 2921 members 
Mstep: Class 21 contains 9446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23132564.000000 Penalty: 31796.724609
Iteration 42Q: 16 clusters Score -2.313256e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4568 members 
Mstep: Class 3 contains 69955 members 
Mstep: Class 4 contains 2095 members 
Mstep: Class 6 contains 26960 members 
Mstep: Class 7 contains 20165 members 
Mstep: Class 8 contains 9626 members 
Mstep: Class 9 contains 6467 members 
Mstep: Class 14 contains 3284 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 233827 members 
Mstep: Class 17 contains 46834 members 
Mstep: Class 18 contains 23007 members 
Mstep: Class 20 contains 2926 members 
Mstep: Class 21 contains 9397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23133090.000000 Penalty: 31796.724609
Iteration 43Q: 16 clusters Score -2.313309e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4569 members 
Mstep: Class 3 contains 69814 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 6 contains 26784 members 
Mstep: Class 7 contains 19331 members 
Mstep: Class 8 contains 9561 members 
Mstep: Class 9 contains 6469 members 
Mstep: Class 14 contains 3253 members 
Mstep: Class 15 contains 1730 members 
Mstep: Class 16 contains 236293 members 
Mstep: Class 17 contains 46055 members 
Mstep: Class 18 contains 22598 members 
Mstep: Class 20 contains 2939 members 
Mstep: Class 21 contains 9340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23133728.000000 Penalty: 31796.724609
Iteration 44Q: 16 clusters Score -2.313373e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4572 members 
Mstep: Class 3 contains 69616 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 6 contains 26584 members 
Mstep: Class 7 contains 18548 members 
Mstep: Class 8 contains 9486 members 
Mstep: Class 9 contains 6475 members 
Mstep: Class 14 contains 3223 members 
Mstep: Class 15 contains 1730 members 
Mstep: Class 16 contains 238823 members 
Mstep: Class 17 contains 45290 members 
Mstep: Class 18 contains 22168 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 9269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23134426.000000 Penalty: 31796.724609
Iteration 45Q: 16 clusters Score -2.313443e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4573 members 
Mstep: Class 3 contains 69375 members 
Mstep: Class 4 contains 2162 members 
Mstep: Class 6 contains 26352 members 
Mstep: Class 7 contains 17786 members 
Mstep: Class 8 contains 9423 members 
Mstep: Class 9 contains 6485 members 
Mstep: Class 14 contains 3183 members 
Mstep: Class 15 contains 1728 members 
Mstep: Class 16 contains 241496 members 
Mstep: Class 17 contains 44470 members 
Mstep: Class 18 contains 21683 members 
Mstep: Class 20 contains 2965 members 
Mstep: Class 21 contains 9206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23135224.000000 Penalty: 31796.724609
Iteration 46Q: 16 clusters Score -2.313522e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4560 members 
Mstep: Class 3 contains 69164 members 
Mstep: Class 4 contains 2187 members 
Mstep: Class 6 contains 26119 members 
Mstep: Class 7 contains 16991 members 
Mstep: Class 8 contains 9339 members 
Mstep: Class 9 contains 6485 members 
Mstep: Class 14 contains 3141 members 
Mstep: Class 15 contains 1729 members 
Mstep: Class 16 contains 244317 members 
Mstep: Class 17 contains 43566 members 
Mstep: Class 18 contains 21174 members 
Mstep: Class 20 contains 2977 members 
Mstep: Class 21 contains 9138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23135994.000000 Penalty: 31796.724609
Iteration 47Q: 16 clusters Score -2.313599e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4550 members 
Mstep: Class 3 contains 68883 members 
Mstep: Class 4 contains 2198 members 
Mstep: Class 6 contains 25862 members 
Mstep: Class 7 contains 16298 members 
Mstep: Class 8 contains 9231 members 
Mstep: Class 9 contains 6483 members 
Mstep: Class 14 contains 3095 members 
Mstep: Class 15 contains 1730 members 
Mstep: Class 16 contains 247245 members 
Mstep: Class 17 contains 42616 members 
Mstep: Class 18 contains 20621 members 
Mstep: Class 20 contains 3008 members 
Mstep: Class 21 contains 9076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23136904.000000 Penalty: 31796.724609
Iteration 48Q: 16 clusters Score -2.31369e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4542 members 
Mstep: Class 3 contains 68585 members 
Mstep: Class 4 contains 2213 members 
Mstep: Class 6 contains 25574 members 
Mstep: Class 7 contains 15762 members 
Mstep: Class 8 contains 9112 members 
Mstep: Class 9 contains 6494 members 
Mstep: Class 14 contains 3049 members 
Mstep: Class 15 contains 1730 members 
Mstep: Class 16 contains 250115 members 
Mstep: Class 17 contains 41666 members 
Mstep: Class 18 contains 20013 members 
Mstep: Class 20 contains 3041 members 
Mstep: Class 21 contains 9016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23137460.000000 Penalty: 31796.724609
Iteration 49Q: 16 clusters Score -2.313746e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4529 members 
Mstep: Class 3 contains 68263 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 6 contains 25271 members 
Mstep: Class 7 contains 15368 members 
Mstep: Class 8 contains 8996 members 
Mstep: Class 9 contains 6506 members 
Mstep: Class 14 contains 3002 members 
Mstep: Class 15 contains 1730 members 
Mstep: Class 16 contains 252890 members 
Mstep: Class 17 contains 40719 members 
Mstep: Class 18 contains 19377 members 
Mstep: Class 20 contains 3065 members 
Mstep: Class 21 contains 8965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23137968.000000 Penalty: 31796.724609
Iteration 50Q: 16 clusters Score -2.313797e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4528 members 
Mstep: Class 3 contains 67950 members 
Mstep: Class 4 contains 2262 members 
Mstep: Class 6 contains 24976 members 
Mstep: Class 7 contains 15008 members 
Mstep: Class 8 contains 8865 members 
Mstep: Class 9 contains 6507 members 
Mstep: Class 14 contains 2956 members 
Mstep: Class 15 contains 1730 members 
Mstep: Class 16 contains 255650 members 
Mstep: Class 17 contains 39750 members 
Mstep: Class 18 contains 18746 members 
Mstep: Class 20 contains 3097 members 
Mstep: Class 21 contains 8910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23138776.000000 Penalty: 31796.724609
Iteration 51Q: 16 clusters Score -2.313878e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4525 members 
Mstep: Class 3 contains 67586 members 
Mstep: Class 4 contains 2287 members 
Mstep: Class 6 contains 24654 members 
Mstep: Class 7 contains 14730 members 
Mstep: Class 8 contains 8731 members 
Mstep: Class 9 contains 6503 members 
Mstep: Class 14 contains 2918 members 
Mstep: Class 15 contains 1730 members 
Mstep: Class 16 contains 258438 members 
Mstep: Class 17 contains 38763 members 
Mstep: Class 18 contains 18082 members 
Mstep: Class 20 contains 3148 members 
Mstep: Class 21 contains 8845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23139404.000000 Penalty: 31796.724609
Iteration 52Q: 16 clusters Score -2.31394e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4530 members 
Mstep: Class 3 contains 67180 members 
Mstep: Class 4 contains 2314 members 
Mstep: Class 6 contains 24337 members 
Mstep: Class 7 contains 14467 members 
Mstep: Class 8 contains 8626 members 
Mstep: Class 9 contains 6506 members 
Mstep: Class 14 contains 2879 members 
Mstep: Class 15 contains 1730 members 
Mstep: Class 16 contains 261155 members 
Mstep: Class 17 contains 37757 members 
Mstep: Class 18 contains 17484 members 
Mstep: Class 20 contains 3200 members 
Mstep: Class 21 contains 8779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23139858.000000 Penalty: 31796.724609
Iteration 53Q: 16 clusters Score -2.313986e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4527 members 
Mstep: Class 3 contains 66819 members 
Mstep: Class 4 contains 2342 members 
Mstep: Class 6 contains 24011 members 
Mstep: Class 7 contains 14190 members 
Mstep: Class 8 contains 8516 members 
Mstep: Class 9 contains 6508 members 
Mstep: Class 14 contains 2836 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 263827 members 
Mstep: Class 17 contains 36748 members 
Mstep: Class 18 contains 16927 members 
Mstep: Class 20 contains 3262 members 
Mstep: Class 21 contains 8710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140428.000000 Penalty: 31796.724609
Iteration 54Q: 16 clusters Score -2.314043e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4525 members 
Mstep: Class 3 contains 66452 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 6 contains 23671 members 
Mstep: Class 7 contains 13933 members 
Mstep: Class 8 contains 8436 members 
Mstep: Class 9 contains 6509 members 
Mstep: Class 14 contains 2800 members 
Mstep: Class 15 contains 1733 members 
Mstep: Class 16 contains 266457 members 
Mstep: Class 17 contains 35734 members 
Mstep: Class 18 contains 16367 members 
Mstep: Class 20 contains 3322 members 
Mstep: Class 21 contains 8648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140912.000000 Penalty: 31796.724609
Iteration 55Q: 16 clusters Score -2.314091e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4531 members 
Mstep: Class 3 contains 66114 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 6 contains 23312 members 
Mstep: Class 7 contains 13741 members 
Mstep: Class 8 contains 8349 members 
Mstep: Class 9 contains 6505 members 
Mstep: Class 14 contains 2753 members 
Mstep: Class 15 contains 1734 members 
Mstep: Class 16 contains 269054 members 
Mstep: Class 17 contains 34723 members 
Mstep: Class 18 contains 15793 members 
Mstep: Class 20 contains 3373 members 
Mstep: Class 21 contains 8582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23141568.000000 Penalty: 31796.724609
Iteration 56Q: 16 clusters Score -2.314157e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4535 members 
Mstep: Class 3 contains 65782 members 
Mstep: Class 4 contains 2435 members 
Mstep: Class 6 contains 22963 members 
Mstep: Class 7 contains 13523 members 
Mstep: Class 8 contains 8249 members 
Mstep: Class 9 contains 6504 members 
Mstep: Class 14 contains 2725 members 
Mstep: Class 15 contains 1734 members 
Mstep: Class 16 contains 271597 members 
Mstep: Class 17 contains 33719 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 20 contains 3425 members 
Mstep: Class 21 contains 8520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142074.000000 Penalty: 31796.724609
Iteration 57Q: 16 clusters Score -2.314207e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4538 members 
Mstep: Class 3 contains 65446 members 
Mstep: Class 4 contains 2453 members 
Mstep: Class 6 contains 22600 members 
Mstep: Class 7 contains 13316 members 
Mstep: Class 8 contains 8148 members 
Mstep: Class 9 contains 6498 members 
Mstep: Class 14 contains 2699 members 
Mstep: Class 15 contains 1735 members 
Mstep: Class 16 contains 274084 members 
Mstep: Class 17 contains 32754 members 
Mstep: Class 18 contains 14777 members 
Mstep: Class 20 contains 3489 members 
Mstep: Class 21 contains 8445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142522.000000 Penalty: 31796.724609
Iteration 58Q: 16 clusters Score -2.314252e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4535 members 
Mstep: Class 3 contains 65111 members 
Mstep: Class 4 contains 2474 members 
Mstep: Class 6 contains 22238 members 
Mstep: Class 7 contains 13133 members 
Mstep: Class 8 contains 8063 members 
Mstep: Class 9 contains 6500 members 
Mstep: Class 14 contains 2667 members 
Mstep: Class 15 contains 1735 members 
Mstep: Class 16 contains 276507 members 
Mstep: Class 17 contains 31775 members 
Mstep: Class 18 contains 14324 members 
Mstep: Class 20 contains 3556 members 
Mstep: Class 21 contains 8377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142984.000000 Penalty: 31796.724609
Iteration 59Q: 16 clusters Score -2.314298e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4533 members 
Mstep: Class 3 contains 64752 members 
Mstep: Class 4 contains 2503 members 
Mstep: Class 6 contains 21887 members 
Mstep: Class 7 contains 12927 members 
Mstep: Class 8 contains 7988 members 
Mstep: Class 9 contains 6504 members 
Mstep: Class 14 contains 2637 members 
Mstep: Class 15 contains 1734 members 
Mstep: Class 16 contains 278843 members 
Mstep: Class 17 contains 30836 members 
Mstep: Class 18 contains 13909 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 8312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23143248.000000 Penalty: 31796.724609
Iteration 60F: 16 clusters Score -2.314325e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4530 members 
Mstep: Class 3 contains 64427 members 
Mstep: Class 4 contains 2533 members 
Mstep: Class 6 contains 21545 members 
Mstep: Class 7 contains 12767 members 
Mstep: Class 8 contains 7910 members 
Mstep: Class 9 contains 6512 members 
Mstep: Class 14 contains 2609 members 
Mstep: Class 15 contains 1734 members 
Mstep: Class 16 contains 281104 members 
Mstep: Class 17 contains 29865 members 
Mstep: Class 18 contains 13504 members 
Mstep: Class 20 contains 3704 members 
Mstep: Class 21 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23143472.000000 Penalty: 31796.724609
Iteration 61Q: 16 clusters Score -2.314347e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4529 members 
Mstep: Class 3 contains 64096 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 6 contains 21193 members 
Mstep: Class 7 contains 12623 members 
Mstep: Class 8 contains 7846 members 
Mstep: Class 9 contains 6516 members 
Mstep: Class 14 contains 2592 members 
Mstep: Class 15 contains 1734 members 
Mstep: Class 16 contains 283352 members 
Mstep: Class 17 contains 28875 members 
Mstep: Class 18 contains 13122 members 
Mstep: Class 20 contains 3777 members 
Mstep: Class 21 contains 8198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23143824.000000 Penalty: 31796.724609
Iteration 62Q: 16 clusters Score -2.314382e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4528 members 
Mstep: Class 3 contains 63764 members 
Mstep: Class 4 contains 2584 members 
Mstep: Class 6 contains 20849 members 
Mstep: Class 7 contains 12491 members 
Mstep: Class 8 contains 7791 members 
Mstep: Class 9 contains 6516 members 
Mstep: Class 14 contains 2564 members 
Mstep: Class 15 contains 1734 members 
Mstep: Class 16 contains 285539 members 
Mstep: Class 17 contains 27935 members 
Mstep: Class 18 contains 12757 members 
Mstep: Class 20 contains 3850 members 
Mstep: Class 21 contains 8122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23144148.000000 Penalty: 31796.724609
Iteration 63Q: 16 clusters Score -2.314415e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4525 members 
Mstep: Class 3 contains 63435 members 
Mstep: Class 4 contains 2606 members 
Mstep: Class 6 contains 20553 members 
Mstep: Class 7 contains 12346 members 
Mstep: Class 8 contains 7741 members 
Mstep: Class 9 contains 6515 members 
Mstep: Class 14 contains 2552 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 287537 members 
Mstep: Class 17 contains 27035 members 
Mstep: Class 18 contains 12468 members 
Mstep: Class 20 contains 3937 members 
Mstep: Class 21 contains 8044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23144402.000000 Penalty: 31796.724609
Iteration 64Q: 16 clusters Score -2.31444e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4522 members 
Mstep: Class 3 contains 63120 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 6 contains 20293 members 
Mstep: Class 7 contains 12180 members 
Mstep: Class 8 contains 7691 members 
Mstep: Class 9 contains 6516 members 
Mstep: Class 14 contains 2553 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 289456 members 
Mstep: Class 17 contains 26182 members 
Mstep: Class 18 contains 12156 members 
Mstep: Class 20 contains 4021 members 
Mstep: Class 21 contains 7978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23144772.000000 Penalty: 31796.724609
Iteration 65Q: 16 clusters Score -2.314477e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4514 members 
Mstep: Class 3 contains 62836 members 
Mstep: Class 4 contains 2649 members 
Mstep: Class 6 contains 20043 members 
Mstep: Class 7 contains 12035 members 
Mstep: Class 8 contains 7642 members 
Mstep: Class 9 contains 6517 members 
Mstep: Class 14 contains 2536 members 
Mstep: Class 15 contains 1735 members 
Mstep: Class 16 contains 291319 members 
Mstep: Class 17 contains 25333 members 
Mstep: Class 18 contains 11886 members 
Mstep: Class 20 contains 4096 members 
Mstep: Class 21 contains 7904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145114.000000 Penalty: 31796.724609
Iteration 66Q: 16 clusters Score -2.314511e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4503 members 
Mstep: Class 3 contains 62526 members 
Mstep: Class 4 contains 2679 members 
Mstep: Class 6 contains 19809 members 
Mstep: Class 7 contains 11886 members 
Mstep: Class 8 contains 7584 members 
Mstep: Class 9 contains 6509 members 
Mstep: Class 14 contains 2516 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 293176 members 
Mstep: Class 17 contains 24485 members 
Mstep: Class 18 contains 11619 members 
Mstep: Class 20 contains 4200 members 
Mstep: Class 21 contains 7824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145410.000000 Penalty: 31796.724609
Iteration 67Q: 16 clusters Score -2.314541e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 62224 members 
Mstep: Class 4 contains 2705 members 
Mstep: Class 6 contains 19580 members 
Mstep: Class 7 contains 11731 members 
Mstep: Class 8 contains 7534 members 
Mstep: Class 9 contains 6499 members 
Mstep: Class 14 contains 2503 members 
Mstep: Class 15 contains 1738 members 
Mstep: Class 16 contains 294939 members 
Mstep: Class 17 contains 23704 members 
Mstep: Class 18 contains 11360 members 
Mstep: Class 20 contains 4300 members 
Mstep: Class 21 contains 7749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145646.000000 Penalty: 31796.724609
Iteration 68Q: 16 clusters Score -2.314565e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4491 members 
Mstep: Class 3 contains 61917 members 
Mstep: Class 4 contains 2730 members 
Mstep: Class 6 contains 19351 members 
Mstep: Class 7 contains 11592 members 
Mstep: Class 8 contains 7493 members 
Mstep: Class 9 contains 6492 members 
Mstep: Class 14 contains 2497 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 296684 members 
Mstep: Class 17 contains 22896 members 
Mstep: Class 18 contains 11101 members 
Mstep: Class 20 contains 4404 members 
Mstep: Class 21 contains 7674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146112.000000 Penalty: 31796.724609
Iteration 69Q: 16 clusters Score -2.314611e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4491 members 
Mstep: Class 3 contains 61637 members 
Mstep: Class 4 contains 2757 members 
Mstep: Class 6 contains 19146 members 
Mstep: Class 7 contains 11470 members 
Mstep: Class 8 contains 7455 members 
Mstep: Class 9 contains 6489 members 
Mstep: Class 14 contains 2468 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 298368 members 
Mstep: Class 17 contains 22068 members 
Mstep: Class 18 contains 10868 members 
Mstep: Class 20 contains 4519 members 
Mstep: Class 21 contains 7592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146282.000000 Penalty: 31796.724609
Iteration 70Q: 16 clusters Score -2.314628e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4480 members 
Mstep: Class 3 contains 61373 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 6 contains 18973 members 
Mstep: Class 7 contains 11361 members 
Mstep: Class 8 contains 7401 members 
Mstep: Class 9 contains 6485 members 
Mstep: Class 14 contains 2457 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 299972 members 
Mstep: Class 17 contains 21261 members 
Mstep: Class 18 contains 10650 members 
Mstep: Class 20 contains 4641 members 
Mstep: Class 21 contains 7500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146434.000000 Penalty: 31796.724609
Iteration 71Q: 16 clusters Score -2.314643e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4467 members 
Mstep: Class 3 contains 61095 members 
Mstep: Class 4 contains 2803 members 
Mstep: Class 6 contains 18790 members 
Mstep: Class 7 contains 11234 members 
Mstep: Class 8 contains 7358 members 
Mstep: Class 9 contains 6483 members 
Mstep: Class 14 contains 2451 members 
Mstep: Class 15 contains 1741 members 
Mstep: Class 16 contains 301507 members 
Mstep: Class 17 contains 20477 members 
Mstep: Class 18 contains 10477 members 
Mstep: Class 20 contains 4770 members 
Mstep: Class 21 contains 7425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146642.000000 Penalty: 31796.724609
Iteration 72Q: 16 clusters Score -2.314664e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4463 members 
Mstep: Class 3 contains 60811 members 
Mstep: Class 4 contains 2818 members 
Mstep: Class 6 contains 18627 members 
Mstep: Class 7 contains 11130 members 
Mstep: Class 8 contains 7312 members 
Mstep: Class 9 contains 6477 members 
Mstep: Class 14 contains 2446 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 302960 members 
Mstep: Class 17 contains 19732 members 
Mstep: Class 18 contains 10325 members 
Mstep: Class 20 contains 4889 members 
Mstep: Class 21 contains 7359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147020.000000 Penalty: 31796.724609
Iteration 73Q: 16 clusters Score -2.314702e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4463 members 
Mstep: Class 3 contains 60577 members 
Mstep: Class 4 contains 2838 members 
Mstep: Class 6 contains 18457 members 
Mstep: Class 7 contains 11028 members 
Mstep: Class 8 contains 7262 members 
Mstep: Class 9 contains 6476 members 
Mstep: Class 14 contains 2438 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 304349 members 
Mstep: Class 17 contains 18988 members 
Mstep: Class 18 contains 10177 members 
Mstep: Class 20 contains 5021 members 
Mstep: Class 21 contains 7289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147350.000000 Penalty: 31796.724609
Iteration 74Q: 16 clusters Score -2.314735e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 60328 members 
Mstep: Class 4 contains 2861 members 
Mstep: Class 6 contains 18294 members 
Mstep: Class 7 contains 10927 members 
Mstep: Class 8 contains 7229 members 
Mstep: Class 9 contains 6472 members 
Mstep: Class 14 contains 2446 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 305680 members 
Mstep: Class 17 contains 18281 members 
Mstep: Class 18 contains 10031 members 
Mstep: Class 20 contains 5162 members 
Mstep: Class 21 contains 7208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147706.000000 Penalty: 31796.724609
Iteration 75Q: 16 clusters Score -2.314771e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 60080 members 
Mstep: Class 4 contains 2874 members 
Mstep: Class 6 contains 18167 members 
Mstep: Class 7 contains 10833 members 
Mstep: Class 8 contains 7201 members 
Mstep: Class 9 contains 6467 members 
Mstep: Class 14 contains 2452 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 306936 members 
Mstep: Class 17 contains 17584 members 
Mstep: Class 18 contains 9895 members 
Mstep: Class 20 contains 5316 members 
Mstep: Class 21 contains 7123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148034.000000 Penalty: 31796.724609
Iteration 76Q: 16 clusters Score -2.314803e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4462 members 
Mstep: Class 3 contains 59880 members 
Mstep: Class 4 contains 2886 members 
Mstep: Class 6 contains 18038 members 
Mstep: Class 7 contains 10740 members 
Mstep: Class 8 contains 7167 members 
Mstep: Class 9 contains 6463 members 
Mstep: Class 14 contains 2457 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 308152 members 
Mstep: Class 17 contains 16899 members 
Mstep: Class 18 contains 9762 members 
Mstep: Class 20 contains 5474 members 
Mstep: Class 21 contains 7021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148328.000000 Penalty: 31796.724609
Iteration 77Q: 16 clusters Score -2.314833e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4456 members 
Mstep: Class 3 contains 59696 members 
Mstep: Class 4 contains 2896 members 
Mstep: Class 6 contains 17878 members 
Mstep: Class 7 contains 10669 members 
Mstep: Class 8 contains 7126 members 
Mstep: Class 9 contains 6461 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 15 contains 1744 members 
Mstep: Class 16 contains 309323 members 
Mstep: Class 17 contains 16226 members 
Mstep: Class 18 contains 9652 members 
Mstep: Class 20 contains 5622 members 
Mstep: Class 21 contains 6936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148638.000000 Penalty: 31796.724609
Iteration 78Q: 16 clusters Score -2.314864e+07 nChanged 1734
Entering ConstructFrom: 
Score: -23148638.000000 Penalty: 31796.724609
Entering ConstructFrom: 
Trying to split cluster 1 (1531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Entering Unmasked Estep 
Score: -71647.078125 Penalty: 1191.722412
	Iteration 0F: 2 clusters Score -71647.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -69837.484375 Penalty: 2383.444824
	Iteration 0F: 3 clusters Score -69837.48 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -70192.921875 Penalty: 2383.444824
	Iteration 1F: 3 clusters Score -70192.92 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -70316.968750 Penalty: 2383.444824
	Iteration 2F: 3 clusters Score -70316.97 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -70384.648438 Penalty: 2383.444824
	Iteration 3F: 3 clusters Score -70384.65 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -70418.132812 Penalty: 2383.444824
	Iteration 4Q: 3 clusters Score -70418.13 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -70449.500000 Penalty: 2383.444824
	Iteration 5Q: 3 clusters Score -70449.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -70463.750000 Penalty: 2383.444824
	Iteration 6Q: 3 clusters Score -70463.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -70476.859375 Penalty: 2383.444824
	Iteration 7Q: 3 clusters Score -70476.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -70487.984375 Penalty: 2383.444824
	Iteration 8Q: 3 clusters Score -70487.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -70498.687500 Penalty: 2383.444824
	Iteration 9Q: 3 clusters Score -70498.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -70505.468750 Penalty: 2383.444824
	Iteration 10Q: 3 clusters Score -70505.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -70518.179688 Penalty: 2383.444824
	Iteration 11Q: 3 clusters Score -70518.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -70527.656250 Penalty: 2383.444824
	Iteration 12Q: 3 clusters Score -70527.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -70541.929688 Penalty: 2383.444824
	Iteration 13Q: 3 clusters Score -70541.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -70553.085938 Penalty: 2383.444824
	Iteration 14Q: 3 clusters Score -70553.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -70563.085938 Penalty: 2383.444824
	Iteration 15Q: 3 clusters Score -70563.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -70574.007812 Penalty: 2383.444824
	Iteration 16Q: 3 clusters Score -70574.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -70581.898438 Penalty: 2383.444824
	Iteration 17Q: 3 clusters Score -70581.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -70585.226562 Penalty: 2383.444824
	Iteration 18Q: 3 clusters Score -70585.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -70589.250000 Penalty: 2383.444824
	Iteration 19Q: 3 clusters Score -70589.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -70591.460938 Penalty: 2383.444824
	Iteration 20F: 3 clusters Score -70591.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -70593.539062 Penalty: 2383.444824
	Iteration 21Q: 3 clusters Score -70593.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -70594.296875 Penalty: 2383.444824
	Iteration 22Q: 3 clusters Score -70594.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -70594.578125 Penalty: 2383.444824
	Iteration 23Q: 3 clusters Score -70594.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -70594.578125 Penalty: 2383.444824
	Iteration 24F: 3 clusters Score -70594.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Entering Unmasked Estep 
Score: -223396.515625 Penalty: 1365.289551
	Iteration 0F: 2 clusters Score -223396.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -219775.359375 Penalty: 2730.579102
	Iteration 0F: 3 clusters Score -219775.4 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -220799.046875 Penalty: 2730.579102
	Iteration 1F: 3 clusters Score -220799 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -221009.031250 Penalty: 2730.579102
	Iteration 2F: 3 clusters Score -221009 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -221148.921875 Penalty: 2730.579102
	Iteration 3F: 3 clusters Score -221148.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -221273.156250 Penalty: 2730.579102
	Iteration 4Q: 3 clusters Score -221273.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -221382.187500 Penalty: 2730.579102
	Iteration 5Q: 3 clusters Score -221382.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -221493.875000 Penalty: 2730.579102
	Iteration 6Q: 3 clusters Score -221493.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -221621.859375 Penalty: 2730.579102
	Iteration 7Q: 3 clusters Score -221621.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -221773.781250 Penalty: 2730.579102
	Iteration 8Q: 3 clusters Score -221773.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -221936.078125 Penalty: 2730.579102
	Iteration 9Q: 3 clusters Score -221936.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -222137.031250 Penalty: 2730.579102
	Iteration 10Q: 3 clusters Score -222137 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -222355.093750 Penalty: 2730.579102
	Iteration 11Q: 3 clusters Score -222355.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -222553.921875 Penalty: 2730.579102
	Iteration 12Q: 3 clusters Score -222553.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -222761.390625 Penalty: 2730.579102
	Iteration 13Q: 3 clusters Score -222761.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -222869.171875 Penalty: 2730.579102
	Iteration 14Q: 3 clusters Score -222869.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -222919.890625 Penalty: 2730.579102
	Iteration 15Q: 3 clusters Score -222919.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -222941.375000 Penalty: 2730.579102
	Iteration 16Q: 3 clusters Score -222941.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -222956.250000 Penalty: 2730.579102
	Iteration 17Q: 3 clusters Score -222956.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -222968.125000 Penalty: 2730.579102
	Iteration 18Q: 3 clusters Score -222968.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -222973.218750 Penalty: 2730.579102
	Iteration 19Q: 3 clusters Score -222973.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -222978.296875 Penalty: 2730.579102
	Iteration 20F: 3 clusters Score -222978.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -222981.140625 Penalty: 2730.579102
	Iteration 21Q: 3 clusters Score -222981.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -222983.703125 Penalty: 2730.579102
	Iteration 22Q: 3 clusters Score -222983.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -222987.562500 Penalty: 2730.579102
	Iteration 23Q: 3 clusters Score -222987.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -222989.218750 Penalty: 2730.579102
	Iteration 24Q: 3 clusters Score -222989.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -222990.937500 Penalty: 2730.579102
	Iteration 25Q: 3 clusters Score -222990.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -222991.484375 Penalty: 2730.579102
	Iteration 26Q: 3 clusters Score -222991.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -222992.062500 Penalty: 2730.579102
	Iteration 27Q: 3 clusters Score -222992.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -222992.062500 Penalty: 2730.579102
	Iteration 28F: 3 clusters Score -222992.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (59498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59498 members 
Entering Unmasked Estep 
Score: -3092719.500000 Penalty: 1786.475952
	Iteration 0F: 2 clusters Score -3092720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -3053146.250000 Penalty: 3572.951904
	Iteration 0F: 3 clusters Score -3053146 nChanged 28045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -3069231.750000 Penalty: 3572.951904
	Iteration 1F: 3 clusters Score -3069232 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -3070014.750000 Penalty: 3572.951904
	Iteration 2Q: 3 clusters Score -3070015 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -3071251.000000 Penalty: 3572.951904
	Iteration 3Q: 3 clusters Score -3071251 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -3073097.250000 Penalty: 3572.951904
	Iteration 4F: 3 clusters Score -3073097 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -3075859.250000 Penalty: 3572.951904
	Iteration 5F: 3 clusters Score -3075859 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -3079092.500000 Penalty: 3572.951904
	Iteration 6F: 3 clusters Score -3079092 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -3082155.750000 Penalty: 3572.951904
	Iteration 7F: 3 clusters Score -3082156 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
Score: -3084637.750000 Penalty: 3572.951904
	Iteration 8Q: 3 clusters Score -3084638 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 49705 members 
Entering Unmasked Estep 
Score: -3086559.750000 Penalty: 3572.951904
	Iteration 9Q: 3 clusters Score -3086560 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 50990 members 
Entering Unmasked Estep 
Score: -3088113.750000 Penalty: 3572.951904
	Iteration 10Q: 3 clusters Score -3088114 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 51844 members 
Entering Unmasked Estep 
Score: -3089246.500000 Penalty: 3572.951904
	Iteration 11Q: 3 clusters Score -3089246 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 52480 members 
Entering Unmasked Estep 
Score: -3090083.750000 Penalty: 3572.951904
	Iteration 12Q: 3 clusters Score -3090084 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 52891 members 
Entering Unmasked Estep 
Score: -3090530.750000 Penalty: 3572.951904
	Iteration 13Q: 3 clusters Score -3090531 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 53162 members 
Entering Unmasked Estep 
Score: -3090787.750000 Penalty: 3572.951904
	Iteration 14Q: 3 clusters Score -3090788 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 53342 members 
Entering Unmasked Estep 
Score: -3090962.500000 Penalty: 3572.951904
	Iteration 15Q: 3 clusters Score -3090962 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 53513 members 
Entering Unmasked Estep 
Score: -3091063.500000 Penalty: 3572.951904
	Iteration 16Q: 3 clusters Score -3091064 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 53670 members 
Entering Unmasked Estep 
Score: -3091180.500000 Penalty: 3572.951904
	Iteration 17Q: 3 clusters Score -3091180 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 53824 members 
Entering Unmasked Estep 
Score: -3091232.750000 Penalty: 3572.951904
	Iteration 18Q: 3 clusters Score -3091233 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 53939 members 
Entering Unmasked Estep 
Score: -3091271.250000 Penalty: 3572.951904
	Iteration 19Q: 3 clusters Score -3091271 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 54050 members 
Entering Unmasked Estep 
Score: -3091320.750000 Penalty: 3572.951904
	Iteration 20F: 3 clusters Score -3091321 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 54137 members 
Entering Unmasked Estep 
Score: -3091348.250000 Penalty: 3572.951904
	Iteration 21Q: 3 clusters Score -3091348 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 54216 members 
Entering Unmasked Estep 
Score: -3091375.000000 Penalty: 3572.951904
	Iteration 22Q: 3 clusters Score -3091375 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 54290 members 
Entering Unmasked Estep 
Score: -3091383.750000 Penalty: 3572.951904
	Iteration 23Q: 3 clusters Score -3091384 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 54335 members 
Entering Unmasked Estep 
Score: -3091394.750000 Penalty: 3572.951904
	Iteration 24Q: 3 clusters Score -3091395 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 54377 members 
Entering Unmasked Estep 
Score: -3091384.250000 Penalty: 3572.951904
	Iteration 25Q: 3 clusters Score -3091384 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 54405 members 
Entering Unmasked Estep 
Score: -3091391.250000 Penalty: 3572.951904
	Iteration 26Q: 3 clusters Score -3091391 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 54428 members 
Entering Unmasked Estep 
Score: -3091403.250000 Penalty: 3572.951904
	Iteration 27Q: 3 clusters Score -3091403 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 54448 members 
Entering Unmasked Estep 
Score: -3091401.500000 Penalty: 3572.951904
	Iteration 28Q: 3 clusters Score -3091402 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 54485 members 
Entering Unmasked Estep 
Score: -3091404.500000 Penalty: 3572.951904
	Iteration 29Q: 3 clusters Score -3091404 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 54517 members 
Entering Unmasked Estep 
Score: -3091420.000000 Penalty: 3572.951904
	Iteration 30Q: 3 clusters Score -3091420 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 54551 members 
Entering Unmasked Estep 
Score: -3091433.000000 Penalty: 3572.951904
	Iteration 31Q: 3 clusters Score -3091433 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 54578 members 
Entering Unmasked Estep 
Score: -3091429.750000 Penalty: 3572.951904
	Iteration 32Q: 3 clusters Score -3091430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 54600 members 
Entering Unmasked Estep 
Score: -3091435.250000 Penalty: 3572.951904
	Iteration 33Q: 3 clusters Score -3091435 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 54621 members 
Entering Unmasked Estep 
Score: -3091442.250000 Penalty: 3572.951904
	Iteration 34Q: 3 clusters Score -3091442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 54634 members 
Entering Unmasked Estep 
Score: -3091442.750000 Penalty: 3572.951904
	Iteration 35Q: 3 clusters Score -3091443 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 54653 members 
Entering Unmasked Estep 
Score: -3091437.250000 Penalty: 3572.951904
	Iteration 36Q: 3 clusters Score -3091437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 54659 members 
Entering Unmasked Estep 
Score: -3091437.000000 Penalty: 3572.951904
	Iteration 37Q: 3 clusters Score -3091437 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 54674 members 
Entering Unmasked Estep 
Score: -3091440.250000 Penalty: 3572.951904
	Iteration 38Q: 3 clusters Score -3091440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 54687 members 
Entering Unmasked Estep 
Score: -3091448.000000 Penalty: 3572.951904
	Iteration 39Q: 3 clusters Score -3091448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 54705 members 
Entering Unmasked Estep 
Score: -3091453.750000 Penalty: 3572.951904
	Iteration 40F: 3 clusters Score -3091454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 54719 members 
Entering Unmasked Estep 
Score: -3091452.750000 Penalty: 3572.951904
	Iteration 41Q: 3 clusters Score -3091453 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 54737 members 
Entering Unmasked Estep 
Score: -3091451.000000 Penalty: 3572.951904
	Iteration 42Q: 3 clusters Score -3091451 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 54748 members 
Entering Unmasked Estep 
Score: -3091449.750000 Penalty: 3572.951904
	Iteration 43Q: 3 clusters Score -3091450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 54754 members 
Entering Unmasked Estep 
Score: -3091446.250000 Penalty: 3572.951904
	Iteration 44Q: 3 clusters Score -3091446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 54761 members 
Entering Unmasked Estep 
Score: -3091448.500000 Penalty: 3572.951904
	Iteration 45Q: 3 clusters Score -3091448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 54764 members 
Entering Unmasked Estep 
Score: -3091450.000000 Penalty: 3572.951904
	Iteration 46Q: 3 clusters Score -3091450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 54767 members 
Entering Unmasked Estep 
Score: -3091448.500000 Penalty: 3572.951904
	Iteration 47Q: 3 clusters Score -3091448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 54770 members 
Entering Unmasked Estep 
Score: -3091447.250000 Penalty: 3572.951904
	Iteration 48Q: 3 clusters Score -3091447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 54773 members 
Entering Unmasked Estep 
Score: -3091448.500000 Penalty: 3572.951904
	Iteration 49Q: 3 clusters Score -3091448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 54774 members 
Entering Unmasked Estep 
Score: -3091448.000000 Penalty: 3572.951904
	Iteration 50Q: 3 clusters Score -3091448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 54774 members 
Entering Unmasked Estep 
Score: -3091448.000000 Penalty: 3572.951904
	Iteration 51F: 3 clusters Score -3091448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Entering Unmasked Estep 
Score: -152068.000000 Penalty: 1296.475586
	Iteration 0F: 2 clusters Score -152068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -149387.171875 Penalty: 2592.951172
	Iteration 0F: 3 clusters Score -149387.2 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -149976.000000 Penalty: 2592.951172
	Iteration 1F: 3 clusters Score -149976 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -150087.406250 Penalty: 2592.951172
	Iteration 2F: 3 clusters Score -150087.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -150159.437500 Penalty: 2592.951172
	Iteration 3F: 3 clusters Score -150159.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -150207.000000 Penalty: 2592.951172
	Iteration 4Q: 3 clusters Score -150207 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -150232.718750 Penalty: 2592.951172
	Iteration 5Q: 3 clusters Score -150232.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -150253.593750 Penalty: 2592.951172
	Iteration 6Q: 3 clusters Score -150253.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -150268.296875 Penalty: 2592.951172
	Iteration 7Q: 3 clusters Score -150268.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -150279.968750 Penalty: 2592.951172
	Iteration 8Q: 3 clusters Score -150280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -150297.171875 Penalty: 2592.951172
	Iteration 9Q: 3 clusters Score -150297.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -150309.015625 Penalty: 2592.951172
	Iteration 10Q: 3 clusters Score -150309 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -150321.328125 Penalty: 2592.951172
	Iteration 11Q: 3 clusters Score -150321.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -150330.140625 Penalty: 2592.951172
	Iteration 12Q: 3 clusters Score -150330.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -150338.937500 Penalty: 2592.951172
	Iteration 13Q: 3 clusters Score -150338.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -150345.609375 Penalty: 2592.951172
	Iteration 14Q: 3 clusters Score -150345.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -150352.015625 Penalty: 2592.951172
	Iteration 15Q: 3 clusters Score -150352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -150358.062500 Penalty: 2592.951172
	Iteration 16Q: 3 clusters Score -150358.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -150364.421875 Penalty: 2592.951172
	Iteration 17Q: 3 clusters Score -150364.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -150369.968750 Penalty: 2592.951172
	Iteration 18Q: 3 clusters Score -150370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -150373.500000 Penalty: 2592.951172
	Iteration 19Q: 3 clusters Score -150373.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -150375.296875 Penalty: 2592.951172
	Iteration 20F: 3 clusters Score -150375.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -150376.937500 Penalty: 2592.951172
	Iteration 21Q: 3 clusters Score -150376.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -150379.265625 Penalty: 2592.951172
	Iteration 22Q: 3 clusters Score -150379.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -150383.656250 Penalty: 2592.951172
	Iteration 23Q: 3 clusters Score -150383.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -150388.812500 Penalty: 2592.951172
	Iteration 24Q: 3 clusters Score -150388.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -150395.140625 Penalty: 2592.951172
	Iteration 25Q: 3 clusters Score -150395.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -150400.843750 Penalty: 2592.951172
	Iteration 26Q: 3 clusters Score -150400.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -150404.500000 Penalty: 2592.951172
	Iteration 27Q: 3 clusters Score -150404.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -150407.156250 Penalty: 2592.951172
	Iteration 28Q: 3 clusters Score -150407.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -150409.515625 Penalty: 2592.951172
	Iteration 29Q: 3 clusters Score -150409.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -150410.921875 Penalty: 2592.951172
	Iteration 30Q: 3 clusters Score -150410.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -150412.406250 Penalty: 2592.951172
	Iteration 31Q: 3 clusters Score -150412.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -150413.906250 Penalty: 2592.951172
	Iteration 32Q: 3 clusters Score -150413.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -150418.828125 Penalty: 2592.951172
	Iteration 33Q: 3 clusters Score -150418.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -150423.234375 Penalty: 2592.951172
	Iteration 34Q: 3 clusters Score -150423.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -150426.781250 Penalty: 2592.951172
	Iteration 35Q: 3 clusters Score -150426.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -150432.109375 Penalty: 2592.951172
	Iteration 36Q: 3 clusters Score -150432.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -150436.046875 Penalty: 2592.951172
	Iteration 37Q: 3 clusters Score -150436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -150441.875000 Penalty: 2592.951172
	Iteration 38Q: 3 clusters Score -150441.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -150448.546875 Penalty: 2592.951172
	Iteration 39Q: 3 clusters Score -150448.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -150454.468750 Penalty: 2592.951172
	Iteration 40F: 3 clusters Score -150454.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -150463.765625 Penalty: 2592.951172
	Iteration 41Q: 3 clusters Score -150463.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -150473.578125 Penalty: 2592.951172
	Iteration 42Q: 3 clusters Score -150473.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -150481.796875 Penalty: 2592.951172
	Iteration 43Q: 3 clusters Score -150481.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -150488.359375 Penalty: 2592.951172
	Iteration 44Q: 3 clusters Score -150488.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -150498.906250 Penalty: 2592.951172
	Iteration 45Q: 3 clusters Score -150498.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -150506.000000 Penalty: 2592.951172
	Iteration 46Q: 3 clusters Score -150506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -150515.031250 Penalty: 2592.951172
	Iteration 47Q: 3 clusters Score -150515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -150520.921875 Penalty: 2592.951172
	Iteration 48Q: 3 clusters Score -150520.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -150528.500000 Penalty: 2592.951172
	Iteration 49Q: 3 clusters Score -150528.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -150533.953125 Penalty: 2592.951172
	Iteration 50Q: 3 clusters Score -150534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -150538.046875 Penalty: 2592.951172
	Iteration 51Q: 3 clusters Score -150538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -150542.937500 Penalty: 2592.951172
	Iteration 52Q: 3 clusters Score -150542.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -150546.625000 Penalty: 2592.951172
	Iteration 53Q: 3 clusters Score -150546.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -150553.453125 Penalty: 2592.951172
	Iteration 54Q: 3 clusters Score -150553.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -150561.734375 Penalty: 2592.951172
	Iteration 55Q: 3 clusters Score -150561.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -150569.671875 Penalty: 2592.951172
	Iteration 56Q: 3 clusters Score -150569.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -150578.906250 Penalty: 2592.951172
	Iteration 57Q: 3 clusters Score -150578.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -150591.296875 Penalty: 2592.951172
	Iteration 58Q: 3 clusters Score -150591.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -150602.218750 Penalty: 2592.951172
	Iteration 59Q: 3 clusters Score -150602.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -150609.765625 Penalty: 2592.951172
	Iteration 60F: 3 clusters Score -150609.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -150618.343750 Penalty: 2592.951172
	Iteration 61Q: 3 clusters Score -150618.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -150628.078125 Penalty: 2592.951172
	Iteration 62Q: 3 clusters Score -150628.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -150633.890625 Penalty: 2592.951172
	Iteration 63Q: 3 clusters Score -150633.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -150640.781250 Penalty: 2592.951172
	Iteration 64Q: 3 clusters Score -150640.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -150651.156250 Penalty: 2592.951172
	Iteration 65Q: 3 clusters Score -150651.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -150664.203125 Penalty: 2592.951172
	Iteration 66Q: 3 clusters Score -150664.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -150678.671875 Penalty: 2592.951172
	Iteration 67Q: 3 clusters Score -150678.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -150689.796875 Penalty: 2592.951172
	Iteration 68Q: 3 clusters Score -150689.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -150704.375000 Penalty: 2592.951172
	Iteration 69Q: 3 clusters Score -150704.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -150714.937500 Penalty: 2592.951172
	Iteration 70Q: 3 clusters Score -150714.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -150730.796875 Penalty: 2592.951172
	Iteration 71Q: 3 clusters Score -150730.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -150750.625000 Penalty: 2592.951172
	Iteration 72Q: 3 clusters Score -150750.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -150768.765625 Penalty: 2592.951172
	Iteration 73Q: 3 clusters Score -150768.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -150785.250000 Penalty: 2592.951172
	Iteration 74Q: 3 clusters Score -150785.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -150805.640625 Penalty: 2592.951172
	Iteration 75Q: 3 clusters Score -150805.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -150818.890625 Penalty: 2592.951172
	Iteration 76Q: 3 clusters Score -150818.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -150829.156250 Penalty: 2592.951172
	Iteration 77Q: 3 clusters Score -150829.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -150839.968750 Penalty: 2592.951172
	Iteration 78Q: 3 clusters Score -150840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -150851.250000 Penalty: 2592.951172
	Iteration 79Q: 3 clusters Score -150851.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -150869.671875 Penalty: 2592.951172
	Iteration 80F: 3 clusters Score -150869.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -150886.609375 Penalty: 2592.951172
	Iteration 81Q: 3 clusters Score -150886.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -150902.359375 Penalty: 2592.951172
	Iteration 82Q: 3 clusters Score -150902.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -150910.593750 Penalty: 2592.951172
	Iteration 83Q: 3 clusters Score -150910.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -150915.406250 Penalty: 2592.951172
	Iteration 84Q: 3 clusters Score -150915.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -150917.796875 Penalty: 2592.951172
	Iteration 85Q: 3 clusters Score -150917.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -150920.171875 Penalty: 2592.951172
	Iteration 86Q: 3 clusters Score -150920.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -150924.421875 Penalty: 2592.951172
	Iteration 87Q: 3 clusters Score -150924.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -150927.406250 Penalty: 2592.951172
	Iteration 88Q: 3 clusters Score -150927.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -150929.218750 Penalty: 2592.951172
	Iteration 89Q: 3 clusters Score -150929.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -150932.593750 Penalty: 2592.951172
	Iteration 90Q: 3 clusters Score -150932.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -150933.250000 Penalty: 2592.951172
	Iteration 91Q: 3 clusters Score -150933.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -150933.718750 Penalty: 2592.951172
	Iteration 92Q: 3 clusters Score -150933.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -150934.078125 Penalty: 2592.951172
	Iteration 93Q: 3 clusters Score -150934.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -150934.078125 Penalty: 2592.951172
	Iteration 94F: 3 clusters Score -150934.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Entering Unmasked Estep 
Score: -921675.250000 Penalty: 1589.629639
	Iteration 0F: 2 clusters Score -921675.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -909523.187500 Penalty: 3179.259277
	Iteration 0F: 3 clusters Score -909523.2 nChanged 8031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -913924.062500 Penalty: 3179.259277
	Iteration 1F: 3 clusters Score -913924.1 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -914207.875000 Penalty: 3179.259277
	Iteration 2Q: 3 clusters Score -914207.9 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -914494.937500 Penalty: 3179.259277
	Iteration 3Q: 3 clusters Score -914494.9 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -914829.500000 Penalty: 3179.259277
	Iteration 4Q: 3 clusters Score -914829.5 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -915236.687500 Penalty: 3179.259277
	Iteration 5Q: 3 clusters Score -915236.7 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -915796.625000 Penalty: 3179.259277
	Iteration 6F: 3 clusters Score -915796.6 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -916575.312500 Penalty: 3179.259277
	Iteration 7F: 3 clusters Score -916575.3 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -917617.437500 Penalty: 3179.259277
	Iteration 8F: 3 clusters Score -917617.4 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -918701.625000 Penalty: 3179.259277
	Iteration 9F: 3 clusters Score -918701.6 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -919493.062500 Penalty: 3179.259277
	Iteration 10Q: 3 clusters Score -919493.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -919856.562500 Penalty: 3179.259277
	Iteration 11Q: 3 clusters Score -919856.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -919989.062500 Penalty: 3179.259277
	Iteration 12Q: 3 clusters Score -919989.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -920083.437500 Penalty: 3179.259277
	Iteration 13Q: 3 clusters Score -920083.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -920153.500000 Penalty: 3179.259277
	Iteration 14Q: 3 clusters Score -920153.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -920210.187500 Penalty: 3179.259277
	Iteration 15Q: 3 clusters Score -920210.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -920251.687500 Penalty: 3179.259277
	Iteration 16Q: 3 clusters Score -920251.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -920279.562500 Penalty: 3179.259277
	Iteration 17Q: 3 clusters Score -920279.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -920305.875000 Penalty: 3179.259277
	Iteration 18Q: 3 clusters Score -920305.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -920328.687500 Penalty: 3179.259277
	Iteration 19Q: 3 clusters Score -920328.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -920344.375000 Penalty: 3179.259277
	Iteration 20F: 3 clusters Score -920344.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -920361.687500 Penalty: 3179.259277
	Iteration 21Q: 3 clusters Score -920361.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -920370.562500 Penalty: 3179.259277
	Iteration 22Q: 3 clusters Score -920370.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -920383.250000 Penalty: 3179.259277
	Iteration 23Q: 3 clusters Score -920383.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -920396.812500 Penalty: 3179.259277
	Iteration 24Q: 3 clusters Score -920396.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -920403.750000 Penalty: 3179.259277
	Iteration 25Q: 3 clusters Score -920403.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -920409.062500 Penalty: 3179.259277
	Iteration 26Q: 3 clusters Score -920409.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -920416.437500 Penalty: 3179.259277
	Iteration 27Q: 3 clusters Score -920416.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -920420.375000 Penalty: 3179.259277
	Iteration 28Q: 3 clusters Score -920420.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -920424.375000 Penalty: 3179.259277
	Iteration 29Q: 3 clusters Score -920424.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -920428.062500 Penalty: 3179.259277
	Iteration 30Q: 3 clusters Score -920428.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -920428.250000 Penalty: 3179.259277
	Iteration 31Q: 3 clusters Score -920428.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -920430.937500 Penalty: 3179.259277
	Iteration 32Q: 3 clusters Score -920430.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -920437.937500 Penalty: 3179.259277
	Iteration 33Q: 3 clusters Score -920437.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -920441.687500 Penalty: 3179.259277
	Iteration 34Q: 3 clusters Score -920441.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -920444.500000 Penalty: 3179.259277
	Iteration 35Q: 3 clusters Score -920444.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -920450.625000 Penalty: 3179.259277
	Iteration 36Q: 3 clusters Score -920450.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -920457.937500 Penalty: 3179.259277
	Iteration 37Q: 3 clusters Score -920457.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -920459.125000 Penalty: 3179.259277
	Iteration 38Q: 3 clusters Score -920459.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -920462.312500 Penalty: 3179.259277
	Iteration 39Q: 3 clusters Score -920462.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -920462.750000 Penalty: 3179.259277
	Iteration 40F: 3 clusters Score -920462.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -920467.500000 Penalty: 3179.259277
	Iteration 41Q: 3 clusters Score -920467.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -920468.625000 Penalty: 3179.259277
	Iteration 42Q: 3 clusters Score -920468.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -920471.312500 Penalty: 3179.259277
	Iteration 43Q: 3 clusters Score -920471.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -920473.062500 Penalty: 3179.259277
	Iteration 44Q: 3 clusters Score -920473.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -920475.500000 Penalty: 3179.259277
	Iteration 45Q: 3 clusters Score -920475.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -920477.312500 Penalty: 3179.259277
	Iteration 46Q: 3 clusters Score -920477.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -920479.750000 Penalty: 3179.259277
	Iteration 47Q: 3 clusters Score -920479.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -920482.125000 Penalty: 3179.259277
	Iteration 48Q: 3 clusters Score -920482.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -920483.937500 Penalty: 3179.259277
	Iteration 49Q: 3 clusters Score -920483.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -920484.000000 Penalty: 3179.259277
	Iteration 50Q: 3 clusters Score -920484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -920488.000000 Penalty: 3179.259277
	Iteration 51Q: 3 clusters Score -920488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -920491.562500 Penalty: 3179.259277
	Iteration 52Q: 3 clusters Score -920491.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -920496.187500 Penalty: 3179.259277
	Iteration 53Q: 3 clusters Score -920496.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -920497.375000 Penalty: 3179.259277
	Iteration 54Q: 3 clusters Score -920497.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -920500.125000 Penalty: 3179.259277
	Iteration 55Q: 3 clusters Score -920500.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -920502.625000 Penalty: 3179.259277
	Iteration 56Q: 3 clusters Score -920502.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -920512.687500 Penalty: 3179.259277
	Iteration 57Q: 3 clusters Score -920512.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -920515.125000 Penalty: 3179.259277
	Iteration 58Q: 3 clusters Score -920515.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -920519.312500 Penalty: 3179.259277
	Iteration 59Q: 3 clusters Score -920519.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -920526.937500 Penalty: 3179.259277
	Iteration 60F: 3 clusters Score -920526.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -920528.937500 Penalty: 3179.259277
	Iteration 61Q: 3 clusters Score -920528.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -920535.562500 Penalty: 3179.259277
	Iteration 62Q: 3 clusters Score -920535.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -920539.375000 Penalty: 3179.259277
	Iteration 63Q: 3 clusters Score -920539.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -920542.250000 Penalty: 3179.259277
	Iteration 64Q: 3 clusters Score -920542.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -920545.187500 Penalty: 3179.259277
	Iteration 65Q: 3 clusters Score -920545.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -920550.687500 Penalty: 3179.259277
	Iteration 66Q: 3 clusters Score -920550.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -920556.312500 Penalty: 3179.259277
	Iteration 67Q: 3 clusters Score -920556.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -920555.750000 Penalty: 3179.259277
	Iteration 68Q: 3 clusters Score -920555.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -920557.812500 Penalty: 3179.259277
	Iteration 69Q: 3 clusters Score -920557.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -920562.562500 Penalty: 3179.259277
	Iteration 70Q: 3 clusters Score -920562.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -920566.000000 Penalty: 3179.259277
	Iteration 71Q: 3 clusters Score -920566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -920565.937500 Penalty: 3179.259277
	Iteration 72Q: 3 clusters Score -920565.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -920565.187500 Penalty: 3179.259277
	Iteration 73Q: 3 clusters Score -920565.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -920565.375000 Penalty: 3179.259277
	Iteration 74Q: 3 clusters Score -920565.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -920565.375000 Penalty: 3179.259277
	Iteration 75F: 3 clusters Score -920565.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Entering Unmasked Estep 
Score: -553617.812500 Penalty: 1506.256226
	Iteration 0F: 2 clusters Score -553617.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -546041.937500 Penalty: 3012.512451
	Iteration 0F: 3 clusters Score -546041.9 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -548474.562500 Penalty: 3012.512451
	Iteration 1F: 3 clusters Score -548474.6 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -548692.187500 Penalty: 3012.512451
	Iteration 2F: 3 clusters Score -548692.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -548856.500000 Penalty: 3012.512451
	Iteration 3Q: 3 clusters Score -548856.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -549012.812500 Penalty: 3012.512451
	Iteration 4Q: 3 clusters Score -549012.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -549180.187500 Penalty: 3012.512451
	Iteration 5Q: 3 clusters Score -549180.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -549391.750000 Penalty: 3012.512451
	Iteration 6Q: 3 clusters Score -549391.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -549685.875000 Penalty: 3012.512451
	Iteration 7Q: 3 clusters Score -549685.9 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -550081.000000 Penalty: 3012.512451
	Iteration 8F: 3 clusters Score -550081 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -550537.875000 Penalty: 3012.512451
	Iteration 9F: 3 clusters Score -550537.9 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -551097.625000 Penalty: 3012.512451
	Iteration 10F: 3 clusters Score -551097.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -551641.937500 Penalty: 3012.512451
	Iteration 11Q: 3 clusters Score -551641.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -552072.625000 Penalty: 3012.512451
	Iteration 12Q: 3 clusters Score -552072.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -552305.750000 Penalty: 3012.512451
	Iteration 13Q: 3 clusters Score -552305.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -552400.812500 Penalty: 3012.512451
	Iteration 14Q: 3 clusters Score -552400.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -552444.875000 Penalty: 3012.512451
	Iteration 15Q: 3 clusters Score -552444.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -552475.562500 Penalty: 3012.512451
	Iteration 16Q: 3 clusters Score -552475.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -552497.250000 Penalty: 3012.512451
	Iteration 17Q: 3 clusters Score -552497.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -552512.062500 Penalty: 3012.512451
	Iteration 18Q: 3 clusters Score -552512.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -552517.250000 Penalty: 3012.512451
	Iteration 19Q: 3 clusters Score -552517.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -552523.000000 Penalty: 3012.512451
	Iteration 20F: 3 clusters Score -552523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -552525.250000 Penalty: 3012.512451
	Iteration 21Q: 3 clusters Score -552525.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -552527.625000 Penalty: 3012.512451
	Iteration 22Q: 3 clusters Score -552527.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -552530.562500 Penalty: 3012.512451
	Iteration 23Q: 3 clusters Score -552530.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -552530.937500 Penalty: 3012.512451
	Iteration 24Q: 3 clusters Score -552530.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -552530.937500 Penalty: 3012.512451
	Iteration 25Q: 3 clusters Score -552530.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -552530.625000 Penalty: 3012.512451
	Iteration 26Q: 3 clusters Score -552530.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -552532.875000 Penalty: 3012.512451
	Iteration 27Q: 3 clusters Score -552532.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -552532.687500 Penalty: 3012.512451
	Iteration 28Q: 3 clusters Score -552532.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -552532.500000 Penalty: 3012.512451
	Iteration 29Q: 3 clusters Score -552532.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -552534.250000 Penalty: 3012.512451
	Iteration 30Q: 3 clusters Score -552534.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -552533.625000 Penalty: 3012.512451
	Iteration 31Q: 3 clusters Score -552533.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -552534.750000 Penalty: 3012.512451
	Iteration 32Q: 3 clusters Score -552534.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -552534.750000 Penalty: 3012.512451
	Iteration 33F: 3 clusters Score -552534.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Entering Unmasked Estep 
Score: -383684.250000 Penalty: 1440.704834
	Iteration 0F: 2 clusters Score -383684.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -378353.500000 Penalty: 2881.409668
	Iteration 0F: 3 clusters Score -378353.5 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -379904.187500 Penalty: 2881.409668
	Iteration 1F: 3 clusters Score -379904.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -380086.593750 Penalty: 2881.409668
	Iteration 2F: 3 clusters Score -380086.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -380226.031250 Penalty: 2881.409668
	Iteration 3Q: 3 clusters Score -380226 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -380351.562500 Penalty: 2881.409668
	Iteration 4Q: 3 clusters Score -380351.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -380476.093750 Penalty: 2881.409668
	Iteration 5Q: 3 clusters Score -380476.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -380596.093750 Penalty: 2881.409668
	Iteration 6Q: 3 clusters Score -380596.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -380724.812500 Penalty: 2881.409668
	Iteration 7Q: 3 clusters Score -380724.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -380852.281250 Penalty: 2881.409668
	Iteration 8Q: 3 clusters Score -380852.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -380976.750000 Penalty: 2881.409668
	Iteration 9Q: 3 clusters Score -380976.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -381113.781250 Penalty: 2881.409668
	Iteration 10Q: 3 clusters Score -381113.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -381275.031250 Penalty: 2881.409668
	Iteration 11Q: 3 clusters Score -381275 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -381443.562500 Penalty: 2881.409668
	Iteration 12Q: 3 clusters Score -381443.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -381589.750000 Penalty: 2881.409668
	Iteration 13Q: 3 clusters Score -381589.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -381717.093750 Penalty: 2881.409668
	Iteration 14Q: 3 clusters Score -381717.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -381834.281250 Penalty: 2881.409668
	Iteration 15Q: 3 clusters Score -381834.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -381933.500000 Penalty: 2881.409668
	Iteration 16Q: 3 clusters Score -381933.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -381996.750000 Penalty: 2881.409668
	Iteration 17Q: 3 clusters Score -381996.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -382046.718750 Penalty: 2881.409668
	Iteration 18Q: 3 clusters Score -382046.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -382090.281250 Penalty: 2881.409668
	Iteration 19Q: 3 clusters Score -382090.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -382127.562500 Penalty: 2881.409668
	Iteration 20F: 3 clusters Score -382127.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -382157.687500 Penalty: 2881.409668
	Iteration 21Q: 3 clusters Score -382157.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -382187.468750 Penalty: 2881.409668
	Iteration 22Q: 3 clusters Score -382187.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -382208.437500 Penalty: 2881.409668
	Iteration 23Q: 3 clusters Score -382208.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -382240.218750 Penalty: 2881.409668
	Iteration 24Q: 3 clusters Score -382240.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -382261.093750 Penalty: 2881.409668
	Iteration 25Q: 3 clusters Score -382261.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -382277.406250 Penalty: 2881.409668
	Iteration 26Q: 3 clusters Score -382277.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -382286.687500 Penalty: 2881.409668
	Iteration 27Q: 3 clusters Score -382286.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -382298.125000 Penalty: 2881.409668
	Iteration 28Q: 3 clusters Score -382298.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -382308.281250 Penalty: 2881.409668
	Iteration 29Q: 3 clusters Score -382308.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -382318.593750 Penalty: 2881.409668
	Iteration 30Q: 3 clusters Score -382318.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -382329.812500 Penalty: 2881.409668
	Iteration 31Q: 3 clusters Score -382329.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -382337.343750 Penalty: 2881.409668
	Iteration 32Q: 3 clusters Score -382337.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -382345.343750 Penalty: 2881.409668
	Iteration 33Q: 3 clusters Score -382345.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -382347.750000 Penalty: 2881.409668
	Iteration 34Q: 3 clusters Score -382347.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -382351.218750 Penalty: 2881.409668
	Iteration 35Q: 3 clusters Score -382351.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -382353.343750 Penalty: 2881.409668
	Iteration 36Q: 3 clusters Score -382353.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -382355.343750 Penalty: 2881.409668
	Iteration 37Q: 3 clusters Score -382355.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -382356.687500 Penalty: 2881.409668
	Iteration 38Q: 3 clusters Score -382356.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -382358.406250 Penalty: 2881.409668
	Iteration 39Q: 3 clusters Score -382358.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -382358.718750 Penalty: 2881.409668
	Iteration 40F: 3 clusters Score -382358.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -382359.312500 Penalty: 2881.409668
	Iteration 41Q: 3 clusters Score -382359.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -382359.312500 Penalty: 2881.409668
	Iteration 42F: 3 clusters Score -382359.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Entering Unmasked Estep 
Score: -331726.593750 Penalty: 1425.624756
	Iteration 0F: 2 clusters Score -331726.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -326897.468750 Penalty: 2851.249512
	Iteration 0F: 3 clusters Score -326897.5 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -328302.218750 Penalty: 2851.249512
	Iteration 1F: 3 clusters Score -328302.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -328482.062500 Penalty: 2851.249512
	Iteration 2F: 3 clusters Score -328482.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -328588.218750 Penalty: 2851.249512
	Iteration 3Q: 3 clusters Score -328588.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -328671.156250 Penalty: 2851.249512
	Iteration 4Q: 3 clusters Score -328671.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -328738.000000 Penalty: 2851.249512
	Iteration 5Q: 3 clusters Score -328738 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -328797.656250 Penalty: 2851.249512
	Iteration 6Q: 3 clusters Score -328797.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -328846.906250 Penalty: 2851.249512
	Iteration 7Q: 3 clusters Score -328846.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -328903.593750 Penalty: 2851.249512
	Iteration 8Q: 3 clusters Score -328903.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -328971.062500 Penalty: 2851.249512
	Iteration 9Q: 3 clusters Score -328971.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -329045.406250 Penalty: 2851.249512
	Iteration 10Q: 3 clusters Score -329045.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -329110.875000 Penalty: 2851.249512
	Iteration 11Q: 3 clusters Score -329110.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -329183.406250 Penalty: 2851.249512
	Iteration 12Q: 3 clusters Score -329183.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -329258.125000 Penalty: 2851.249512
	Iteration 13Q: 3 clusters Score -329258.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -329329.687500 Penalty: 2851.249512
	Iteration 14Q: 3 clusters Score -329329.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -329409.437500 Penalty: 2851.249512
	Iteration 15Q: 3 clusters Score -329409.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -329496.687500 Penalty: 2851.249512
	Iteration 16Q: 3 clusters Score -329496.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -329576.687500 Penalty: 2851.249512
	Iteration 17Q: 3 clusters Score -329576.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -329647.093750 Penalty: 2851.249512
	Iteration 18Q: 3 clusters Score -329647.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -329707.687500 Penalty: 2851.249512
	Iteration 19Q: 3 clusters Score -329707.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -329756.906250 Penalty: 2851.249512
	Iteration 20F: 3 clusters Score -329756.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -329804.906250 Penalty: 2851.249512
	Iteration 21Q: 3 clusters Score -329804.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -329862.218750 Penalty: 2851.249512
	Iteration 22Q: 3 clusters Score -329862.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -329924.437500 Penalty: 2851.249512
	Iteration 23Q: 3 clusters Score -329924.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -329986.000000 Penalty: 2851.249512
	Iteration 24Q: 3 clusters Score -329986 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -330051.250000 Penalty: 2851.249512
	Iteration 25Q: 3 clusters Score -330051.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -330110.593750 Penalty: 2851.249512
	Iteration 26Q: 3 clusters Score -330110.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -330179.187500 Penalty: 2851.249512
	Iteration 27Q: 3 clusters Score -330179.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -330244.718750 Penalty: 2851.249512
	Iteration 28Q: 3 clusters Score -330244.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -330306.750000 Penalty: 2851.249512
	Iteration 29Q: 3 clusters Score -330306.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -330365.562500 Penalty: 2851.249512
	Iteration 30Q: 3 clusters Score -330365.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -330430.593750 Penalty: 2851.249512
	Iteration 31Q: 3 clusters Score -330430.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -330471.468750 Penalty: 2851.249512
	Iteration 32Q: 3 clusters Score -330471.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -330494.281250 Penalty: 2851.249512
	Iteration 33Q: 3 clusters Score -330494.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -330515.593750 Penalty: 2851.249512
	Iteration 34Q: 3 clusters Score -330515.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -330537.218750 Penalty: 2851.249512
	Iteration 35Q: 3 clusters Score -330537.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -330560.468750 Penalty: 2851.249512
	Iteration 36Q: 3 clusters Score -330560.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -330579.437500 Penalty: 2851.249512
	Iteration 37Q: 3 clusters Score -330579.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -330588.500000 Penalty: 2851.249512
	Iteration 38Q: 3 clusters Score -330588.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -330593.531250 Penalty: 2851.249512
	Iteration 39Q: 3 clusters Score -330593.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -330599.843750 Penalty: 2851.249512
	Iteration 40F: 3 clusters Score -330599.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -330603.312500 Penalty: 2851.249512
	Iteration 41Q: 3 clusters Score -330603.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -330608.281250 Penalty: 2851.249512
	Iteration 42Q: 3 clusters Score -330608.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -330613.062500 Penalty: 2851.249512
	Iteration 43Q: 3 clusters Score -330613.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -330618.437500 Penalty: 2851.249512
	Iteration 44Q: 3 clusters Score -330618.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -330622.062500 Penalty: 2851.249512
	Iteration 45Q: 3 clusters Score -330622.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -330622.937500 Penalty: 2851.249512
	Iteration 46Q: 3 clusters Score -330622.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -330625.343750 Penalty: 2851.249512
	Iteration 47Q: 3 clusters Score -330625.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -330628.000000 Penalty: 2851.249512
	Iteration 48Q: 3 clusters Score -330628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -330632.468750 Penalty: 2851.249512
	Iteration 49Q: 3 clusters Score -330632.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -330634.812500 Penalty: 2851.249512
	Iteration 50Q: 3 clusters Score -330634.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -330637.406250 Penalty: 2851.249512
	Iteration 51Q: 3 clusters Score -330637.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -330636.750000 Penalty: 2851.249512
	Iteration 52Q: 3 clusters Score -330636.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -330639.125000 Penalty: 2851.249512
	Iteration 53Q: 3 clusters Score -330639.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -330639.218750 Penalty: 2851.249512
	Iteration 54Q: 3 clusters Score -330639.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -330639.375000 Penalty: 2851.249512
	Iteration 55Q: 3 clusters Score -330639.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -330639.468750 Penalty: 2851.249512
	Iteration 56Q: 3 clusters Score -330639.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -330639.468750 Penalty: 2851.249512
	Iteration 57F: 3 clusters Score -330639.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Entering Unmasked Estep 
Score: -131179.968750 Penalty: 1269.248169
	Iteration 0F: 2 clusters Score -131180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -128766.742188 Penalty: 2538.496338
	Iteration 0F: 3 clusters Score -128766.7 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -129302.796875 Penalty: 2538.496338
	Iteration 1F: 3 clusters Score -129302.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -129406.156250 Penalty: 2538.496338
	Iteration 2F: 3 clusters Score -129406.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -129458.062500 Penalty: 2538.496338
	Iteration 3Q: 3 clusters Score -129458.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -129497.015625 Penalty: 2538.496338
	Iteration 4Q: 3 clusters Score -129497 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -129526.226562 Penalty: 2538.496338
	Iteration 5Q: 3 clusters Score -129526.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -129543.296875 Penalty: 2538.496338
	Iteration 6Q: 3 clusters Score -129543.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -129550.921875 Penalty: 2538.496338
	Iteration 7Q: 3 clusters Score -129550.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -129557.484375 Penalty: 2538.496338
	Iteration 8Q: 3 clusters Score -129557.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -129562.945312 Penalty: 2538.496338
	Iteration 9Q: 3 clusters Score -129562.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -129567.695312 Penalty: 2538.496338
	Iteration 10Q: 3 clusters Score -129567.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -129571.335938 Penalty: 2538.496338
	Iteration 11Q: 3 clusters Score -129571.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -129574.765625 Penalty: 2538.496338
	Iteration 12Q: 3 clusters Score -129574.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -129577.460938 Penalty: 2538.496338
	Iteration 13Q: 3 clusters Score -129577.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -129581.390625 Penalty: 2538.496338
	Iteration 14Q: 3 clusters Score -129581.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -129584.710938 Penalty: 2538.496338
	Iteration 15Q: 3 clusters Score -129584.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -129587.226562 Penalty: 2538.496338
	Iteration 16Q: 3 clusters Score -129587.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -129588.148438 Penalty: 2538.496338
	Iteration 17Q: 3 clusters Score -129588.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -129589.125000 Penalty: 2538.496338
	Iteration 18Q: 3 clusters Score -129589.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -129589.679688 Penalty: 2538.496338
	Iteration 19Q: 3 clusters Score -129589.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -129590.289062 Penalty: 2538.496338
	Iteration 20F: 3 clusters Score -129590.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -129591.187500 Penalty: 2538.496338
	Iteration 21Q: 3 clusters Score -129591.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -129591.937500 Penalty: 2538.496338
	Iteration 22Q: 3 clusters Score -129591.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -129594.296875 Penalty: 2538.496338
	Iteration 23Q: 3 clusters Score -129594.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -129598.390625 Penalty: 2538.496338
	Iteration 24Q: 3 clusters Score -129598.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -129602.710938 Penalty: 2538.496338
	Iteration 25Q: 3 clusters Score -129602.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -129604.414062 Penalty: 2538.496338
	Iteration 26Q: 3 clusters Score -129604.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -129605.390625 Penalty: 2538.496338
	Iteration 27Q: 3 clusters Score -129605.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -129605.718750 Penalty: 2538.496338
	Iteration 28Q: 3 clusters Score -129605.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -129605.843750 Penalty: 2538.496338
	Iteration 29Q: 3 clusters Score -129605.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -129605.843750 Penalty: 2538.496338
	Iteration 30F: 3 clusters Score -129605.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Entering Unmasked Estep 
Score: -90786.062500 Penalty: 1212.889771
	Iteration 0F: 2 clusters Score -90786.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -88840.445312 Penalty: 2425.779541
	Iteration 0F: 3 clusters Score -88840.45 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -89239.000000 Penalty: 2425.779541
	Iteration 1F: 3 clusters Score -89239 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -89340.632812 Penalty: 2425.779541
	Iteration 2F: 3 clusters Score -89340.63 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -89396.195312 Penalty: 2425.779541
	Iteration 3Q: 3 clusters Score -89396.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -89438.710938 Penalty: 2425.779541
	Iteration 4Q: 3 clusters Score -89438.71 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -89459.929688 Penalty: 2425.779541
	Iteration 5Q: 3 clusters Score -89459.93 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -89474.296875 Penalty: 2425.779541
	Iteration 6Q: 3 clusters Score -89474.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -89483.554688 Penalty: 2425.779541
	Iteration 7Q: 3 clusters Score -89483.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -89493.078125 Penalty: 2425.779541
	Iteration 8Q: 3 clusters Score -89493.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -89502.273438 Penalty: 2425.779541
	Iteration 9Q: 3 clusters Score -89502.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -89511.273438 Penalty: 2425.779541
	Iteration 10Q: 3 clusters Score -89511.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -89517.796875 Penalty: 2425.779541
	Iteration 11Q: 3 clusters Score -89517.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -89522.398438 Penalty: 2425.779541
	Iteration 12Q: 3 clusters Score -89522.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -89526.531250 Penalty: 2425.779541
	Iteration 13Q: 3 clusters Score -89526.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -89531.492188 Penalty: 2425.779541
	Iteration 14Q: 3 clusters Score -89531.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -89535.546875 Penalty: 2425.779541
	Iteration 15Q: 3 clusters Score -89535.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -89540.554688 Penalty: 2425.779541
	Iteration 16Q: 3 clusters Score -89540.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -89547.023438 Penalty: 2425.779541
	Iteration 17Q: 3 clusters Score -89547.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -89551.851562 Penalty: 2425.779541
	Iteration 18Q: 3 clusters Score -89551.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -89557.031250 Penalty: 2425.779541
	Iteration 19Q: 3 clusters Score -89557.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -89565.539062 Penalty: 2425.779541
	Iteration 20F: 3 clusters Score -89565.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -89581.632812 Penalty: 2425.779541
	Iteration 21Q: 3 clusters Score -89581.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -89596.851562 Penalty: 2425.779541
	Iteration 22Q: 3 clusters Score -89596.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -89615.203125 Penalty: 2425.779541
	Iteration 23Q: 3 clusters Score -89615.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -89624.679688 Penalty: 2425.779541
	Iteration 24Q: 3 clusters Score -89624.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -89632.593750 Penalty: 2425.779541
	Iteration 25Q: 3 clusters Score -89632.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -89640.929688 Penalty: 2425.779541
	Iteration 26Q: 3 clusters Score -89640.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -89649.140625 Penalty: 2425.779541
	Iteration 27Q: 3 clusters Score -89649.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -89658.921875 Penalty: 2425.779541
	Iteration 28Q: 3 clusters Score -89658.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -89663.398438 Penalty: 2425.779541
	Iteration 29Q: 3 clusters Score -89663.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -89668.460938 Penalty: 2425.779541
	Iteration 30Q: 3 clusters Score -89668.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -89672.476562 Penalty: 2425.779541
	Iteration 31Q: 3 clusters Score -89672.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -89678.320312 Penalty: 2425.779541
	Iteration 32Q: 3 clusters Score -89678.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -89682.906250 Penalty: 2425.779541
	Iteration 33Q: 3 clusters Score -89682.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -89687.664062 Penalty: 2425.779541
	Iteration 34Q: 3 clusters Score -89687.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -89697.210938 Penalty: 2425.779541
	Iteration 35Q: 3 clusters Score -89697.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -89705.203125 Penalty: 2425.779541
	Iteration 36Q: 3 clusters Score -89705.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -89712.523438 Penalty: 2425.779541
	Iteration 37Q: 3 clusters Score -89712.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -89719.210938 Penalty: 2425.779541
	Iteration 38Q: 3 clusters Score -89719.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -89723.375000 Penalty: 2425.779541
	Iteration 39Q: 3 clusters Score -89723.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -89725.453125 Penalty: 2425.779541
	Iteration 40F: 3 clusters Score -89725.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -89727.468750 Penalty: 2425.779541
	Iteration 41Q: 3 clusters Score -89727.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -89729.132812 Penalty: 2425.779541
	Iteration 42Q: 3 clusters Score -89729.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -89732.617188 Penalty: 2425.779541
	Iteration 43Q: 3 clusters Score -89732.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -89736.273438 Penalty: 2425.779541
	Iteration 44Q: 3 clusters Score -89736.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -89738.195312 Penalty: 2425.779541
	Iteration 45Q: 3 clusters Score -89738.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -89738.195312 Penalty: 2425.779541
	Iteration 46F: 3 clusters Score -89738.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (310414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310414 members 
Entering Unmasked Estep 
Score: -15849908.000000 Penalty: 2054.920166
	Iteration 0F: 2 clusters Score -1.584991e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155652 members 
Mstep: Class 2 contains 154762 members 
Entering Unmasked Estep 
Score: -15639856.000000 Penalty: 4109.840332
	Iteration 0F: 3 clusters Score -1.563986e+07 nChanged 151496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166384 members 
Mstep: Class 2 contains 144030 members 
Entering Unmasked Estep 
Score: -15732834.000000 Penalty: 4109.840332
	Iteration 1F: 3 clusters Score -1.573283e+07 nChanged 11394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174020 members 
Mstep: Class 2 contains 136394 members 
Entering Unmasked Estep 
Score: -15736462.000000 Penalty: 4109.840332
	Iteration 2Q: 3 clusters Score -1.573646e+07 nChanged 14597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185703 members 
Mstep: Class 2 contains 124711 members 
Entering Unmasked Estep 
Score: -15742863.000000 Penalty: 4109.840332
	Iteration 3Q: 3 clusters Score -1.574286e+07 nChanged 18964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202377 members 
Mstep: Class 2 contains 108037 members 
Entering Unmasked Estep 
Score: -15754724.000000 Penalty: 4109.840332
	Iteration 4F: 3 clusters Score -1.575472e+07 nChanged 23396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224231 members 
Mstep: Class 2 contains 86183 members 
Entering Unmasked Estep 
Score: -15773086.000000 Penalty: 4109.840332
	Iteration 5F: 3 clusters Score -1.577309e+07 nChanged 24485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247788 members 
Mstep: Class 2 contains 62626 members 
Entering Unmasked Estep 
Score: -15795416.000000 Penalty: 4109.840332
	Iteration 6F: 3 clusters Score -1.579542e+07 nChanged 20437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267579 members 
Mstep: Class 2 contains 42835 members 
Entering Unmasked Estep 
Score: -15814609.000000 Penalty: 4109.840332
	Iteration 7F: 3 clusters Score -1.581461e+07 nChanged 14294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281361 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -15827727.000000 Penalty: 4109.840332
	Iteration 8Q: 3 clusters Score -1.582773e+07 nChanged 9033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290060 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -15835729.000000 Penalty: 4109.840332
	Iteration 9Q: 3 clusters Score -1.583573e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295650 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -15840641.000000 Penalty: 4109.840332
	Iteration 10Q: 3 clusters Score -1.584064e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299277 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -15843728.000000 Penalty: 4109.840332
	Iteration 11Q: 3 clusters Score -1.584373e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301620 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -15845647.000000 Penalty: 4109.840332
	Iteration 12Q: 3 clusters Score -1.584565e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303165 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -15846780.000000 Penalty: 4109.840332
	Iteration 13Q: 3 clusters Score -1.584678e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304149 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -15847545.000000 Penalty: 4109.840332
	Iteration 14Q: 3 clusters Score -1.584754e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304763 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -15848004.000000 Penalty: 4109.840332
	Iteration 15Q: 3 clusters Score -1.5848e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305157 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -15848284.000000 Penalty: 4109.840332
	Iteration 16Q: 3 clusters Score -1.584828e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305437 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -15848452.000000 Penalty: 4109.840332
	Iteration 17Q: 3 clusters Score -1.584845e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305653 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -15848586.000000 Penalty: 4109.840332
	Iteration 18Q: 3 clusters Score -1.584859e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305811 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -15848667.000000 Penalty: 4109.840332
	Iteration 19Q: 3 clusters Score -1.584867e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305958 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -15848736.000000 Penalty: 4109.840332
	Iteration 20F: 3 clusters Score -1.584874e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306071 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -15848775.000000 Penalty: 4109.840332
	Iteration 21Q: 3 clusters Score -1.584878e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306157 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -15848811.000000 Penalty: 4109.840332
	Iteration 22Q: 3 clusters Score -1.584881e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306232 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -15848838.000000 Penalty: 4109.840332
	Iteration 23Q: 3 clusters Score -1.584884e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306298 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -15848847.000000 Penalty: 4109.840332
	Iteration 24Q: 3 clusters Score -1.584885e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306352 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -15848865.000000 Penalty: 4109.840332
	Iteration 25Q: 3 clusters Score -1.584886e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306402 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -15848886.000000 Penalty: 4109.840332
	Iteration 26Q: 3 clusters Score -1.584889e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306446 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -15848917.000000 Penalty: 4109.840332
	Iteration 27Q: 3 clusters Score -1.584892e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306485 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -15848905.000000 Penalty: 4109.840332
	Iteration 28Q: 3 clusters Score -1.58489e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306503 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -15848923.000000 Penalty: 4109.840332
	Iteration 29Q: 3 clusters Score -1.584892e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306510 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -15848938.000000 Penalty: 4109.840332
	Iteration 30Q: 3 clusters Score -1.584894e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306516 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -15848962.000000 Penalty: 4109.840332
	Iteration 31Q: 3 clusters Score -1.584896e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306536 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -15848965.000000 Penalty: 4109.840332
	Iteration 32Q: 3 clusters Score -1.584896e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306555 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -15848982.000000 Penalty: 4109.840332
	Iteration 33Q: 3 clusters Score -1.584898e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306560 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -15848995.000000 Penalty: 4109.840332
	Iteration 34Q: 3 clusters Score -1.5849e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306580 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -15849001.000000 Penalty: 4109.840332
	Iteration 35Q: 3 clusters Score -1.5849e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306584 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -15848979.000000 Penalty: 4109.840332
	Iteration 36Q: 3 clusters Score -1.584898e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306591 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -15848990.000000 Penalty: 4109.840332
	Iteration 37Q: 3 clusters Score -1.584899e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306605 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -15848972.000000 Penalty: 4109.840332
	Iteration 38Q: 3 clusters Score -1.584897e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306612 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -15848979.000000 Penalty: 4109.840332
	Iteration 39Q: 3 clusters Score -1.584898e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306624 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -15848984.000000 Penalty: 4109.840332
	Iteration 40F: 3 clusters Score -1.584898e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306635 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -15848976.000000 Penalty: 4109.840332
	Iteration 41Q: 3 clusters Score -1.584898e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306646 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -15848980.000000 Penalty: 4109.840332
	Iteration 42Q: 3 clusters Score -1.584898e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306655 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -15848975.000000 Penalty: 4109.840332
	Iteration 43Q: 3 clusters Score -1.584898e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306667 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -15848985.000000 Penalty: 4109.840332
	Iteration 44Q: 3 clusters Score -1.584898e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306679 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -15848981.000000 Penalty: 4109.840332
	Iteration 45Q: 3 clusters Score -1.584898e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306677 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -15848985.000000 Penalty: 4109.840332
	Iteration 46Q: 3 clusters Score -1.584898e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306682 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -15848986.000000 Penalty: 4109.840332
	Iteration 47Q: 3 clusters Score -1.584899e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306679 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -15848979.000000 Penalty: 4109.840332
	Iteration 48Q: 3 clusters Score -1.584898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306676 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -15848974.000000 Penalty: 4109.840332
	Iteration 49Q: 3 clusters Score -1.584897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306681 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -15848979.000000 Penalty: 4109.840332
	Iteration 50Q: 3 clusters Score -1.584898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306679 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -15848970.000000 Penalty: 4109.840332
	Iteration 51Q: 3 clusters Score -1.584897e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306674 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -15848978.000000 Penalty: 4109.840332
	Iteration 52Q: 3 clusters Score -1.584898e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306673 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -15848981.000000 Penalty: 4109.840332
	Iteration 53Q: 3 clusters Score -1.584898e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306673 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -15848978.000000 Penalty: 4109.840332
	Iteration 54Q: 3 clusters Score -1.584898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306673 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -15848967.000000 Penalty: 4109.840332
	Iteration 55Q: 3 clusters Score -1.584897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306670 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -15848968.000000 Penalty: 4109.840332
	Iteration 56Q: 3 clusters Score -1.584897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306668 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -15848973.000000 Penalty: 4109.840332
	Iteration 57Q: 3 clusters Score -1.584897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306669 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -15848977.000000 Penalty: 4109.840332
	Iteration 58Q: 3 clusters Score -1.584898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306669 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -15848977.000000 Penalty: 4109.840332
	Iteration 59Q: 3 clusters Score -1.584898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306670 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -15848988.000000 Penalty: 4109.840332
	Iteration 60F: 3 clusters Score -1.584899e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306672 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -15848977.000000 Penalty: 4109.840332
	Iteration 61Q: 3 clusters Score -1.584898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306675 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -15848983.000000 Penalty: 4109.840332
	Iteration 62Q: 3 clusters Score -1.584898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306682 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -15848976.000000 Penalty: 4109.840332
	Iteration 63Q: 3 clusters Score -1.584898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306683 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -15848976.000000 Penalty: 4109.840332
	Iteration 64Q: 3 clusters Score -1.584898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306687 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -15848985.000000 Penalty: 4109.840332
	Iteration 65Q: 3 clusters Score -1.584898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306690 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -15848997.000000 Penalty: 4109.840332
	Iteration 66Q: 3 clusters Score -1.5849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306696 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -15849010.000000 Penalty: 4109.840332
	Iteration 67Q: 3 clusters Score -1.584901e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306703 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -15848993.000000 Penalty: 4109.840332
	Iteration 68Q: 3 clusters Score -1.584899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306705 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -15848995.000000 Penalty: 4109.840332
	Iteration 69Q: 3 clusters Score -1.5849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306710 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -15848984.000000 Penalty: 4109.840332
	Iteration 70Q: 3 clusters Score -1.584898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306713 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -15848995.000000 Penalty: 4109.840332
	Iteration 71Q: 3 clusters Score -1.5849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306712 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -15848999.000000 Penalty: 4109.840332
	Iteration 72Q: 3 clusters Score -1.5849e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306712 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -15848999.000000 Penalty: 4109.840332
	Iteration 73Q: 3 clusters Score -1.5849e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306716 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -15849002.000000 Penalty: 4109.840332
	Iteration 74Q: 3 clusters Score -1.5849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306721 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -15849002.000000 Penalty: 4109.840332
	Iteration 75Q: 3 clusters Score -1.5849e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306722 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -15848992.000000 Penalty: 4109.840332
	Iteration 76Q: 3 clusters Score -1.584899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306724 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -15848995.000000 Penalty: 4109.840332
	Iteration 77Q: 3 clusters Score -1.5849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306726 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -15849016.000000 Penalty: 4109.840332
	Iteration 78Q: 3 clusters Score -1.584902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306728 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -15849005.000000 Penalty: 4109.840332
	Iteration 79Q: 3 clusters Score -1.5849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306731 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -15849012.000000 Penalty: 4109.840332
	Iteration 80F: 3 clusters Score -1.584901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306731 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -15849006.000000 Penalty: 4109.840332
	Iteration 81Q: 3 clusters Score -1.584901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306731 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -15849000.000000 Penalty: 4109.840332
	Iteration 82Q: 3 clusters Score -1.5849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306728 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -15849014.000000 Penalty: 4109.840332
	Iteration 83Q: 3 clusters Score -1.584901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306726 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -15849004.000000 Penalty: 4109.840332
	Iteration 84Q: 3 clusters Score -1.5849e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306724 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -15849005.000000 Penalty: 4109.840332
	Iteration 85Q: 3 clusters Score -1.5849e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306724 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -15849005.000000 Penalty: 4109.840332
	Iteration 86F: 3 clusters Score -1.5849e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Entering Unmasked Estep 
Score: -828459.062500 Penalty: 1568.837524
	Iteration 0F: 2 clusters Score -828459.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -817709.937500 Penalty: 3137.675049
	Iteration 0F: 3 clusters Score -817709.9 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -821442.500000 Penalty: 3137.675049
	Iteration 1F: 3 clusters Score -821442.5 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -821829.437500 Penalty: 3137.675049
	Iteration 2F: 3 clusters Score -821829.4 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -822221.625000 Penalty: 3137.675049
	Iteration 3F: 3 clusters Score -822221.6 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -822673.812500 Penalty: 3137.675049
	Iteration 4F: 3 clusters Score -822673.8 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -823248.187500 Penalty: 3137.675049
	Iteration 5F: 3 clusters Score -823248.2 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -824025.687500 Penalty: 3137.675049
	Iteration 6F: 3 clusters Score -824025.7 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -824887.250000 Penalty: 3137.675049
	Iteration 7F: 3 clusters Score -824887.2 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -825724.375000 Penalty: 3137.675049
	Iteration 8F: 3 clusters Score -825724.4 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -826475.125000 Penalty: 3137.675049
	Iteration 9Q: 3 clusters Score -826475.1 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -827192.687500 Penalty: 3137.675049
	Iteration 10Q: 3 clusters Score -827192.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -827747.250000 Penalty: 3137.675049
	Iteration 11Q: 3 clusters Score -827747.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -828160.750000 Penalty: 3137.675049
	Iteration 12Q: 3 clusters Score -828160.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -828376.250000 Penalty: 3137.675049
	Iteration 13Q: 3 clusters Score -828376.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -828517.312500 Penalty: 3137.675049
	Iteration 14Q: 3 clusters Score -828517.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -828629.312500 Penalty: 3137.675049
	Iteration 15Q: 3 clusters Score -828629.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -828734.687500 Penalty: 3137.675049
	Iteration 16Q: 3 clusters Score -828734.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -828820.250000 Penalty: 3137.675049
	Iteration 17Q: 3 clusters Score -828820.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -828893.812500 Penalty: 3137.675049
	Iteration 18Q: 3 clusters Score -828893.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -828950.562500 Penalty: 3137.675049
	Iteration 19Q: 3 clusters Score -828950.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -828994.375000 Penalty: 3137.675049
	Iteration 20F: 3 clusters Score -828994.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -829044.312500 Penalty: 3137.675049
	Iteration 21Q: 3 clusters Score -829044.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -829093.625000 Penalty: 3137.675049
	Iteration 22Q: 3 clusters Score -829093.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -829119.125000 Penalty: 3137.675049
	Iteration 23Q: 3 clusters Score -829119.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -829140.125000 Penalty: 3137.675049
	Iteration 24Q: 3 clusters Score -829140.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -829155.000000 Penalty: 3137.675049
	Iteration 25Q: 3 clusters Score -829155 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -829165.375000 Penalty: 3137.675049
	Iteration 26Q: 3 clusters Score -829165.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -829168.000000 Penalty: 3137.675049
	Iteration 27Q: 3 clusters Score -829168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -829169.437500 Penalty: 3137.675049
	Iteration 28Q: 3 clusters Score -829169.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -829168.000000 Penalty: 3137.675049
	Iteration 29Q: 3 clusters Score -829168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -829169.062500 Penalty: 3137.675049
	Iteration 30Q: 3 clusters Score -829169.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -829170.687500 Penalty: 3137.675049
	Iteration 31Q: 3 clusters Score -829170.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -829173.187500 Penalty: 3137.675049
	Iteration 32Q: 3 clusters Score -829173.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -829170.125000 Penalty: 3137.675049
	Iteration 33Q: 3 clusters Score -829170.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -829169.750000 Penalty: 3137.675049
	Iteration 34Q: 3 clusters Score -829169.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -829171.187500 Penalty: 3137.675049
	Iteration 35Q: 3 clusters Score -829171.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -829173.312500 Penalty: 3137.675049
	Iteration 36Q: 3 clusters Score -829173.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -829173.437500 Penalty: 3137.675049
	Iteration 37Q: 3 clusters Score -829173.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -829173.125000 Penalty: 3137.675049
	Iteration 38Q: 3 clusters Score -829173.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -829173.125000 Penalty: 3137.675049
	Iteration 39F: 3 clusters Score -829173.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4455 members 
Mstep: Class 3 contains 59498 members 
Mstep: Class 4 contains 2917 members 
Mstep: Class 5 contains 3581 members 
Mstep: Class 6 contains 17718 members 
Mstep: Class 7 contains 10607 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 6458 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 15 contains 1744 members 
Mstep: Class 16 contains 310414 members 
Mstep: Class 17 contains 12009 members 
Mstep: Class 18 contains 9543 members 
Mstep: Class 20 contains 5796 members 
Mstep: Class 21 contains 6864 members 
Entering Unmasked Estep 
Score: -23149086.000000 Penalty: 33916.507812
Splitting cluster 17 changes total score from -23148638.000000 to -23149086.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 18 (9543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Entering Unmasked Estep 
Score: -498837.375000 Penalty: 1489.078979
	Iteration 0F: 2 clusters Score -498837.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -491954.531250 Penalty: 2978.157959
	Iteration 0F: 3 clusters Score -491954.5 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -494108.093750 Penalty: 2978.157959
	Iteration 1F: 3 clusters Score -494108.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -494252.812500 Penalty: 2978.157959
	Iteration 2Q: 3 clusters Score -494252.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -494364.531250 Penalty: 2978.157959
	Iteration 3Q: 3 clusters Score -494364.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -494470.812500 Penalty: 2978.157959
	Iteration 4Q: 3 clusters Score -494470.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -494550.781250 Penalty: 2978.157959
	Iteration 5Q: 3 clusters Score -494550.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -494624.281250 Penalty: 2978.157959
	Iteration 6Q: 3 clusters Score -494624.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -494693.125000 Penalty: 2978.157959
	Iteration 7Q: 3 clusters Score -494693.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -494742.125000 Penalty: 2978.157959
	Iteration 8Q: 3 clusters Score -494742.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -494795.218750 Penalty: 2978.157959
	Iteration 9Q: 3 clusters Score -494795.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -494853.531250 Penalty: 2978.157959
	Iteration 10Q: 3 clusters Score -494853.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -494910.625000 Penalty: 2978.157959
	Iteration 11Q: 3 clusters Score -494910.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -494979.250000 Penalty: 2978.157959
	Iteration 12Q: 3 clusters Score -494979.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -495065.937500 Penalty: 2978.157959
	Iteration 13Q: 3 clusters Score -495065.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -495189.843750 Penalty: 2978.157959
	Iteration 14Q: 3 clusters Score -495189.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -495360.343750 Penalty: 2978.157959
	Iteration 15Q: 3 clusters Score -495360.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -495612.406250 Penalty: 2978.157959
	Iteration 16Q: 3 clusters Score -495612.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -495971.625000 Penalty: 2978.157959
	Iteration 17Q: 3 clusters Score -495971.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -496345.781250 Penalty: 2978.157959
	Iteration 18F: 3 clusters Score -496345.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -496649.937500 Penalty: 2978.157959
	Iteration 19Q: 3 clusters Score -496649.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -496823.000000 Penalty: 2978.157959
	Iteration 20F: 3 clusters Score -496823 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -496945.375000 Penalty: 2978.157959
	Iteration 21Q: 3 clusters Score -496945.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -497034.281250 Penalty: 2978.157959
	Iteration 22Q: 3 clusters Score -497034.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -497106.437500 Penalty: 2978.157959
	Iteration 23Q: 3 clusters Score -497106.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -497161.937500 Penalty: 2978.157959
	Iteration 24Q: 3 clusters Score -497161.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -497221.062500 Penalty: 2978.157959
	Iteration 25Q: 3 clusters Score -497221.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -497280.718750 Penalty: 2978.157959
	Iteration 26Q: 3 clusters Score -497280.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -497337.312500 Penalty: 2978.157959
	Iteration 27Q: 3 clusters Score -497337.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -497379.250000 Penalty: 2978.157959
	Iteration 28Q: 3 clusters Score -497379.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -497409.312500 Penalty: 2978.157959
	Iteration 29Q: 3 clusters Score -497409.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -497434.218750 Penalty: 2978.157959
	Iteration 30Q: 3 clusters Score -497434.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -497448.937500 Penalty: 2978.157959
	Iteration 31Q: 3 clusters Score -497448.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -497464.437500 Penalty: 2978.157959
	Iteration 32Q: 3 clusters Score -497464.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -497477.750000 Penalty: 2978.157959
	Iteration 33Q: 3 clusters Score -497477.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -497489.000000 Penalty: 2978.157959
	Iteration 34Q: 3 clusters Score -497489 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -497497.656250 Penalty: 2978.157959
	Iteration 35Q: 3 clusters Score -497497.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -497504.531250 Penalty: 2978.157959
	Iteration 36Q: 3 clusters Score -497504.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -497512.437500 Penalty: 2978.157959
	Iteration 37Q: 3 clusters Score -497512.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -497520.125000 Penalty: 2978.157959
	Iteration 38Q: 3 clusters Score -497520.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -497529.406250 Penalty: 2978.157959
	Iteration 39Q: 3 clusters Score -497529.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -497537.843750 Penalty: 2978.157959
	Iteration 40F: 3 clusters Score -497537.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -497547.656250 Penalty: 2978.157959
	Iteration 41Q: 3 clusters Score -497547.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -497555.812500 Penalty: 2978.157959
	Iteration 42Q: 3 clusters Score -497555.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -497563.187500 Penalty: 2978.157959
	Iteration 43Q: 3 clusters Score -497563.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -497568.093750 Penalty: 2978.157959
	Iteration 44Q: 3 clusters Score -497568.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -497573.687500 Penalty: 2978.157959
	Iteration 45Q: 3 clusters Score -497573.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -497577.093750 Penalty: 2978.157959
	Iteration 46Q: 3 clusters Score -497577.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -497580.718750 Penalty: 2978.157959
	Iteration 47Q: 3 clusters Score -497580.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -497584.687500 Penalty: 2978.157959
	Iteration 48Q: 3 clusters Score -497584.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -497587.406250 Penalty: 2978.157959
	Iteration 49Q: 3 clusters Score -497587.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -497588.843750 Penalty: 2978.157959
	Iteration 50Q: 3 clusters Score -497588.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -497589.500000 Penalty: 2978.157959
	Iteration 51Q: 3 clusters Score -497589.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -497591.468750 Penalty: 2978.157959
	Iteration 52Q: 3 clusters Score -497591.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -497593.750000 Penalty: 2978.157959
	Iteration 53Q: 3 clusters Score -497593.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -497594.718750 Penalty: 2978.157959
	Iteration 54Q: 3 clusters Score -497594.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -497595.593750 Penalty: 2978.157959
	Iteration 55Q: 3 clusters Score -497595.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -497595.750000 Penalty: 2978.157959
	Iteration 56Q: 3 clusters Score -497595.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -497596.718750 Penalty: 2978.157959
	Iteration 57Q: 3 clusters Score -497596.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -497596.906250 Penalty: 2978.157959
	Iteration 58Q: 3 clusters Score -497596.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -497597.125000 Penalty: 2978.157959
	Iteration 59Q: 3 clusters Score -497597.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -497597.312500 Penalty: 2978.157959
	Iteration 60F: 3 clusters Score -497597.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -497597.656250 Penalty: 2978.157959
	Iteration 61Q: 3 clusters Score -497597.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -497599.125000 Penalty: 2978.157959
	Iteration 62Q: 3 clusters Score -497599.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -497599.312500 Penalty: 2978.157959
	Iteration 63Q: 3 clusters Score -497599.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -497599.656250 Penalty: 2978.157959
	Iteration 64Q: 3 clusters Score -497599.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -497599.656250 Penalty: 2978.157959
	Iteration 65F: 3 clusters Score -497599.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Entering Unmasked Estep 
Score: -309015.281250 Penalty: 1408.050049
	Iteration 0F: 2 clusters Score -309015.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -304525.562500 Penalty: 2816.100098
	Iteration 0F: 3 clusters Score -304525.6 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -305785.625000 Penalty: 2816.100098
	Iteration 1F: 3 clusters Score -305785.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -306017.562500 Penalty: 2816.100098
	Iteration 2F: 3 clusters Score -306017.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -306168.906250 Penalty: 2816.100098
	Iteration 3F: 3 clusters Score -306168.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -306285.781250 Penalty: 2816.100098
	Iteration 4Q: 3 clusters Score -306285.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -306368.000000 Penalty: 2816.100098
	Iteration 5Q: 3 clusters Score -306368 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -306440.437500 Penalty: 2816.100098
	Iteration 6Q: 3 clusters Score -306440.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -306493.593750 Penalty: 2816.100098
	Iteration 7Q: 3 clusters Score -306493.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -306554.312500 Penalty: 2816.100098
	Iteration 8Q: 3 clusters Score -306554.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -306633.031250 Penalty: 2816.100098
	Iteration 9Q: 3 clusters Score -306633 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -306739.718750 Penalty: 2816.100098
	Iteration 10Q: 3 clusters Score -306739.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -306878.968750 Penalty: 2816.100098
	Iteration 11Q: 3 clusters Score -306879 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -307016.343750 Penalty: 2816.100098
	Iteration 12Q: 3 clusters Score -307016.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -307160.125000 Penalty: 2816.100098
	Iteration 13Q: 3 clusters Score -307160.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -307310.031250 Penalty: 2816.100098
	Iteration 14Q: 3 clusters Score -307310 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -307454.593750 Penalty: 2816.100098
	Iteration 15Q: 3 clusters Score -307454.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -307592.843750 Penalty: 2816.100098
	Iteration 16Q: 3 clusters Score -307592.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -307698.812500 Penalty: 2816.100098
	Iteration 17Q: 3 clusters Score -307698.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -307762.125000 Penalty: 2816.100098
	Iteration 18Q: 3 clusters Score -307762.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -307815.343750 Penalty: 2816.100098
	Iteration 19Q: 3 clusters Score -307815.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -307850.593750 Penalty: 2816.100098
	Iteration 20F: 3 clusters Score -307850.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -307869.906250 Penalty: 2816.100098
	Iteration 21Q: 3 clusters Score -307869.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -307884.312500 Penalty: 2816.100098
	Iteration 22Q: 3 clusters Score -307884.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -307891.718750 Penalty: 2816.100098
	Iteration 23Q: 3 clusters Score -307891.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -307897.968750 Penalty: 2816.100098
	Iteration 24Q: 3 clusters Score -307898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -307903.625000 Penalty: 2816.100098
	Iteration 25Q: 3 clusters Score -307903.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -307909.031250 Penalty: 2816.100098
	Iteration 26Q: 3 clusters Score -307909 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -307915.218750 Penalty: 2816.100098
	Iteration 27Q: 3 clusters Score -307915.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -307918.625000 Penalty: 2816.100098
	Iteration 28Q: 3 clusters Score -307918.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -307920.468750 Penalty: 2816.100098
	Iteration 29Q: 3 clusters Score -307920.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -307922.031250 Penalty: 2816.100098
	Iteration 30Q: 3 clusters Score -307922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -307923.937500 Penalty: 2816.100098
	Iteration 31Q: 3 clusters Score -307923.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -307924.625000 Penalty: 2816.100098
	Iteration 32Q: 3 clusters Score -307924.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -307926.343750 Penalty: 2816.100098
	Iteration 33Q: 3 clusters Score -307926.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -307929.531250 Penalty: 2816.100098
	Iteration 34Q: 3 clusters Score -307929.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -307933.000000 Penalty: 2816.100098
	Iteration 35Q: 3 clusters Score -307933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -307934.468750 Penalty: 2816.100098
	Iteration 36Q: 3 clusters Score -307934.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -307935.437500 Penalty: 2816.100098
	Iteration 37Q: 3 clusters Score -307935.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -307937.218750 Penalty: 2816.100098
	Iteration 38Q: 3 clusters Score -307937.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -307939.250000 Penalty: 2816.100098
	Iteration 39Q: 3 clusters Score -307939.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -307941.312500 Penalty: 2816.100098
	Iteration 40F: 3 clusters Score -307941.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -307942.437500 Penalty: 2816.100098
	Iteration 41Q: 3 clusters Score -307942.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -307943.718750 Penalty: 2816.100098
	Iteration 42Q: 3 clusters Score -307943.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -307944.625000 Penalty: 2816.100098
	Iteration 43Q: 3 clusters Score -307944.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -307946.156250 Penalty: 2816.100098
	Iteration 44Q: 3 clusters Score -307946.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -307946.656250 Penalty: 2816.100098
	Iteration 45Q: 3 clusters Score -307946.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -307946.500000 Penalty: 2816.100098
	Iteration 46Q: 3 clusters Score -307946.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -307947.500000 Penalty: 2816.100098
	Iteration 47Q: 3 clusters Score -307947.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -307946.531250 Penalty: 2816.100098
	Iteration 48Q: 3 clusters Score -307946.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -307948.125000 Penalty: 2816.100098
	Iteration 49Q: 3 clusters Score -307948.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -307949.281250 Penalty: 2816.100098
	Iteration 50Q: 3 clusters Score -307949.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -307949.406250 Penalty: 2816.100098
	Iteration 51Q: 3 clusters Score -307949.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -307949.406250 Penalty: 2816.100098
	Iteration 52Q: 3 clusters Score -307949.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -307950.031250 Penalty: 2816.100098
	Iteration 53Q: 3 clusters Score -307950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -307950.156250 Penalty: 2816.100098
	Iteration 54Q: 3 clusters Score -307950.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -307950.156250 Penalty: 2816.100098
	Iteration 55F: 3 clusters Score -307950.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Entering Unmasked Estep 
Score: -331858.781250 Penalty: 1435.532349
	Iteration 0F: 2 clusters Score -331858.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -326699.968750 Penalty: 2871.064697
	Iteration 0F: 3 clusters Score -326700 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -328191.375000 Penalty: 2871.064697
	Iteration 1F: 3 clusters Score -328191.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -328351.218750 Penalty: 2871.064697
	Iteration 2F: 3 clusters Score -328351.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -328469.593750 Penalty: 2871.064697
	Iteration 3Q: 3 clusters Score -328469.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -328556.562500 Penalty: 2871.064697
	Iteration 4Q: 3 clusters Score -328556.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -328669.281250 Penalty: 2871.064697
	Iteration 5Q: 3 clusters Score -328669.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -328814.687500 Penalty: 2871.064697
	Iteration 6Q: 3 clusters Score -328814.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -329006.718750 Penalty: 2871.064697
	Iteration 7Q: 3 clusters Score -329006.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -329234.093750 Penalty: 2871.064697
	Iteration 8Q: 3 clusters Score -329234.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -329521.312500 Penalty: 2871.064697
	Iteration 9F: 3 clusters Score -329521.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -329865.937500 Penalty: 2871.064697
	Iteration 10F: 3 clusters Score -329865.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -330211.093750 Penalty: 2871.064697
	Iteration 11F: 3 clusters Score -330211.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -330478.125000 Penalty: 2871.064697
	Iteration 12F: 3 clusters Score -330478.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -330689.500000 Penalty: 2871.064697
	Iteration 13Q: 3 clusters Score -330689.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -330847.468750 Penalty: 2871.064697
	Iteration 14Q: 3 clusters Score -330847.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -330946.468750 Penalty: 2871.064697
	Iteration 15Q: 3 clusters Score -330946.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -331013.093750 Penalty: 2871.064697
	Iteration 16Q: 3 clusters Score -331013.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -331059.093750 Penalty: 2871.064697
	Iteration 17Q: 3 clusters Score -331059.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -331091.812500 Penalty: 2871.064697
	Iteration 18Q: 3 clusters Score -331091.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -331128.406250 Penalty: 2871.064697
	Iteration 19Q: 3 clusters Score -331128.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -331152.593750 Penalty: 2871.064697
	Iteration 20F: 3 clusters Score -331152.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -331186.125000 Penalty: 2871.064697
	Iteration 21Q: 3 clusters Score -331186.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -331222.562500 Penalty: 2871.064697
	Iteration 22Q: 3 clusters Score -331222.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -331236.000000 Penalty: 2871.064697
	Iteration 23Q: 3 clusters Score -331236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -331244.468750 Penalty: 2871.064697
	Iteration 24Q: 3 clusters Score -331244.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -331250.718750 Penalty: 2871.064697
	Iteration 25Q: 3 clusters Score -331250.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -331253.562500 Penalty: 2871.064697
	Iteration 26Q: 3 clusters Score -331253.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -331256.500000 Penalty: 2871.064697
	Iteration 27Q: 3 clusters Score -331256.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -331257.218750 Penalty: 2871.064697
	Iteration 28Q: 3 clusters Score -331257.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -331258.968750 Penalty: 2871.064697
	Iteration 29Q: 3 clusters Score -331259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -331259.718750 Penalty: 2871.064697
	Iteration 30Q: 3 clusters Score -331259.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -331259.750000 Penalty: 2871.064697
	Iteration 31Q: 3 clusters Score -331259.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -331261.531250 Penalty: 2871.064697
	Iteration 32Q: 3 clusters Score -331261.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -331261.343750 Penalty: 2871.064697
	Iteration 33Q: 3 clusters Score -331261.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -331262.125000 Penalty: 2871.064697
	Iteration 34Q: 3 clusters Score -331262.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -331262.843750 Penalty: 2871.064697
	Iteration 35Q: 3 clusters Score -331262.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -331262.531250 Penalty: 2871.064697
	Iteration 36Q: 3 clusters Score -331262.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -331264.093750 Penalty: 2871.064697
	Iteration 37Q: 3 clusters Score -331264.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -331264.093750 Penalty: 2871.064697
	Iteration 38F: 3 clusters Score -331264.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4455 members 
Mstep: Class 3 contains 59498 members 
Mstep: Class 4 contains 2917 members 
Mstep: Class 6 contains 17718 members 
Mstep: Class 7 contains 10607 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 6458 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 15 contains 1744 members 
Mstep: Class 16 contains 310414 members 
Mstep: Class 17 contains 12009 members 
Mstep: Class 18 contains 9543 members 
Mstep: Class 20 contains 5796 members 
Mstep: Class 21 contains 6864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23150488.000000 Penalty: 33916.507812
Iteration 79Q: 17 clusters Score -2.315049e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4450 members 
Mstep: Class 3 contains 59337 members 
Mstep: Class 4 contains 2936 members 
Mstep: Class 5 contains 3258 members 
Mstep: Class 6 contains 17559 members 
Mstep: Class 7 contains 10550 members 
Mstep: Class 8 contains 7038 members 
Mstep: Class 9 contains 6459 members 
Mstep: Class 14 contains 2451 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 311212 members 
Mstep: Class 17 contains 11959 members 
Mstep: Class 18 contains 9428 members 
Mstep: Class 20 contains 5964 members 
Mstep: Class 21 contains 6814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23151628.000000 Penalty: 33916.507812
Iteration 80F: 17 clusters Score -2.315163e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4438 members 
Mstep: Class 3 contains 59144 members 
Mstep: Class 4 contains 2947 members 
Mstep: Class 5 contains 3194 members 
Mstep: Class 6 contains 17395 members 
Mstep: Class 7 contains 10488 members 
Mstep: Class 8 contains 6976 members 
Mstep: Class 9 contains 6452 members 
Mstep: Class 14 contains 2441 members 
Mstep: Class 15 contains 1747 members 
Mstep: Class 16 contains 311683 members 
Mstep: Class 17 contains 12068 members 
Mstep: Class 18 contains 9308 members 
Mstep: Class 20 contains 6119 members 
Mstep: Class 21 contains 6769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23152194.000000 Penalty: 33916.507812
Iteration 81Q: 17 clusters Score -2.315219e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4427 members 
Mstep: Class 3 contains 58950 members 
Mstep: Class 4 contains 2959 members 
Mstep: Class 5 contains 3180 members 
Mstep: Class 6 contains 17247 members 
Mstep: Class 7 contains 10444 members 
Mstep: Class 8 contains 6926 members 
Mstep: Class 9 contains 6442 members 
Mstep: Class 14 contains 2428 members 
Mstep: Class 15 contains 1750 members 
Mstep: Class 16 contains 312078 members 
Mstep: Class 17 contains 12203 members 
Mstep: Class 18 contains 9162 members 
Mstep: Class 20 contains 6263 members 
Mstep: Class 21 contains 6719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23152530.000000 Penalty: 33916.507812
Iteration 82Q: 17 clusters Score -2.315253e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4409 members 
Mstep: Class 3 contains 58772 members 
Mstep: Class 4 contains 2967 members 
Mstep: Class 5 contains 3201 members 
Mstep: Class 6 contains 17126 members 
Mstep: Class 7 contains 10388 members 
Mstep: Class 8 contains 6879 members 
Mstep: Class 9 contains 6438 members 
Mstep: Class 14 contains 2427 members 
Mstep: Class 15 contains 1755 members 
Mstep: Class 16 contains 312409 members 
Mstep: Class 17 contains 12295 members 
Mstep: Class 18 contains 9048 members 
Mstep: Class 20 contains 6396 members 
Mstep: Class 21 contains 6678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23152764.000000 Penalty: 33916.507812
Iteration 83Q: 17 clusters Score -2.315276e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4400 members 
Mstep: Class 3 contains 58648 members 
Mstep: Class 4 contains 2973 members 
Mstep: Class 5 contains 3230 members 
Mstep: Class 6 contains 17030 members 
Mstep: Class 7 contains 10323 members 
Mstep: Class 8 contains 6839 members 
Mstep: Class 9 contains 6436 members 
Mstep: Class 14 contains 2413 members 
Mstep: Class 15 contains 1762 members 
Mstep: Class 16 contains 312671 members 
Mstep: Class 17 contains 12358 members 
Mstep: Class 18 contains 8953 members 
Mstep: Class 20 contains 6529 members 
Mstep: Class 21 contains 6627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153014.000000 Penalty: 33916.507812
Iteration 84Q: 17 clusters Score -2.315301e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4401 members 
Mstep: Class 3 contains 58535 members 
Mstep: Class 4 contains 2991 members 
Mstep: Class 5 contains 3273 members 
Mstep: Class 6 contains 16925 members 
Mstep: Class 7 contains 10273 members 
Mstep: Class 8 contains 6816 members 
Mstep: Class 9 contains 6436 members 
Mstep: Class 14 contains 2405 members 
Mstep: Class 15 contains 1764 members 
Mstep: Class 16 contains 312896 members 
Mstep: Class 17 contains 12413 members 
Mstep: Class 18 contains 8850 members 
Mstep: Class 20 contains 6637 members 
Mstep: Class 21 contains 6581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153138.000000 Penalty: 33916.507812
Iteration 85Q: 17 clusters Score -2.315314e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4399 members 
Mstep: Class 3 contains 58429 members 
Mstep: Class 4 contains 3006 members 
Mstep: Class 5 contains 3314 members 
Mstep: Class 6 contains 16819 members 
Mstep: Class 7 contains 10237 members 
Mstep: Class 8 contains 6786 members 
Mstep: Class 9 contains 6437 members 
Mstep: Class 14 contains 2406 members 
Mstep: Class 15 contains 1769 members 
Mstep: Class 16 contains 313125 members 
Mstep: Class 17 contains 12442 members 
Mstep: Class 18 contains 8765 members 
Mstep: Class 20 contains 6729 members 
Mstep: Class 21 contains 6538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153070.000000 Penalty: 33916.507812
Iteration 86Q: 17 clusters Score -2.315307e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4397 members 
Mstep: Class 3 contains 58359 members 
Mstep: Class 4 contains 3018 members 
Mstep: Class 5 contains 3353 members 
Mstep: Class 6 contains 16728 members 
Mstep: Class 7 contains 10214 members 
Mstep: Class 8 contains 6753 members 
Mstep: Class 9 contains 6429 members 
Mstep: Class 14 contains 2405 members 
Mstep: Class 15 contains 1776 members 
Mstep: Class 16 contains 313330 members 
Mstep: Class 17 contains 12460 members 
Mstep: Class 18 contains 8663 members 
Mstep: Class 20 contains 6823 members 
Mstep: Class 21 contains 6498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153164.000000 Penalty: 33916.507812
Iteration 87Q: 17 clusters Score -2.315316e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4393 members 
Mstep: Class 3 contains 58264 members 
Mstep: Class 4 contains 3023 members 
Mstep: Class 5 contains 3384 members 
Mstep: Class 6 contains 16662 members 
Mstep: Class 7 contains 10176 members 
Mstep: Class 8 contains 6720 members 
Mstep: Class 9 contains 6426 members 
Mstep: Class 14 contains 2400 members 
Mstep: Class 15 contains 1781 members 
Mstep: Class 16 contains 313558 members 
Mstep: Class 17 contains 12474 members 
Mstep: Class 18 contains 8568 members 
Mstep: Class 20 contains 6918 members 
Mstep: Class 21 contains 6461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153290.000000 Penalty: 33916.507812
Iteration 88Q: 17 clusters Score -2.315329e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 3 contains 58189 members 
Mstep: Class 4 contains 3031 members 
Mstep: Class 5 contains 3420 members 
Mstep: Class 6 contains 16589 members 
Mstep: Class 7 contains 10147 members 
Mstep: Class 8 contains 6686 members 
Mstep: Class 9 contains 6424 members 
Mstep: Class 14 contains 2389 members 
Mstep: Class 15 contains 1781 members 
Mstep: Class 16 contains 313776 members 
Mstep: Class 17 contains 12478 members 
Mstep: Class 18 contains 8488 members 
Mstep: Class 20 contains 7006 members 
Mstep: Class 21 contains 6419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153330.000000 Penalty: 33916.507812
Iteration 89Q: 17 clusters Score -2.315333e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4387 members 
Mstep: Class 3 contains 58122 members 
Mstep: Class 4 contains 3032 members 
Mstep: Class 5 contains 3465 members 
Mstep: Class 6 contains 16518 members 
Mstep: Class 7 contains 10121 members 
Mstep: Class 8 contains 6661 members 
Mstep: Class 9 contains 6425 members 
Mstep: Class 14 contains 2384 members 
Mstep: Class 15 contains 1781 members 
Mstep: Class 16 contains 313936 members 
Mstep: Class 17 contains 12467 members 
Mstep: Class 18 contains 8429 members 
Mstep: Class 20 contains 7099 members 
Mstep: Class 21 contains 6385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153462.000000 Penalty: 33916.507812
Iteration 90Q: 17 clusters Score -2.315346e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4387 members 
Mstep: Class 3 contains 58045 members 
Mstep: Class 4 contains 3037 members 
Mstep: Class 5 contains 3500 members 
Mstep: Class 6 contains 16453 members 
Mstep: Class 7 contains 10088 members 
Mstep: Class 8 contains 6641 members 
Mstep: Class 9 contains 6426 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 1782 members 
Mstep: Class 16 contains 314111 members 
Mstep: Class 17 contains 12465 members 
Mstep: Class 18 contains 8375 members 
Mstep: Class 20 contains 7176 members 
Mstep: Class 21 contains 6353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153444.000000 Penalty: 33916.507812
Iteration 91Q: 17 clusters Score -2.315344e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 57962 members 
Mstep: Class 4 contains 3043 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 16386 members 
Mstep: Class 7 contains 10049 members 
Mstep: Class 8 contains 6624 members 
Mstep: Class 9 contains 6421 members 
Mstep: Class 14 contains 2370 members 
Mstep: Class 15 contains 1782 members 
Mstep: Class 16 contains 314288 members 
Mstep: Class 17 contains 12466 members 
Mstep: Class 18 contains 8327 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 6323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153548.000000 Penalty: 33916.507812
Iteration 92Q: 17 clusters Score -2.315355e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 57872 members 
Mstep: Class 4 contains 3046 members 
Mstep: Class 5 contains 3573 members 
Mstep: Class 6 contains 16325 members 
Mstep: Class 7 contains 10014 members 
Mstep: Class 8 contains 6609 members 
Mstep: Class 9 contains 6419 members 
Mstep: Class 14 contains 2372 members 
Mstep: Class 15 contains 1782 members 
Mstep: Class 16 contains 314453 members 
Mstep: Class 17 contains 12458 members 
Mstep: Class 18 contains 8286 members 
Mstep: Class 20 contains 7332 members 
Mstep: Class 21 contains 6291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153642.000000 Penalty: 33916.507812
Iteration 93Q: 17 clusters Score -2.315364e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 57777 members 
Mstep: Class 4 contains 3048 members 
Mstep: Class 5 contains 3611 members 
Mstep: Class 6 contains 16277 members 
Mstep: Class 7 contains 9989 members 
Mstep: Class 8 contains 6595 members 
Mstep: Class 9 contains 6419 members 
Mstep: Class 14 contains 2375 members 
Mstep: Class 15 contains 1782 members 
Mstep: Class 16 contains 314605 members 
Mstep: Class 17 contains 12451 members 
Mstep: Class 18 contains 8237 members 
Mstep: Class 20 contains 7403 members 
Mstep: Class 21 contains 6265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153706.000000 Penalty: 33916.507812
Iteration 94Q: 17 clusters Score -2.315371e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 57699 members 
Mstep: Class 4 contains 3056 members 
Mstep: Class 5 contains 3640 members 
Mstep: Class 6 contains 16229 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 6591 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 14 contains 2373 members 
Mstep: Class 15 contains 1782 members 
Mstep: Class 16 contains 314724 members 
Mstep: Class 17 contains 12447 members 
Mstep: Class 18 contains 8192 members 
Mstep: Class 20 contains 7477 members 
Mstep: Class 21 contains 6242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153722.000000 Penalty: 33916.507812
Iteration 95Q: 17 clusters Score -2.315372e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 57638 members 
Mstep: Class 4 contains 3056 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 16189 members 
Mstep: Class 7 contains 9932 members 
Mstep: Class 8 contains 6593 members 
Mstep: Class 9 contains 6417 members 
Mstep: Class 14 contains 2379 members 
Mstep: Class 15 contains 1782 members 
Mstep: Class 16 contains 314839 members 
Mstep: Class 17 contains 12444 members 
Mstep: Class 18 contains 8151 members 
Mstep: Class 20 contains 7547 members 
Mstep: Class 21 contains 6211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153788.000000 Penalty: 33916.507812
Iteration 96Q: 17 clusters Score -2.315379e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 57571 members 
Mstep: Class 4 contains 3069 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 16152 members 
Mstep: Class 7 contains 9910 members 
Mstep: Class 8 contains 6597 members 
Mstep: Class 9 contains 6414 members 
Mstep: Class 14 contains 2379 members 
Mstep: Class 15 contains 1783 members 
Mstep: Class 16 contains 314930 members 
Mstep: Class 17 contains 12439 members 
Mstep: Class 18 contains 8095 members 
Mstep: Class 20 contains 7622 members 
Mstep: Class 21 contains 6184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153794.000000 Penalty: 33916.507812
Iteration 97Q: 17 clusters Score -2.315379e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4387 members 
Mstep: Class 3 contains 57507 members 
Mstep: Class 4 contains 3079 members 
Mstep: Class 5 contains 3714 members 
Mstep: Class 6 contains 16105 members 
Mstep: Class 7 contains 9891 members 
Mstep: Class 8 contains 6594 members 
Mstep: Class 9 contains 6414 members 
Mstep: Class 14 contains 2376 members 
Mstep: Class 15 contains 1784 members 
Mstep: Class 16 contains 315055 members 
Mstep: Class 17 contains 12437 members 
Mstep: Class 18 contains 8042 members 
Mstep: Class 20 contains 7690 members 
Mstep: Class 21 contains 6159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153830.000000 Penalty: 33916.507812
Iteration 98Q: 17 clusters Score -2.315383e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 3 contains 57440 members 
Mstep: Class 4 contains 3086 members 
Mstep: Class 5 contains 3736 members 
Mstep: Class 6 contains 16057 members 
Mstep: Class 7 contains 9864 members 
Mstep: Class 8 contains 6590 members 
Mstep: Class 9 contains 6415 members 
Mstep: Class 14 contains 2376 members 
Mstep: Class 15 contains 1784 members 
Mstep: Class 16 contains 315185 members 
Mstep: Class 17 contains 12436 members 
Mstep: Class 18 contains 7988 members 
Mstep: Class 20 contains 7749 members 
Mstep: Class 21 contains 6142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153860.000000 Penalty: 33916.507812
Iteration 99Q: 17 clusters Score -2.315386e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 3 contains 57362 members 
Mstep: Class 4 contains 3098 members 
Mstep: Class 5 contains 3755 members 
Mstep: Class 6 contains 16015 members 
Mstep: Class 7 contains 9831 members 
Mstep: Class 8 contains 6587 members 
Mstep: Class 9 contains 6416 members 
Mstep: Class 14 contains 2379 members 
Mstep: Class 15 contains 1785 members 
Mstep: Class 16 contains 315313 members 
Mstep: Class 17 contains 12433 members 
Mstep: Class 18 contains 7934 members 
Mstep: Class 20 contains 7811 members 
Mstep: Class 21 contains 6132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153924.000000 Penalty: 33916.507812
Iteration 100F: 17 clusters Score -2.315392e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 3 contains 57291 members 
Mstep: Class 4 contains 3106 members 
Mstep: Class 5 contains 3819 members 
Mstep: Class 6 contains 15984 members 
Mstep: Class 7 contains 9786 members 
Mstep: Class 8 contains 6585 members 
Mstep: Class 9 contains 6415 members 
Mstep: Class 14 contains 2381 members 
Mstep: Class 15 contains 1785 members 
Mstep: Class 16 contains 315399 members 
Mstep: Class 17 contains 12429 members 
Mstep: Class 18 contains 7873 members 
Mstep: Class 20 contains 7875 members 
Mstep: Class 21 contains 6122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154012.000000 Penalty: 33916.507812
Iteration 101Q: 17 clusters Score -2.315401e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4387 members 
Mstep: Class 3 contains 57236 members 
Mstep: Class 4 contains 3113 members 
Mstep: Class 5 contains 3882 members 
Mstep: Class 6 contains 15951 members 
Mstep: Class 7 contains 9740 members 
Mstep: Class 8 contains 6579 members 
Mstep: Class 9 contains 6416 members 
Mstep: Class 14 contains 2381 members 
Mstep: Class 15 contains 1785 members 
Mstep: Class 16 contains 315515 members 
Mstep: Class 17 contains 12427 members 
Mstep: Class 18 contains 7807 members 
Mstep: Class 20 contains 7913 members 
Mstep: Class 21 contains 6109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154054.000000 Penalty: 33916.507812
Iteration 102Q: 17 clusters Score -2.315405e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4387 members 
Mstep: Class 3 contains 57188 members 
Mstep: Class 4 contains 3117 members 
Mstep: Class 5 contains 3949 members 
Mstep: Class 6 contains 15921 members 
Mstep: Class 7 contains 9718 members 
Mstep: Class 8 contains 6575 members 
Mstep: Class 9 contains 6417 members 
Mstep: Class 14 contains 2384 members 
Mstep: Class 15 contains 1786 members 
Mstep: Class 16 contains 315594 members 
Mstep: Class 17 contains 12420 members 
Mstep: Class 18 contains 7752 members 
Mstep: Class 20 contains 7947 members 
Mstep: Class 21 contains 6086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154040.000000 Penalty: 33916.507812
Iteration 103Q: 17 clusters Score -2.315404e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4387 members 
Mstep: Class 3 contains 57144 members 
Mstep: Class 4 contains 3124 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 15895 members 
Mstep: Class 7 contains 9687 members 
Mstep: Class 8 contains 6567 members 
Mstep: Class 9 contains 6414 members 
Mstep: Class 14 contains 2386 members 
Mstep: Class 15 contains 1785 members 
Mstep: Class 16 contains 315676 members 
Mstep: Class 17 contains 12414 members 
Mstep: Class 18 contains 7698 members 
Mstep: Class 20 contains 7976 members 
Mstep: Class 21 contains 6070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154036.000000 Penalty: 33916.507812
Iteration 104Q: 17 clusters Score -2.315404e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 57082 members 
Mstep: Class 4 contains 3129 members 
Mstep: Class 5 contains 4078 members 
Mstep: Class 6 contains 15870 members 
Mstep: Class 7 contains 9652 members 
Mstep: Class 8 contains 6555 members 
Mstep: Class 9 contains 6412 members 
Mstep: Class 14 contains 2384 members 
Mstep: Class 15 contains 1785 members 
Mstep: Class 16 contains 315774 members 
Mstep: Class 17 contains 12407 members 
Mstep: Class 18 contains 7660 members 
Mstep: Class 20 contains 8017 members 
Mstep: Class 21 contains 6052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154104.000000 Penalty: 33916.507812
Iteration 105Q: 17 clusters Score -2.31541e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 57036 members 
Mstep: Class 4 contains 3133 members 
Mstep: Class 5 contains 4126 members 
Mstep: Class 6 contains 15845 members 
Mstep: Class 7 contains 9628 members 
Mstep: Class 8 contains 6543 members 
Mstep: Class 9 contains 6412 members 
Mstep: Class 14 contains 2379 members 
Mstep: Class 15 contains 1785 members 
Mstep: Class 16 contains 315844 members 
Mstep: Class 17 contains 12404 members 
Mstep: Class 18 contains 7619 members 
Mstep: Class 20 contains 8075 members 
Mstep: Class 21 contains 6033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154138.000000 Penalty: 33916.507812
Iteration 106Q: 17 clusters Score -2.315414e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4382 members 
Mstep: Class 3 contains 56993 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 4179 members 
Mstep: Class 6 contains 15824 members 
Mstep: Class 7 contains 9606 members 
Mstep: Class 8 contains 6538 members 
Mstep: Class 9 contains 6412 members 
Mstep: Class 14 contains 2374 members 
Mstep: Class 15 contains 1785 members 
Mstep: Class 16 contains 315906 members 
Mstep: Class 17 contains 12401 members 
Mstep: Class 18 contains 7578 members 
Mstep: Class 20 contains 8118 members 
Mstep: Class 21 contains 6015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154120.000000 Penalty: 33916.507812
Iteration 107Q: 17 clusters Score -2.315412e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 56948 members 
Mstep: Class 4 contains 3144 members 
Mstep: Class 5 contains 4229 members 
Mstep: Class 6 contains 15805 members 
Mstep: Class 7 contains 9591 members 
Mstep: Class 8 contains 6536 members 
Mstep: Class 9 contains 6411 members 
Mstep: Class 14 contains 2371 members 
Mstep: Class 15 contains 1785 members 
Mstep: Class 16 contains 315955 members 
Mstep: Class 17 contains 12396 members 
Mstep: Class 18 contains 7544 members 
Mstep: Class 20 contains 8155 members 
Mstep: Class 21 contains 5998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154166.000000 Penalty: 33916.507812
Iteration 108Q: 17 clusters Score -2.315417e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 56902 members 
Mstep: Class 4 contains 3147 members 
Mstep: Class 5 contains 4265 members 
Mstep: Class 6 contains 15790 members 
Mstep: Class 7 contains 9578 members 
Mstep: Class 8 contains 6531 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 14 contains 2371 members 
Mstep: Class 15 contains 1785 members 
Mstep: Class 16 contains 316022 members 
Mstep: Class 17 contains 12389 members 
Mstep: Class 18 contains 7513 members 
Mstep: Class 20 contains 8188 members 
Mstep: Class 21 contains 5979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154196.000000 Penalty: 33916.507812
Iteration 109Q: 17 clusters Score -2.31542e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 56853 members 
Mstep: Class 4 contains 3153 members 
Mstep: Class 5 contains 4303 members 
Mstep: Class 6 contains 15777 members 
Mstep: Class 7 contains 9557 members 
Mstep: Class 8 contains 6524 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 14 contains 2368 members 
Mstep: Class 15 contains 1785 members 
Mstep: Class 16 contains 316108 members 
Mstep: Class 17 contains 12378 members 
Mstep: Class 18 contains 7485 members 
Mstep: Class 20 contains 8214 members 
Mstep: Class 21 contains 5958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154312.000000 Penalty: 33916.507812
Iteration 110Q: 17 clusters Score -2.315431e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4382 members 
Mstep: Class 3 contains 56804 members 
Mstep: Class 4 contains 3155 members 
Mstep: Class 5 contains 4338 members 
Mstep: Class 6 contains 15767 members 
Mstep: Class 7 contains 9541 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 6411 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 1785 members 
Mstep: Class 16 contains 316207 members 
Mstep: Class 17 contains 12366 members 
Mstep: Class 18 contains 7451 members 
Mstep: Class 20 contains 8231 members 
Mstep: Class 21 contains 5938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154350.000000 Penalty: 33916.507812
Iteration 111Q: 17 clusters Score -2.315435e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4382 members 
Mstep: Class 3 contains 56750 members 
Mstep: Class 4 contains 3160 members 
Mstep: Class 5 contains 4388 members 
Mstep: Class 6 contains 15751 members 
Mstep: Class 7 contains 9532 members 
Mstep: Class 8 contains 6517 members 
Mstep: Class 9 contains 6411 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 1785 members 
Mstep: Class 16 contains 316275 members 
Mstep: Class 17 contains 12359 members 
Mstep: Class 18 contains 7420 members 
Mstep: Class 20 contains 8253 members 
Mstep: Class 21 contains 5916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154376.000000 Penalty: 33916.507812
Iteration 112Q: 17 clusters Score -2.315438e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4380 members 
Mstep: Class 3 contains 56698 members 
Mstep: Class 4 contains 3164 members 
Mstep: Class 5 contains 4432 members 
Mstep: Class 6 contains 15732 members 
Mstep: Class 7 contains 9508 members 
Mstep: Class 8 contains 6512 members 
Mstep: Class 9 contains 6411 members 
Mstep: Class 14 contains 2359 members 
Mstep: Class 15 contains 1785 members 
Mstep: Class 16 contains 316354 members 
Mstep: Class 17 contains 12347 members 
Mstep: Class 18 contains 7400 members 
Mstep: Class 20 contains 8279 members 
Mstep: Class 21 contains 5899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154422.000000 Penalty: 33916.507812
Iteration 113Q: 17 clusters Score -2.315442e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4378 members 
Mstep: Class 3 contains 56648 members 
Mstep: Class 4 contains 3165 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 15715 members 
Mstep: Class 7 contains 9484 members 
Mstep: Class 8 contains 6511 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 14 contains 2361 members 
Mstep: Class 15 contains 1787 members 
Mstep: Class 16 contains 316417 members 
Mstep: Class 17 contains 12335 members 
Mstep: Class 18 contains 7381 members 
Mstep: Class 20 contains 8299 members 
Mstep: Class 21 contains 5889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154366.000000 Penalty: 33916.507812
Iteration 114Q: 17 clusters Score -2.315437e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4375 members 
Mstep: Class 3 contains 56599 members 
Mstep: Class 4 contains 3171 members 
Mstep: Class 5 contains 4525 members 
Mstep: Class 6 contains 15697 members 
Mstep: Class 7 contains 9465 members 
Mstep: Class 8 contains 6516 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 1791 members 
Mstep: Class 16 contains 316470 members 
Mstep: Class 17 contains 12328 members 
Mstep: Class 18 contains 7365 members 
Mstep: Class 20 contains 8312 members 
Mstep: Class 21 contains 5874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154384.000000 Penalty: 33916.507812
Iteration 115Q: 17 clusters Score -2.315438e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4375 members 
Mstep: Class 3 contains 56558 members 
Mstep: Class 4 contains 3180 members 
Mstep: Class 5 contains 4559 members 
Mstep: Class 6 contains 15671 members 
Mstep: Class 7 contains 9448 members 
Mstep: Class 8 contains 6516 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 316530 members 
Mstep: Class 17 contains 12322 members 
Mstep: Class 18 contains 7348 members 
Mstep: Class 20 contains 8323 members 
Mstep: Class 21 contains 5864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154446.000000 Penalty: 33916.507812
Iteration 116Q: 17 clusters Score -2.315445e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4376 members 
Mstep: Class 3 contains 56526 members 
Mstep: Class 4 contains 3181 members 
Mstep: Class 5 contains 4593 members 
Mstep: Class 6 contains 15650 members 
Mstep: Class 7 contains 9435 members 
Mstep: Class 8 contains 6514 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 316586 members 
Mstep: Class 17 contains 12319 members 
Mstep: Class 18 contains 7330 members 
Mstep: Class 20 contains 8334 members 
Mstep: Class 21 contains 5854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154434.000000 Penalty: 33916.507812
Iteration 117Q: 17 clusters Score -2.315443e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4376 members 
Mstep: Class 3 contains 56491 members 
Mstep: Class 4 contains 3184 members 
Mstep: Class 5 contains 4620 members 
Mstep: Class 6 contains 15625 members 
Mstep: Class 7 contains 9422 members 
Mstep: Class 8 contains 6511 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 316646 members 
Mstep: Class 17 contains 12319 members 
Mstep: Class 18 contains 7317 members 
Mstep: Class 20 contains 8342 members 
Mstep: Class 21 contains 5845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154418.000000 Penalty: 33916.507812
Iteration 118Q: 17 clusters Score -2.315442e+07 nChanged 205
Entering ConstructFrom: 
Score: -23154418.000000 Penalty: 33916.507812
Entering ConstructFrom: 
Trying to split cluster 1 (1426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Entering Unmasked Estep 
Score: -66575.703125 Penalty: 1180.177124
	Iteration 0F: 2 clusters Score -66575.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -64840.398438 Penalty: 2360.354248
	Iteration 0F: 3 clusters Score -64840.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -65127.460938 Penalty: 2360.354248
	Iteration 1F: 3 clusters Score -65127.46 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -65206.621094 Penalty: 2360.354248
	Iteration 2F: 3 clusters Score -65206.62 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -65251.535156 Penalty: 2360.354248
	Iteration 3Q: 3 clusters Score -65251.54 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -65280.101562 Penalty: 2360.354248
	Iteration 4Q: 3 clusters Score -65280.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -65300.503906 Penalty: 2360.354248
	Iteration 5Q: 3 clusters Score -65300.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -65324.585938 Penalty: 2360.354248
	Iteration 6Q: 3 clusters Score -65324.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -65346.550781 Penalty: 2360.354248
	Iteration 7Q: 3 clusters Score -65346.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -65359.621094 Penalty: 2360.354248
	Iteration 8Q: 3 clusters Score -65359.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -65365.816406 Penalty: 2360.354248
	Iteration 9Q: 3 clusters Score -65365.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -65372.222656 Penalty: 2360.354248
	Iteration 10Q: 3 clusters Score -65372.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -65380.417969 Penalty: 2360.354248
	Iteration 11Q: 3 clusters Score -65380.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -65389.902344 Penalty: 2360.354248
	Iteration 12Q: 3 clusters Score -65389.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -65396.980469 Penalty: 2360.354248
	Iteration 13Q: 3 clusters Score -65396.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -65405.160156 Penalty: 2360.354248
	Iteration 14Q: 3 clusters Score -65405.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -65411.078125 Penalty: 2360.354248
	Iteration 15Q: 3 clusters Score -65411.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -65417.011719 Penalty: 2360.354248
	Iteration 16Q: 3 clusters Score -65417.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -65423.328125 Penalty: 2360.354248
	Iteration 17Q: 3 clusters Score -65423.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -65429.304688 Penalty: 2360.354248
	Iteration 18Q: 3 clusters Score -65429.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -65441.351562 Penalty: 2360.354248
	Iteration 19Q: 3 clusters Score -65441.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -65452.886719 Penalty: 2360.354248
	Iteration 20F: 3 clusters Score -65452.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -65463.914062 Penalty: 2360.354248
	Iteration 21Q: 3 clusters Score -65463.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -65470.722656 Penalty: 2360.354248
	Iteration 22Q: 3 clusters Score -65470.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -65476.832031 Penalty: 2360.354248
	Iteration 23Q: 3 clusters Score -65476.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -65486.132812 Penalty: 2360.354248
	Iteration 24Q: 3 clusters Score -65486.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -65493.609375 Penalty: 2360.354248
	Iteration 25Q: 3 clusters Score -65493.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -65495.238281 Penalty: 2360.354248
	Iteration 26Q: 3 clusters Score -65495.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -65498.617188 Penalty: 2360.354248
	Iteration 27Q: 3 clusters Score -65498.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -65502.753906 Penalty: 2360.354248
	Iteration 28Q: 3 clusters Score -65502.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -65506.179688 Penalty: 2360.354248
	Iteration 29Q: 3 clusters Score -65506.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -65509.433594 Penalty: 2360.354248
	Iteration 30Q: 3 clusters Score -65509.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -65509.984375 Penalty: 2360.354248
	Iteration 31Q: 3 clusters Score -65509.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -65509.984375 Penalty: 2360.354248
	Iteration 32F: 3 clusters Score -65509.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -219488.875000 Penalty: 1362.382202
	Iteration 0F: 2 clusters Score -219488.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -215911.703125 Penalty: 2724.764404
	Iteration 0F: 3 clusters Score -215911.7 nChanged 1755
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: -216886.875000 Penalty: 2724.764404
	Iteration 1F: 3 clusters Score -216886.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -217110.859375 Penalty: 2724.764404
	Iteration 2F: 3 clusters Score -217110.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -217314.500000 Penalty: 2724.764404
	Iteration 3F: 3 clusters Score -217314.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -217525.296875 Penalty: 2724.764404
	Iteration 4F: 3 clusters Score -217525.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -217728.406250 Penalty: 2724.764404
	Iteration 5F: 3 clusters Score -217728.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -217880.796875 Penalty: 2724.764404
	Iteration 6F: 3 clusters Score -217880.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -217984.156250 Penalty: 2724.764404
	Iteration 7Q: 3 clusters Score -217984.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -218066.750000 Penalty: 2724.764404
	Iteration 8Q: 3 clusters Score -218066.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -218121.156250 Penalty: 2724.764404
	Iteration 9Q: 3 clusters Score -218121.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -218165.828125 Penalty: 2724.764404
	Iteration 10Q: 3 clusters Score -218165.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -218198.890625 Penalty: 2724.764404
	Iteration 11Q: 3 clusters Score -218198.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -218228.281250 Penalty: 2724.764404
	Iteration 12Q: 3 clusters Score -218228.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -218252.171875 Penalty: 2724.764404
	Iteration 13Q: 3 clusters Score -218252.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -218263.843750 Penalty: 2724.764404
	Iteration 14Q: 3 clusters Score -218263.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -218268.375000 Penalty: 2724.764404
	Iteration 15Q: 3 clusters Score -218268.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -218271.109375 Penalty: 2724.764404
	Iteration 16Q: 3 clusters Score -218271.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -218272.890625 Penalty: 2724.764404
	Iteration 17Q: 3 clusters Score -218272.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -218273.453125 Penalty: 2724.764404
	Iteration 18Q: 3 clusters Score -218273.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -218273.906250 Penalty: 2724.764404
	Iteration 19Q: 3 clusters Score -218273.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -218273.375000 Penalty: 2724.764404
	Iteration 20F: 3 clusters Score -218273.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (56463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56463 members 
Entering Unmasked Estep 
Score: -2938999.500000 Penalty: 1777.967773
	Iteration 0F: 2 clusters Score -2939000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -2901234.250000 Penalty: 3555.935547
	Iteration 0F: 3 clusters Score -2901234 nChanged 26589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -2916611.750000 Penalty: 3555.935547
	Iteration 1F: 3 clusters Score -2916612 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -2917352.000000 Penalty: 3555.935547
	Iteration 2Q: 3 clusters Score -2917352 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -2918228.250000 Penalty: 3555.935547
	Iteration 3Q: 3 clusters Score -2918228 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -2919355.250000 Penalty: 3555.935547
	Iteration 4Q: 3 clusters Score -2919355 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -2920706.750000 Penalty: 3555.935547
	Iteration 5F: 3 clusters Score -2920707 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -2922316.250000 Penalty: 3555.935547
	Iteration 6F: 3 clusters Score -2922316 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -2924200.500000 Penalty: 3555.935547
	Iteration 7F: 3 clusters Score -2924200 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
Score: -2926170.500000 Penalty: 3555.935547
	Iteration 8F: 3 clusters Score -2926170 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -2928179.250000 Penalty: 3555.935547
	Iteration 9F: 3 clusters Score -2928179 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -2930092.500000 Penalty: 3555.935547
	Iteration 10Q: 3 clusters Score -2930092 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -2931525.500000 Penalty: 3555.935547
	Iteration 11Q: 3 clusters Score -2931526 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -2932508.000000 Penalty: 3555.935547
	Iteration 12Q: 3 clusters Score -2932508 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -2933054.750000 Penalty: 3555.935547
	Iteration 13Q: 3 clusters Score -2933055 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 42794 members 
Entering Unmasked Estep 
Score: -2933549.750000 Penalty: 3555.935547
	Iteration 14Q: 3 clusters Score -2933550 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -2933961.250000 Penalty: 3555.935547
	Iteration 15Q: 3 clusters Score -2933961 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 44111 members 
Entering Unmasked Estep 
Score: -2934299.250000 Penalty: 3555.935547
	Iteration 16Q: 3 clusters Score -2934299 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 44712 members 
Entering Unmasked Estep 
Score: -2934613.250000 Penalty: 3555.935547
	Iteration 17Q: 3 clusters Score -2934613 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -2934873.250000 Penalty: 3555.935547
	Iteration 18Q: 3 clusters Score -2934873 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 45726 members 
Entering Unmasked Estep 
Score: -2935096.000000 Penalty: 3555.935547
	Iteration 19Q: 3 clusters Score -2935096 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -2935283.500000 Penalty: 3555.935547
	Iteration 20F: 3 clusters Score -2935284 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 46605 members 
Entering Unmasked Estep 
Score: -2935451.500000 Penalty: 3555.935547
	Iteration 21Q: 3 clusters Score -2935452 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -2935610.500000 Penalty: 3555.935547
	Iteration 22Q: 3 clusters Score -2935610 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 47456 members 
Entering Unmasked Estep 
Score: -2935735.000000 Penalty: 3555.935547
	Iteration 23Q: 3 clusters Score -2935735 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 47836 members 
Entering Unmasked Estep 
Score: -2935840.250000 Penalty: 3555.935547
	Iteration 24Q: 3 clusters Score -2935840 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 48227 members 
Entering Unmasked Estep 
Score: -2935937.250000 Penalty: 3555.935547
	Iteration 25Q: 3 clusters Score -2935937 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 48602 members 
Entering Unmasked Estep 
Score: -2936052.250000 Penalty: 3555.935547
	Iteration 26Q: 3 clusters Score -2936052 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 48968 members 
Entering Unmasked Estep 
Score: -2936129.250000 Penalty: 3555.935547
	Iteration 27Q: 3 clusters Score -2936129 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
Score: -2936210.750000 Penalty: 3555.935547
	Iteration 28Q: 3 clusters Score -2936211 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 49643 members 
Entering Unmasked Estep 
Score: -2936299.500000 Penalty: 3555.935547
	Iteration 29Q: 3 clusters Score -2936300 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 49984 members 
Entering Unmasked Estep 
Score: -2936363.250000 Penalty: 3555.935547
	Iteration 30Q: 3 clusters Score -2936363 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 50323 members 
Entering Unmasked Estep 
Score: -2936459.250000 Penalty: 3555.935547
	Iteration 31Q: 3 clusters Score -2936459 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 50644 members 
Entering Unmasked Estep 
Score: -2936529.750000 Penalty: 3555.935547
	Iteration 32Q: 3 clusters Score -2936530 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 50948 members 
Entering Unmasked Estep 
Score: -2936600.250000 Penalty: 3555.935547
	Iteration 33Q: 3 clusters Score -2936600 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 51236 members 
Entering Unmasked Estep 
Score: -2936649.250000 Penalty: 3555.935547
	Iteration 34Q: 3 clusters Score -2936649 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 51529 members 
Entering Unmasked Estep 
Score: -2936716.500000 Penalty: 3555.935547
	Iteration 35Q: 3 clusters Score -2936716 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 51806 members 
Entering Unmasked Estep 
Score: -2936774.250000 Penalty: 3555.935547
	Iteration 36Q: 3 clusters Score -2936774 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 52073 members 
Entering Unmasked Estep 
Score: -2936846.750000 Penalty: 3555.935547
	Iteration 37Q: 3 clusters Score -2936847 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 52330 members 
Entering Unmasked Estep 
Score: -2936913.500000 Penalty: 3555.935547
	Iteration 38Q: 3 clusters Score -2936914 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 52593 members 
Entering Unmasked Estep 
Score: -2936993.000000 Penalty: 3555.935547
	Iteration 39Q: 3 clusters Score -2936993 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -2937043.000000 Penalty: 3555.935547
	Iteration 40F: 3 clusters Score -2937043 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 53063 members 
Entering Unmasked Estep 
Score: -2937095.750000 Penalty: 3555.935547
	Iteration 41Q: 3 clusters Score -2937096 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 53299 members 
Entering Unmasked Estep 
Score: -2937164.500000 Penalty: 3555.935547
	Iteration 42Q: 3 clusters Score -2937164 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 53539 members 
Entering Unmasked Estep 
Score: -2937261.750000 Penalty: 3555.935547
	Iteration 43Q: 3 clusters Score -2937262 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 53809 members 
Entering Unmasked Estep 
Score: -2937370.000000 Penalty: 3555.935547
	Iteration 44Q: 3 clusters Score -2937370 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -2937469.500000 Penalty: 3555.935547
	Iteration 45Q: 3 clusters Score -2937470 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 54309 members 
Entering Unmasked Estep 
Score: -2937581.750000 Penalty: 3555.935547
	Iteration 46Q: 3 clusters Score -2937582 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 54522 members 
Entering Unmasked Estep 
Score: -2937697.250000 Penalty: 3555.935547
	Iteration 47Q: 3 clusters Score -2937697 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 54721 members 
Entering Unmasked Estep 
Score: -2937810.250000 Penalty: 3555.935547
	Iteration 48Q: 3 clusters Score -2937810 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 54912 members 
Entering Unmasked Estep 
Score: -2937925.250000 Penalty: 3555.935547
	Iteration 49Q: 3 clusters Score -2937925 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 55056 members 
Entering Unmasked Estep 
Score: -2938024.000000 Penalty: 3555.935547
	Iteration 50Q: 3 clusters Score -2938024 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 55163 members 
Entering Unmasked Estep 
Score: -2938108.500000 Penalty: 3555.935547
	Iteration 51Q: 3 clusters Score -2938108 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 55266 members 
Entering Unmasked Estep 
Score: -2938169.250000 Penalty: 3555.935547
	Iteration 52Q: 3 clusters Score -2938169 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 55353 members 
Entering Unmasked Estep 
Score: -2938220.500000 Penalty: 3555.935547
	Iteration 53Q: 3 clusters Score -2938220 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 55416 members 
Entering Unmasked Estep 
Score: -2938262.500000 Penalty: 3555.935547
	Iteration 54Q: 3 clusters Score -2938262 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 55462 members 
Entering Unmasked Estep 
Score: -2938315.250000 Penalty: 3555.935547
	Iteration 55Q: 3 clusters Score -2938315 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 55501 members 
Entering Unmasked Estep 
Score: -2938348.000000 Penalty: 3555.935547
	Iteration 56Q: 3 clusters Score -2938348 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 55529 members 
Entering Unmasked Estep 
Score: -2938379.500000 Penalty: 3555.935547
	Iteration 57Q: 3 clusters Score -2938380 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 55550 members 
Entering Unmasked Estep 
Score: -2938383.000000 Penalty: 3555.935547
	Iteration 58Q: 3 clusters Score -2938383 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 55562 members 
Entering Unmasked Estep 
Score: -2938387.250000 Penalty: 3555.935547
	Iteration 59Q: 3 clusters Score -2938387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
Score: -2938419.500000 Penalty: 3555.935547
	Iteration 60F: 3 clusters Score -2938420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 55556 members 
Entering Unmasked Estep 
Score: -2938433.500000 Penalty: 3555.935547
	Iteration 61Q: 3 clusters Score -2938434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 55556 members 
Entering Unmasked Estep 
Score: -2938437.500000 Penalty: 3555.935547
	Iteration 62Q: 3 clusters Score -2938438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 55563 members 
Entering Unmasked Estep 
Score: -2938445.000000 Penalty: 3555.935547
	Iteration 63Q: 3 clusters Score -2938445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 55558 members 
Entering Unmasked Estep 
Score: -2938456.000000 Penalty: 3555.935547
	Iteration 64Q: 3 clusters Score -2938456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
Score: -2938457.750000 Penalty: 3555.935547
	Iteration 65Q: 3 clusters Score -2938458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 55563 members 
Entering Unmasked Estep 
Score: -2938465.750000 Penalty: 3555.935547
	Iteration 66Q: 3 clusters Score -2938466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 55562 members 
Entering Unmasked Estep 
Score: -2938469.000000 Penalty: 3555.935547
	Iteration 67Q: 3 clusters Score -2938469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
Score: -2938472.250000 Penalty: 3555.935547
	Iteration 68Q: 3 clusters Score -2938472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 55562 members 
Entering Unmasked Estep 
Score: -2938469.250000 Penalty: 3555.935547
	Iteration 69Q: 3 clusters Score -2938469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 55570 members 
Entering Unmasked Estep 
Score: -2938469.250000 Penalty: 3555.935547
	Iteration 70Q: 3 clusters Score -2938469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 55573 members 
Entering Unmasked Estep 
Score: -2938473.250000 Penalty: 3555.935547
	Iteration 71Q: 3 clusters Score -2938473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 55579 members 
Entering Unmasked Estep 
Score: -2938472.500000 Penalty: 3555.935547
	Iteration 72Q: 3 clusters Score -2938472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 55579 members 
Entering Unmasked Estep 
Score: -2938473.500000 Penalty: 3555.935547
	Iteration 73Q: 3 clusters Score -2938474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 55578 members 
Entering Unmasked Estep 
Score: -2938475.750000 Penalty: 3555.935547
	Iteration 74Q: 3 clusters Score -2938476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 55577 members 
Entering Unmasked Estep 
Score: -2938476.500000 Penalty: 3555.935547
	Iteration 75Q: 3 clusters Score -2938476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 55579 members 
Entering Unmasked Estep 
Score: -2938474.000000 Penalty: 3555.935547
	Iteration 76Q: 3 clusters Score -2938474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 55579 members 
Entering Unmasked Estep 
Score: -2938475.000000 Penalty: 3555.935547
	Iteration 77Q: 3 clusters Score -2938475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 55581 members 
Entering Unmasked Estep 
Score: -2938478.000000 Penalty: 3555.935547
	Iteration 78Q: 3 clusters Score -2938478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 55584 members 
Entering Unmasked Estep 
Score: -2938478.250000 Penalty: 3555.935547
	Iteration 79Q: 3 clusters Score -2938478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 55583 members 
Entering Unmasked Estep 
Score: -2938479.500000 Penalty: 3555.935547
	Iteration 80F: 3 clusters Score -2938480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 55584 members 
Entering Unmasked Estep 
Score: -2938480.250000 Penalty: 3555.935547
	Iteration 81Q: 3 clusters Score -2938480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 55584 members 
Entering Unmasked Estep 
Score: -2938480.250000 Penalty: 3555.935547
	Iteration 82F: 3 clusters Score -2938480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Entering Unmasked Estep 
Score: -165966.687500 Penalty: 1310.758789
	Iteration 0F: 2 clusters Score -165966.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -163124.140625 Penalty: 2621.517578
	Iteration 0F: 3 clusters Score -163124.1 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -163764.640625 Penalty: 2621.517578
	Iteration 1F: 3 clusters Score -163764.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -163895.890625 Penalty: 2621.517578
	Iteration 2F: 3 clusters Score -163895.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -163968.062500 Penalty: 2621.517578
	Iteration 3Q: 3 clusters Score -163968.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -164019.500000 Penalty: 2621.517578
	Iteration 4Q: 3 clusters Score -164019.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -164053.171875 Penalty: 2621.517578
	Iteration 5Q: 3 clusters Score -164053.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -164078.406250 Penalty: 2621.517578
	Iteration 6Q: 3 clusters Score -164078.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -164100.062500 Penalty: 2621.517578
	Iteration 7Q: 3 clusters Score -164100.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -164117.359375 Penalty: 2621.517578
	Iteration 8Q: 3 clusters Score -164117.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -164132.593750 Penalty: 2621.517578
	Iteration 9Q: 3 clusters Score -164132.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -164144.421875 Penalty: 2621.517578
	Iteration 10Q: 3 clusters Score -164144.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -164154.046875 Penalty: 2621.517578
	Iteration 11Q: 3 clusters Score -164154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -164161.734375 Penalty: 2621.517578
	Iteration 12Q: 3 clusters Score -164161.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -164168.343750 Penalty: 2621.517578
	Iteration 13Q: 3 clusters Score -164168.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -164180.796875 Penalty: 2621.517578
	Iteration 14Q: 3 clusters Score -164180.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -164189.203125 Penalty: 2621.517578
	Iteration 15Q: 3 clusters Score -164189.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -164196.812500 Penalty: 2621.517578
	Iteration 16Q: 3 clusters Score -164196.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -164201.546875 Penalty: 2621.517578
	Iteration 17Q: 3 clusters Score -164201.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -164208.593750 Penalty: 2621.517578
	Iteration 18Q: 3 clusters Score -164208.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -164215.796875 Penalty: 2621.517578
	Iteration 19Q: 3 clusters Score -164215.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -164220.343750 Penalty: 2621.517578
	Iteration 20F: 3 clusters Score -164220.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -164225.750000 Penalty: 2621.517578
	Iteration 21Q: 3 clusters Score -164225.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -164228.812500 Penalty: 2621.517578
	Iteration 22Q: 3 clusters Score -164228.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -164231.812500 Penalty: 2621.517578
	Iteration 23Q: 3 clusters Score -164231.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -164237.890625 Penalty: 2621.517578
	Iteration 24Q: 3 clusters Score -164237.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -164245.421875 Penalty: 2621.517578
	Iteration 25Q: 3 clusters Score -164245.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -164252.984375 Penalty: 2621.517578
	Iteration 26Q: 3 clusters Score -164253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -164258.390625 Penalty: 2621.517578
	Iteration 27Q: 3 clusters Score -164258.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -164265.312500 Penalty: 2621.517578
	Iteration 28Q: 3 clusters Score -164265.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -164274.781250 Penalty: 2621.517578
	Iteration 29Q: 3 clusters Score -164274.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -164283.453125 Penalty: 2621.517578
	Iteration 30Q: 3 clusters Score -164283.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -164294.812500 Penalty: 2621.517578
	Iteration 31Q: 3 clusters Score -164294.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -164306.265625 Penalty: 2621.517578
	Iteration 32Q: 3 clusters Score -164306.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -164320.046875 Penalty: 2621.517578
	Iteration 33Q: 3 clusters Score -164320 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -164335.328125 Penalty: 2621.517578
	Iteration 34Q: 3 clusters Score -164335.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -164360.031250 Penalty: 2621.517578
	Iteration 35Q: 3 clusters Score -164360 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -164380.171875 Penalty: 2621.517578
	Iteration 36Q: 3 clusters Score -164380.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -164395.609375 Penalty: 2621.517578
	Iteration 37Q: 3 clusters Score -164395.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -164412.093750 Penalty: 2621.517578
	Iteration 38Q: 3 clusters Score -164412.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -164424.031250 Penalty: 2621.517578
	Iteration 39Q: 3 clusters Score -164424 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -164437.437500 Penalty: 2621.517578
	Iteration 40F: 3 clusters Score -164437.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -164448.843750 Penalty: 2621.517578
	Iteration 41Q: 3 clusters Score -164448.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -164459.609375 Penalty: 2621.517578
	Iteration 42Q: 3 clusters Score -164459.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -164470.781250 Penalty: 2621.517578
	Iteration 43Q: 3 clusters Score -164470.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -164483.671875 Penalty: 2621.517578
	Iteration 44Q: 3 clusters Score -164483.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -164501.625000 Penalty: 2621.517578
	Iteration 45Q: 3 clusters Score -164501.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -164521.265625 Penalty: 2621.517578
	Iteration 46Q: 3 clusters Score -164521.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -164547.609375 Penalty: 2621.517578
	Iteration 47Q: 3 clusters Score -164547.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -164569.562500 Penalty: 2621.517578
	Iteration 48Q: 3 clusters Score -164569.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -164593.218750 Penalty: 2621.517578
	Iteration 49Q: 3 clusters Score -164593.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -164616.187500 Penalty: 2621.517578
	Iteration 50Q: 3 clusters Score -164616.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -164635.421875 Penalty: 2621.517578
	Iteration 51Q: 3 clusters Score -164635.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -164652.937500 Penalty: 2621.517578
	Iteration 52Q: 3 clusters Score -164652.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -164674.203125 Penalty: 2621.517578
	Iteration 53Q: 3 clusters Score -164674.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -164692.343750 Penalty: 2621.517578
	Iteration 54Q: 3 clusters Score -164692.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -164709.453125 Penalty: 2621.517578
	Iteration 55Q: 3 clusters Score -164709.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -164726.296875 Penalty: 2621.517578
	Iteration 56Q: 3 clusters Score -164726.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -164746.515625 Penalty: 2621.517578
	Iteration 57Q: 3 clusters Score -164746.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -164765.328125 Penalty: 2621.517578
	Iteration 58Q: 3 clusters Score -164765.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -164788.562500 Penalty: 2621.517578
	Iteration 59Q: 3 clusters Score -164788.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -164806.562500 Penalty: 2621.517578
	Iteration 60F: 3 clusters Score -164806.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -164819.953125 Penalty: 2621.517578
	Iteration 61Q: 3 clusters Score -164820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -164828.031250 Penalty: 2621.517578
	Iteration 62Q: 3 clusters Score -164828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -164834.046875 Penalty: 2621.517578
	Iteration 63Q: 3 clusters Score -164834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -164837.046875 Penalty: 2621.517578
	Iteration 64Q: 3 clusters Score -164837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -164840.718750 Penalty: 2621.517578
	Iteration 65Q: 3 clusters Score -164840.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -164842.171875 Penalty: 2621.517578
	Iteration 66Q: 3 clusters Score -164842.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -164842.765625 Penalty: 2621.517578
	Iteration 67Q: 3 clusters Score -164842.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -164843.890625 Penalty: 2621.517578
	Iteration 68Q: 3 clusters Score -164843.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -164845.796875 Penalty: 2621.517578
	Iteration 69Q: 3 clusters Score -164845.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -164847.250000 Penalty: 2621.517578
	Iteration 70Q: 3 clusters Score -164847.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -164849.203125 Penalty: 2621.517578
	Iteration 71Q: 3 clusters Score -164849.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -164851.000000 Penalty: 2621.517578
	Iteration 72Q: 3 clusters Score -164851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -164852.156250 Penalty: 2621.517578
	Iteration 73Q: 3 clusters Score -164852.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -164854.203125 Penalty: 2621.517578
	Iteration 74Q: 3 clusters Score -164854.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -164854.203125 Penalty: 2621.517578
	Iteration 75F: 3 clusters Score -164854.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Entering Unmasked Estep 
Score: -256950.843750 Penalty: 1372.669922
	Iteration 0F: 2 clusters Score -256950.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -253148.390625 Penalty: 2745.339844
	Iteration 0F: 3 clusters Score -253148.4 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -254125.906250 Penalty: 2745.339844
	Iteration 1F: 3 clusters Score -254125.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -254285.656250 Penalty: 2745.339844
	Iteration 2F: 3 clusters Score -254285.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -254399.593750 Penalty: 2745.339844
	Iteration 3Q: 3 clusters Score -254399.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -254494.578125 Penalty: 2745.339844
	Iteration 4Q: 3 clusters Score -254494.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -254569.125000 Penalty: 2745.339844
	Iteration 5Q: 3 clusters Score -254569.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -254642.062500 Penalty: 2745.339844
	Iteration 6Q: 3 clusters Score -254642.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -254718.437500 Penalty: 2745.339844
	Iteration 7Q: 3 clusters Score -254718.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -254782.796875 Penalty: 2745.339844
	Iteration 8Q: 3 clusters Score -254782.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -254855.937500 Penalty: 2745.339844
	Iteration 9Q: 3 clusters Score -254855.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -254937.578125 Penalty: 2745.339844
	Iteration 10Q: 3 clusters Score -254937.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -255025.890625 Penalty: 2745.339844
	Iteration 11Q: 3 clusters Score -255025.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -255143.562500 Penalty: 2745.339844
	Iteration 12Q: 3 clusters Score -255143.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -255255.765625 Penalty: 2745.339844
	Iteration 13Q: 3 clusters Score -255255.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -255331.687500 Penalty: 2745.339844
	Iteration 14Q: 3 clusters Score -255331.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -255387.109375 Penalty: 2745.339844
	Iteration 15Q: 3 clusters Score -255387.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -255432.406250 Penalty: 2745.339844
	Iteration 16Q: 3 clusters Score -255432.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -255468.031250 Penalty: 2745.339844
	Iteration 17Q: 3 clusters Score -255468 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -255491.046875 Penalty: 2745.339844
	Iteration 18Q: 3 clusters Score -255491 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -255510.093750 Penalty: 2745.339844
	Iteration 19Q: 3 clusters Score -255510.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -255524.203125 Penalty: 2745.339844
	Iteration 20F: 3 clusters Score -255524.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -255540.281250 Penalty: 2745.339844
	Iteration 21Q: 3 clusters Score -255540.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -255556.859375 Penalty: 2745.339844
	Iteration 22Q: 3 clusters Score -255556.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -255572.078125 Penalty: 2745.339844
	Iteration 23Q: 3 clusters Score -255572.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -255588.421875 Penalty: 2745.339844
	Iteration 24Q: 3 clusters Score -255588.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -255596.109375 Penalty: 2745.339844
	Iteration 25Q: 3 clusters Score -255596.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -255602.125000 Penalty: 2745.339844
	Iteration 26Q: 3 clusters Score -255602.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -255606.828125 Penalty: 2745.339844
	Iteration 27Q: 3 clusters Score -255606.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -255611.703125 Penalty: 2745.339844
	Iteration 28Q: 3 clusters Score -255611.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -255616.734375 Penalty: 2745.339844
	Iteration 29Q: 3 clusters Score -255616.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -255620.750000 Penalty: 2745.339844
	Iteration 30Q: 3 clusters Score -255620.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -255626.062500 Penalty: 2745.339844
	Iteration 31Q: 3 clusters Score -255626.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -255630.968750 Penalty: 2745.339844
	Iteration 32Q: 3 clusters Score -255631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -255635.187500 Penalty: 2745.339844
	Iteration 33Q: 3 clusters Score -255635.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -255640.765625 Penalty: 2745.339844
	Iteration 34Q: 3 clusters Score -255640.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -255646.140625 Penalty: 2745.339844
	Iteration 35Q: 3 clusters Score -255646.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -255648.640625 Penalty: 2745.339844
	Iteration 36Q: 3 clusters Score -255648.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -255649.375000 Penalty: 2745.339844
	Iteration 37Q: 3 clusters Score -255649.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -255651.578125 Penalty: 2745.339844
	Iteration 38Q: 3 clusters Score -255651.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -255653.750000 Penalty: 2745.339844
	Iteration 39Q: 3 clusters Score -255653.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -255656.562500 Penalty: 2745.339844
	Iteration 40F: 3 clusters Score -255656.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -255659.812500 Penalty: 2745.339844
	Iteration 41Q: 3 clusters Score -255659.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -255660.843750 Penalty: 2745.339844
	Iteration 42Q: 3 clusters Score -255660.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -255662.593750 Penalty: 2745.339844
	Iteration 43Q: 3 clusters Score -255662.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -255663.609375 Penalty: 2745.339844
	Iteration 44Q: 3 clusters Score -255663.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -255664.500000 Penalty: 2745.339844
	Iteration 45Q: 3 clusters Score -255664.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -255665.218750 Penalty: 2745.339844
	Iteration 46Q: 3 clusters Score -255665.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -255666.656250 Penalty: 2745.339844
	Iteration 47Q: 3 clusters Score -255666.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -255668.828125 Penalty: 2745.339844
	Iteration 48Q: 3 clusters Score -255668.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -255670.515625 Penalty: 2745.339844
	Iteration 49Q: 3 clusters Score -255670.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -255671.437500 Penalty: 2745.339844
	Iteration 50Q: 3 clusters Score -255671.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -255674.515625 Penalty: 2745.339844
	Iteration 51Q: 3 clusters Score -255674.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -255676.609375 Penalty: 2745.339844
	Iteration 52Q: 3 clusters Score -255676.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -255678.312500 Penalty: 2745.339844
	Iteration 53Q: 3 clusters Score -255678.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -255680.140625 Penalty: 2745.339844
	Iteration 54Q: 3 clusters Score -255680.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -255683.359375 Penalty: 2745.339844
	Iteration 55Q: 3 clusters Score -255683.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -255687.140625 Penalty: 2745.339844
	Iteration 56Q: 3 clusters Score -255687.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -255689.390625 Penalty: 2745.339844
	Iteration 57Q: 3 clusters Score -255689.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -255693.484375 Penalty: 2745.339844
	Iteration 58Q: 3 clusters Score -255693.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -255695.625000 Penalty: 2745.339844
	Iteration 59Q: 3 clusters Score -255695.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -255699.828125 Penalty: 2745.339844
	Iteration 60F: 3 clusters Score -255699.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -255702.437500 Penalty: 2745.339844
	Iteration 61Q: 3 clusters Score -255702.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -255706.453125 Penalty: 2745.339844
	Iteration 62Q: 3 clusters Score -255706.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -255709.125000 Penalty: 2745.339844
	Iteration 63Q: 3 clusters Score -255709.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -255714.843750 Penalty: 2745.339844
	Iteration 64Q: 3 clusters Score -255714.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -255720.843750 Penalty: 2745.339844
	Iteration 65Q: 3 clusters Score -255720.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -255725.031250 Penalty: 2745.339844
	Iteration 66Q: 3 clusters Score -255725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -255728.500000 Penalty: 2745.339844
	Iteration 67Q: 3 clusters Score -255728.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -255731.046875 Penalty: 2745.339844
	Iteration 68Q: 3 clusters Score -255731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -255733.515625 Penalty: 2745.339844
	Iteration 69Q: 3 clusters Score -255733.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -255734.312500 Penalty: 2745.339844
	Iteration 70Q: 3 clusters Score -255734.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -255735.062500 Penalty: 2745.339844
	Iteration 71Q: 3 clusters Score -255735.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -255735.125000 Penalty: 2745.339844
	Iteration 72Q: 3 clusters Score -255735.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -255735.125000 Penalty: 2745.339844
	Iteration 73F: 3 clusters Score -255735.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Entering Unmasked Estep 
Score: -813342.875000 Penalty: 1569.035522
	Iteration 0F: 2 clusters Score -813342.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -802655.000000 Penalty: 3138.071045
	Iteration 0F: 3 clusters Score -802655 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -806421.500000 Penalty: 3138.071045
	Iteration 1F: 3 clusters Score -806421.5 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -806829.750000 Penalty: 3138.071045
	Iteration 2F: 3 clusters Score -806829.8 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -807210.062500 Penalty: 3138.071045
	Iteration 3F: 3 clusters Score -807210.1 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -807611.062500 Penalty: 3138.071045
	Iteration 4Q: 3 clusters Score -807611.1 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -808116.187500 Penalty: 3138.071045
	Iteration 5F: 3 clusters Score -808116.2 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -808675.125000 Penalty: 3138.071045
	Iteration 6F: 3 clusters Score -808675.1 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -809253.125000 Penalty: 3138.071045
	Iteration 7F: 3 clusters Score -809253.1 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -809764.625000 Penalty: 3138.071045
	Iteration 8F: 3 clusters Score -809764.6 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -810138.687500 Penalty: 3138.071045
	Iteration 9Q: 3 clusters Score -810138.7 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -810342.437500 Penalty: 3138.071045
	Iteration 10Q: 3 clusters Score -810342.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -810434.875000 Penalty: 3138.071045
	Iteration 11Q: 3 clusters Score -810434.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -810493.875000 Penalty: 3138.071045
	Iteration 12Q: 3 clusters Score -810493.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -810528.187500 Penalty: 3138.071045
	Iteration 13Q: 3 clusters Score -810528.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -810550.562500 Penalty: 3138.071045
	Iteration 14Q: 3 clusters Score -810550.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -810571.375000 Penalty: 3138.071045
	Iteration 15Q: 3 clusters Score -810571.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -810582.062500 Penalty: 3138.071045
	Iteration 16Q: 3 clusters Score -810582.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -810595.687500 Penalty: 3138.071045
	Iteration 17Q: 3 clusters Score -810595.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -810603.500000 Penalty: 3138.071045
	Iteration 18Q: 3 clusters Score -810603.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -810613.437500 Penalty: 3138.071045
	Iteration 19Q: 3 clusters Score -810613.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -810618.687500 Penalty: 3138.071045
	Iteration 20F: 3 clusters Score -810618.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -810627.375000 Penalty: 3138.071045
	Iteration 21Q: 3 clusters Score -810627.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -810637.937500 Penalty: 3138.071045
	Iteration 22Q: 3 clusters Score -810637.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -810644.250000 Penalty: 3138.071045
	Iteration 23Q: 3 clusters Score -810644.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -810652.500000 Penalty: 3138.071045
	Iteration 24Q: 3 clusters Score -810652.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -810655.250000 Penalty: 3138.071045
	Iteration 25Q: 3 clusters Score -810655.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -810660.687500 Penalty: 3138.071045
	Iteration 26Q: 3 clusters Score -810660.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -810665.750000 Penalty: 3138.071045
	Iteration 27Q: 3 clusters Score -810665.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -810668.437500 Penalty: 3138.071045
	Iteration 28Q: 3 clusters Score -810668.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -810672.750000 Penalty: 3138.071045
	Iteration 29Q: 3 clusters Score -810672.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -810672.562500 Penalty: 3138.071045
	Iteration 30Q: 3 clusters Score -810672.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -810677.437500 Penalty: 3138.071045
	Iteration 31Q: 3 clusters Score -810677.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -810675.625000 Penalty: 3138.071045
	Iteration 32Q: 3 clusters Score -810675.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -810680.812500 Penalty: 3138.071045
	Iteration 33Q: 3 clusters Score -810680.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -810679.500000 Penalty: 3138.071045
	Iteration 34Q: 3 clusters Score -810679.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -810682.187500 Penalty: 3138.071045
	Iteration 35Q: 3 clusters Score -810682.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -810683.000000 Penalty: 3138.071045
	Iteration 36Q: 3 clusters Score -810683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -810684.625000 Penalty: 3138.071045
	Iteration 37Q: 3 clusters Score -810684.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -810685.375000 Penalty: 3138.071045
	Iteration 38Q: 3 clusters Score -810685.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -810685.625000 Penalty: 3138.071045
	Iteration 39Q: 3 clusters Score -810685.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -810686.500000 Penalty: 3138.071045
	Iteration 40F: 3 clusters Score -810686.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -810688.312500 Penalty: 3138.071045
	Iteration 41Q: 3 clusters Score -810688.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -810689.812500 Penalty: 3138.071045
	Iteration 42Q: 3 clusters Score -810689.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -810691.875000 Penalty: 3138.071045
	Iteration 43Q: 3 clusters Score -810691.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -810690.375000 Penalty: 3138.071045
	Iteration 44Q: 3 clusters Score -810690.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -810694.750000 Penalty: 3138.071045
	Iteration 45Q: 3 clusters Score -810694.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -810696.250000 Penalty: 3138.071045
	Iteration 46Q: 3 clusters Score -810696.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -810696.375000 Penalty: 3138.071045
	Iteration 47Q: 3 clusters Score -810696.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -810699.437500 Penalty: 3138.071045
	Iteration 48Q: 3 clusters Score -810699.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -810702.000000 Penalty: 3138.071045
	Iteration 49Q: 3 clusters Score -810702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -810703.375000 Penalty: 3138.071045
	Iteration 50Q: 3 clusters Score -810703.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -810706.687500 Penalty: 3138.071045
	Iteration 51Q: 3 clusters Score -810706.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -810708.750000 Penalty: 3138.071045
	Iteration 52Q: 3 clusters Score -810708.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -810711.000000 Penalty: 3138.071045
	Iteration 53Q: 3 clusters Score -810711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -810712.312500 Penalty: 3138.071045
	Iteration 54Q: 3 clusters Score -810712.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -810713.437500 Penalty: 3138.071045
	Iteration 55Q: 3 clusters Score -810713.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -810713.812500 Penalty: 3138.071045
	Iteration 56Q: 3 clusters Score -810713.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -810714.500000 Penalty: 3138.071045
	Iteration 57Q: 3 clusters Score -810714.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -810716.375000 Penalty: 3138.071045
	Iteration 58Q: 3 clusters Score -810716.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -810718.812500 Penalty: 3138.071045
	Iteration 59Q: 3 clusters Score -810718.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -810718.750000 Penalty: 3138.071045
	Iteration 60F: 3 clusters Score -810718.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -810721.937500 Penalty: 3138.071045
	Iteration 61Q: 3 clusters Score -810721.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -810722.687500 Penalty: 3138.071045
	Iteration 62Q: 3 clusters Score -810722.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -810720.812500 Penalty: 3138.071045
	Iteration 63Q: 3 clusters Score -810720.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -810722.812500 Penalty: 3138.071045
	Iteration 64Q: 3 clusters Score -810722.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -810724.375000 Penalty: 3138.071045
	Iteration 65Q: 3 clusters Score -810724.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -810724.750000 Penalty: 3138.071045
	Iteration 66Q: 3 clusters Score -810724.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -810725.312500 Penalty: 3138.071045
	Iteration 67Q: 3 clusters Score -810725.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -810726.062500 Penalty: 3138.071045
	Iteration 68Q: 3 clusters Score -810726.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -810726.312500 Penalty: 3138.071045
	Iteration 69Q: 3 clusters Score -810726.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -810723.312500 Penalty: 3138.071045
	Iteration 70Q: 3 clusters Score -810723.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -810725.000000 Penalty: 3138.071045
	Iteration 71Q: 3 clusters Score -810725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -810726.312500 Penalty: 3138.071045
	Iteration 72Q: 3 clusters Score -810726.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -810727.625000 Penalty: 3138.071045
	Iteration 73Q: 3 clusters Score -810727.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -810728.062500 Penalty: 3138.071045
	Iteration 74Q: 3 clusters Score -810728.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -810729.687500 Penalty: 3138.071045
	Iteration 75Q: 3 clusters Score -810729.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -810729.437500 Penalty: 3138.071045
	Iteration 76Q: 3 clusters Score -810729.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -810727.125000 Penalty: 3138.071045
	Iteration 77Q: 3 clusters Score -810727.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -810729.437500 Penalty: 3138.071045
	Iteration 78Q: 3 clusters Score -810729.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -810732.187500 Penalty: 3138.071045
	Iteration 79Q: 3 clusters Score -810732.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -810732.125000 Penalty: 3138.071045
	Iteration 80F: 3 clusters Score -810732.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -810735.312500 Penalty: 3138.071045
	Iteration 81Q: 3 clusters Score -810735.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -810736.625000 Penalty: 3138.071045
	Iteration 82Q: 3 clusters Score -810736.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -810741.375000 Penalty: 3138.071045
	Iteration 83Q: 3 clusters Score -810741.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -810744.312500 Penalty: 3138.071045
	Iteration 84Q: 3 clusters Score -810744.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -810742.312500 Penalty: 3138.071045
	Iteration 85Q: 3 clusters Score -810742.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -810742.250000 Penalty: 3138.071045
	Iteration 86Q: 3 clusters Score -810742.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -810741.312500 Penalty: 3138.071045
	Iteration 87Q: 3 clusters Score -810741.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -810740.437500 Penalty: 3138.071045
	Iteration 88Q: 3 clusters Score -810740.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -810741.937500 Penalty: 3138.071045
	Iteration 89Q: 3 clusters Score -810741.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -810743.937500 Penalty: 3138.071045
	Iteration 90Q: 3 clusters Score -810743.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -810744.312500 Penalty: 3138.071045
	Iteration 91Q: 3 clusters Score -810744.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -810747.375000 Penalty: 3138.071045
	Iteration 92Q: 3 clusters Score -810747.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -810745.062500 Penalty: 3138.071045
	Iteration 93Q: 3 clusters Score -810745.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -810745.187500 Penalty: 3138.071045
	Iteration 94Q: 3 clusters Score -810745.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -810744.562500 Penalty: 3138.071045
	Iteration 95Q: 3 clusters Score -810744.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -810748.125000 Penalty: 3138.071045
	Iteration 96Q: 3 clusters Score -810748.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -810747.375000 Penalty: 3138.071045
	Iteration 97Q: 3 clusters Score -810747.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -810750.187500 Penalty: 3138.071045
	Iteration 98Q: 3 clusters Score -810750.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -810751.937500 Penalty: 3138.071045
	Iteration 99Q: 3 clusters Score -810751.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -810752.937500 Penalty: 3138.071045
	Iteration 100F: 3 clusters Score -810752.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -810751.562500 Penalty: 3138.071045
	Iteration 101Q: 3 clusters Score -810751.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -810756.250000 Penalty: 3138.071045
	Iteration 102Q: 3 clusters Score -810756.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -810755.187500 Penalty: 3138.071045
	Iteration 103Q: 3 clusters Score -810755.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -810756.062500 Penalty: 3138.071045
	Iteration 104Q: 3 clusters Score -810756.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -810755.500000 Penalty: 3138.071045
	Iteration 105Q: 3 clusters Score -810755.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -810756.000000 Penalty: 3138.071045
	Iteration 106Q: 3 clusters Score -810756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -810759.750000 Penalty: 3138.071045
	Iteration 107Q: 3 clusters Score -810759.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -810759.187500 Penalty: 3138.071045
	Iteration 108Q: 3 clusters Score -810759.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -810760.250000 Penalty: 3138.071045
	Iteration 109Q: 3 clusters Score -810760.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -810759.000000 Penalty: 3138.071045
	Iteration 110Q: 3 clusters Score -810759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -810762.312500 Penalty: 3138.071045
	Iteration 111Q: 3 clusters Score -810762.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -810764.812500 Penalty: 3138.071045
	Iteration 112Q: 3 clusters Score -810764.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -810763.687500 Penalty: 3138.071045
	Iteration 113Q: 3 clusters Score -810763.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -810762.625000 Penalty: 3138.071045
	Iteration 114Q: 3 clusters Score -810762.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -810763.187500 Penalty: 3138.071045
	Iteration 115Q: 3 clusters Score -810763.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -810763.125000 Penalty: 3138.071045
	Iteration 116Q: 3 clusters Score -810763.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -810762.312500 Penalty: 3138.071045
	Iteration 117Q: 3 clusters Score -810762.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -810764.500000 Penalty: 3138.071045
	Iteration 118Q: 3 clusters Score -810764.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -810765.125000 Penalty: 3138.071045
	Iteration 119Q: 3 clusters Score -810765.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -810765.375000 Penalty: 3138.071045
	Iteration 120F: 3 clusters Score -810765.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -810764.250000 Penalty: 3138.071045
	Iteration 121Q: 3 clusters Score -810764.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -810762.750000 Penalty: 3138.071045
	Iteration 122Q: 3 clusters Score -810762.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -810763.687500 Penalty: 3138.071045
	Iteration 123Q: 3 clusters Score -810763.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -810763.562500 Penalty: 3138.071045
	Iteration 124Q: 3 clusters Score -810763.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -810763.562500 Penalty: 3138.071045
	Iteration 125Q: 3 clusters Score -810763.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -810763.375000 Penalty: 3138.071045
	Iteration 126Q: 3 clusters Score -810763.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -810763.562500 Penalty: 3138.071045
	Iteration 127Q: 3 clusters Score -810763.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -810764.312500 Penalty: 3138.071045
	Iteration 128Q: 3 clusters Score -810764.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -810764.937500 Penalty: 3138.071045
	Iteration 129Q: 3 clusters Score -810764.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -810768.000000 Penalty: 3138.071045
	Iteration 130Q: 3 clusters Score -810768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -810770.937500 Penalty: 3138.071045
	Iteration 131Q: 3 clusters Score -810770.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -810772.437500 Penalty: 3138.071045
	Iteration 132Q: 3 clusters Score -810772.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -810772.437500 Penalty: 3138.071045
	Iteration 133Q: 3 clusters Score -810772.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -810773.312500 Penalty: 3138.071045
	Iteration 134Q: 3 clusters Score -810773.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -810775.000000 Penalty: 3138.071045
	Iteration 135Q: 3 clusters Score -810775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -810774.375000 Penalty: 3138.071045
	Iteration 136Q: 3 clusters Score -810774.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -810775.937500 Penalty: 3138.071045
	Iteration 137Q: 3 clusters Score -810775.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -810780.875000 Penalty: 3138.071045
	Iteration 138Q: 3 clusters Score -810780.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -810781.875000 Penalty: 3138.071045
	Iteration 139Q: 3 clusters Score -810781.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -810782.687500 Penalty: 3138.071045
	Iteration 140F: 3 clusters Score -810782.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -810785.687500 Penalty: 3138.071045
	Iteration 141Q: 3 clusters Score -810785.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -810788.250000 Penalty: 3138.071045
	Iteration 142Q: 3 clusters Score -810788.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -810788.750000 Penalty: 3138.071045
	Iteration 143Q: 3 clusters Score -810788.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -810792.437500 Penalty: 3138.071045
	Iteration 144Q: 3 clusters Score -810792.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -810795.437500 Penalty: 3138.071045
	Iteration 145Q: 3 clusters Score -810795.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -810798.687500 Penalty: 3138.071045
	Iteration 146Q: 3 clusters Score -810798.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -810803.375000 Penalty: 3138.071045
	Iteration 147Q: 3 clusters Score -810803.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -810809.812500 Penalty: 3138.071045
	Iteration 148Q: 3 clusters Score -810809.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -810814.250000 Penalty: 3138.071045
	Iteration 149Q: 3 clusters Score -810814.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -810817.312500 Penalty: 3138.071045
	Iteration 150Q: 3 clusters Score -810817.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -810827.750000 Penalty: 3138.071045
	Iteration 151Q: 3 clusters Score -810827.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -810836.062500 Penalty: 3138.071045
	Iteration 152Q: 3 clusters Score -810836.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -810841.625000 Penalty: 3138.071045
	Iteration 153Q: 3 clusters Score -810841.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -810854.187500 Penalty: 3138.071045
	Iteration 154Q: 3 clusters Score -810854.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -810857.250000 Penalty: 3138.071045
	Iteration 155Q: 3 clusters Score -810857.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -810865.687500 Penalty: 3138.071045
	Iteration 156Q: 3 clusters Score -810865.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -810869.937500 Penalty: 3138.071045
	Iteration 157Q: 3 clusters Score -810869.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -810870.750000 Penalty: 3138.071045
	Iteration 158Q: 3 clusters Score -810870.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -810875.562500 Penalty: 3138.071045
	Iteration 159Q: 3 clusters Score -810875.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -810882.812500 Penalty: 3138.071045
	Iteration 160F: 3 clusters Score -810882.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -810894.437500 Penalty: 3138.071045
	Iteration 161Q: 3 clusters Score -810894.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -810901.000000 Penalty: 3138.071045
	Iteration 162Q: 3 clusters Score -810901 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -810912.062500 Penalty: 3138.071045
	Iteration 163Q: 3 clusters Score -810912.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -810925.062500 Penalty: 3138.071045
	Iteration 164Q: 3 clusters Score -810925.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -810938.500000 Penalty: 3138.071045
	Iteration 165Q: 3 clusters Score -810938.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -810952.500000 Penalty: 3138.071045
	Iteration 166Q: 3 clusters Score -810952.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -810966.375000 Penalty: 3138.071045
	Iteration 167Q: 3 clusters Score -810966.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -810987.437500 Penalty: 3138.071045
	Iteration 168Q: 3 clusters Score -810987.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -811007.937500 Penalty: 3138.071045
	Iteration 169Q: 3 clusters Score -811007.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -811036.250000 Penalty: 3138.071045
	Iteration 170Q: 3 clusters Score -811036.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -811060.062500 Penalty: 3138.071045
	Iteration 171Q: 3 clusters Score -811060.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -811080.312500 Penalty: 3138.071045
	Iteration 172Q: 3 clusters Score -811080.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -811099.625000 Penalty: 3138.071045
	Iteration 173Q: 3 clusters Score -811099.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -811126.187500 Penalty: 3138.071045
	Iteration 174Q: 3 clusters Score -811126.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -811144.562500 Penalty: 3138.071045
	Iteration 175Q: 3 clusters Score -811144.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -811165.562500 Penalty: 3138.071045
	Iteration 176Q: 3 clusters Score -811165.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -811181.375000 Penalty: 3138.071045
	Iteration 177Q: 3 clusters Score -811181.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -811200.812500 Penalty: 3138.071045
	Iteration 178Q: 3 clusters Score -811200.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -811215.375000 Penalty: 3138.071045
	Iteration 179Q: 3 clusters Score -811215.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -811234.250000 Penalty: 3138.071045
	Iteration 180F: 3 clusters Score -811234.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -811255.187500 Penalty: 3138.071045
	Iteration 181Q: 3 clusters Score -811255.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -811268.625000 Penalty: 3138.071045
	Iteration 182Q: 3 clusters Score -811268.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -811288.812500 Penalty: 3138.071045
	Iteration 183Q: 3 clusters Score -811288.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -811307.375000 Penalty: 3138.071045
	Iteration 184Q: 3 clusters Score -811307.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -811321.562500 Penalty: 3138.071045
	Iteration 185Q: 3 clusters Score -811321.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -811334.000000 Penalty: 3138.071045
	Iteration 186Q: 3 clusters Score -811334 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -811344.937500 Penalty: 3138.071045
	Iteration 187Q: 3 clusters Score -811344.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -811361.687500 Penalty: 3138.071045
	Iteration 188Q: 3 clusters Score -811361.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -811379.812500 Penalty: 3138.071045
	Iteration 189Q: 3 clusters Score -811379.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -811393.687500 Penalty: 3138.071045
	Iteration 190Q: 3 clusters Score -811393.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -811410.250000 Penalty: 3138.071045
	Iteration 191Q: 3 clusters Score -811410.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -811422.187500 Penalty: 3138.071045
	Iteration 192Q: 3 clusters Score -811422.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -811443.437500 Penalty: 3138.071045
	Iteration 193Q: 3 clusters Score -811443.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -811461.125000 Penalty: 3138.071045
	Iteration 194Q: 3 clusters Score -811461.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -811483.250000 Penalty: 3138.071045
	Iteration 195Q: 3 clusters Score -811483.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -811505.187500 Penalty: 3138.071045
	Iteration 196Q: 3 clusters Score -811505.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -811526.125000 Penalty: 3138.071045
	Iteration 197Q: 3 clusters Score -811526.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -811547.000000 Penalty: 3138.071045
	Iteration 198Q: 3 clusters Score -811547 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -811571.250000 Penalty: 3138.071045
	Iteration 199Q: 3 clusters Score -811571.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -811591.312500 Penalty: 3138.071045
	Iteration 200F: 3 clusters Score -811591.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -811616.687500 Penalty: 3138.071045
	Iteration 201Q: 3 clusters Score -811616.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -811647.187500 Penalty: 3138.071045
	Iteration 202Q: 3 clusters Score -811647.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -811670.062500 Penalty: 3138.071045
	Iteration 203Q: 3 clusters Score -811670.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -811697.812500 Penalty: 3138.071045
	Iteration 204Q: 3 clusters Score -811697.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -811720.625000 Penalty: 3138.071045
	Iteration 205Q: 3 clusters Score -811720.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -811741.812500 Penalty: 3138.071045
	Iteration 206Q: 3 clusters Score -811741.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -811758.125000 Penalty: 3138.071045
	Iteration 207Q: 3 clusters Score -811758.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -811781.250000 Penalty: 3138.071045
	Iteration 208Q: 3 clusters Score -811781.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -811805.937500 Penalty: 3138.071045
	Iteration 209Q: 3 clusters Score -811805.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -811833.625000 Penalty: 3138.071045
	Iteration 210Q: 3 clusters Score -811833.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -811859.500000 Penalty: 3138.071045
	Iteration 211Q: 3 clusters Score -811859.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -811893.312500 Penalty: 3138.071045
	Iteration 212Q: 3 clusters Score -811893.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -811926.812500 Penalty: 3138.071045
	Iteration 213Q: 3 clusters Score -811926.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -811945.062500 Penalty: 3138.071045
	Iteration 214Q: 3 clusters Score -811945.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -811962.812500 Penalty: 3138.071045
	Iteration 215Q: 3 clusters Score -811962.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -811977.500000 Penalty: 3138.071045
	Iteration 216Q: 3 clusters Score -811977.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -811991.187500 Penalty: 3138.071045
	Iteration 217Q: 3 clusters Score -811991.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -812002.250000 Penalty: 3138.071045
	Iteration 218Q: 3 clusters Score -812002.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -812011.625000 Penalty: 3138.071045
	Iteration 219Q: 3 clusters Score -812011.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -812020.437500 Penalty: 3138.071045
	Iteration 220F: 3 clusters Score -812020.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -812024.562500 Penalty: 3138.071045
	Iteration 221Q: 3 clusters Score -812024.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -812036.250000 Penalty: 3138.071045
	Iteration 222Q: 3 clusters Score -812036.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -812044.750000 Penalty: 3138.071045
	Iteration 223Q: 3 clusters Score -812044.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -812056.625000 Penalty: 3138.071045
	Iteration 224Q: 3 clusters Score -812056.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -812071.250000 Penalty: 3138.071045
	Iteration 225Q: 3 clusters Score -812071.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -812084.000000 Penalty: 3138.071045
	Iteration 226Q: 3 clusters Score -812084 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -812099.750000 Penalty: 3138.071045
	Iteration 227Q: 3 clusters Score -812099.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -812121.000000 Penalty: 3138.071045
	Iteration 228Q: 3 clusters Score -812121 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -812140.312500 Penalty: 3138.071045
	Iteration 229Q: 3 clusters Score -812140.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -812151.937500 Penalty: 3138.071045
	Iteration 230Q: 3 clusters Score -812151.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -812165.375000 Penalty: 3138.071045
	Iteration 231Q: 3 clusters Score -812165.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -812183.687500 Penalty: 3138.071045
	Iteration 232Q: 3 clusters Score -812183.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -812194.125000 Penalty: 3138.071045
	Iteration 233Q: 3 clusters Score -812194.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -812200.687500 Penalty: 3138.071045
	Iteration 234Q: 3 clusters Score -812200.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -812205.312500 Penalty: 3138.071045
	Iteration 235Q: 3 clusters Score -812205.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -812207.250000 Penalty: 3138.071045
	Iteration 236Q: 3 clusters Score -812207.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -812208.187500 Penalty: 3138.071045
	Iteration 237Q: 3 clusters Score -812208.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -812210.125000 Penalty: 3138.071045
	Iteration 238Q: 3 clusters Score -812210.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -812211.937500 Penalty: 3138.071045
	Iteration 239Q: 3 clusters Score -812211.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -812215.625000 Penalty: 3138.071045
	Iteration 240F: 3 clusters Score -812215.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -812215.625000 Penalty: 3138.071045
	Iteration 241Q: 3 clusters Score -812215.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -812217.125000 Penalty: 3138.071045
	Iteration 242Q: 3 clusters Score -812217.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -812219.187500 Penalty: 3138.071045
	Iteration 243Q: 3 clusters Score -812219.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -812219.937500 Penalty: 3138.071045
	Iteration 244Q: 3 clusters Score -812219.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -812220.687500 Penalty: 3138.071045
	Iteration 245Q: 3 clusters Score -812220.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -812222.000000 Penalty: 3138.071045
	Iteration 246Q: 3 clusters Score -812222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -812221.187500 Penalty: 3138.071045
	Iteration 247Q: 3 clusters Score -812221.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -812222.937500 Penalty: 3138.071045
	Iteration 248Q: 3 clusters Score -812222.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -812226.250000 Penalty: 3138.071045
	Iteration 249Q: 3 clusters Score -812226.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -812226.750000 Penalty: 3138.071045
	Iteration 250Q: 3 clusters Score -812226.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -812228.625000 Penalty: 3138.071045
	Iteration 251Q: 3 clusters Score -812228.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -812227.812500 Penalty: 3138.071045
	Iteration 252Q: 3 clusters Score -812227.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -812227.812500 Penalty: 3138.071045
	Iteration 253F: 3 clusters Score -812227.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Entering Unmasked Estep 
Score: -490468.000000 Penalty: 1486.763794
	Iteration 0F: 2 clusters Score -490468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -483684.625000 Penalty: 2973.527588
	Iteration 0F: 3 clusters Score -483684.6 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -485798.750000 Penalty: 2973.527588
	Iteration 1F: 3 clusters Score -485798.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -486018.062500 Penalty: 2973.527588
	Iteration 2F: 3 clusters Score -486018.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -486177.875000 Penalty: 2973.527588
	Iteration 3Q: 3 clusters Score -486177.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -486297.375000 Penalty: 2973.527588
	Iteration 4Q: 3 clusters Score -486297.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -486365.437500 Penalty: 2973.527588
	Iteration 5Q: 3 clusters Score -486365.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -486410.250000 Penalty: 2973.527588
	Iteration 6Q: 3 clusters Score -486410.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -486465.500000 Penalty: 2973.527588
	Iteration 7Q: 3 clusters Score -486465.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -486512.156250 Penalty: 2973.527588
	Iteration 8Q: 3 clusters Score -486512.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -486544.343750 Penalty: 2973.527588
	Iteration 9Q: 3 clusters Score -486544.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -486566.968750 Penalty: 2973.527588
	Iteration 10Q: 3 clusters Score -486567 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -486590.218750 Penalty: 2973.527588
	Iteration 11Q: 3 clusters Score -486590.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -486607.750000 Penalty: 2973.527588
	Iteration 12Q: 3 clusters Score -486607.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -486624.218750 Penalty: 2973.527588
	Iteration 13Q: 3 clusters Score -486624.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -486644.406250 Penalty: 2973.527588
	Iteration 14Q: 3 clusters Score -486644.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -486666.375000 Penalty: 2973.527588
	Iteration 15Q: 3 clusters Score -486666.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -486688.312500 Penalty: 2973.527588
	Iteration 16Q: 3 clusters Score -486688.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -486720.062500 Penalty: 2973.527588
	Iteration 17Q: 3 clusters Score -486720.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -486761.656250 Penalty: 2973.527588
	Iteration 18Q: 3 clusters Score -486761.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -486813.062500 Penalty: 2973.527588
	Iteration 19Q: 3 clusters Score -486813.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -486889.593750 Penalty: 2973.527588
	Iteration 20F: 3 clusters Score -486889.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -487016.468750 Penalty: 2973.527588
	Iteration 21Q: 3 clusters Score -487016.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -487161.875000 Penalty: 2973.527588
	Iteration 22Q: 3 clusters Score -487161.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -487345.343750 Penalty: 2973.527588
	Iteration 23Q: 3 clusters Score -487345.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -487596.093750 Penalty: 2973.527588
	Iteration 24Q: 3 clusters Score -487596.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -487877.000000 Penalty: 2973.527588
	Iteration 25Q: 3 clusters Score -487877 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -488170.968750 Penalty: 2973.527588
	Iteration 26Q: 3 clusters Score -488171 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -488421.968750 Penalty: 2973.527588
	Iteration 27Q: 3 clusters Score -488422 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -488643.218750 Penalty: 2973.527588
	Iteration 28Q: 3 clusters Score -488643.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -488822.562500 Penalty: 2973.527588
	Iteration 29Q: 3 clusters Score -488822.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -488931.062500 Penalty: 2973.527588
	Iteration 30Q: 3 clusters Score -488931.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -489008.906250 Penalty: 2973.527588
	Iteration 31Q: 3 clusters Score -489008.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -489057.218750 Penalty: 2973.527588
	Iteration 32Q: 3 clusters Score -489057.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -489090.312500 Penalty: 2973.527588
	Iteration 33Q: 3 clusters Score -489090.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -489113.656250 Penalty: 2973.527588
	Iteration 34Q: 3 clusters Score -489113.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -489126.531250 Penalty: 2973.527588
	Iteration 35Q: 3 clusters Score -489126.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -489135.968750 Penalty: 2973.527588
	Iteration 36Q: 3 clusters Score -489136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -489144.968750 Penalty: 2973.527588
	Iteration 37Q: 3 clusters Score -489145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -489150.562500 Penalty: 2973.527588
	Iteration 38Q: 3 clusters Score -489150.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -489164.718750 Penalty: 2973.527588
	Iteration 39Q: 3 clusters Score -489164.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -489170.250000 Penalty: 2973.527588
	Iteration 40F: 3 clusters Score -489170.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -489175.281250 Penalty: 2973.527588
	Iteration 41Q: 3 clusters Score -489175.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -489179.000000 Penalty: 2973.527588
	Iteration 42Q: 3 clusters Score -489179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -489181.312500 Penalty: 2973.527588
	Iteration 43Q: 3 clusters Score -489181.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -489184.406250 Penalty: 2973.527588
	Iteration 44Q: 3 clusters Score -489184.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -489186.375000 Penalty: 2973.527588
	Iteration 45Q: 3 clusters Score -489186.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -489188.375000 Penalty: 2973.527588
	Iteration 46Q: 3 clusters Score -489188.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -489189.531250 Penalty: 2973.527588
	Iteration 47Q: 3 clusters Score -489189.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -489190.687500 Penalty: 2973.527588
	Iteration 48Q: 3 clusters Score -489190.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -489194.156250 Penalty: 2973.527588
	Iteration 49Q: 3 clusters Score -489194.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -489198.500000 Penalty: 2973.527588
	Iteration 50Q: 3 clusters Score -489198.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -489200.687500 Penalty: 2973.527588
	Iteration 51Q: 3 clusters Score -489200.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -489200.875000 Penalty: 2973.527588
	Iteration 52Q: 3 clusters Score -489200.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -489200.875000 Penalty: 2973.527588
	Iteration 53F: 3 clusters Score -489200.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Entering Unmasked Estep 
Score: -354077.687500 Penalty: 1426.728149
	Iteration 0F: 2 clusters Score -354077.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -349196.531250 Penalty: 2853.456299
	Iteration 0F: 3 clusters Score -349196.5 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -350574.968750 Penalty: 2853.456299
	Iteration 1F: 3 clusters Score -350575 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -350775.312500 Penalty: 2853.456299
	Iteration 2F: 3 clusters Score -350775.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -350946.312500 Penalty: 2853.456299
	Iteration 3Q: 3 clusters Score -350946.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -351099.750000 Penalty: 2853.456299
	Iteration 4Q: 3 clusters Score -351099.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -351248.093750 Penalty: 2853.456299
	Iteration 5Q: 3 clusters Score -351248.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -351406.343750 Penalty: 2853.456299
	Iteration 6Q: 3 clusters Score -351406.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -351581.875000 Penalty: 2853.456299
	Iteration 7Q: 3 clusters Score -351581.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -351762.593750 Penalty: 2853.456299
	Iteration 8Q: 3 clusters Score -351762.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -351938.125000 Penalty: 2853.456299
	Iteration 9Q: 3 clusters Score -351938.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -352122.468750 Penalty: 2853.456299
	Iteration 10Q: 3 clusters Score -352122.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -352304.093750 Penalty: 2853.456299
	Iteration 11Q: 3 clusters Score -352304.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -352463.000000 Penalty: 2853.456299
	Iteration 12Q: 3 clusters Score -352463 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -352593.531250 Penalty: 2853.456299
	Iteration 13Q: 3 clusters Score -352593.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -352711.312500 Penalty: 2853.456299
	Iteration 14Q: 3 clusters Score -352711.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -352798.312500 Penalty: 2853.456299
	Iteration 15Q: 3 clusters Score -352798.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -352845.000000 Penalty: 2853.456299
	Iteration 16Q: 3 clusters Score -352845 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -352873.875000 Penalty: 2853.456299
	Iteration 17Q: 3 clusters Score -352873.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -352888.218750 Penalty: 2853.456299
	Iteration 18Q: 3 clusters Score -352888.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -352902.312500 Penalty: 2853.456299
	Iteration 19Q: 3 clusters Score -352902.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -352911.750000 Penalty: 2853.456299
	Iteration 20F: 3 clusters Score -352911.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -352920.593750 Penalty: 2853.456299
	Iteration 21Q: 3 clusters Score -352920.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -352923.468750 Penalty: 2853.456299
	Iteration 22Q: 3 clusters Score -352923.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -352926.593750 Penalty: 2853.456299
	Iteration 23Q: 3 clusters Score -352926.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -352930.343750 Penalty: 2853.456299
	Iteration 24Q: 3 clusters Score -352930.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -352931.125000 Penalty: 2853.456299
	Iteration 25Q: 3 clusters Score -352931.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -352932.781250 Penalty: 2853.456299
	Iteration 26Q: 3 clusters Score -352932.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -352933.750000 Penalty: 2853.456299
	Iteration 27Q: 3 clusters Score -352933.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -352934.687500 Penalty: 2853.456299
	Iteration 28Q: 3 clusters Score -352934.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -352936.093750 Penalty: 2853.456299
	Iteration 29Q: 3 clusters Score -352936.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -352936.937500 Penalty: 2853.456299
	Iteration 30Q: 3 clusters Score -352936.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -352937.718750 Penalty: 2853.456299
	Iteration 31Q: 3 clusters Score -352937.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -352937.906250 Penalty: 2853.456299
	Iteration 32Q: 3 clusters Score -352937.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -352940.156250 Penalty: 2853.456299
	Iteration 33Q: 3 clusters Score -352940.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -352941.093750 Penalty: 2853.456299
	Iteration 34Q: 3 clusters Score -352941.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -352942.406250 Penalty: 2853.456299
	Iteration 35Q: 3 clusters Score -352942.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -352944.218750 Penalty: 2853.456299
	Iteration 36Q: 3 clusters Score -352944.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -352946.093750 Penalty: 2853.456299
	Iteration 37Q: 3 clusters Score -352946.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -352946.093750 Penalty: 2853.456299
	Iteration 38F: 3 clusters Score -352946.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Entering Unmasked Estep 
Score: -329463.718750 Penalty: 1424.437744
	Iteration 0F: 2 clusters Score -329463.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -324593.937500 Penalty: 2848.875488
	Iteration 0F: 3 clusters Score -324593.9 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -326040.781250 Penalty: 2848.875488
	Iteration 1F: 3 clusters Score -326040.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -326221.312500 Penalty: 2848.875488
	Iteration 2F: 3 clusters Score -326221.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -326330.906250 Penalty: 2848.875488
	Iteration 3Q: 3 clusters Score -326330.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -326411.406250 Penalty: 2848.875488
	Iteration 4Q: 3 clusters Score -326411.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -326474.656250 Penalty: 2848.875488
	Iteration 5Q: 3 clusters Score -326474.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -326520.531250 Penalty: 2848.875488
	Iteration 6Q: 3 clusters Score -326520.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -326565.437500 Penalty: 2848.875488
	Iteration 7Q: 3 clusters Score -326565.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -326612.406250 Penalty: 2848.875488
	Iteration 8Q: 3 clusters Score -326612.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -326653.875000 Penalty: 2848.875488
	Iteration 9Q: 3 clusters Score -326653.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -326691.656250 Penalty: 2848.875488
	Iteration 10Q: 3 clusters Score -326691.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -326742.062500 Penalty: 2848.875488
	Iteration 11Q: 3 clusters Score -326742.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -326804.812500 Penalty: 2848.875488
	Iteration 12Q: 3 clusters Score -326804.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -326897.843750 Penalty: 2848.875488
	Iteration 13Q: 3 clusters Score -326897.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -327010.625000 Penalty: 2848.875488
	Iteration 14Q: 3 clusters Score -327010.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -327151.812500 Penalty: 2848.875488
	Iteration 15Q: 3 clusters Score -327151.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -327334.562500 Penalty: 2848.875488
	Iteration 16Q: 3 clusters Score -327334.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -327537.718750 Penalty: 2848.875488
	Iteration 17Q: 3 clusters Score -327537.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -327736.500000 Penalty: 2848.875488
	Iteration 18Q: 3 clusters Score -327736.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -327922.843750 Penalty: 2848.875488
	Iteration 19Q: 3 clusters Score -327922.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -328070.562500 Penalty: 2848.875488
	Iteration 20F: 3 clusters Score -328070.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -328180.843750 Penalty: 2848.875488
	Iteration 21Q: 3 clusters Score -328180.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -328238.593750 Penalty: 2848.875488
	Iteration 22Q: 3 clusters Score -328238.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -328269.562500 Penalty: 2848.875488
	Iteration 23Q: 3 clusters Score -328269.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -328290.593750 Penalty: 2848.875488
	Iteration 24Q: 3 clusters Score -328290.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -328312.093750 Penalty: 2848.875488
	Iteration 25Q: 3 clusters Score -328312.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -328330.312500 Penalty: 2848.875488
	Iteration 26Q: 3 clusters Score -328330.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -328342.625000 Penalty: 2848.875488
	Iteration 27Q: 3 clusters Score -328342.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -328353.156250 Penalty: 2848.875488
	Iteration 28Q: 3 clusters Score -328353.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -328360.375000 Penalty: 2848.875488
	Iteration 29Q: 3 clusters Score -328360.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -328365.406250 Penalty: 2848.875488
	Iteration 30Q: 3 clusters Score -328365.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -328369.437500 Penalty: 2848.875488
	Iteration 31Q: 3 clusters Score -328369.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -328376.593750 Penalty: 2848.875488
	Iteration 32Q: 3 clusters Score -328376.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -328382.312500 Penalty: 2848.875488
	Iteration 33Q: 3 clusters Score -328382.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -328383.343750 Penalty: 2848.875488
	Iteration 34Q: 3 clusters Score -328383.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -328385.031250 Penalty: 2848.875488
	Iteration 35Q: 3 clusters Score -328385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -328385.750000 Penalty: 2848.875488
	Iteration 36Q: 3 clusters Score -328385.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -328388.000000 Penalty: 2848.875488
	Iteration 37Q: 3 clusters Score -328388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -328388.062500 Penalty: 2848.875488
	Iteration 38Q: 3 clusters Score -328388.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -328388.156250 Penalty: 2848.875488
	Iteration 39Q: 3 clusters Score -328388.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -328388.437500 Penalty: 2848.875488
	Iteration 40F: 3 clusters Score -328388.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Entering Unmasked Estep 
Score: -126215.015625 Penalty: 1262.111572
	Iteration 0F: 2 clusters Score -126215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -123936.859375 Penalty: 2524.223145
	Iteration 0F: 3 clusters Score -123936.9 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -124471.328125 Penalty: 2524.223145
	Iteration 1F: 3 clusters Score -124471.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -124550.382812 Penalty: 2524.223145
	Iteration 2F: 3 clusters Score -124550.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -124597.171875 Penalty: 2524.223145
	Iteration 3Q: 3 clusters Score -124597.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -124630.156250 Penalty: 2524.223145
	Iteration 4Q: 3 clusters Score -124630.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -124647.664062 Penalty: 2524.223145
	Iteration 5Q: 3 clusters Score -124647.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -124664.148438 Penalty: 2524.223145
	Iteration 6Q: 3 clusters Score -124664.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -124674.703125 Penalty: 2524.223145
	Iteration 7Q: 3 clusters Score -124674.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -124686.234375 Penalty: 2524.223145
	Iteration 8Q: 3 clusters Score -124686.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -124692.984375 Penalty: 2524.223145
	Iteration 9Q: 3 clusters Score -124693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -124699.007812 Penalty: 2524.223145
	Iteration 10Q: 3 clusters Score -124699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -124708.710938 Penalty: 2524.223145
	Iteration 11Q: 3 clusters Score -124708.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -124716.164062 Penalty: 2524.223145
	Iteration 12Q: 3 clusters Score -124716.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -124722.367188 Penalty: 2524.223145
	Iteration 13Q: 3 clusters Score -124722.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -124727.765625 Penalty: 2524.223145
	Iteration 14Q: 3 clusters Score -124727.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -124735.164062 Penalty: 2524.223145
	Iteration 15Q: 3 clusters Score -124735.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -124741.929688 Penalty: 2524.223145
	Iteration 16Q: 3 clusters Score -124741.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -124746.718750 Penalty: 2524.223145
	Iteration 17Q: 3 clusters Score -124746.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -124752.843750 Penalty: 2524.223145
	Iteration 18Q: 3 clusters Score -124752.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -124756.796875 Penalty: 2524.223145
	Iteration 19Q: 3 clusters Score -124756.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -124757.812500 Penalty: 2524.223145
	Iteration 20F: 3 clusters Score -124757.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -124759.523438 Penalty: 2524.223145
	Iteration 21Q: 3 clusters Score -124759.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -124762.625000 Penalty: 2524.223145
	Iteration 22Q: 3 clusters Score -124762.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -124767.343750 Penalty: 2524.223145
	Iteration 23Q: 3 clusters Score -124767.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -124771.140625 Penalty: 2524.223145
	Iteration 24Q: 3 clusters Score -124771.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -124775.367188 Penalty: 2524.223145
	Iteration 25Q: 3 clusters Score -124775.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -124780.750000 Penalty: 2524.223145
	Iteration 26Q: 3 clusters Score -124780.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -124786.085938 Penalty: 2524.223145
	Iteration 27Q: 3 clusters Score -124786.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -124790.578125 Penalty: 2524.223145
	Iteration 28Q: 3 clusters Score -124790.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -124792.882812 Penalty: 2524.223145
	Iteration 29Q: 3 clusters Score -124792.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -124795.453125 Penalty: 2524.223145
	Iteration 30Q: 3 clusters Score -124795.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -124799.046875 Penalty: 2524.223145
	Iteration 31Q: 3 clusters Score -124799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -124803.492188 Penalty: 2524.223145
	Iteration 32Q: 3 clusters Score -124803.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -124807.710938 Penalty: 2524.223145
	Iteration 33Q: 3 clusters Score -124807.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -124814.250000 Penalty: 2524.223145
	Iteration 34Q: 3 clusters Score -124814.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -124820.593750 Penalty: 2524.223145
	Iteration 35Q: 3 clusters Score -124820.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -124824.906250 Penalty: 2524.223145
	Iteration 36Q: 3 clusters Score -124824.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -124827.289062 Penalty: 2524.223145
	Iteration 37Q: 3 clusters Score -124827.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -124829.992188 Penalty: 2524.223145
	Iteration 38Q: 3 clusters Score -124830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -124833.195312 Penalty: 2524.223145
	Iteration 39Q: 3 clusters Score -124833.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -124836.000000 Penalty: 2524.223145
	Iteration 40F: 3 clusters Score -124836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -124838.390625 Penalty: 2524.223145
	Iteration 41Q: 3 clusters Score -124838.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -124841.656250 Penalty: 2524.223145
	Iteration 42Q: 3 clusters Score -124841.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -124844.718750 Penalty: 2524.223145
	Iteration 43Q: 3 clusters Score -124844.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -124848.062500 Penalty: 2524.223145
	Iteration 44Q: 3 clusters Score -124848.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -124849.414062 Penalty: 2524.223145
	Iteration 45Q: 3 clusters Score -124849.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -124851.031250 Penalty: 2524.223145
	Iteration 46Q: 3 clusters Score -124851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -124852.812500 Penalty: 2524.223145
	Iteration 47Q: 3 clusters Score -124852.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -124854.937500 Penalty: 2524.223145
	Iteration 48Q: 3 clusters Score -124854.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -124857.625000 Penalty: 2524.223145
	Iteration 49Q: 3 clusters Score -124857.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -124858.351562 Penalty: 2524.223145
	Iteration 50Q: 3 clusters Score -124858.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -124858.515625 Penalty: 2524.223145
	Iteration 51Q: 3 clusters Score -124858.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -124858.515625 Penalty: 2524.223145
	Iteration 52F: 3 clusters Score -124858.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Entering Unmasked Estep 
Score: -93122.906250 Penalty: 1217.301758
	Iteration 0F: 2 clusters Score -93122.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -91149.531250 Penalty: 2434.603516
	Iteration 0F: 3 clusters Score -91149.53 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -91519.156250 Penalty: 2434.603516
	Iteration 1F: 3 clusters Score -91519.16 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -91592.140625 Penalty: 2434.603516
	Iteration 2F: 3 clusters Score -91592.14 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -91640.835938 Penalty: 2434.603516
	Iteration 3Q: 3 clusters Score -91640.84 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -91682.453125 Penalty: 2434.603516
	Iteration 4Q: 3 clusters Score -91682.45 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -91715.281250 Penalty: 2434.603516
	Iteration 5Q: 3 clusters Score -91715.28 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -91737.570312 Penalty: 2434.603516
	Iteration 6Q: 3 clusters Score -91737.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -91750.437500 Penalty: 2434.603516
	Iteration 7Q: 3 clusters Score -91750.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -91759.609375 Penalty: 2434.603516
	Iteration 8Q: 3 clusters Score -91759.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -91766.820312 Penalty: 2434.603516
	Iteration 9Q: 3 clusters Score -91766.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -91773.750000 Penalty: 2434.603516
	Iteration 10Q: 3 clusters Score -91773.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -91779.945312 Penalty: 2434.603516
	Iteration 11Q: 3 clusters Score -91779.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -91785.406250 Penalty: 2434.603516
	Iteration 12Q: 3 clusters Score -91785.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -91788.250000 Penalty: 2434.603516
	Iteration 13Q: 3 clusters Score -91788.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -91791.968750 Penalty: 2434.603516
	Iteration 14Q: 3 clusters Score -91791.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -91795.937500 Penalty: 2434.603516
	Iteration 15Q: 3 clusters Score -91795.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -91798.437500 Penalty: 2434.603516
	Iteration 16Q: 3 clusters Score -91798.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -91799.890625 Penalty: 2434.603516
	Iteration 17Q: 3 clusters Score -91799.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -91800.968750 Penalty: 2434.603516
	Iteration 18Q: 3 clusters Score -91800.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -91802.148438 Penalty: 2434.603516
	Iteration 19Q: 3 clusters Score -91802.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -91802.515625 Penalty: 2434.603516
	Iteration 20F: 3 clusters Score -91802.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (316691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316691 members 
Entering Unmasked Estep 
Score: -16146813.000000 Penalty: 2058.173340
	Iteration 0F: 2 clusters Score -1.614681e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158312 members 
Mstep: Class 2 contains 158379 members 
Entering Unmasked Estep 
Score: -15932697.000000 Penalty: 4116.346680
	Iteration 0F: 3 clusters Score -1.59327e+07 nChanged 154739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159933 members 
Mstep: Class 2 contains 156758 members 
Entering Unmasked Estep 
Score: -16024618.000000 Penalty: 4116.346680
	Iteration 1F: 3 clusters Score -1.602462e+07 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160178 members 
Mstep: Class 2 contains 156513 members 
Entering Unmasked Estep 
Score: -16025970.000000 Penalty: 4116.346680
	Iteration 2Q: 3 clusters Score -1.602597e+07 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160501 members 
Mstep: Class 2 contains 156190 members 
Entering Unmasked Estep 
Score: -16027407.000000 Penalty: 4116.346680
	Iteration 3Q: 3 clusters Score -1.602741e+07 nChanged 8406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161089 members 
Mstep: Class 2 contains 155602 members 
Entering Unmasked Estep 
Score: -16029202.000000 Penalty: 4116.346680
	Iteration 4Q: 3 clusters Score -1.60292e+07 nChanged 9042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162061 members 
Mstep: Class 2 contains 154630 members 
Entering Unmasked Estep 
Score: -16031171.000000 Penalty: 4116.346680
	Iteration 5Q: 3 clusters Score -1.603117e+07 nChanged 10029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163524 members 
Mstep: Class 2 contains 153167 members 
Entering Unmasked Estep 
Score: -16033997.000000 Penalty: 4116.346680
	Iteration 6Q: 3 clusters Score -1.6034e+07 nChanged 11267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165397 members 
Mstep: Class 2 contains 151294 members 
Entering Unmasked Estep 
Score: -16037690.000000 Penalty: 4116.346680
	Iteration 7Q: 3 clusters Score -1.603769e+07 nChanged 13026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167677 members 
Mstep: Class 2 contains 149014 members 
Entering Unmasked Estep 
Score: -16043299.000000 Penalty: 4116.346680
	Iteration 8Q: 3 clusters Score -1.60433e+07 nChanged 15310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170237 members 
Mstep: Class 2 contains 146454 members 
Entering Unmasked Estep 
Score: -16051700.000000 Penalty: 4116.346680
	Iteration 9Q: 3 clusters Score -1.60517e+07 nChanged 17693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172508 members 
Mstep: Class 2 contains 144183 members 
Entering Unmasked Estep 
Score: -16063516.000000 Penalty: 4116.346680
	Iteration 10F: 3 clusters Score -1.606352e+07 nChanged 19204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174078 members 
Mstep: Class 2 contains 142613 members 
Entering Unmasked Estep 
Score: -16077477.000000 Penalty: 4116.346680
	Iteration 11F: 3 clusters Score -1.607748e+07 nChanged 17883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174861 members 
Mstep: Class 2 contains 141830 members 
Entering Unmasked Estep 
Score: -16088208.000000 Penalty: 4116.346680
	Iteration 12F: 3 clusters Score -1.608821e+07 nChanged 13003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175424 members 
Mstep: Class 2 contains 141267 members 
Entering Unmasked Estep 
Score: -16092739.000000 Penalty: 4116.346680
	Iteration 13Q: 3 clusters Score -1.609274e+07 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176183 members 
Mstep: Class 2 contains 140508 members 
Entering Unmasked Estep 
Score: -16094111.000000 Penalty: 4116.346680
	Iteration 14Q: 3 clusters Score -1.609411e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177136 members 
Mstep: Class 2 contains 139555 members 
Entering Unmasked Estep 
Score: -16094690.000000 Penalty: 4116.346680
	Iteration 15Q: 3 clusters Score -1.609469e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178199 members 
Mstep: Class 2 contains 138492 members 
Entering Unmasked Estep 
Score: -16095119.000000 Penalty: 4116.346680
	Iteration 16Q: 3 clusters Score -1.609512e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179323 members 
Mstep: Class 2 contains 137368 members 
Entering Unmasked Estep 
Score: -16095595.000000 Penalty: 4116.346680
	Iteration 17Q: 3 clusters Score -1.60956e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180614 members 
Mstep: Class 2 contains 136077 members 
Entering Unmasked Estep 
Score: -16095820.000000 Penalty: 4116.346680
	Iteration 18Q: 3 clusters Score -1.609582e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182026 members 
Mstep: Class 2 contains 134665 members 
Entering Unmasked Estep 
Score: -16096225.000000 Penalty: 4116.346680
	Iteration 19Q: 3 clusters Score -1.609622e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183555 members 
Mstep: Class 2 contains 133136 members 
Entering Unmasked Estep 
Score: -16096756.000000 Penalty: 4116.346680
	Iteration 20F: 3 clusters Score -1.609676e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185224 members 
Mstep: Class 2 contains 131467 members 
Entering Unmasked Estep 
Score: -16097154.000000 Penalty: 4116.346680
	Iteration 21Q: 3 clusters Score -1.609715e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186960 members 
Mstep: Class 2 contains 129731 members 
Entering Unmasked Estep 
Score: -16097791.000000 Penalty: 4116.346680
	Iteration 22Q: 3 clusters Score -1.609779e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188895 members 
Mstep: Class 2 contains 127796 members 
Entering Unmasked Estep 
Score: -16098276.000000 Penalty: 4116.346680
	Iteration 23Q: 3 clusters Score -1.609828e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191000 members 
Mstep: Class 2 contains 125691 members 
Entering Unmasked Estep 
Score: -16099070.000000 Penalty: 4116.346680
	Iteration 24Q: 3 clusters Score -1.609907e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193318 members 
Mstep: Class 2 contains 123373 members 
Entering Unmasked Estep 
Score: -16099731.000000 Penalty: 4116.346680
	Iteration 25Q: 3 clusters Score -1.609973e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195854 members 
Mstep: Class 2 contains 120837 members 
Entering Unmasked Estep 
Score: -16100492.000000 Penalty: 4116.346680
	Iteration 26Q: 3 clusters Score -1.610049e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198566 members 
Mstep: Class 2 contains 118125 members 
Entering Unmasked Estep 
Score: -16101455.000000 Penalty: 4116.346680
	Iteration 27Q: 3 clusters Score -1.610146e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201574 members 
Mstep: Class 2 contains 115117 members 
Entering Unmasked Estep 
Score: -16102525.000000 Penalty: 4116.346680
	Iteration 28Q: 3 clusters Score -1.610252e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204873 members 
Mstep: Class 2 contains 111818 members 
Entering Unmasked Estep 
Score: -16103554.000000 Penalty: 4116.346680
	Iteration 29Q: 3 clusters Score -1.610355e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208513 members 
Mstep: Class 2 contains 108178 members 
Entering Unmasked Estep 
Score: -16104786.000000 Penalty: 4116.346680
	Iteration 30Q: 3 clusters Score -1.610479e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212409 members 
Mstep: Class 2 contains 104282 members 
Entering Unmasked Estep 
Score: -16106113.000000 Penalty: 4116.346680
	Iteration 31Q: 3 clusters Score -1.610611e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216455 members 
Mstep: Class 2 contains 100236 members 
Entering Unmasked Estep 
Score: -16107594.000000 Penalty: 4116.346680
	Iteration 32Q: 3 clusters Score -1.610759e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220766 members 
Mstep: Class 2 contains 95925 members 
Entering Unmasked Estep 
Score: -16109311.000000 Penalty: 4116.346680
	Iteration 33Q: 3 clusters Score -1.610931e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225370 members 
Mstep: Class 2 contains 91321 members 
Entering Unmasked Estep 
Score: -16111222.000000 Penalty: 4116.346680
	Iteration 34Q: 3 clusters Score -1.611122e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230093 members 
Mstep: Class 2 contains 86598 members 
Entering Unmasked Estep 
Score: -16113142.000000 Penalty: 4116.346680
	Iteration 35Q: 3 clusters Score -1.611314e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234976 members 
Mstep: Class 2 contains 81715 members 
Entering Unmasked Estep 
Score: -16115456.000000 Penalty: 4116.346680
	Iteration 36Q: 3 clusters Score -1.611546e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239896 members 
Mstep: Class 2 contains 76795 members 
Entering Unmasked Estep 
Score: -16117790.000000 Penalty: 4116.346680
	Iteration 37Q: 3 clusters Score -1.611779e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244743 members 
Mstep: Class 2 contains 71948 members 
Entering Unmasked Estep 
Score: -16120197.000000 Penalty: 4116.346680
	Iteration 38Q: 3 clusters Score -1.61202e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249301 members 
Mstep: Class 2 contains 67390 members 
Entering Unmasked Estep 
Score: -16122347.000000 Penalty: 4116.346680
	Iteration 39Q: 3 clusters Score -1.612235e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253646 members 
Mstep: Class 2 contains 63045 members 
Entering Unmasked Estep 
Score: -16124516.000000 Penalty: 4116.346680
	Iteration 40F: 3 clusters Score -1.612452e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257669 members 
Mstep: Class 2 contains 59022 members 
Entering Unmasked Estep 
Score: -16126498.000000 Penalty: 4116.346680
	Iteration 41Q: 3 clusters Score -1.61265e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261382 members 
Mstep: Class 2 contains 55309 members 
Entering Unmasked Estep 
Score: -16128040.000000 Penalty: 4116.346680
	Iteration 42Q: 3 clusters Score -1.612804e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264874 members 
Mstep: Class 2 contains 51817 members 
Entering Unmasked Estep 
Score: -16129581.000000 Penalty: 4116.346680
	Iteration 43Q: 3 clusters Score -1.612958e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268064 members 
Mstep: Class 2 contains 48627 members 
Entering Unmasked Estep 
Score: -16130885.000000 Penalty: 4116.346680
	Iteration 44Q: 3 clusters Score -1.613088e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270950 members 
Mstep: Class 2 contains 45741 members 
Entering Unmasked Estep 
Score: -16131908.000000 Penalty: 4116.346680
	Iteration 45Q: 3 clusters Score -1.613191e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273638 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -16132770.000000 Penalty: 4116.346680
	Iteration 46Q: 3 clusters Score -1.613277e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276081 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
Score: -16133340.000000 Penalty: 4116.346680
	Iteration 47Q: 3 clusters Score -1.613334e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278466 members 
Mstep: Class 2 contains 38225 members 
Entering Unmasked Estep 
Score: -16133975.000000 Penalty: 4116.346680
	Iteration 48Q: 3 clusters Score -1.613398e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280712 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -16134511.000000 Penalty: 4116.346680
	Iteration 49Q: 3 clusters Score -1.613451e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282925 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -16135104.000000 Penalty: 4116.346680
	Iteration 50Q: 3 clusters Score -1.61351e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285105 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -16135667.000000 Penalty: 4116.346680
	Iteration 51Q: 3 clusters Score -1.613567e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287209 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -16136262.000000 Penalty: 4116.346680
	Iteration 52Q: 3 clusters Score -1.613626e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289288 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -16136954.000000 Penalty: 4116.346680
	Iteration 53Q: 3 clusters Score -1.613695e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291324 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -16137466.000000 Penalty: 4116.346680
	Iteration 54Q: 3 clusters Score -1.613747e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293436 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -16138083.000000 Penalty: 4116.346680
	Iteration 55Q: 3 clusters Score -1.613808e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295495 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -16138689.000000 Penalty: 4116.346680
	Iteration 56Q: 3 clusters Score -1.613869e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297505 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -16139363.000000 Penalty: 4116.346680
	Iteration 57Q: 3 clusters Score -1.613936e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299467 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -16140041.000000 Penalty: 4116.346680
	Iteration 58Q: 3 clusters Score -1.614004e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301409 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -16140899.000000 Penalty: 4116.346680
	Iteration 59Q: 3 clusters Score -1.61409e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303249 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -16141647.000000 Penalty: 4116.346680
	Iteration 60F: 3 clusters Score -1.614165e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304947 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -16142233.000000 Penalty: 4116.346680
	Iteration 61Q: 3 clusters Score -1.614223e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306476 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -16142794.000000 Penalty: 4116.346680
	Iteration 62Q: 3 clusters Score -1.614279e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307832 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -16143360.000000 Penalty: 4116.346680
	Iteration 63Q: 3 clusters Score -1.614336e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308947 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -16143815.000000 Penalty: 4116.346680
	Iteration 64Q: 3 clusters Score -1.614382e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309920 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -16144111.000000 Penalty: 4116.346680
	Iteration 65Q: 3 clusters Score -1.614411e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310707 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -16144319.000000 Penalty: 4116.346680
	Iteration 66Q: 3 clusters Score -1.614432e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311323 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -16144530.000000 Penalty: 4116.346680
	Iteration 67Q: 3 clusters Score -1.614453e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311797 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -16144616.000000 Penalty: 4116.346680
	Iteration 68Q: 3 clusters Score -1.614462e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312178 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -16144705.000000 Penalty: 4116.346680
	Iteration 69Q: 3 clusters Score -1.61447e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312502 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -16144834.000000 Penalty: 4116.346680
	Iteration 70Q: 3 clusters Score -1.614483e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312788 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -16144852.000000 Penalty: 4116.346680
	Iteration 71Q: 3 clusters Score -1.614485e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313048 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -16144894.000000 Penalty: 4116.346680
	Iteration 72Q: 3 clusters Score -1.614489e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313261 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -16144994.000000 Penalty: 4116.346680
	Iteration 73Q: 3 clusters Score -1.614499e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313433 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -16145017.000000 Penalty: 4116.346680
	Iteration 74Q: 3 clusters Score -1.614502e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313574 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -16145036.000000 Penalty: 4116.346680
	Iteration 75Q: 3 clusters Score -1.614504e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313702 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -16145072.000000 Penalty: 4116.346680
	Iteration 76Q: 3 clusters Score -1.614507e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313811 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -16145105.000000 Penalty: 4116.346680
	Iteration 77Q: 3 clusters Score -1.61451e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313919 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -16145143.000000 Penalty: 4116.346680
	Iteration 78Q: 3 clusters Score -1.614514e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314007 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -16145156.000000 Penalty: 4116.346680
	Iteration 79Q: 3 clusters Score -1.614516e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314081 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -16145150.000000 Penalty: 4116.346680
	Iteration 80F: 3 clusters Score -1.614515e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314140 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -16145185.000000 Penalty: 4116.346680
	Iteration 81Q: 3 clusters Score -1.614518e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314203 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -16145209.000000 Penalty: 4116.346680
	Iteration 82Q: 3 clusters Score -1.614521e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314245 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -16145204.000000 Penalty: 4116.346680
	Iteration 83Q: 3 clusters Score -1.61452e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314280 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -16145206.000000 Penalty: 4116.346680
	Iteration 84Q: 3 clusters Score -1.614521e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314319 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -16145212.000000 Penalty: 4116.346680
	Iteration 85Q: 3 clusters Score -1.614521e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314348 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -16145250.000000 Penalty: 4116.346680
	Iteration 86Q: 3 clusters Score -1.614525e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314373 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -16145262.000000 Penalty: 4116.346680
	Iteration 87Q: 3 clusters Score -1.614526e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314405 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -16145266.000000 Penalty: 4116.346680
	Iteration 88Q: 3 clusters Score -1.614527e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314440 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -16145270.000000 Penalty: 4116.346680
	Iteration 89Q: 3 clusters Score -1.614527e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314462 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -16145283.000000 Penalty: 4116.346680
	Iteration 90Q: 3 clusters Score -1.614528e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314483 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -16145281.000000 Penalty: 4116.346680
	Iteration 91Q: 3 clusters Score -1.614528e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314498 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -16145280.000000 Penalty: 4116.346680
	Iteration 92Q: 3 clusters Score -1.614528e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314509 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -16145273.000000 Penalty: 4116.346680
	Iteration 93Q: 3 clusters Score -1.614527e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314515 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -16145274.000000 Penalty: 4116.346680
	Iteration 94Q: 3 clusters Score -1.614527e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314525 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -16145271.000000 Penalty: 4116.346680
	Iteration 95Q: 3 clusters Score -1.614527e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314542 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -16145269.000000 Penalty: 4116.346680
	Iteration 96Q: 3 clusters Score -1.614527e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314556 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -16145262.000000 Penalty: 4116.346680
	Iteration 97Q: 3 clusters Score -1.614526e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314564 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -16145266.000000 Penalty: 4116.346680
	Iteration 98Q: 3 clusters Score -1.614527e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314569 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -16145281.000000 Penalty: 4116.346680
	Iteration 99Q: 3 clusters Score -1.614528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314573 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -16145283.000000 Penalty: 4116.346680
	Iteration 100F: 3 clusters Score -1.614528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314576 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -16145294.000000 Penalty: 4116.346680
	Iteration 101Q: 3 clusters Score -1.614529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314580 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -16145286.000000 Penalty: 4116.346680
	Iteration 102Q: 3 clusters Score -1.614529e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314588 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -16145272.000000 Penalty: 4116.346680
	Iteration 103Q: 3 clusters Score -1.614527e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314593 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -16145274.000000 Penalty: 4116.346680
	Iteration 104Q: 3 clusters Score -1.614527e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314596 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -16145284.000000 Penalty: 4116.346680
	Iteration 105Q: 3 clusters Score -1.614528e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314602 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -16145290.000000 Penalty: 4116.346680
	Iteration 106Q: 3 clusters Score -1.614529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314610 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -16145292.000000 Penalty: 4116.346680
	Iteration 107Q: 3 clusters Score -1.614529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314614 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -16145300.000000 Penalty: 4116.346680
	Iteration 108Q: 3 clusters Score -1.61453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314619 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -16145296.000000 Penalty: 4116.346680
	Iteration 109Q: 3 clusters Score -1.61453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314622 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -16145304.000000 Penalty: 4116.346680
	Iteration 110Q: 3 clusters Score -1.61453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314625 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -16145300.000000 Penalty: 4116.346680
	Iteration 111Q: 3 clusters Score -1.61453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314627 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -16145310.000000 Penalty: 4116.346680
	Iteration 112Q: 3 clusters Score -1.614531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314630 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -16145312.000000 Penalty: 4116.346680
	Iteration 113Q: 3 clusters Score -1.614531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314632 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -16145309.000000 Penalty: 4116.346680
	Iteration 114Q: 3 clusters Score -1.614531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314635 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -16145308.000000 Penalty: 4116.346680
	Iteration 115Q: 3 clusters Score -1.614531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314637 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -16145318.000000 Penalty: 4116.346680
	Iteration 116Q: 3 clusters Score -1.614532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314639 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -16145306.000000 Penalty: 4116.346680
	Iteration 117Q: 3 clusters Score -1.614531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314641 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -16145304.000000 Penalty: 4116.346680
	Iteration 118Q: 3 clusters Score -1.61453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314643 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -16145307.000000 Penalty: 4116.346680
	Iteration 119Q: 3 clusters Score -1.614531e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314644 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -16145308.000000 Penalty: 4116.346680
	Iteration 120F: 3 clusters Score -1.614531e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314645 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -16145307.000000 Penalty: 4116.346680
	Iteration 121Q: 3 clusters Score -1.614531e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314645 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -16145307.000000 Penalty: 4116.346680
	Iteration 122F: 3 clusters Score -1.614531e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Entering Unmasked Estep 
Score: -660689.812500 Penalty: 1530.557739
	Iteration 0F: 2 clusters Score -660689.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -652030.250000 Penalty: 3061.115479
	Iteration 0F: 3 clusters Score -652030.2 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -654858.937500 Penalty: 3061.115479
	Iteration 1F: 3 clusters Score -654858.9 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -655094.000000 Penalty: 3061.115479
	Iteration 2F: 3 clusters Score -655094 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -655295.750000 Penalty: 3061.115479
	Iteration 3Q: 3 clusters Score -655295.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -655487.562500 Penalty: 3061.115479
	Iteration 4Q: 3 clusters Score -655487.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -655684.062500 Penalty: 3061.115479
	Iteration 5Q: 3 clusters Score -655684.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -655897.625000 Penalty: 3061.115479
	Iteration 6Q: 3 clusters Score -655897.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -656139.625000 Penalty: 3061.115479
	Iteration 7Q: 3 clusters Score -656139.6 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -656408.875000 Penalty: 3061.115479
	Iteration 8Q: 3 clusters Score -656408.9 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -656716.187500 Penalty: 3061.115479
	Iteration 9Q: 3 clusters Score -656716.2 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -657074.687500 Penalty: 3061.115479
	Iteration 10Q: 3 clusters Score -657074.7 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -657538.312500 Penalty: 3061.115479
	Iteration 11F: 3 clusters Score -657538.3 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -657981.375000 Penalty: 3061.115479
	Iteration 12Q: 3 clusters Score -657981.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -658263.562500 Penalty: 3061.115479
	Iteration 13Q: 3 clusters Score -658263.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -658399.500000 Penalty: 3061.115479
	Iteration 14Q: 3 clusters Score -658399.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -658492.250000 Penalty: 3061.115479
	Iteration 15Q: 3 clusters Score -658492.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -658580.187500 Penalty: 3061.115479
	Iteration 16Q: 3 clusters Score -658580.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -658655.750000 Penalty: 3061.115479
	Iteration 17Q: 3 clusters Score -658655.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -658726.687500 Penalty: 3061.115479
	Iteration 18Q: 3 clusters Score -658726.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -658783.000000 Penalty: 3061.115479
	Iteration 19Q: 3 clusters Score -658783 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -658832.750000 Penalty: 3061.115479
	Iteration 20F: 3 clusters Score -658832.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -658877.937500 Penalty: 3061.115479
	Iteration 21Q: 3 clusters Score -658877.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -658920.250000 Penalty: 3061.115479
	Iteration 22Q: 3 clusters Score -658920.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -658958.750000 Penalty: 3061.115479
	Iteration 23Q: 3 clusters Score -658958.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -658986.312500 Penalty: 3061.115479
	Iteration 24Q: 3 clusters Score -658986.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -659018.062500 Penalty: 3061.115479
	Iteration 25Q: 3 clusters Score -659018.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -659042.250000 Penalty: 3061.115479
	Iteration 26Q: 3 clusters Score -659042.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -659064.312500 Penalty: 3061.115479
	Iteration 27Q: 3 clusters Score -659064.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -659084.875000 Penalty: 3061.115479
	Iteration 28Q: 3 clusters Score -659084.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -659106.937500 Penalty: 3061.115479
	Iteration 29Q: 3 clusters Score -659106.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -659125.437500 Penalty: 3061.115479
	Iteration 30Q: 3 clusters Score -659125.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -659136.750000 Penalty: 3061.115479
	Iteration 31Q: 3 clusters Score -659136.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -659145.250000 Penalty: 3061.115479
	Iteration 32Q: 3 clusters Score -659145.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -659156.187500 Penalty: 3061.115479
	Iteration 33Q: 3 clusters Score -659156.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -659168.562500 Penalty: 3061.115479
	Iteration 34Q: 3 clusters Score -659168.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -659176.937500 Penalty: 3061.115479
	Iteration 35Q: 3 clusters Score -659176.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -659190.875000 Penalty: 3061.115479
	Iteration 36Q: 3 clusters Score -659190.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -659201.437500 Penalty: 3061.115479
	Iteration 37Q: 3 clusters Score -659201.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -659215.687500 Penalty: 3061.115479
	Iteration 38Q: 3 clusters Score -659215.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -659228.062500 Penalty: 3061.115479
	Iteration 39Q: 3 clusters Score -659228.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -659244.875000 Penalty: 3061.115479
	Iteration 40F: 3 clusters Score -659244.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -659257.437500 Penalty: 3061.115479
	Iteration 41Q: 3 clusters Score -659257.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -659266.875000 Penalty: 3061.115479
	Iteration 42Q: 3 clusters Score -659266.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -659274.500000 Penalty: 3061.115479
	Iteration 43Q: 3 clusters Score -659274.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -659280.437500 Penalty: 3061.115479
	Iteration 44Q: 3 clusters Score -659280.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -659285.625000 Penalty: 3061.115479
	Iteration 45Q: 3 clusters Score -659285.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -659292.125000 Penalty: 3061.115479
	Iteration 46Q: 3 clusters Score -659292.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -659295.625000 Penalty: 3061.115479
	Iteration 47Q: 3 clusters Score -659295.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -659300.125000 Penalty: 3061.115479
	Iteration 48Q: 3 clusters Score -659300.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -659303.000000 Penalty: 3061.115479
	Iteration 49Q: 3 clusters Score -659303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -659305.250000 Penalty: 3061.115479
	Iteration 50Q: 3 clusters Score -659305.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -659308.562500 Penalty: 3061.115479
	Iteration 51Q: 3 clusters Score -659308.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -659314.250000 Penalty: 3061.115479
	Iteration 52Q: 3 clusters Score -659314.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -659318.125000 Penalty: 3061.115479
	Iteration 53Q: 3 clusters Score -659318.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -659318.312500 Penalty: 3061.115479
	Iteration 54Q: 3 clusters Score -659318.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -659323.437500 Penalty: 3061.115479
	Iteration 55Q: 3 clusters Score -659323.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -659326.000000 Penalty: 3061.115479
	Iteration 56Q: 3 clusters Score -659326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -659329.500000 Penalty: 3061.115479
	Iteration 57Q: 3 clusters Score -659329.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -659334.875000 Penalty: 3061.115479
	Iteration 58Q: 3 clusters Score -659334.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -659340.875000 Penalty: 3061.115479
	Iteration 59Q: 3 clusters Score -659340.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -659345.750000 Penalty: 3061.115479
	Iteration 60F: 3 clusters Score -659345.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -659345.062500 Penalty: 3061.115479
	Iteration 61Q: 3 clusters Score -659345.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -659349.875000 Penalty: 3061.115479
	Iteration 62Q: 3 clusters Score -659349.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -659353.125000 Penalty: 3061.115479
	Iteration 63Q: 3 clusters Score -659353.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -659359.062500 Penalty: 3061.115479
	Iteration 64Q: 3 clusters Score -659359.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -659362.937500 Penalty: 3061.115479
	Iteration 65Q: 3 clusters Score -659362.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -659366.125000 Penalty: 3061.115479
	Iteration 66Q: 3 clusters Score -659366.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -659371.500000 Penalty: 3061.115479
	Iteration 67Q: 3 clusters Score -659371.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -659374.562500 Penalty: 3061.115479
	Iteration 68Q: 3 clusters Score -659374.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -659382.500000 Penalty: 3061.115479
	Iteration 69Q: 3 clusters Score -659382.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -659389.187500 Penalty: 3061.115479
	Iteration 70Q: 3 clusters Score -659389.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -659394.687500 Penalty: 3061.115479
	Iteration 71Q: 3 clusters Score -659394.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -659400.937500 Penalty: 3061.115479
	Iteration 72Q: 3 clusters Score -659400.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -659406.312500 Penalty: 3061.115479
	Iteration 73Q: 3 clusters Score -659406.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -659412.125000 Penalty: 3061.115479
	Iteration 74Q: 3 clusters Score -659412.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -659417.812500 Penalty: 3061.115479
	Iteration 75Q: 3 clusters Score -659417.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -659419.250000 Penalty: 3061.115479
	Iteration 76Q: 3 clusters Score -659419.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -659419.375000 Penalty: 3061.115479
	Iteration 77Q: 3 clusters Score -659419.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -659422.562500 Penalty: 3061.115479
	Iteration 78Q: 3 clusters Score -659422.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -659422.125000 Penalty: 3061.115479
	Iteration 79Q: 3 clusters Score -659422.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -659423.687500 Penalty: 3061.115479
	Iteration 80F: 3 clusters Score -659423.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -659425.500000 Penalty: 3061.115479
	Iteration 81Q: 3 clusters Score -659425.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -659428.500000 Penalty: 3061.115479
	Iteration 82Q: 3 clusters Score -659428.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -659432.562500 Penalty: 3061.115479
	Iteration 83Q: 3 clusters Score -659432.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -659436.250000 Penalty: 3061.115479
	Iteration 84Q: 3 clusters Score -659436.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -659439.625000 Penalty: 3061.115479
	Iteration 85Q: 3 clusters Score -659439.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -659441.500000 Penalty: 3061.115479
	Iteration 86Q: 3 clusters Score -659441.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -659443.000000 Penalty: 3061.115479
	Iteration 87Q: 3 clusters Score -659443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -659443.000000 Penalty: 3061.115479
	Iteration 88F: 3 clusters Score -659443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Entering Unmasked Estep 
Score: -379695.750000 Penalty: 1445.673340
	Iteration 0F: 2 clusters Score -379695.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -374280.250000 Penalty: 2891.346680
	Iteration 0F: 3 clusters Score -374280.2 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -375861.593750 Penalty: 2891.346680
	Iteration 1F: 3 clusters Score -375861.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -376065.187500 Penalty: 2891.346680
	Iteration 2F: 3 clusters Score -376065.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -376190.062500 Penalty: 2891.346680
	Iteration 3Q: 3 clusters Score -376190.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -376282.375000 Penalty: 2891.346680
	Iteration 4Q: 3 clusters Score -376282.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -376353.750000 Penalty: 2891.346680
	Iteration 5Q: 3 clusters Score -376353.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -376425.937500 Penalty: 2891.346680
	Iteration 6Q: 3 clusters Score -376425.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -376486.000000 Penalty: 2891.346680
	Iteration 7Q: 3 clusters Score -376486 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -376548.375000 Penalty: 2891.346680
	Iteration 8Q: 3 clusters Score -376548.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -376617.437500 Penalty: 2891.346680
	Iteration 9Q: 3 clusters Score -376617.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -376705.125000 Penalty: 2891.346680
	Iteration 10Q: 3 clusters Score -376705.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -376835.812500 Penalty: 2891.346680
	Iteration 11Q: 3 clusters Score -376835.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -376974.531250 Penalty: 2891.346680
	Iteration 12Q: 3 clusters Score -376974.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -377112.031250 Penalty: 2891.346680
	Iteration 13Q: 3 clusters Score -377112 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -377248.843750 Penalty: 2891.346680
	Iteration 14Q: 3 clusters Score -377248.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -377393.343750 Penalty: 2891.346680
	Iteration 15Q: 3 clusters Score -377393.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -377518.468750 Penalty: 2891.346680
	Iteration 16Q: 3 clusters Score -377518.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -377600.593750 Penalty: 2891.346680
	Iteration 17Q: 3 clusters Score -377600.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -377643.812500 Penalty: 2891.346680
	Iteration 18Q: 3 clusters Score -377643.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -377675.656250 Penalty: 2891.346680
	Iteration 19Q: 3 clusters Score -377675.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -377700.093750 Penalty: 2891.346680
	Iteration 20F: 3 clusters Score -377700.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -377719.562500 Penalty: 2891.346680
	Iteration 21Q: 3 clusters Score -377719.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -377736.593750 Penalty: 2891.346680
	Iteration 22Q: 3 clusters Score -377736.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -377753.156250 Penalty: 2891.346680
	Iteration 23Q: 3 clusters Score -377753.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -377771.000000 Penalty: 2891.346680
	Iteration 24Q: 3 clusters Score -377771 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -377783.375000 Penalty: 2891.346680
	Iteration 25Q: 3 clusters Score -377783.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -377791.656250 Penalty: 2891.346680
	Iteration 26Q: 3 clusters Score -377791.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -377800.562500 Penalty: 2891.346680
	Iteration 27Q: 3 clusters Score -377800.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -377811.187500 Penalty: 2891.346680
	Iteration 28Q: 3 clusters Score -377811.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -377819.187500 Penalty: 2891.346680
	Iteration 29Q: 3 clusters Score -377819.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -377827.000000 Penalty: 2891.346680
	Iteration 30Q: 3 clusters Score -377827 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -377832.906250 Penalty: 2891.346680
	Iteration 31Q: 3 clusters Score -377832.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -377837.468750 Penalty: 2891.346680
	Iteration 32Q: 3 clusters Score -377837.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -377844.656250 Penalty: 2891.346680
	Iteration 33Q: 3 clusters Score -377844.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -377850.500000 Penalty: 2891.346680
	Iteration 34Q: 3 clusters Score -377850.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -377857.500000 Penalty: 2891.346680
	Iteration 35Q: 3 clusters Score -377857.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -377865.218750 Penalty: 2891.346680
	Iteration 36Q: 3 clusters Score -377865.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -377872.218750 Penalty: 2891.346680
	Iteration 37Q: 3 clusters Score -377872.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -377878.843750 Penalty: 2891.346680
	Iteration 38Q: 3 clusters Score -377878.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -377884.687500 Penalty: 2891.346680
	Iteration 39Q: 3 clusters Score -377884.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -377890.125000 Penalty: 2891.346680
	Iteration 40F: 3 clusters Score -377890.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -377897.406250 Penalty: 2891.346680
	Iteration 41Q: 3 clusters Score -377897.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -377902.937500 Penalty: 2891.346680
	Iteration 42Q: 3 clusters Score -377902.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -377910.187500 Penalty: 2891.346680
	Iteration 43Q: 3 clusters Score -377910.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -377920.031250 Penalty: 2891.346680
	Iteration 44Q: 3 clusters Score -377920 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -377928.281250 Penalty: 2891.346680
	Iteration 45Q: 3 clusters Score -377928.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -377937.500000 Penalty: 2891.346680
	Iteration 46Q: 3 clusters Score -377937.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -377948.625000 Penalty: 2891.346680
	Iteration 47Q: 3 clusters Score -377948.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -377958.125000 Penalty: 2891.346680
	Iteration 48Q: 3 clusters Score -377958.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -377965.375000 Penalty: 2891.346680
	Iteration 49Q: 3 clusters Score -377965.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -377972.843750 Penalty: 2891.346680
	Iteration 50Q: 3 clusters Score -377972.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -377980.500000 Penalty: 2891.346680
	Iteration 51Q: 3 clusters Score -377980.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -377987.437500 Penalty: 2891.346680
	Iteration 52Q: 3 clusters Score -377987.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -377993.406250 Penalty: 2891.346680
	Iteration 53Q: 3 clusters Score -377993.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -378002.093750 Penalty: 2891.346680
	Iteration 54Q: 3 clusters Score -378002.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -378013.406250 Penalty: 2891.346680
	Iteration 55Q: 3 clusters Score -378013.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -378020.468750 Penalty: 2891.346680
	Iteration 56Q: 3 clusters Score -378020.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -378028.656250 Penalty: 2891.346680
	Iteration 57Q: 3 clusters Score -378028.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -378038.906250 Penalty: 2891.346680
	Iteration 58Q: 3 clusters Score -378038.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -378049.906250 Penalty: 2891.346680
	Iteration 59Q: 3 clusters Score -378049.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -378062.375000 Penalty: 2891.346680
	Iteration 60F: 3 clusters Score -378062.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -378075.500000 Penalty: 2891.346680
	Iteration 61Q: 3 clusters Score -378075.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -378091.718750 Penalty: 2891.346680
	Iteration 62Q: 3 clusters Score -378091.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -378107.531250 Penalty: 2891.346680
	Iteration 63Q: 3 clusters Score -378107.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -378130.781250 Penalty: 2891.346680
	Iteration 64Q: 3 clusters Score -378130.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -378150.562500 Penalty: 2891.346680
	Iteration 65Q: 3 clusters Score -378150.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -378167.687500 Penalty: 2891.346680
	Iteration 66Q: 3 clusters Score -378167.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -378185.156250 Penalty: 2891.346680
	Iteration 67Q: 3 clusters Score -378185.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -378203.687500 Penalty: 2891.346680
	Iteration 68Q: 3 clusters Score -378203.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -378225.312500 Penalty: 2891.346680
	Iteration 69Q: 3 clusters Score -378225.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -378244.781250 Penalty: 2891.346680
	Iteration 70Q: 3 clusters Score -378244.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -378262.250000 Penalty: 2891.346680
	Iteration 71Q: 3 clusters Score -378262.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -378276.875000 Penalty: 2891.346680
	Iteration 72Q: 3 clusters Score -378276.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -378292.218750 Penalty: 2891.346680
	Iteration 73Q: 3 clusters Score -378292.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -378308.812500 Penalty: 2891.346680
	Iteration 74Q: 3 clusters Score -378308.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -378323.062500 Penalty: 2891.346680
	Iteration 75Q: 3 clusters Score -378323.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -378332.906250 Penalty: 2891.346680
	Iteration 76Q: 3 clusters Score -378332.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -378343.906250 Penalty: 2891.346680
	Iteration 77Q: 3 clusters Score -378343.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -378354.875000 Penalty: 2891.346680
	Iteration 78Q: 3 clusters Score -378354.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -378366.656250 Penalty: 2891.346680
	Iteration 79Q: 3 clusters Score -378366.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -378374.125000 Penalty: 2891.346680
	Iteration 80F: 3 clusters Score -378374.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -378385.687500 Penalty: 2891.346680
	Iteration 81Q: 3 clusters Score -378385.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -378394.343750 Penalty: 2891.346680
	Iteration 82Q: 3 clusters Score -378394.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -378400.125000 Penalty: 2891.346680
	Iteration 83Q: 3 clusters Score -378400.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -378405.937500 Penalty: 2891.346680
	Iteration 84Q: 3 clusters Score -378405.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -378409.312500 Penalty: 2891.346680
	Iteration 85Q: 3 clusters Score -378409.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -378411.406250 Penalty: 2891.346680
	Iteration 86Q: 3 clusters Score -378411.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -378415.187500 Penalty: 2891.346680
	Iteration 87Q: 3 clusters Score -378415.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -378416.656250 Penalty: 2891.346680
	Iteration 88Q: 3 clusters Score -378416.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -378419.062500 Penalty: 2891.346680
	Iteration 89Q: 3 clusters Score -378419.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -378421.375000 Penalty: 2891.346680
	Iteration 90Q: 3 clusters Score -378421.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -378422.031250 Penalty: 2891.346680
	Iteration 91Q: 3 clusters Score -378422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -378422.031250 Penalty: 2891.346680
	Iteration 92F: 3 clusters Score -378422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Entering Unmasked Estep 
Score: -447204.906250 Penalty: 1467.280396
	Iteration 0F: 2 clusters Score -447204.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -441114.718750 Penalty: 2934.560791
	Iteration 0F: 3 clusters Score -441114.7 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -443037.468750 Penalty: 2934.560791
	Iteration 1F: 3 clusters Score -443037.5 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -443277.937500 Penalty: 2934.560791
	Iteration 2F: 3 clusters Score -443277.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -443489.656250 Penalty: 2934.560791
	Iteration 3Q: 3 clusters Score -443489.7 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -443766.187500 Penalty: 2934.560791
	Iteration 4F: 3 clusters Score -443766.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -444127.093750 Penalty: 2934.560791
	Iteration 5F: 3 clusters Score -444127.1 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -444618.625000 Penalty: 2934.560791
	Iteration 6F: 3 clusters Score -444618.6 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -445142.125000 Penalty: 2934.560791
	Iteration 7F: 3 clusters Score -445142.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -445624.562500 Penalty: 2934.560791
	Iteration 8F: 3 clusters Score -445624.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -445926.625000 Penalty: 2934.560791
	Iteration 9Q: 3 clusters Score -445926.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -446074.625000 Penalty: 2934.560791
	Iteration 10Q: 3 clusters Score -446074.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -446167.187500 Penalty: 2934.560791
	Iteration 11Q: 3 clusters Score -446167.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -446209.093750 Penalty: 2934.560791
	Iteration 12Q: 3 clusters Score -446209.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -446233.343750 Penalty: 2934.560791
	Iteration 13Q: 3 clusters Score -446233.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -446252.437500 Penalty: 2934.560791
	Iteration 14Q: 3 clusters Score -446252.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -446261.000000 Penalty: 2934.560791
	Iteration 15Q: 3 clusters Score -446261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -446266.375000 Penalty: 2934.560791
	Iteration 16Q: 3 clusters Score -446266.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -446271.281250 Penalty: 2934.560791
	Iteration 17Q: 3 clusters Score -446271.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -446277.531250 Penalty: 2934.560791
	Iteration 18Q: 3 clusters Score -446277.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -446279.718750 Penalty: 2934.560791
	Iteration 19Q: 3 clusters Score -446279.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -446282.093750 Penalty: 2934.560791
	Iteration 20F: 3 clusters Score -446282.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -446284.312500 Penalty: 2934.560791
	Iteration 21Q: 3 clusters Score -446284.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -446286.343750 Penalty: 2934.560791
	Iteration 22Q: 3 clusters Score -446286.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -446286.062500 Penalty: 2934.560791
	Iteration 23Q: 3 clusters Score -446286.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -446289.062500 Penalty: 2934.560791
	Iteration 24Q: 3 clusters Score -446289.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -446293.093750 Penalty: 2934.560791
	Iteration 25Q: 3 clusters Score -446293.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -446297.687500 Penalty: 2934.560791
	Iteration 26Q: 3 clusters Score -446297.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -446301.625000 Penalty: 2934.560791
	Iteration 27Q: 3 clusters Score -446301.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -446303.687500 Penalty: 2934.560791
	Iteration 28Q: 3 clusters Score -446303.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -446304.187500 Penalty: 2934.560791
	Iteration 29Q: 3 clusters Score -446304.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -446304.187500 Penalty: 2934.560791
	Iteration 30F: 3 clusters Score -446304.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Entering Unmasked Estep 
Score: -281620.437500 Penalty: 1409.084106
	Iteration 0F: 2 clusters Score -281620.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -277175.437500 Penalty: 2818.168213
	Iteration 0F: 3 clusters Score -277175.4 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -278508.093750 Penalty: 2818.168213
	Iteration 1F: 3 clusters Score -278508.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -278853.718750 Penalty: 2818.168213
	Iteration 2F: 3 clusters Score -278853.7 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -279206.031250 Penalty: 2818.168213
	Iteration 3F: 3 clusters Score -279206 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -279521.062500 Penalty: 2818.168213
	Iteration 4F: 3 clusters Score -279521.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -279758.093750 Penalty: 2818.168213
	Iteration 5F: 3 clusters Score -279758.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -279982.000000 Penalty: 2818.168213
	Iteration 6F: 3 clusters Score -279982 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -280149.843750 Penalty: 2818.168213
	Iteration 7Q: 3 clusters Score -280149.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -280298.906250 Penalty: 2818.168213
	Iteration 8Q: 3 clusters Score -280298.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -280416.343750 Penalty: 2818.168213
	Iteration 9Q: 3 clusters Score -280416.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -280512.750000 Penalty: 2818.168213
	Iteration 10Q: 3 clusters Score -280512.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -280611.906250 Penalty: 2818.168213
	Iteration 11Q: 3 clusters Score -280611.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -280682.625000 Penalty: 2818.168213
	Iteration 12Q: 3 clusters Score -280682.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -280727.312500 Penalty: 2818.168213
	Iteration 13Q: 3 clusters Score -280727.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -280753.812500 Penalty: 2818.168213
	Iteration 14Q: 3 clusters Score -280753.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -280778.656250 Penalty: 2818.168213
	Iteration 15Q: 3 clusters Score -280778.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -280801.375000 Penalty: 2818.168213
	Iteration 16Q: 3 clusters Score -280801.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -280813.156250 Penalty: 2818.168213
	Iteration 17Q: 3 clusters Score -280813.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -280823.281250 Penalty: 2818.168213
	Iteration 18Q: 3 clusters Score -280823.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -280835.187500 Penalty: 2818.168213
	Iteration 19Q: 3 clusters Score -280835.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -280846.093750 Penalty: 2818.168213
	Iteration 20F: 3 clusters Score -280846.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -280853.250000 Penalty: 2818.168213
	Iteration 21Q: 3 clusters Score -280853.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -280858.312500 Penalty: 2818.168213
	Iteration 22Q: 3 clusters Score -280858.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -280861.781250 Penalty: 2818.168213
	Iteration 23Q: 3 clusters Score -280861.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -280868.031250 Penalty: 2818.168213
	Iteration 24Q: 3 clusters Score -280868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -280875.812500 Penalty: 2818.168213
	Iteration 25Q: 3 clusters Score -280875.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -280882.281250 Penalty: 2818.168213
	Iteration 26Q: 3 clusters Score -280882.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -280888.218750 Penalty: 2818.168213
	Iteration 27Q: 3 clusters Score -280888.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -280893.437500 Penalty: 2818.168213
	Iteration 28Q: 3 clusters Score -280893.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -280897.375000 Penalty: 2818.168213
	Iteration 29Q: 3 clusters Score -280897.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -280903.812500 Penalty: 2818.168213
	Iteration 30Q: 3 clusters Score -280903.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -280908.562500 Penalty: 2818.168213
	Iteration 31Q: 3 clusters Score -280908.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -280912.906250 Penalty: 2818.168213
	Iteration 32Q: 3 clusters Score -280912.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -280918.343750 Penalty: 2818.168213
	Iteration 33Q: 3 clusters Score -280918.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -280919.906250 Penalty: 2818.168213
	Iteration 34Q: 3 clusters Score -280919.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -280922.062500 Penalty: 2818.168213
	Iteration 35Q: 3 clusters Score -280922.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -280922.968750 Penalty: 2818.168213
	Iteration 36Q: 3 clusters Score -280923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -280923.812500 Penalty: 2818.168213
	Iteration 37Q: 3 clusters Score -280923.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -280924.625000 Penalty: 2818.168213
	Iteration 38Q: 3 clusters Score -280924.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -280925.343750 Penalty: 2818.168213
	Iteration 39Q: 3 clusters Score -280925.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -280925.343750 Penalty: 2818.168213
	Iteration 40F: 3 clusters Score -280925.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4376 members 
Mstep: Class 3 contains 56463 members 
Mstep: Class 4 contains 3185 members 
Mstep: Class 5 contains 4662 members 
Mstep: Class 6 contains 15609 members 
Mstep: Class 7 contains 9408 members 
Mstep: Class 8 contains 6502 members 
Mstep: Class 9 contains 6411 members 
Mstep: Class 14 contains 2361 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 316691 members 
Mstep: Class 17 contains 12318 members 
Mstep: Class 18 contains 7306 members 
Mstep: Class 20 contains 8345 members 
Mstep: Class 21 contains 5833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154428.000000 Penalty: 33916.507812
Iteration 119Q: 17 clusters Score -2.315443e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4377 members 
Mstep: Class 3 contains 56431 members 
Mstep: Class 4 contains 3187 members 
Mstep: Class 5 contains 4688 members 
Mstep: Class 6 contains 15596 members 
Mstep: Class 7 contains 9399 members 
Mstep: Class 8 contains 6491 members 
Mstep: Class 9 contains 6413 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 316741 members 
Mstep: Class 17 contains 12317 members 
Mstep: Class 18 contains 7293 members 
Mstep: Class 20 contains 8351 members 
Mstep: Class 21 contains 5821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154444.000000 Penalty: 33916.507812
Iteration 120F: 17 clusters Score -2.315444e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4375 members 
Mstep: Class 3 contains 56395 members 
Mstep: Class 4 contains 3191 members 
Mstep: Class 5 contains 4716 members 
Mstep: Class 6 contains 15584 members 
Mstep: Class 7 contains 9391 members 
Mstep: Class 8 contains 6486 members 
Mstep: Class 9 contains 6416 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 316791 members 
Mstep: Class 17 contains 12315 members 
Mstep: Class 18 contains 7286 members 
Mstep: Class 20 contains 8354 members 
Mstep: Class 21 contains 5805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154432.000000 Penalty: 33916.507812
Iteration 121Q: 17 clusters Score -2.315443e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4376 members 
Mstep: Class 3 contains 56360 members 
Mstep: Class 4 contains 3195 members 
Mstep: Class 5 contains 4745 members 
Mstep: Class 6 contains 15577 members 
Mstep: Class 7 contains 9382 members 
Mstep: Class 8 contains 6476 members 
Mstep: Class 9 contains 6417 members 
Mstep: Class 14 contains 2367 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 316830 members 
Mstep: Class 17 contains 12312 members 
Mstep: Class 18 contains 7281 members 
Mstep: Class 20 contains 8358 members 
Mstep: Class 21 contains 5794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154448.000000 Penalty: 33916.507812
Iteration 122Q: 17 clusters Score -2.315445e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4376 members 
Mstep: Class 3 contains 56322 members 
Mstep: Class 4 contains 3203 members 
Mstep: Class 5 contains 4772 members 
Mstep: Class 6 contains 15567 members 
Mstep: Class 7 contains 9374 members 
Mstep: Class 8 contains 6473 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 14 contains 2367 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 316867 members 
Mstep: Class 17 contains 12312 members 
Mstep: Class 18 contains 7272 members 
Mstep: Class 20 contains 8364 members 
Mstep: Class 21 contains 5783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154448.000000 Penalty: 33916.507812
Iteration 123Q: 17 clusters Score -2.315445e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4376 members 
Mstep: Class 3 contains 56285 members 
Mstep: Class 4 contains 3213 members 
Mstep: Class 5 contains 4810 members 
Mstep: Class 6 contains 15551 members 
Mstep: Class 7 contains 9365 members 
Mstep: Class 8 contains 6468 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 14 contains 2376 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 316892 members 
Mstep: Class 17 contains 12311 members 
Mstep: Class 18 contains 7263 members 
Mstep: Class 20 contains 8370 members 
Mstep: Class 21 contains 5772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154476.000000 Penalty: 33916.507812
Iteration 124Q: 17 clusters Score -2.315448e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4378 members 
Mstep: Class 3 contains 56251 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 4850 members 
Mstep: Class 6 contains 15540 members 
Mstep: Class 7 contains 9359 members 
Mstep: Class 8 contains 6466 members 
Mstep: Class 9 contains 6416 members 
Mstep: Class 14 contains 2380 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 316918 members 
Mstep: Class 17 contains 12309 members 
Mstep: Class 18 contains 7248 members 
Mstep: Class 20 contains 8374 members 
Mstep: Class 21 contains 5759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154500.000000 Penalty: 33916.507812
Iteration 125Q: 17 clusters Score -2.31545e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4380 members 
Mstep: Class 3 contains 56218 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 4874 members 
Mstep: Class 6 contains 15526 members 
Mstep: Class 7 contains 9359 members 
Mstep: Class 8 contains 6463 members 
Mstep: Class 9 contains 6416 members 
Mstep: Class 14 contains 2385 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 316946 members 
Mstep: Class 17 contains 12304 members 
Mstep: Class 18 contains 7238 members 
Mstep: Class 20 contains 8382 members 
Mstep: Class 21 contains 5749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154470.000000 Penalty: 33916.507812
Iteration 126Q: 17 clusters Score -2.315447e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4381 members 
Mstep: Class 3 contains 56193 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 4906 members 
Mstep: Class 6 contains 15513 members 
Mstep: Class 7 contains 9350 members 
Mstep: Class 8 contains 6462 members 
Mstep: Class 9 contains 6415 members 
Mstep: Class 14 contains 2387 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 316955 members 
Mstep: Class 17 contains 12301 members 
Mstep: Class 18 contains 7238 members 
Mstep: Class 20 contains 8393 members 
Mstep: Class 21 contains 5742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154472.000000 Penalty: 33916.507812
Iteration 127Q: 17 clusters Score -2.315447e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4382 members 
Mstep: Class 3 contains 56162 members 
Mstep: Class 4 contains 3242 members 
Mstep: Class 5 contains 4940 members 
Mstep: Class 6 contains 15498 members 
Mstep: Class 7 contains 9337 members 
Mstep: Class 8 contains 6462 members 
Mstep: Class 9 contains 6415 members 
Mstep: Class 14 contains 2390 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 316967 members 
Mstep: Class 17 contains 12295 members 
Mstep: Class 18 contains 7239 members 
Mstep: Class 20 contains 8410 members 
Mstep: Class 21 contains 5731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154498.000000 Penalty: 33916.507812
Iteration 128Q: 17 clusters Score -2.31545e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4382 members 
Mstep: Class 3 contains 56140 members 
Mstep: Class 4 contains 3244 members 
Mstep: Class 5 contains 4975 members 
Mstep: Class 6 contains 15490 members 
Mstep: Class 7 contains 9328 members 
Mstep: Class 8 contains 6462 members 
Mstep: Class 9 contains 6414 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 316971 members 
Mstep: Class 17 contains 12288 members 
Mstep: Class 18 contains 7240 members 
Mstep: Class 20 contains 8424 members 
Mstep: Class 21 contains 5721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154520.000000 Penalty: 33916.507812
Iteration 129Q: 17 clusters Score -2.315452e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4382 members 
Mstep: Class 3 contains 56115 members 
Mstep: Class 4 contains 3246 members 
Mstep: Class 5 contains 5009 members 
Mstep: Class 6 contains 15480 members 
Mstep: Class 7 contains 9322 members 
Mstep: Class 8 contains 6461 members 
Mstep: Class 9 contains 6414 members 
Mstep: Class 14 contains 2393 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 316985 members 
Mstep: Class 17 contains 12279 members 
Mstep: Class 18 contains 7241 members 
Mstep: Class 20 contains 8433 members 
Mstep: Class 21 contains 5710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154498.000000 Penalty: 33916.507812
Iteration 130Q: 17 clusters Score -2.31545e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4381 members 
Mstep: Class 3 contains 56107 members 
Mstep: Class 4 contains 3246 members 
Mstep: Class 5 contains 5036 members 
Mstep: Class 6 contains 15477 members 
Mstep: Class 7 contains 9318 members 
Mstep: Class 8 contains 6463 members 
Mstep: Class 9 contains 6413 members 
Mstep: Class 14 contains 2387 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 316981 members 
Mstep: Class 17 contains 12275 members 
Mstep: Class 18 contains 7239 members 
Mstep: Class 20 contains 8446 members 
Mstep: Class 21 contains 5701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154564.000000 Penalty: 33916.507812
Iteration 131Q: 17 clusters Score -2.315456e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 56092 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 5057 members 
Mstep: Class 6 contains 15475 members 
Mstep: Class 7 contains 9316 members 
Mstep: Class 8 contains 6462 members 
Mstep: Class 9 contains 6413 members 
Mstep: Class 14 contains 2386 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 316970 members 
Mstep: Class 17 contains 12271 members 
Mstep: Class 18 contains 7239 members 
Mstep: Class 20 contains 8463 members 
Mstep: Class 21 contains 5694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154520.000000 Penalty: 33916.507812
Iteration 132Q: 17 clusters Score -2.315452e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4387 members 
Mstep: Class 3 contains 56072 members 
Mstep: Class 4 contains 3252 members 
Mstep: Class 5 contains 5078 members 
Mstep: Class 6 contains 15473 members 
Mstep: Class 7 contains 9310 members 
Mstep: Class 8 contains 6463 members 
Mstep: Class 9 contains 6414 members 
Mstep: Class 14 contains 2387 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 316959 members 
Mstep: Class 17 contains 12268 members 
Mstep: Class 18 contains 7239 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 5692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154558.000000 Penalty: 33916.507812
Iteration 133Q: 17 clusters Score -2.315456e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 3 contains 56066 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 5101 members 
Mstep: Class 6 contains 15469 members 
Mstep: Class 7 contains 9305 members 
Mstep: Class 8 contains 6463 members 
Mstep: Class 9 contains 6414 members 
Mstep: Class 14 contains 2385 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 316948 members 
Mstep: Class 17 contains 12266 members 
Mstep: Class 18 contains 7235 members 
Mstep: Class 20 contains 8488 members 
Mstep: Class 21 contains 5689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154596.000000 Penalty: 33916.507812
Iteration 134Q: 17 clusters Score -2.31546e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 3 contains 56057 members 
Mstep: Class 4 contains 3255 members 
Mstep: Class 5 contains 5117 members 
Mstep: Class 6 contains 15468 members 
Mstep: Class 7 contains 9297 members 
Mstep: Class 8 contains 6462 members 
Mstep: Class 9 contains 6414 members 
Mstep: Class 14 contains 2387 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 316949 members 
Mstep: Class 17 contains 12264 members 
Mstep: Class 18 contains 7228 members 
Mstep: Class 20 contains 8500 members 
Mstep: Class 21 contains 5684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154616.000000 Penalty: 33916.507812
Iteration 135Q: 17 clusters Score -2.315462e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 3 contains 56049 members 
Mstep: Class 4 contains 3258 members 
Mstep: Class 5 contains 5130 members 
Mstep: Class 6 contains 15464 members 
Mstep: Class 7 contains 9290 members 
Mstep: Class 8 contains 6461 members 
Mstep: Class 9 contains 6411 members 
Mstep: Class 14 contains 2393 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 316957 members 
Mstep: Class 17 contains 12264 members 
Mstep: Class 18 contains 7221 members 
Mstep: Class 20 contains 8503 members 
Mstep: Class 21 contains 5681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154606.000000 Penalty: 33916.507812
Iteration 136Q: 17 clusters Score -2.315461e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4387 members 
Mstep: Class 3 contains 56043 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 5147 members 
Mstep: Class 6 contains 15458 members 
Mstep: Class 7 contains 9288 members 
Mstep: Class 8 contains 6458 members 
Mstep: Class 9 contains 6412 members 
Mstep: Class 14 contains 2389 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 316960 members 
Mstep: Class 17 contains 12266 members 
Mstep: Class 18 contains 7210 members 
Mstep: Class 20 contains 8510 members 
Mstep: Class 21 contains 5677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154618.000000 Penalty: 33916.507812
Iteration 137Q: 17 clusters Score -2.315462e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 56036 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 5170 members 
Mstep: Class 6 contains 15453 members 
Mstep: Class 7 contains 9287 members 
Mstep: Class 8 contains 6460 members 
Mstep: Class 9 contains 6411 members 
Mstep: Class 14 contains 2390 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 316961 members 
Mstep: Class 17 contains 12264 members 
Mstep: Class 18 contains 7194 members 
Mstep: Class 20 contains 8517 members 
Mstep: Class 21 contains 5674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154620.000000 Penalty: 33916.507812
Iteration 138Q: 17 clusters Score -2.315462e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 56018 members 
Mstep: Class 4 contains 3269 members 
Mstep: Class 5 contains 5180 members 
Mstep: Class 6 contains 15442 members 
Mstep: Class 7 contains 9281 members 
Mstep: Class 8 contains 6462 members 
Mstep: Class 9 contains 6412 members 
Mstep: Class 14 contains 2396 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 316990 members 
Mstep: Class 17 contains 12266 members 
Mstep: Class 18 contains 7179 members 
Mstep: Class 20 contains 8526 members 
Mstep: Class 21 contains 5667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154634.000000 Penalty: 33916.507812
Iteration 139Q: 17 clusters Score -2.315463e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 56006 members 
Mstep: Class 4 contains 3269 members 
Mstep: Class 5 contains 5187 members 
Mstep: Class 6 contains 15432 members 
Mstep: Class 7 contains 9281 members 
Mstep: Class 8 contains 6464 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 14 contains 2396 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317022 members 
Mstep: Class 17 contains 12263 members 
Mstep: Class 18 contains 7168 members 
Mstep: Class 20 contains 8535 members 
Mstep: Class 21 contains 5658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154672.000000 Penalty: 33916.507812
Iteration 140F: 17 clusters Score -2.315467e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55994 members 
Mstep: Class 4 contains 3275 members 
Mstep: Class 5 contains 5203 members 
Mstep: Class 6 contains 15422 members 
Mstep: Class 7 contains 9280 members 
Mstep: Class 8 contains 6465 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 14 contains 2396 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317034 members 
Mstep: Class 17 contains 12260 members 
Mstep: Class 18 contains 7157 members 
Mstep: Class 20 contains 8546 members 
Mstep: Class 21 contains 5653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154682.000000 Penalty: 33916.507812
Iteration 141Q: 17 clusters Score -2.315468e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55983 members 
Mstep: Class 4 contains 3274 members 
Mstep: Class 5 contains 5209 members 
Mstep: Class 6 contains 15418 members 
Mstep: Class 7 contains 9277 members 
Mstep: Class 8 contains 6465 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 14 contains 2396 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317054 members 
Mstep: Class 17 contains 12259 members 
Mstep: Class 18 contains 7144 members 
Mstep: Class 20 contains 8559 members 
Mstep: Class 21 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154664.000000 Penalty: 33916.507812
Iteration 142Q: 17 clusters Score -2.315466e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55969 members 
Mstep: Class 4 contains 3275 members 
Mstep: Class 5 contains 5215 members 
Mstep: Class 6 contains 15414 members 
Mstep: Class 7 contains 9272 members 
Mstep: Class 8 contains 6465 members 
Mstep: Class 9 contains 6407 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317065 members 
Mstep: Class 17 contains 12255 members 
Mstep: Class 18 contains 7142 members 
Mstep: Class 20 contains 8574 members 
Mstep: Class 21 contains 5643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154680.000000 Penalty: 33916.507812
Iteration 143Q: 17 clusters Score -2.315468e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55956 members 
Mstep: Class 4 contains 3276 members 
Mstep: Class 5 contains 5218 members 
Mstep: Class 6 contains 15408 members 
Mstep: Class 7 contains 9270 members 
Mstep: Class 8 contains 6466 members 
Mstep: Class 9 contains 6407 members 
Mstep: Class 14 contains 2398 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317084 members 
Mstep: Class 17 contains 12249 members 
Mstep: Class 18 contains 7138 members 
Mstep: Class 20 contains 8587 members 
Mstep: Class 21 contains 5640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154666.000000 Penalty: 33916.507812
Iteration 144Q: 17 clusters Score -2.315467e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55943 members 
Mstep: Class 4 contains 3277 members 
Mstep: Class 5 contains 5226 members 
Mstep: Class 6 contains 15405 members 
Mstep: Class 7 contains 9269 members 
Mstep: Class 8 contains 6466 members 
Mstep: Class 9 contains 6406 members 
Mstep: Class 14 contains 2401 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317082 members 
Mstep: Class 17 contains 12242 members 
Mstep: Class 18 contains 7135 members 
Mstep: Class 20 contains 8610 members 
Mstep: Class 21 contains 5638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154688.000000 Penalty: 33916.507812
Iteration 145Q: 17 clusters Score -2.315469e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55934 members 
Mstep: Class 4 contains 3278 members 
Mstep: Class 5 contains 5241 members 
Mstep: Class 6 contains 15403 members 
Mstep: Class 7 contains 9267 members 
Mstep: Class 8 contains 6466 members 
Mstep: Class 9 contains 6406 members 
Mstep: Class 14 contains 2402 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317075 members 
Mstep: Class 17 contains 12233 members 
Mstep: Class 18 contains 7133 members 
Mstep: Class 20 contains 8628 members 
Mstep: Class 21 contains 5636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154676.000000 Penalty: 33916.507812
Iteration 146Q: 17 clusters Score -2.315468e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55926 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 5260 members 
Mstep: Class 6 contains 15401 members 
Mstep: Class 7 contains 9265 members 
Mstep: Class 8 contains 6466 members 
Mstep: Class 9 contains 6406 members 
Mstep: Class 14 contains 2401 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317055 members 
Mstep: Class 17 contains 12228 members 
Mstep: Class 18 contains 7134 members 
Mstep: Class 20 contains 8649 members 
Mstep: Class 21 contains 5633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154742.000000 Penalty: 33916.507812
Iteration 147Q: 17 clusters Score -2.315474e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4387 members 
Mstep: Class 3 contains 55915 members 
Mstep: Class 4 contains 3280 members 
Mstep: Class 5 contains 5275 members 
Mstep: Class 6 contains 15398 members 
Mstep: Class 7 contains 9264 members 
Mstep: Class 8 contains 6466 members 
Mstep: Class 9 contains 6406 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317032 members 
Mstep: Class 17 contains 12224 members 
Mstep: Class 18 contains 7137 members 
Mstep: Class 20 contains 8669 members 
Mstep: Class 21 contains 5629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154736.000000 Penalty: 33916.507812
Iteration 148Q: 17 clusters Score -2.315474e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 3 contains 55906 members 
Mstep: Class 4 contains 3280 members 
Mstep: Class 5 contains 5283 members 
Mstep: Class 6 contains 15396 members 
Mstep: Class 7 contains 9265 members 
Mstep: Class 8 contains 6466 members 
Mstep: Class 9 contains 6406 members 
Mstep: Class 14 contains 2411 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317015 members 
Mstep: Class 17 contains 12220 members 
Mstep: Class 18 contains 7135 members 
Mstep: Class 20 contains 8692 members 
Mstep: Class 21 contains 5628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154718.000000 Penalty: 33916.507812
Iteration 149Q: 17 clusters Score -2.315472e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 55892 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 5287 members 
Mstep: Class 6 contains 15393 members 
Mstep: Class 7 contains 9264 members 
Mstep: Class 8 contains 6466 members 
Mstep: Class 9 contains 6407 members 
Mstep: Class 14 contains 2412 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317003 members 
Mstep: Class 17 contains 12218 members 
Mstep: Class 18 contains 7132 members 
Mstep: Class 20 contains 8722 members 
Mstep: Class 21 contains 5627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154700.000000 Penalty: 33916.507812
Iteration 150Q: 17 clusters Score -2.31547e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 3 contains 55876 members 
Mstep: Class 4 contains 3280 members 
Mstep: Class 5 contains 5295 members 
Mstep: Class 6 contains 15390 members 
Mstep: Class 7 contains 9262 members 
Mstep: Class 8 contains 6465 members 
Mstep: Class 9 contains 6407 members 
Mstep: Class 14 contains 2414 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 316997 members 
Mstep: Class 17 contains 12216 members 
Mstep: Class 18 contains 7129 members 
Mstep: Class 20 contains 8746 members 
Mstep: Class 21 contains 5625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154684.000000 Penalty: 33916.507812
Iteration 151Q: 17 clusters Score -2.315468e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 3 contains 55860 members 
Mstep: Class 4 contains 3280 members 
Mstep: Class 5 contains 5306 members 
Mstep: Class 6 contains 15384 members 
Mstep: Class 7 contains 9260 members 
Mstep: Class 8 contains 6461 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 14 contains 2416 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317002 members 
Mstep: Class 17 contains 12216 members 
Mstep: Class 18 contains 7125 members 
Mstep: Class 20 contains 8760 members 
Mstep: Class 21 contains 5624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154754.000000 Penalty: 33916.507812
Iteration 152Q: 17 clusters Score -2.315475e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 3 contains 55849 members 
Mstep: Class 4 contains 3280 members 
Mstep: Class 5 contains 5324 members 
Mstep: Class 6 contains 15383 members 
Mstep: Class 7 contains 9259 members 
Mstep: Class 8 contains 6459 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 14 contains 2416 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317002 members 
Mstep: Class 17 contains 12215 members 
Mstep: Class 18 contains 7123 members 
Mstep: Class 20 contains 8764 members 
Mstep: Class 21 contains 5620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154700.000000 Penalty: 33916.507812
Iteration 153Q: 17 clusters Score -2.31547e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4387 members 
Mstep: Class 3 contains 55837 members 
Mstep: Class 4 contains 3280 members 
Mstep: Class 5 contains 5345 members 
Mstep: Class 6 contains 15380 members 
Mstep: Class 7 contains 9258 members 
Mstep: Class 8 contains 6458 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 14 contains 2417 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 316997 members 
Mstep: Class 17 contains 12216 members 
Mstep: Class 18 contains 7116 members 
Mstep: Class 20 contains 8775 members 
Mstep: Class 21 contains 5616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154674.000000 Penalty: 33916.507812
Iteration 154Q: 17 clusters Score -2.315467e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4387 members 
Mstep: Class 3 contains 55820 members 
Mstep: Class 4 contains 3281 members 
Mstep: Class 5 contains 5382 members 
Mstep: Class 6 contains 15377 members 
Mstep: Class 7 contains 9257 members 
Mstep: Class 8 contains 6457 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 14 contains 2418 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 316985 members 
Mstep: Class 17 contains 12214 members 
Mstep: Class 18 contains 7108 members 
Mstep: Class 20 contains 8785 members 
Mstep: Class 21 contains 5611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154648.000000 Penalty: 33916.507812
Iteration 155Q: 17 clusters Score -2.315465e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4387 members 
Mstep: Class 3 contains 55808 members 
Mstep: Class 4 contains 3280 members 
Mstep: Class 5 contains 5404 members 
Mstep: Class 6 contains 15377 members 
Mstep: Class 7 contains 9255 members 
Mstep: Class 8 contains 6456 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 14 contains 2420 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 316982 members 
Mstep: Class 17 contains 12213 members 
Mstep: Class 18 contains 7093 members 
Mstep: Class 20 contains 8798 members 
Mstep: Class 21 contains 5610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154670.000000 Penalty: 33916.507812
Iteration 156Q: 17 clusters Score -2.315467e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55792 members 
Mstep: Class 4 contains 3281 members 
Mstep: Class 5 contains 5419 members 
Mstep: Class 6 contains 15374 members 
Mstep: Class 7 contains 9254 members 
Mstep: Class 8 contains 6454 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 14 contains 2421 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 316984 members 
Mstep: Class 17 contains 12210 members 
Mstep: Class 18 contains 7086 members 
Mstep: Class 20 contains 8814 members 
Mstep: Class 21 contains 5609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154660.000000 Penalty: 33916.507812
Iteration 157Q: 17 clusters Score -2.315466e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55781 members 
Mstep: Class 4 contains 3278 members 
Mstep: Class 5 contains 5432 members 
Mstep: Class 6 contains 15368 members 
Mstep: Class 7 contains 9253 members 
Mstep: Class 8 contains 6454 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 14 contains 2422 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 316986 members 
Mstep: Class 17 contains 12210 members 
Mstep: Class 18 contains 7077 members 
Mstep: Class 20 contains 8830 members 
Mstep: Class 21 contains 5607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154680.000000 Penalty: 33916.507812
Iteration 158Q: 17 clusters Score -2.315468e+07 nChanged 68
Entering ConstructFrom: 
Score: -23154680.000000 Penalty: 33916.507812
Entering ConstructFrom: 
Trying to split cluster 1 (1403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Entering Unmasked Estep 
Score: -65525.789062 Penalty: 1177.534790
	Iteration 0F: 2 clusters Score -65525.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -63809.699219 Penalty: 2355.069580
	Iteration 0F: 3 clusters Score -63809.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -64097.773438 Penalty: 2355.069580
	Iteration 1F: 3 clusters Score -64097.77 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -64173.328125 Penalty: 2355.069580
	Iteration 2F: 3 clusters Score -64173.33 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -64222.816406 Penalty: 2355.069580
	Iteration 3Q: 3 clusters Score -64222.82 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -64267.886719 Penalty: 2355.069580
	Iteration 4Q: 3 clusters Score -64267.89 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -64313.699219 Penalty: 2355.069580
	Iteration 5Q: 3 clusters Score -64313.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -64340.402344 Penalty: 2355.069580
	Iteration 6Q: 3 clusters Score -64340.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -64360.191406 Penalty: 2355.069580
	Iteration 7Q: 3 clusters Score -64360.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -64376.878906 Penalty: 2355.069580
	Iteration 8Q: 3 clusters Score -64376.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -64399.500000 Penalty: 2355.069580
	Iteration 9Q: 3 clusters Score -64399.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -64417.089844 Penalty: 2355.069580
	Iteration 10Q: 3 clusters Score -64417.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -64434.671875 Penalty: 2355.069580
	Iteration 11Q: 3 clusters Score -64434.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -64449.140625 Penalty: 2355.069580
	Iteration 12Q: 3 clusters Score -64449.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -64461.332031 Penalty: 2355.069580
	Iteration 13Q: 3 clusters Score -64461.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -64470.761719 Penalty: 2355.069580
	Iteration 14Q: 3 clusters Score -64470.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -64474.566406 Penalty: 2355.069580
	Iteration 15Q: 3 clusters Score -64474.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -64476.925781 Penalty: 2355.069580
	Iteration 16Q: 3 clusters Score -64476.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -64478.257812 Penalty: 2355.069580
	Iteration 17Q: 3 clusters Score -64478.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -64479.210938 Penalty: 2355.069580
	Iteration 18Q: 3 clusters Score -64479.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -64480.949219 Penalty: 2355.069580
	Iteration 19Q: 3 clusters Score -64480.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -64482.425781 Penalty: 2355.069580
	Iteration 20F: 3 clusters Score -64482.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -64484.156250 Penalty: 2355.069580
	Iteration 21Q: 3 clusters Score -64484.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -64486.007812 Penalty: 2355.069580
	Iteration 22Q: 3 clusters Score -64486.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -64486.710938 Penalty: 2355.069580
	Iteration 23Q: 3 clusters Score -64486.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -64487.097656 Penalty: 2355.069580
	Iteration 24Q: 3 clusters Score -64487.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -64487.097656 Penalty: 2355.069580
	Iteration 25F: 3 clusters Score -64487.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Entering Unmasked Estep 
Score: -219941.468750 Penalty: 1362.753174
	Iteration 0F: 2 clusters Score -219941.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -216356.531250 Penalty: 2725.506348
	Iteration 0F: 3 clusters Score -216356.5 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -217313.156250 Penalty: 2725.506348
	Iteration 1F: 3 clusters Score -217313.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -217474.968750 Penalty: 2725.506348
	Iteration 2F: 3 clusters Score -217475 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -217574.171875 Penalty: 2725.506348
	Iteration 3Q: 3 clusters Score -217574.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -217646.937500 Penalty: 2725.506348
	Iteration 4Q: 3 clusters Score -217646.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -217703.796875 Penalty: 2725.506348
	Iteration 5Q: 3 clusters Score -217703.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -217757.250000 Penalty: 2725.506348
	Iteration 6Q: 3 clusters Score -217757.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -217803.343750 Penalty: 2725.506348
	Iteration 7Q: 3 clusters Score -217803.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -217869.265625 Penalty: 2725.506348
	Iteration 8Q: 3 clusters Score -217869.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -217971.500000 Penalty: 2725.506348
	Iteration 9Q: 3 clusters Score -217971.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -218076.515625 Penalty: 2725.506348
	Iteration 10Q: 3 clusters Score -218076.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -218206.984375 Penalty: 2725.506348
	Iteration 11Q: 3 clusters Score -218207 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -218340.406250 Penalty: 2725.506348
	Iteration 12Q: 3 clusters Score -218340.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -218487.781250 Penalty: 2725.506348
	Iteration 13Q: 3 clusters Score -218487.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -218670.890625 Penalty: 2725.506348
	Iteration 14Q: 3 clusters Score -218670.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -218837.453125 Penalty: 2725.506348
	Iteration 15Q: 3 clusters Score -218837.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -218951.812500 Penalty: 2725.506348
	Iteration 16Q: 3 clusters Score -218951.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -219015.265625 Penalty: 2725.506348
	Iteration 17Q: 3 clusters Score -219015.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -219055.312500 Penalty: 2725.506348
	Iteration 18Q: 3 clusters Score -219055.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -219087.546875 Penalty: 2725.506348
	Iteration 19Q: 3 clusters Score -219087.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -219111.640625 Penalty: 2725.506348
	Iteration 20F: 3 clusters Score -219111.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -219132.843750 Penalty: 2725.506348
	Iteration 21Q: 3 clusters Score -219132.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -219163.671875 Penalty: 2725.506348
	Iteration 22Q: 3 clusters Score -219163.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -219200.421875 Penalty: 2725.506348
	Iteration 23Q: 3 clusters Score -219200.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -219240.406250 Penalty: 2725.506348
	Iteration 24Q: 3 clusters Score -219240.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -219273.500000 Penalty: 2725.506348
	Iteration 25Q: 3 clusters Score -219273.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -219325.375000 Penalty: 2725.506348
	Iteration 26Q: 3 clusters Score -219325.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -219394.312500 Penalty: 2725.506348
	Iteration 27Q: 3 clusters Score -219394.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -219446.578125 Penalty: 2725.506348
	Iteration 28Q: 3 clusters Score -219446.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -219475.171875 Penalty: 2725.506348
	Iteration 29Q: 3 clusters Score -219475.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -219492.125000 Penalty: 2725.506348
	Iteration 30Q: 3 clusters Score -219492.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -219506.812500 Penalty: 2725.506348
	Iteration 31Q: 3 clusters Score -219506.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -219518.921875 Penalty: 2725.506348
	Iteration 32Q: 3 clusters Score -219518.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -219528.968750 Penalty: 2725.506348
	Iteration 33Q: 3 clusters Score -219529 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -219536.562500 Penalty: 2725.506348
	Iteration 34Q: 3 clusters Score -219536.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -219543.328125 Penalty: 2725.506348
	Iteration 35Q: 3 clusters Score -219543.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -219548.156250 Penalty: 2725.506348
	Iteration 36Q: 3 clusters Score -219548.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -219551.453125 Penalty: 2725.506348
	Iteration 37Q: 3 clusters Score -219551.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -219553.718750 Penalty: 2725.506348
	Iteration 38Q: 3 clusters Score -219553.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -219555.656250 Penalty: 2725.506348
	Iteration 39Q: 3 clusters Score -219555.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -219557.546875 Penalty: 2725.506348
	Iteration 40F: 3 clusters Score -219557.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -219559.468750 Penalty: 2725.506348
	Iteration 41Q: 3 clusters Score -219559.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -219560.343750 Penalty: 2725.506348
	Iteration 42Q: 3 clusters Score -219560.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -219560.875000 Penalty: 2725.506348
	Iteration 43Q: 3 clusters Score -219560.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -219560.875000 Penalty: 2725.506348
	Iteration 44F: 3 clusters Score -219560.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (55766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55766 members 
Entering Unmasked Estep 
Score: -2903924.000000 Penalty: 1775.949463
	Iteration 0F: 2 clusters Score -2903924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -2866863.000000 Penalty: 3551.898926
	Iteration 0F: 3 clusters Score -2866863 nChanged 26117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -2881732.750000 Penalty: 3551.898926
	Iteration 1F: 3 clusters Score -2881733 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -2882676.000000 Penalty: 3551.898926
	Iteration 2Q: 3 clusters Score -2882676 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -2884047.500000 Penalty: 3551.898926
	Iteration 3F: 3 clusters Score -2884048 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -2886045.000000 Penalty: 3551.898926
	Iteration 4F: 3 clusters Score -2886045 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -2888949.250000 Penalty: 3551.898926
	Iteration 5F: 3 clusters Score -2888949 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2892544.000000 Penalty: 3551.898926
	Iteration 6F: 3 clusters Score -2892544 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2896030.500000 Penalty: 3551.898926
	Iteration 7F: 3 clusters Score -2896030 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -2898619.750000 Penalty: 3551.898926
	Iteration 8F: 3 clusters Score -2898620 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49419 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2900177.500000 Penalty: 3551.898926
	Iteration 9Q: 3 clusters Score -2900178 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50327 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2901022.750000 Penalty: 3551.898926
	Iteration 10Q: 3 clusters Score -2901023 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50972 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -2901479.000000 Penalty: 3551.898926
	Iteration 11Q: 3 clusters Score -2901479 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51503 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -2901743.000000 Penalty: 3551.898926
	Iteration 12Q: 3 clusters Score -2901743 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51946 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -2901953.500000 Penalty: 3551.898926
	Iteration 13Q: 3 clusters Score -2901954 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52363 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2902111.250000 Penalty: 3551.898926
	Iteration 14Q: 3 clusters Score -2902111 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52707 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2902271.500000 Penalty: 3551.898926
	Iteration 15Q: 3 clusters Score -2902272 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53012 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -2902420.500000 Penalty: 3551.898926
	Iteration 16Q: 3 clusters Score -2902420 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53307 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2902568.750000 Penalty: 3551.898926
	Iteration 17Q: 3 clusters Score -2902569 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53575 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2902705.000000 Penalty: 3551.898926
	Iteration 18Q: 3 clusters Score -2902705 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53817 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2902850.000000 Penalty: 3551.898926
	Iteration 19Q: 3 clusters Score -2902850 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54028 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2902981.500000 Penalty: 3551.898926
	Iteration 20F: 3 clusters Score -2902982 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54188 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2903083.500000 Penalty: 3551.898926
	Iteration 21Q: 3 clusters Score -2903084 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54327 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2903185.000000 Penalty: 3551.898926
	Iteration 22Q: 3 clusters Score -2903185 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54437 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2903231.750000 Penalty: 3551.898926
	Iteration 23Q: 3 clusters Score -2903232 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54533 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2903281.250000 Penalty: 3551.898926
	Iteration 24Q: 3 clusters Score -2903281 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54597 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2903310.500000 Penalty: 3551.898926
	Iteration 25Q: 3 clusters Score -2903310 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54640 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2903329.250000 Penalty: 3551.898926
	Iteration 26Q: 3 clusters Score -2903329 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54672 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2903342.750000 Penalty: 3551.898926
	Iteration 27Q: 3 clusters Score -2903343 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54692 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2903356.750000 Penalty: 3551.898926
	Iteration 28Q: 3 clusters Score -2903357 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54708 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2903364.500000 Penalty: 3551.898926
	Iteration 29Q: 3 clusters Score -2903364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54726 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2903376.750000 Penalty: 3551.898926
	Iteration 30Q: 3 clusters Score -2903377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54740 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2903377.250000 Penalty: 3551.898926
	Iteration 31Q: 3 clusters Score -2903377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2903385.250000 Penalty: 3551.898926
	Iteration 32Q: 3 clusters Score -2903385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54759 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2903386.750000 Penalty: 3551.898926
	Iteration 33Q: 3 clusters Score -2903387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54764 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2903394.000000 Penalty: 3551.898926
	Iteration 34Q: 3 clusters Score -2903394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54768 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2903395.500000 Penalty: 3551.898926
	Iteration 35Q: 3 clusters Score -2903396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2903394.250000 Penalty: 3551.898926
	Iteration 36Q: 3 clusters Score -2903394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54771 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2903394.750000 Penalty: 3551.898926
	Iteration 37Q: 3 clusters Score -2903395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54772 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2903392.500000 Penalty: 3551.898926
	Iteration 38Q: 3 clusters Score -2903392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54773 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2903392.250000 Penalty: 3551.898926
	Iteration 39Q: 3 clusters Score -2903392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54772 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2903398.000000 Penalty: 3551.898926
	Iteration 40F: 3 clusters Score -2903398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2903402.750000 Penalty: 3551.898926
	Iteration 41Q: 3 clusters Score -2903403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2903401.500000 Penalty: 3551.898926
	Iteration 42Q: 3 clusters Score -2903402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2903401.500000 Penalty: 3551.898926
	Iteration 43F: 3 clusters Score -2903402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Entering Unmasked Estep 
Score: -170878.343750 Penalty: 1315.534668
	Iteration 0F: 2 clusters Score -170878.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -167978.968750 Penalty: 2631.069336
	Iteration 0F: 3 clusters Score -167979 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -168756.656250 Penalty: 2631.069336
	Iteration 1F: 3 clusters Score -168756.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -168914.171875 Penalty: 2631.069336
	Iteration 2F: 3 clusters Score -168914.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -169023.484375 Penalty: 2631.069336
	Iteration 3F: 3 clusters Score -169023.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -169116.718750 Penalty: 2631.069336
	Iteration 4Q: 3 clusters Score -169116.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -169195.859375 Penalty: 2631.069336
	Iteration 5Q: 3 clusters Score -169195.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -169254.781250 Penalty: 2631.069336
	Iteration 6Q: 3 clusters Score -169254.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -169296.609375 Penalty: 2631.069336
	Iteration 7Q: 3 clusters Score -169296.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -169325.500000 Penalty: 2631.069336
	Iteration 8Q: 3 clusters Score -169325.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -169361.671875 Penalty: 2631.069336
	Iteration 9Q: 3 clusters Score -169361.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -169399.265625 Penalty: 2631.069336
	Iteration 10Q: 3 clusters Score -169399.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -169444.781250 Penalty: 2631.069336
	Iteration 11Q: 3 clusters Score -169444.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -169483.296875 Penalty: 2631.069336
	Iteration 12Q: 3 clusters Score -169483.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -169514.578125 Penalty: 2631.069336
	Iteration 13Q: 3 clusters Score -169514.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -169545.218750 Penalty: 2631.069336
	Iteration 14Q: 3 clusters Score -169545.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -169574.890625 Penalty: 2631.069336
	Iteration 15Q: 3 clusters Score -169574.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -169587.343750 Penalty: 2631.069336
	Iteration 16Q: 3 clusters Score -169587.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -169595.015625 Penalty: 2631.069336
	Iteration 17Q: 3 clusters Score -169595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -169602.609375 Penalty: 2631.069336
	Iteration 18Q: 3 clusters Score -169602.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -169611.000000 Penalty: 2631.069336
	Iteration 19Q: 3 clusters Score -169611 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -169616.609375 Penalty: 2631.069336
	Iteration 20F: 3 clusters Score -169616.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -169625.812500 Penalty: 2631.069336
	Iteration 21Q: 3 clusters Score -169625.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -169631.687500 Penalty: 2631.069336
	Iteration 22Q: 3 clusters Score -169631.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -169634.375000 Penalty: 2631.069336
	Iteration 23Q: 3 clusters Score -169634.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -169635.984375 Penalty: 2631.069336
	Iteration 24Q: 3 clusters Score -169636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -169637.343750 Penalty: 2631.069336
	Iteration 25Q: 3 clusters Score -169637.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -169641.000000 Penalty: 2631.069336
	Iteration 26Q: 3 clusters Score -169641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -169645.015625 Penalty: 2631.069336
	Iteration 27Q: 3 clusters Score -169645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -169647.625000 Penalty: 2631.069336
	Iteration 28Q: 3 clusters Score -169647.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -169649.265625 Penalty: 2631.069336
	Iteration 29Q: 3 clusters Score -169649.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -169652.156250 Penalty: 2631.069336
	Iteration 30Q: 3 clusters Score -169652.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -169656.484375 Penalty: 2631.069336
	Iteration 31Q: 3 clusters Score -169656.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -169659.500000 Penalty: 2631.069336
	Iteration 32Q: 3 clusters Score -169659.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -169662.078125 Penalty: 2631.069336
	Iteration 33Q: 3 clusters Score -169662.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -169666.937500 Penalty: 2631.069336
	Iteration 34Q: 3 clusters Score -169666.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -169671.781250 Penalty: 2631.069336
	Iteration 35Q: 3 clusters Score -169671.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -169674.343750 Penalty: 2631.069336
	Iteration 36Q: 3 clusters Score -169674.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -169677.593750 Penalty: 2631.069336
	Iteration 37Q: 3 clusters Score -169677.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -169679.937500 Penalty: 2631.069336
	Iteration 38Q: 3 clusters Score -169679.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -169682.781250 Penalty: 2631.069336
	Iteration 39Q: 3 clusters Score -169682.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -169684.171875 Penalty: 2631.069336
	Iteration 40F: 3 clusters Score -169684.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -169685.250000 Penalty: 2631.069336
	Iteration 41Q: 3 clusters Score -169685.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -169685.250000 Penalty: 2631.069336
	Iteration 42Q: 3 clusters Score -169685.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -169685.250000 Penalty: 2631.069336
	Iteration 43F: 3 clusters Score -169685.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Entering Unmasked Estep 
Score: -299590.625000 Penalty: 1397.809082
	Iteration 0F: 2 clusters Score -299590.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -295360.343750 Penalty: 2795.618164
	Iteration 0F: 3 clusters Score -295360.3 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -296557.656250 Penalty: 2795.618164
	Iteration 1F: 3 clusters Score -296557.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -296752.968750 Penalty: 2795.618164
	Iteration 2F: 3 clusters Score -296753 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -296891.093750 Penalty: 2795.618164
	Iteration 3F: 3 clusters Score -296891.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -297029.250000 Penalty: 2795.618164
	Iteration 4Q: 3 clusters Score -297029.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -297148.875000 Penalty: 2795.618164
	Iteration 5Q: 3 clusters Score -297148.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -297272.312500 Penalty: 2795.618164
	Iteration 6Q: 3 clusters Score -297272.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -297404.156250 Penalty: 2795.618164
	Iteration 7Q: 3 clusters Score -297404.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -297536.875000 Penalty: 2795.618164
	Iteration 8Q: 3 clusters Score -297536.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -297639.281250 Penalty: 2795.618164
	Iteration 9Q: 3 clusters Score -297639.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -297747.375000 Penalty: 2795.618164
	Iteration 10Q: 3 clusters Score -297747.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -297846.687500 Penalty: 2795.618164
	Iteration 11Q: 3 clusters Score -297846.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -297933.656250 Penalty: 2795.618164
	Iteration 12Q: 3 clusters Score -297933.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -298009.281250 Penalty: 2795.618164
	Iteration 13Q: 3 clusters Score -298009.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -298078.656250 Penalty: 2795.618164
	Iteration 14Q: 3 clusters Score -298078.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -298132.312500 Penalty: 2795.618164
	Iteration 15Q: 3 clusters Score -298132.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -298181.250000 Penalty: 2795.618164
	Iteration 16Q: 3 clusters Score -298181.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -298208.468750 Penalty: 2795.618164
	Iteration 17Q: 3 clusters Score -298208.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -298229.218750 Penalty: 2795.618164
	Iteration 18Q: 3 clusters Score -298229.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -298244.156250 Penalty: 2795.618164
	Iteration 19Q: 3 clusters Score -298244.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -298262.156250 Penalty: 2795.618164
	Iteration 20F: 3 clusters Score -298262.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -298278.468750 Penalty: 2795.618164
	Iteration 21Q: 3 clusters Score -298278.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -298290.156250 Penalty: 2795.618164
	Iteration 22Q: 3 clusters Score -298290.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -298302.093750 Penalty: 2795.618164
	Iteration 23Q: 3 clusters Score -298302.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -298314.843750 Penalty: 2795.618164
	Iteration 24Q: 3 clusters Score -298314.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -298327.000000 Penalty: 2795.618164
	Iteration 25Q: 3 clusters Score -298327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -298336.593750 Penalty: 2795.618164
	Iteration 26Q: 3 clusters Score -298336.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -298344.031250 Penalty: 2795.618164
	Iteration 27Q: 3 clusters Score -298344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -298350.625000 Penalty: 2795.618164
	Iteration 28Q: 3 clusters Score -298350.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -298356.625000 Penalty: 2795.618164
	Iteration 29Q: 3 clusters Score -298356.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -298358.812500 Penalty: 2795.618164
	Iteration 30Q: 3 clusters Score -298358.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -298362.468750 Penalty: 2795.618164
	Iteration 31Q: 3 clusters Score -298362.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -298364.281250 Penalty: 2795.618164
	Iteration 32Q: 3 clusters Score -298364.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -298366.406250 Penalty: 2795.618164
	Iteration 33Q: 3 clusters Score -298366.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -298368.250000 Penalty: 2795.618164
	Iteration 34Q: 3 clusters Score -298368.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -298368.812500 Penalty: 2795.618164
	Iteration 35Q: 3 clusters Score -298368.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -298369.593750 Penalty: 2795.618164
	Iteration 36Q: 3 clusters Score -298369.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -298370.000000 Penalty: 2795.618164
	Iteration 37Q: 3 clusters Score -298370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -298370.468750 Penalty: 2795.618164
	Iteration 38Q: 3 clusters Score -298370.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -298370.812500 Penalty: 2795.618164
	Iteration 39Q: 3 clusters Score -298370.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -298371.406250 Penalty: 2795.618164
	Iteration 40F: 3 clusters Score -298371.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Entering Unmasked Estep 
Score: -800622.125000 Penalty: 1566.443481
	Iteration 0F: 2 clusters Score -800622.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -790046.062500 Penalty: 3132.886963
	Iteration 0F: 3 clusters Score -790046.1 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -793771.312500 Penalty: 3132.886963
	Iteration 1F: 3 clusters Score -793771.3 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -794129.062500 Penalty: 3132.886963
	Iteration 2F: 3 clusters Score -794129.1 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -794448.000000 Penalty: 3132.886963
	Iteration 3Q: 3 clusters Score -794448 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -794752.062500 Penalty: 3132.886963
	Iteration 4Q: 3 clusters Score -794752.1 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -795063.062500 Penalty: 3132.886963
	Iteration 5Q: 3 clusters Score -795063.1 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -795347.312500 Penalty: 3132.886963
	Iteration 6Q: 3 clusters Score -795347.3 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -795660.312500 Penalty: 3132.886963
	Iteration 7Q: 3 clusters Score -795660.3 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -796000.562500 Penalty: 3132.886963
	Iteration 8Q: 3 clusters Score -796000.6 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -796367.375000 Penalty: 3132.886963
	Iteration 9Q: 3 clusters Score -796367.4 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -796726.000000 Penalty: 3132.886963
	Iteration 10Q: 3 clusters Score -796726 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -797091.437500 Penalty: 3132.886963
	Iteration 11Q: 3 clusters Score -797091.4 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -797433.500000 Penalty: 3132.886963
	Iteration 12Q: 3 clusters Score -797433.5 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -797731.062500 Penalty: 3132.886963
	Iteration 13Q: 3 clusters Score -797731.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -797977.937500 Penalty: 3132.886963
	Iteration 14Q: 3 clusters Score -797977.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -798172.375000 Penalty: 3132.886963
	Iteration 15Q: 3 clusters Score -798172.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -798309.125000 Penalty: 3132.886963
	Iteration 16Q: 3 clusters Score -798309.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -798432.250000 Penalty: 3132.886963
	Iteration 17Q: 3 clusters Score -798432.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -798525.937500 Penalty: 3132.886963
	Iteration 18Q: 3 clusters Score -798525.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -798616.250000 Penalty: 3132.886963
	Iteration 19Q: 3 clusters Score -798616.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -798693.125000 Penalty: 3132.886963
	Iteration 20F: 3 clusters Score -798693.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -798775.687500 Penalty: 3132.886963
	Iteration 21Q: 3 clusters Score -798775.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -798840.062500 Penalty: 3132.886963
	Iteration 22Q: 3 clusters Score -798840.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -798899.375000 Penalty: 3132.886963
	Iteration 23Q: 3 clusters Score -798899.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -798945.187500 Penalty: 3132.886963
	Iteration 24Q: 3 clusters Score -798945.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -798980.500000 Penalty: 3132.886963
	Iteration 25Q: 3 clusters Score -798980.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -799021.312500 Penalty: 3132.886963
	Iteration 26Q: 3 clusters Score -799021.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -799057.312500 Penalty: 3132.886963
	Iteration 27Q: 3 clusters Score -799057.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -799095.562500 Penalty: 3132.886963
	Iteration 28Q: 3 clusters Score -799095.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -799125.500000 Penalty: 3132.886963
	Iteration 29Q: 3 clusters Score -799125.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -799153.562500 Penalty: 3132.886963
	Iteration 30Q: 3 clusters Score -799153.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -799175.875000 Penalty: 3132.886963
	Iteration 31Q: 3 clusters Score -799175.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -799192.937500 Penalty: 3132.886963
	Iteration 32Q: 3 clusters Score -799192.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -799207.437500 Penalty: 3132.886963
	Iteration 33Q: 3 clusters Score -799207.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -799221.062500 Penalty: 3132.886963
	Iteration 34Q: 3 clusters Score -799221.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -799233.750000 Penalty: 3132.886963
	Iteration 35Q: 3 clusters Score -799233.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -799244.562500 Penalty: 3132.886963
	Iteration 36Q: 3 clusters Score -799244.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -799257.312500 Penalty: 3132.886963
	Iteration 37Q: 3 clusters Score -799257.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -799263.250000 Penalty: 3132.886963
	Iteration 38Q: 3 clusters Score -799263.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -799267.812500 Penalty: 3132.886963
	Iteration 39Q: 3 clusters Score -799267.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -799270.750000 Penalty: 3132.886963
	Iteration 40F: 3 clusters Score -799270.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -799272.875000 Penalty: 3132.886963
	Iteration 41Q: 3 clusters Score -799272.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -799273.125000 Penalty: 3132.886963
	Iteration 42Q: 3 clusters Score -799273.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -799275.312500 Penalty: 3132.886963
	Iteration 43Q: 3 clusters Score -799275.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -799275.125000 Penalty: 3132.886963
	Iteration 44Q: 3 clusters Score -799275.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -799277.000000 Penalty: 3132.886963
	Iteration 45Q: 3 clusters Score -799277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -799279.875000 Penalty: 3132.886963
	Iteration 46Q: 3 clusters Score -799279.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -799279.000000 Penalty: 3132.886963
	Iteration 47Q: 3 clusters Score -799279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -799279.000000 Penalty: 3132.886963
	Iteration 48F: 3 clusters Score -799279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Entering Unmasked Estep 
Score: -481804.625000 Penalty: 1483.994019
	Iteration 0F: 2 clusters Score -481804.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -475074.500000 Penalty: 2967.988037
	Iteration 0F: 3 clusters Score -475074.5 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -477259.093750 Penalty: 2967.988037
	Iteration 1F: 3 clusters Score -477259.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -477465.468750 Penalty: 2967.988037
	Iteration 2F: 3 clusters Score -477465.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -477628.156250 Penalty: 2967.988037
	Iteration 3Q: 3 clusters Score -477628.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -477763.312500 Penalty: 2967.988037
	Iteration 4Q: 3 clusters Score -477763.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -477861.937500 Penalty: 2967.988037
	Iteration 5Q: 3 clusters Score -477861.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -477942.156250 Penalty: 2967.988037
	Iteration 6Q: 3 clusters Score -477942.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -478006.937500 Penalty: 2967.988037
	Iteration 7Q: 3 clusters Score -478006.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -478072.406250 Penalty: 2967.988037
	Iteration 8Q: 3 clusters Score -478072.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -478140.968750 Penalty: 2967.988037
	Iteration 9Q: 3 clusters Score -478141 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -478225.687500 Penalty: 2967.988037
	Iteration 10Q: 3 clusters Score -478225.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -478323.531250 Penalty: 2967.988037
	Iteration 11Q: 3 clusters Score -478323.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -478441.593750 Penalty: 2967.988037
	Iteration 12Q: 3 clusters Score -478441.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -478603.500000 Penalty: 2967.988037
	Iteration 13Q: 3 clusters Score -478603.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -478788.437500 Penalty: 2967.988037
	Iteration 14Q: 3 clusters Score -478788.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -478983.156250 Penalty: 2967.988037
	Iteration 15Q: 3 clusters Score -478983.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -479177.906250 Penalty: 2967.988037
	Iteration 16Q: 3 clusters Score -479177.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -479378.718750 Penalty: 2967.988037
	Iteration 17Q: 3 clusters Score -479378.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -479531.531250 Penalty: 2967.988037
	Iteration 18Q: 3 clusters Score -479531.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -479648.437500 Penalty: 2967.988037
	Iteration 19Q: 3 clusters Score -479648.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -479728.843750 Penalty: 2967.988037
	Iteration 20F: 3 clusters Score -479728.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -479794.562500 Penalty: 2967.988037
	Iteration 21Q: 3 clusters Score -479794.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -479864.343750 Penalty: 2967.988037
	Iteration 22Q: 3 clusters Score -479864.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -479912.031250 Penalty: 2967.988037
	Iteration 23Q: 3 clusters Score -479912 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -479955.937500 Penalty: 2967.988037
	Iteration 24Q: 3 clusters Score -479955.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -479996.812500 Penalty: 2967.988037
	Iteration 25Q: 3 clusters Score -479996.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -480031.500000 Penalty: 2967.988037
	Iteration 26Q: 3 clusters Score -480031.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -480068.093750 Penalty: 2967.988037
	Iteration 27Q: 3 clusters Score -480068.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -480098.781250 Penalty: 2967.988037
	Iteration 28Q: 3 clusters Score -480098.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -480132.718750 Penalty: 2967.988037
	Iteration 29Q: 3 clusters Score -480132.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -480169.750000 Penalty: 2967.988037
	Iteration 30Q: 3 clusters Score -480169.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -480195.625000 Penalty: 2967.988037
	Iteration 31Q: 3 clusters Score -480195.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -480226.531250 Penalty: 2967.988037
	Iteration 32Q: 3 clusters Score -480226.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -480256.375000 Penalty: 2967.988037
	Iteration 33Q: 3 clusters Score -480256.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -480286.812500 Penalty: 2967.988037
	Iteration 34Q: 3 clusters Score -480286.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -480318.031250 Penalty: 2967.988037
	Iteration 35Q: 3 clusters Score -480318 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -480334.718750 Penalty: 2967.988037
	Iteration 36Q: 3 clusters Score -480334.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -480348.093750 Penalty: 2967.988037
	Iteration 37Q: 3 clusters Score -480348.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -480367.625000 Penalty: 2967.988037
	Iteration 38Q: 3 clusters Score -480367.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -480384.531250 Penalty: 2967.988037
	Iteration 39Q: 3 clusters Score -480384.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -480406.656250 Penalty: 2967.988037
	Iteration 40F: 3 clusters Score -480406.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -480430.781250 Penalty: 2967.988037
	Iteration 41Q: 3 clusters Score -480430.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -480450.406250 Penalty: 2967.988037
	Iteration 42Q: 3 clusters Score -480450.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -480466.000000 Penalty: 2967.988037
	Iteration 43Q: 3 clusters Score -480466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -480476.281250 Penalty: 2967.988037
	Iteration 44Q: 3 clusters Score -480476.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -480488.437500 Penalty: 2967.988037
	Iteration 45Q: 3 clusters Score -480488.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -480494.125000 Penalty: 2967.988037
	Iteration 46Q: 3 clusters Score -480494.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -480496.375000 Penalty: 2967.988037
	Iteration 47Q: 3 clusters Score -480496.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -480501.843750 Penalty: 2967.988037
	Iteration 48Q: 3 clusters Score -480501.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -480509.281250 Penalty: 2967.988037
	Iteration 49Q: 3 clusters Score -480509.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -480511.218750 Penalty: 2967.988037
	Iteration 50Q: 3 clusters Score -480511.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -480514.812500 Penalty: 2967.988037
	Iteration 51Q: 3 clusters Score -480514.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -480516.906250 Penalty: 2967.988037
	Iteration 52Q: 3 clusters Score -480516.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -480519.093750 Penalty: 2967.988037
	Iteration 53Q: 3 clusters Score -480519.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -480521.093750 Penalty: 2967.988037
	Iteration 54Q: 3 clusters Score -480521.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -480523.125000 Penalty: 2967.988037
	Iteration 55Q: 3 clusters Score -480523.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -480523.625000 Penalty: 2967.988037
	Iteration 56Q: 3 clusters Score -480523.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -480524.937500 Penalty: 2967.988037
	Iteration 57Q: 3 clusters Score -480524.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -480526.031250 Penalty: 2967.988037
	Iteration 58Q: 3 clusters Score -480526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -480526.687500 Penalty: 2967.988037
	Iteration 59Q: 3 clusters Score -480526.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -480528.343750 Penalty: 2967.988037
	Iteration 60F: 3 clusters Score -480528.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -480531.062500 Penalty: 2967.988037
	Iteration 61Q: 3 clusters Score -480531.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -480535.093750 Penalty: 2967.988037
	Iteration 62Q: 3 clusters Score -480535.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -480538.156250 Penalty: 2967.988037
	Iteration 63Q: 3 clusters Score -480538.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -480539.250000 Penalty: 2967.988037
	Iteration 64Q: 3 clusters Score -480539.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -480540.000000 Penalty: 2967.988037
	Iteration 65Q: 3 clusters Score -480540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -480540.843750 Penalty: 2967.988037
	Iteration 66Q: 3 clusters Score -480540.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -480541.968750 Penalty: 2967.988037
	Iteration 67Q: 3 clusters Score -480542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -480541.968750 Penalty: 2967.988037
	Iteration 68F: 3 clusters Score -480542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Entering Unmasked Estep 
Score: -351779.531250 Penalty: 1425.523926
	Iteration 0F: 2 clusters Score -351779.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -346852.031250 Penalty: 2851.047852
	Iteration 0F: 3 clusters Score -346852 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -348277.000000 Penalty: 2851.047852
	Iteration 1F: 3 clusters Score -348277 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -348493.437500 Penalty: 2851.047852
	Iteration 2F: 3 clusters Score -348493.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -348653.156250 Penalty: 2851.047852
	Iteration 3F: 3 clusters Score -348653.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -348772.875000 Penalty: 2851.047852
	Iteration 4Q: 3 clusters Score -348772.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -348852.937500 Penalty: 2851.047852
	Iteration 5Q: 3 clusters Score -348852.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -348928.062500 Penalty: 2851.047852
	Iteration 6Q: 3 clusters Score -348928.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -349014.375000 Penalty: 2851.047852
	Iteration 7Q: 3 clusters Score -349014.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -349106.718750 Penalty: 2851.047852
	Iteration 8Q: 3 clusters Score -349106.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -349210.906250 Penalty: 2851.047852
	Iteration 9Q: 3 clusters Score -349210.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -349345.281250 Penalty: 2851.047852
	Iteration 10Q: 3 clusters Score -349345.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -349495.625000 Penalty: 2851.047852
	Iteration 11Q: 3 clusters Score -349495.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -349683.375000 Penalty: 2851.047852
	Iteration 12Q: 3 clusters Score -349683.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -349876.375000 Penalty: 2851.047852
	Iteration 13Q: 3 clusters Score -349876.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -350060.000000 Penalty: 2851.047852
	Iteration 14Q: 3 clusters Score -350060 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -350205.156250 Penalty: 2851.047852
	Iteration 15Q: 3 clusters Score -350205.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -350283.000000 Penalty: 2851.047852
	Iteration 16Q: 3 clusters Score -350283 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -350342.656250 Penalty: 2851.047852
	Iteration 17Q: 3 clusters Score -350342.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -350380.843750 Penalty: 2851.047852
	Iteration 18Q: 3 clusters Score -350380.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -350417.375000 Penalty: 2851.047852
	Iteration 19Q: 3 clusters Score -350417.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -350456.437500 Penalty: 2851.047852
	Iteration 20F: 3 clusters Score -350456.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -350476.906250 Penalty: 2851.047852
	Iteration 21Q: 3 clusters Score -350476.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -350499.187500 Penalty: 2851.047852
	Iteration 22Q: 3 clusters Score -350499.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -350513.125000 Penalty: 2851.047852
	Iteration 23Q: 3 clusters Score -350513.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -350532.062500 Penalty: 2851.047852
	Iteration 24Q: 3 clusters Score -350532.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -350548.843750 Penalty: 2851.047852
	Iteration 25Q: 3 clusters Score -350548.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -350566.031250 Penalty: 2851.047852
	Iteration 26Q: 3 clusters Score -350566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -350582.468750 Penalty: 2851.047852
	Iteration 27Q: 3 clusters Score -350582.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -350598.937500 Penalty: 2851.047852
	Iteration 28Q: 3 clusters Score -350598.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -350608.062500 Penalty: 2851.047852
	Iteration 29Q: 3 clusters Score -350608.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -350617.125000 Penalty: 2851.047852
	Iteration 30Q: 3 clusters Score -350617.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -350626.656250 Penalty: 2851.047852
	Iteration 31Q: 3 clusters Score -350626.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -350633.562500 Penalty: 2851.047852
	Iteration 32Q: 3 clusters Score -350633.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -350634.156250 Penalty: 2851.047852
	Iteration 33Q: 3 clusters Score -350634.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -350638.218750 Penalty: 2851.047852
	Iteration 34Q: 3 clusters Score -350638.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -350645.375000 Penalty: 2851.047852
	Iteration 35Q: 3 clusters Score -350645.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -350648.875000 Penalty: 2851.047852
	Iteration 36Q: 3 clusters Score -350648.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -350652.156250 Penalty: 2851.047852
	Iteration 37Q: 3 clusters Score -350652.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -350654.093750 Penalty: 2851.047852
	Iteration 38Q: 3 clusters Score -350654.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -350654.718750 Penalty: 2851.047852
	Iteration 39Q: 3 clusters Score -350654.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -350654.718750 Penalty: 2851.047852
	Iteration 40F: 3 clusters Score -350654.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Entering Unmasked Estep 
Score: -329341.687500 Penalty: 1424.361694
	Iteration 0F: 2 clusters Score -329341.7 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 3199 members 
Entering Unmasked Estep 
Score: -324520.562500 Penalty: 2848.723389
	Iteration 0F: 3 clusters Score -324520.6 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -325892.343750 Penalty: 2848.723389
	Iteration 1F: 3 clusters Score -325892.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -326119.406250 Penalty: 2848.723389
	Iteration 2F: 3 clusters Score -326119.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -326306.656250 Penalty: 2848.723389
	Iteration 3F: 3 clusters Score -326306.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -326511.156250 Penalty: 2848.723389
	Iteration 4F: 3 clusters Score -326511.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -326749.062500 Penalty: 2848.723389
	Iteration 5F: 3 clusters Score -326749.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -326994.125000 Penalty: 2848.723389
	Iteration 6F: 3 clusters Score -326994.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -327228.906250 Penalty: 2848.723389
	Iteration 7F: 3 clusters Score -327228.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -327472.250000 Penalty: 2848.723389
	Iteration 8Q: 3 clusters Score -327472.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -327694.250000 Penalty: 2848.723389
	Iteration 9Q: 3 clusters Score -327694.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -327866.000000 Penalty: 2848.723389
	Iteration 10Q: 3 clusters Score -327866 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -327967.125000 Penalty: 2848.723389
	Iteration 11Q: 3 clusters Score -327967.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -328029.156250 Penalty: 2848.723389
	Iteration 12Q: 3 clusters Score -328029.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -328072.375000 Penalty: 2848.723389
	Iteration 13Q: 3 clusters Score -328072.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -328108.093750 Penalty: 2848.723389
	Iteration 14Q: 3 clusters Score -328108.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -328134.718750 Penalty: 2848.723389
	Iteration 15Q: 3 clusters Score -328134.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -328160.843750 Penalty: 2848.723389
	Iteration 16Q: 3 clusters Score -328160.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -328175.406250 Penalty: 2848.723389
	Iteration 17Q: 3 clusters Score -328175.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -328187.531250 Penalty: 2848.723389
	Iteration 18Q: 3 clusters Score -328187.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -328199.875000 Penalty: 2848.723389
	Iteration 19Q: 3 clusters Score -328199.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -328205.781250 Penalty: 2848.723389
	Iteration 20F: 3 clusters Score -328205.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -328211.593750 Penalty: 2848.723389
	Iteration 21Q: 3 clusters Score -328211.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -328216.968750 Penalty: 2848.723389
	Iteration 22Q: 3 clusters Score -328217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -328219.468750 Penalty: 2848.723389
	Iteration 23Q: 3 clusters Score -328219.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -328222.093750 Penalty: 2848.723389
	Iteration 24Q: 3 clusters Score -328222.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -328223.968750 Penalty: 2848.723389
	Iteration 25Q: 3 clusters Score -328224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -328227.781250 Penalty: 2848.723389
	Iteration 26Q: 3 clusters Score -328227.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -328233.125000 Penalty: 2848.723389
	Iteration 27Q: 3 clusters Score -328233.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -328234.125000 Penalty: 2848.723389
	Iteration 28Q: 3 clusters Score -328234.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -328234.031250 Penalty: 2848.723389
	Iteration 29Q: 3 clusters Score -328234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -328234.031250 Penalty: 2848.723389
	Iteration 30F: 3 clusters Score -328234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Entering Unmasked Estep 
Score: -129601.937500 Penalty: 1266.256714
	Iteration 0F: 2 clusters Score -129601.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -127236.992188 Penalty: 2532.513428
	Iteration 0F: 3 clusters Score -127237 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -127743.617188 Penalty: 2532.513428
	Iteration 1F: 3 clusters Score -127743.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -127852.007812 Penalty: 2532.513428
	Iteration 2F: 3 clusters Score -127852 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -127932.242188 Penalty: 2532.513428
	Iteration 3Q: 3 clusters Score -127932.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -127973.796875 Penalty: 2532.513428
	Iteration 4Q: 3 clusters Score -127973.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -128003.078125 Penalty: 2532.513428
	Iteration 5Q: 3 clusters Score -128003.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -128019.289062 Penalty: 2532.513428
	Iteration 6Q: 3 clusters Score -128019.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -128035.460938 Penalty: 2532.513428
	Iteration 7Q: 3 clusters Score -128035.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -128047.773438 Penalty: 2532.513428
	Iteration 8Q: 3 clusters Score -128047.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -128055.351562 Penalty: 2532.513428
	Iteration 9Q: 3 clusters Score -128055.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -128064.085938 Penalty: 2532.513428
	Iteration 10Q: 3 clusters Score -128064.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -128071.867188 Penalty: 2532.513428
	Iteration 11Q: 3 clusters Score -128071.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -128077.585938 Penalty: 2532.513428
	Iteration 12Q: 3 clusters Score -128077.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -128082.671875 Penalty: 2532.513428
	Iteration 13Q: 3 clusters Score -128082.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -128085.632812 Penalty: 2532.513428
	Iteration 14Q: 3 clusters Score -128085.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -128087.335938 Penalty: 2532.513428
	Iteration 15Q: 3 clusters Score -128087.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -128089.476562 Penalty: 2532.513428
	Iteration 16Q: 3 clusters Score -128089.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -128092.875000 Penalty: 2532.513428
	Iteration 17Q: 3 clusters Score -128092.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -128094.804688 Penalty: 2532.513428
	Iteration 18Q: 3 clusters Score -128094.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -128096.921875 Penalty: 2532.513428
	Iteration 19Q: 3 clusters Score -128096.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -128098.523438 Penalty: 2532.513428
	Iteration 20F: 3 clusters Score -128098.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -128101.179688 Penalty: 2532.513428
	Iteration 21Q: 3 clusters Score -128101.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -128104.367188 Penalty: 2532.513428
	Iteration 22Q: 3 clusters Score -128104.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -128106.460938 Penalty: 2532.513428
	Iteration 23Q: 3 clusters Score -128106.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -128107.265625 Penalty: 2532.513428
	Iteration 24Q: 3 clusters Score -128107.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -128108.429688 Penalty: 2532.513428
	Iteration 25Q: 3 clusters Score -128108.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -128108.570312 Penalty: 2532.513428
	Iteration 26Q: 3 clusters Score -128108.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -128109.179688 Penalty: 2532.513428
	Iteration 27Q: 3 clusters Score -128109.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -128110.359375 Penalty: 2532.513428
	Iteration 28Q: 3 clusters Score -128110.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -128111.796875 Penalty: 2532.513428
	Iteration 29Q: 3 clusters Score -128111.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -128113.328125 Penalty: 2532.513428
	Iteration 30Q: 3 clusters Score -128113.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -128113.648438 Penalty: 2532.513428
	Iteration 31Q: 3 clusters Score -128113.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -128114.046875 Penalty: 2532.513428
	Iteration 32Q: 3 clusters Score -128114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -128114.265625 Penalty: 2532.513428
	Iteration 33Q: 3 clusters Score -128114.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -128114.265625 Penalty: 2532.513428
	Iteration 34F: 3 clusters Score -128114.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Entering Unmasked Estep 
Score: -93117.250000 Penalty: 1217.301758
	Iteration 0F: 2 clusters Score -93117.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -91142.789062 Penalty: 2434.603516
	Iteration 0F: 3 clusters Score -91142.79 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -91556.398438 Penalty: 2434.603516
	Iteration 1F: 3 clusters Score -91556.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -91665.726562 Penalty: 2434.603516
	Iteration 2F: 3 clusters Score -91665.73 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -91716.109375 Penalty: 2434.603516
	Iteration 3Q: 3 clusters Score -91716.11 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -91738.750000 Penalty: 2434.603516
	Iteration 4Q: 3 clusters Score -91738.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -91757.101562 Penalty: 2434.603516
	Iteration 5Q: 3 clusters Score -91757.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -91771.671875 Penalty: 2434.603516
	Iteration 6Q: 3 clusters Score -91771.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -91778.640625 Penalty: 2434.603516
	Iteration 7Q: 3 clusters Score -91778.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -91782.554688 Penalty: 2434.603516
	Iteration 8Q: 3 clusters Score -91782.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -91783.859375 Penalty: 2434.603516
	Iteration 9Q: 3 clusters Score -91783.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -91785.007812 Penalty: 2434.603516
	Iteration 10Q: 3 clusters Score -91785.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -91785.617188 Penalty: 2434.603516
	Iteration 11Q: 3 clusters Score -91785.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -91786.367188 Penalty: 2434.603516
	Iteration 12Q: 3 clusters Score -91786.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -91786.367188 Penalty: 2434.603516
	Iteration 13F: 3 clusters Score -91786.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (316997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316997 members 
Entering Unmasked Estep 
Score: -16158782.000000 Penalty: 2058.330322
	Iteration 0F: 2 clusters Score -1.615878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158376 members 
Mstep: Class 2 contains 158621 members 
Entering Unmasked Estep 
Score: -15944806.000000 Penalty: 4116.660645
	Iteration 0F: 3 clusters Score -1.594481e+07 nChanged 154549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158319 members 
Mstep: Class 2 contains 158678 members 
Entering Unmasked Estep 
Score: -16036808.000000 Penalty: 4116.660645
	Iteration 1F: 3 clusters Score -1.603681e+07 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157907 members 
Mstep: Class 2 contains 159090 members 
Entering Unmasked Estep 
Score: -16037990.000000 Penalty: 4116.660645
	Iteration 2Q: 3 clusters Score -1.603799e+07 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157151 members 
Mstep: Class 2 contains 159846 members 
Entering Unmasked Estep 
Score: -16039204.000000 Penalty: 4116.660645
	Iteration 3Q: 3 clusters Score -1.60392e+07 nChanged 8085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155902 members 
Mstep: Class 2 contains 161095 members 
Entering Unmasked Estep 
Score: -16041127.000000 Penalty: 4116.660645
	Iteration 4Q: 3 clusters Score -1.604113e+07 nChanged 9230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153892 members 
Mstep: Class 2 contains 163105 members 
Entering Unmasked Estep 
Score: -16043665.000000 Penalty: 4116.660645
	Iteration 5Q: 3 clusters Score -1.604366e+07 nChanged 10959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150851 members 
Mstep: Class 2 contains 166146 members 
Entering Unmasked Estep 
Score: -16047337.000000 Penalty: 4116.660645
	Iteration 6Q: 3 clusters Score -1.604734e+07 nChanged 13190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146701 members 
Mstep: Class 2 contains 170296 members 
Entering Unmasked Estep 
Score: -16053198.000000 Penalty: 4116.660645
	Iteration 7Q: 3 clusters Score -1.60532e+07 nChanged 16118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140995 members 
Mstep: Class 2 contains 176002 members 
Entering Unmasked Estep 
Score: -16062754.000000 Penalty: 4116.660645
	Iteration 8F: 3 clusters Score -1.606275e+07 nChanged 19060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134621 members 
Mstep: Class 2 contains 182376 members 
Entering Unmasked Estep 
Score: -16076210.000000 Penalty: 4116.660645
	Iteration 9F: 3 clusters Score -1.607621e+07 nChanged 20131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128886 members 
Mstep: Class 2 contains 188111 members 
Entering Unmasked Estep 
Score: -16090818.000000 Penalty: 4116.660645
	Iteration 10F: 3 clusters Score -1.609082e+07 nChanged 18178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124480 members 
Mstep: Class 2 contains 192517 members 
Entering Unmasked Estep 
Score: -16100955.000000 Penalty: 4116.660645
	Iteration 11F: 3 clusters Score -1.610096e+07 nChanged 12655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121299 members 
Mstep: Class 2 contains 195698 members 
Entering Unmasked Estep 
Score: -16105153.000000 Penalty: 4116.660645
	Iteration 12Q: 3 clusters Score -1.610515e+07 nChanged 7464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118355 members 
Mstep: Class 2 contains 198642 members 
Entering Unmasked Estep 
Score: -16106715.000000 Penalty: 4116.660645
	Iteration 13Q: 3 clusters Score -1.610672e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115255 members 
Mstep: Class 2 contains 201742 members 
Entering Unmasked Estep 
Score: -16107586.000000 Penalty: 4116.660645
	Iteration 14Q: 3 clusters Score -1.610759e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111965 members 
Mstep: Class 2 contains 205032 members 
Entering Unmasked Estep 
Score: -16108379.000000 Penalty: 4116.660645
	Iteration 15Q: 3 clusters Score -1.610838e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108432 members 
Mstep: Class 2 contains 208565 members 
Entering Unmasked Estep 
Score: -16109282.000000 Penalty: 4116.660645
	Iteration 16Q: 3 clusters Score -1.610928e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104566 members 
Mstep: Class 2 contains 212431 members 
Entering Unmasked Estep 
Score: -16110316.000000 Penalty: 4116.660645
	Iteration 17Q: 3 clusters Score -1.611032e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100580 members 
Mstep: Class 2 contains 216417 members 
Entering Unmasked Estep 
Score: -16111324.000000 Penalty: 4116.660645
	Iteration 18Q: 3 clusters Score -1.611132e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96378 members 
Mstep: Class 2 contains 220619 members 
Entering Unmasked Estep 
Score: -16112482.000000 Penalty: 4116.660645
	Iteration 19Q: 3 clusters Score -1.611248e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91783 members 
Mstep: Class 2 contains 225214 members 
Entering Unmasked Estep 
Score: -16113896.000000 Penalty: 4116.660645
	Iteration 20F: 3 clusters Score -1.61139e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86957 members 
Mstep: Class 2 contains 230040 members 
Entering Unmasked Estep 
Score: -16115506.000000 Penalty: 4116.660645
	Iteration 21Q: 3 clusters Score -1.611551e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81940 members 
Mstep: Class 2 contains 235057 members 
Entering Unmasked Estep 
Score: -16117254.000000 Penalty: 4116.660645
	Iteration 22Q: 3 clusters Score -1.611725e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76872 members 
Mstep: Class 2 contains 240125 members 
Entering Unmasked Estep 
Score: -16118886.000000 Penalty: 4116.660645
	Iteration 23Q: 3 clusters Score -1.611889e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71727 members 
Mstep: Class 2 contains 245270 members 
Entering Unmasked Estep 
Score: -16120705.000000 Penalty: 4116.660645
	Iteration 24Q: 3 clusters Score -1.61207e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66390 members 
Mstep: Class 2 contains 250607 members 
Entering Unmasked Estep 
Score: -16122744.000000 Penalty: 4116.660645
	Iteration 25Q: 3 clusters Score -1.612274e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60887 members 
Mstep: Class 2 contains 256110 members 
Entering Unmasked Estep 
Score: -16124874.000000 Penalty: 4116.660645
	Iteration 26Q: 3 clusters Score -1.612487e+07 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55416 members 
Mstep: Class 2 contains 261581 members 
Entering Unmasked Estep 
Score: -16127183.000000 Penalty: 4116.660645
	Iteration 27Q: 3 clusters Score -1.612718e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49961 members 
Mstep: Class 2 contains 267036 members 
Entering Unmasked Estep 
Score: -16129562.000000 Penalty: 4116.660645
	Iteration 28Q: 3 clusters Score -1.612956e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 272435 members 
Entering Unmasked Estep 
Score: -16131999.000000 Penalty: 4116.660645
	Iteration 29Q: 3 clusters Score -1.6132e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 277703 members 
Entering Unmasked Estep 
Score: -16134482.000000 Penalty: 4116.660645
	Iteration 30Q: 3 clusters Score -1.613448e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 282758 members 
Entering Unmasked Estep 
Score: -16137029.000000 Penalty: 4116.660645
	Iteration 31Q: 3 clusters Score -1.613703e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29361 members 
Mstep: Class 2 contains 287636 members 
Entering Unmasked Estep 
Score: -16139434.000000 Penalty: 4116.660645
	Iteration 32Q: 3 clusters Score -1.613943e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 292176 members 
Entering Unmasked Estep 
Score: -16141767.000000 Penalty: 4116.660645
	Iteration 33Q: 3 clusters Score -1.614177e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 296488 members 
Entering Unmasked Estep 
Score: -16144223.000000 Penalty: 4116.660645
	Iteration 34Q: 3 clusters Score -1.614422e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 300393 members 
Entering Unmasked Estep 
Score: -16146521.000000 Penalty: 4116.660645
	Iteration 35Q: 3 clusters Score -1.614652e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 303861 members 
Entering Unmasked Estep 
Score: -16148617.000000 Penalty: 4116.660645
	Iteration 36Q: 3 clusters Score -1.614862e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 306941 members 
Entering Unmasked Estep 
Score: -16150631.000000 Penalty: 4116.660645
	Iteration 37Q: 3 clusters Score -1.615063e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 309631 members 
Entering Unmasked Estep 
Score: -16152361.000000 Penalty: 4116.660645
	Iteration 38Q: 3 clusters Score -1.615236e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 311836 members 
Entering Unmasked Estep 
Score: -16153904.000000 Penalty: 4116.660645
	Iteration 39Q: 3 clusters Score -1.61539e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 313519 members 
Entering Unmasked Estep 
Score: -16154939.000000 Penalty: 4116.660645
	Iteration 40F: 3 clusters Score -1.615494e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 314669 members 
Entering Unmasked Estep 
Score: -16155708.000000 Penalty: 4116.660645
	Iteration 41Q: 3 clusters Score -1.615571e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 315401 members 
Entering Unmasked Estep 
Score: -16156145.000000 Penalty: 4116.660645
	Iteration 42Q: 3 clusters Score -1.615614e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 315842 members 
Entering Unmasked Estep 
Score: -16156450.000000 Penalty: 4116.660645
	Iteration 43Q: 3 clusters Score -1.615645e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 316081 members 
Entering Unmasked Estep 
Score: -16156602.000000 Penalty: 4116.660645
	Iteration 44Q: 3 clusters Score -1.61566e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 316235 members 
Entering Unmasked Estep 
Score: -16156730.000000 Penalty: 4116.660645
	Iteration 45Q: 3 clusters Score -1.615673e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 316342 members 
Entering Unmasked Estep 
Score: -16156807.000000 Penalty: 4116.660645
	Iteration 46Q: 3 clusters Score -1.615681e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 316402 members 
Entering Unmasked Estep 
Score: -16156874.000000 Penalty: 4116.660645
	Iteration 47Q: 3 clusters Score -1.615687e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 316452 members 
Entering Unmasked Estep 
Score: -16156915.000000 Penalty: 4116.660645
	Iteration 48Q: 3 clusters Score -1.615692e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 316490 members 
Entering Unmasked Estep 
Score: -16156933.000000 Penalty: 4116.660645
	Iteration 49Q: 3 clusters Score -1.615693e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 316520 members 
Entering Unmasked Estep 
Score: -16156943.000000 Penalty: 4116.660645
	Iteration 50Q: 3 clusters Score -1.615694e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 316538 members 
Entering Unmasked Estep 
Score: -16156961.000000 Penalty: 4116.660645
	Iteration 51Q: 3 clusters Score -1.615696e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 316543 members 
Entering Unmasked Estep 
Score: -16156967.000000 Penalty: 4116.660645
	Iteration 52Q: 3 clusters Score -1.615697e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 316550 members 
Entering Unmasked Estep 
Score: -16156966.000000 Penalty: 4116.660645
	Iteration 53Q: 3 clusters Score -1.615697e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 316557 members 
Entering Unmasked Estep 
Score: -16156969.000000 Penalty: 4116.660645
	Iteration 54Q: 3 clusters Score -1.615697e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 316562 members 
Entering Unmasked Estep 
Score: -16156979.000000 Penalty: 4116.660645
	Iteration 55Q: 3 clusters Score -1.615698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 316565 members 
Entering Unmasked Estep 
Score: -16156976.000000 Penalty: 4116.660645
	Iteration 56Q: 3 clusters Score -1.615698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 316566 members 
Entering Unmasked Estep 
Score: -16156985.000000 Penalty: 4116.660645
	Iteration 57Q: 3 clusters Score -1.615698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 316565 members 
Entering Unmasked Estep 
Score: -16156983.000000 Penalty: 4116.660645
	Iteration 58Q: 3 clusters Score -1.615698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 316566 members 
Entering Unmasked Estep 
Score: -16156978.000000 Penalty: 4116.660645
	Iteration 59Q: 3 clusters Score -1.615698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 316567 members 
Entering Unmasked Estep 
Score: -16156980.000000 Penalty: 4116.660645
	Iteration 60F: 3 clusters Score -1.615698e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Entering Unmasked Estep 
Score: -654968.937500 Penalty: 1529.113403
	Iteration 0F: 2 clusters Score -654968.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -646300.375000 Penalty: 3058.226807
	Iteration 0F: 3 clusters Score -646300.4 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -649231.375000 Penalty: 3058.226807
	Iteration 1F: 3 clusters Score -649231.4 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -649463.000000 Penalty: 3058.226807
	Iteration 2F: 3 clusters Score -649463 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -649658.125000 Penalty: 3058.226807
	Iteration 3Q: 3 clusters Score -649658.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -649879.875000 Penalty: 3058.226807
	Iteration 4Q: 3 clusters Score -649879.9 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -650165.187500 Penalty: 3058.226807
	Iteration 5Q: 3 clusters Score -650165.2 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -650562.437500 Penalty: 3058.226807
	Iteration 6F: 3 clusters Score -650562.4 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -651092.312500 Penalty: 3058.226807
	Iteration 7F: 3 clusters Score -651092.3 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -651710.875000 Penalty: 3058.226807
	Iteration 8F: 3 clusters Score -651710.9 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -652357.437500 Penalty: 3058.226807
	Iteration 9F: 3 clusters Score -652357.4 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -652902.187500 Penalty: 3058.226807
	Iteration 10Q: 3 clusters Score -652902.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -653226.437500 Penalty: 3058.226807
	Iteration 11Q: 3 clusters Score -653226.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -653406.375000 Penalty: 3058.226807
	Iteration 12Q: 3 clusters Score -653406.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -653502.750000 Penalty: 3058.226807
	Iteration 13Q: 3 clusters Score -653502.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -653560.250000 Penalty: 3058.226807
	Iteration 14Q: 3 clusters Score -653560.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -653596.187500 Penalty: 3058.226807
	Iteration 15Q: 3 clusters Score -653596.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -653617.000000 Penalty: 3058.226807
	Iteration 16Q: 3 clusters Score -653617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -653638.125000 Penalty: 3058.226807
	Iteration 17Q: 3 clusters Score -653638.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -653647.187500 Penalty: 3058.226807
	Iteration 18Q: 3 clusters Score -653647.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -653659.562500 Penalty: 3058.226807
	Iteration 19Q: 3 clusters Score -653659.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -653664.000000 Penalty: 3058.226807
	Iteration 20F: 3 clusters Score -653664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -653666.437500 Penalty: 3058.226807
	Iteration 21Q: 3 clusters Score -653666.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -653673.750000 Penalty: 3058.226807
	Iteration 22Q: 3 clusters Score -653673.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -653674.375000 Penalty: 3058.226807
	Iteration 23Q: 3 clusters Score -653674.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -653674.375000 Penalty: 3058.226807
	Iteration 24F: 3 clusters Score -653674.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Entering Unmasked Estep 
Score: -367137.062500 Penalty: 1440.383423
	Iteration 0F: 2 clusters Score -367137.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -361791.781250 Penalty: 2880.766846
	Iteration 0F: 3 clusters Score -361791.8 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -363442.781250 Penalty: 2880.766846
	Iteration 1F: 3 clusters Score -363442.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -363668.343750 Penalty: 2880.766846
	Iteration 2F: 3 clusters Score -363668.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -363866.062500 Penalty: 2880.766846
	Iteration 3F: 3 clusters Score -363866.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -364056.031250 Penalty: 2880.766846
	Iteration 4F: 3 clusters Score -364056 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -364285.375000 Penalty: 2880.766846
	Iteration 5F: 3 clusters Score -364285.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -364530.531250 Penalty: 2880.766846
	Iteration 6F: 3 clusters Score -364530.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -364793.000000 Penalty: 2880.766846
	Iteration 7F: 3 clusters Score -364793 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -365072.500000 Penalty: 2880.766846
	Iteration 8Q: 3 clusters Score -365072.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -365345.406250 Penalty: 2880.766846
	Iteration 9Q: 3 clusters Score -365345.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -365555.875000 Penalty: 2880.766846
	Iteration 10Q: 3 clusters Score -365555.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -365672.875000 Penalty: 2880.766846
	Iteration 11Q: 3 clusters Score -365672.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -365751.125000 Penalty: 2880.766846
	Iteration 12Q: 3 clusters Score -365751.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -365801.218750 Penalty: 2880.766846
	Iteration 13Q: 3 clusters Score -365801.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -365835.875000 Penalty: 2880.766846
	Iteration 14Q: 3 clusters Score -365835.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -365845.156250 Penalty: 2880.766846
	Iteration 15Q: 3 clusters Score -365845.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -365855.875000 Penalty: 2880.766846
	Iteration 16Q: 3 clusters Score -365855.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -365864.375000 Penalty: 2880.766846
	Iteration 17Q: 3 clusters Score -365864.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -365869.906250 Penalty: 2880.766846
	Iteration 18Q: 3 clusters Score -365869.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -365874.718750 Penalty: 2880.766846
	Iteration 19Q: 3 clusters Score -365874.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -365876.406250 Penalty: 2880.766846
	Iteration 20F: 3 clusters Score -365876.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -365877.843750 Penalty: 2880.766846
	Iteration 21Q: 3 clusters Score -365877.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -365877.843750 Penalty: 2880.766846
	Iteration 22F: 3 clusters Score -365877.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Entering Unmasked Estep 
Score: -474192.468750 Penalty: 1476.681152
	Iteration 0F: 2 clusters Score -474192.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -467756.468750 Penalty: 2953.362305
	Iteration 0F: 3 clusters Score -467756.5 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -469797.250000 Penalty: 2953.362305
	Iteration 1F: 3 clusters Score -469797.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -469981.281250 Penalty: 2953.362305
	Iteration 2F: 3 clusters Score -469981.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -470106.937500 Penalty: 2953.362305
	Iteration 3Q: 3 clusters Score -470106.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -470215.187500 Penalty: 2953.362305
	Iteration 4Q: 3 clusters Score -470215.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -470340.968750 Penalty: 2953.362305
	Iteration 5Q: 3 clusters Score -470341 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -470491.406250 Penalty: 2953.362305
	Iteration 6Q: 3 clusters Score -470491.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -470648.750000 Penalty: 2953.362305
	Iteration 7Q: 3 clusters Score -470648.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -470836.125000 Penalty: 2953.362305
	Iteration 8Q: 3 clusters Score -470836.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -471057.656250 Penalty: 2953.362305
	Iteration 9Q: 3 clusters Score -471057.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -471310.968750 Penalty: 2953.362305
	Iteration 10Q: 3 clusters Score -471311 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -471612.281250 Penalty: 2953.362305
	Iteration 11F: 3 clusters Score -471612.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -471896.500000 Penalty: 2953.362305
	Iteration 12Q: 3 clusters Score -471896.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -472130.375000 Penalty: 2953.362305
	Iteration 13Q: 3 clusters Score -472130.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -472299.781250 Penalty: 2953.362305
	Iteration 14Q: 3 clusters Score -472299.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -472416.343750 Penalty: 2953.362305
	Iteration 15Q: 3 clusters Score -472416.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -472494.000000 Penalty: 2953.362305
	Iteration 16Q: 3 clusters Score -472494 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -472554.093750 Penalty: 2953.362305
	Iteration 17Q: 3 clusters Score -472554.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -472592.687500 Penalty: 2953.362305
	Iteration 18Q: 3 clusters Score -472592.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -472625.031250 Penalty: 2953.362305
	Iteration 19Q: 3 clusters Score -472625 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -472659.625000 Penalty: 2953.362305
	Iteration 20F: 3 clusters Score -472659.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -472691.281250 Penalty: 2953.362305
	Iteration 21Q: 3 clusters Score -472691.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -472725.187500 Penalty: 2953.362305
	Iteration 22Q: 3 clusters Score -472725.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -472760.968750 Penalty: 2953.362305
	Iteration 23Q: 3 clusters Score -472761 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -472795.593750 Penalty: 2953.362305
	Iteration 24Q: 3 clusters Score -472795.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -472819.218750 Penalty: 2953.362305
	Iteration 25Q: 3 clusters Score -472819.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -472839.031250 Penalty: 2953.362305
	Iteration 26Q: 3 clusters Score -472839 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -472853.593750 Penalty: 2953.362305
	Iteration 27Q: 3 clusters Score -472853.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -472868.281250 Penalty: 2953.362305
	Iteration 28Q: 3 clusters Score -472868.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -472885.500000 Penalty: 2953.362305
	Iteration 29Q: 3 clusters Score -472885.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -472903.250000 Penalty: 2953.362305
	Iteration 30Q: 3 clusters Score -472903.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -472914.937500 Penalty: 2953.362305
	Iteration 31Q: 3 clusters Score -472914.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -472923.093750 Penalty: 2953.362305
	Iteration 32Q: 3 clusters Score -472923.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -472929.750000 Penalty: 2953.362305
	Iteration 33Q: 3 clusters Score -472929.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -472932.812500 Penalty: 2953.362305
	Iteration 34Q: 3 clusters Score -472932.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -472937.781250 Penalty: 2953.362305
	Iteration 35Q: 3 clusters Score -472937.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -472941.000000 Penalty: 2953.362305
	Iteration 36Q: 3 clusters Score -472941 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -472945.718750 Penalty: 2953.362305
	Iteration 37Q: 3 clusters Score -472945.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -472952.437500 Penalty: 2953.362305
	Iteration 38Q: 3 clusters Score -472952.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -472957.593750 Penalty: 2953.362305
	Iteration 39Q: 3 clusters Score -472957.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -472962.000000 Penalty: 2953.362305
	Iteration 40F: 3 clusters Score -472962 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -472968.625000 Penalty: 2953.362305
	Iteration 41Q: 3 clusters Score -472968.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -472972.718750 Penalty: 2953.362305
	Iteration 42Q: 3 clusters Score -472972.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -472977.156250 Penalty: 2953.362305
	Iteration 43Q: 3 clusters Score -472977.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -472983.406250 Penalty: 2953.362305
	Iteration 44Q: 3 clusters Score -472983.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -472991.125000 Penalty: 2953.362305
	Iteration 45Q: 3 clusters Score -472991.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -472999.312500 Penalty: 2953.362305
	Iteration 46Q: 3 clusters Score -472999.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -473003.718750 Penalty: 2953.362305
	Iteration 47Q: 3 clusters Score -473003.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -473009.500000 Penalty: 2953.362305
	Iteration 48Q: 3 clusters Score -473009.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -473013.406250 Penalty: 2953.362305
	Iteration 49Q: 3 clusters Score -473013.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -473016.031250 Penalty: 2953.362305
	Iteration 50Q: 3 clusters Score -473016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -473018.406250 Penalty: 2953.362305
	Iteration 51Q: 3 clusters Score -473018.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -473024.750000 Penalty: 2953.362305
	Iteration 52Q: 3 clusters Score -473024.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -473032.593750 Penalty: 2953.362305
	Iteration 53Q: 3 clusters Score -473032.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -473037.718750 Penalty: 2953.362305
	Iteration 54Q: 3 clusters Score -473037.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -473044.343750 Penalty: 2953.362305
	Iteration 55Q: 3 clusters Score -473044.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -473047.937500 Penalty: 2953.362305
	Iteration 56Q: 3 clusters Score -473047.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -473052.187500 Penalty: 2953.362305
	Iteration 57Q: 3 clusters Score -473052.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -473056.656250 Penalty: 2953.362305
	Iteration 58Q: 3 clusters Score -473056.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -473063.031250 Penalty: 2953.362305
	Iteration 59Q: 3 clusters Score -473063 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -473066.156250 Penalty: 2953.362305
	Iteration 60F: 3 clusters Score -473066.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -473073.687500 Penalty: 2953.362305
	Iteration 61Q: 3 clusters Score -473073.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -473079.875000 Penalty: 2953.362305
	Iteration 62Q: 3 clusters Score -473079.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -473086.531250 Penalty: 2953.362305
	Iteration 63Q: 3 clusters Score -473086.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -473092.250000 Penalty: 2953.362305
	Iteration 64Q: 3 clusters Score -473092.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -473097.250000 Penalty: 2953.362305
	Iteration 65Q: 3 clusters Score -473097.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -473100.250000 Penalty: 2953.362305
	Iteration 66Q: 3 clusters Score -473100.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -473104.343750 Penalty: 2953.362305
	Iteration 67Q: 3 clusters Score -473104.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -473106.375000 Penalty: 2953.362305
	Iteration 68Q: 3 clusters Score -473106.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -473107.281250 Penalty: 2953.362305
	Iteration 69Q: 3 clusters Score -473107.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -473109.531250 Penalty: 2953.362305
	Iteration 70Q: 3 clusters Score -473109.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -473110.687500 Penalty: 2953.362305
	Iteration 71Q: 3 clusters Score -473110.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -473112.437500 Penalty: 2953.362305
	Iteration 72Q: 3 clusters Score -473112.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -473113.750000 Penalty: 2953.362305
	Iteration 73Q: 3 clusters Score -473113.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -473115.093750 Penalty: 2953.362305
	Iteration 74Q: 3 clusters Score -473115.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -473116.250000 Penalty: 2953.362305
	Iteration 75Q: 3 clusters Score -473116.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -473117.843750 Penalty: 2953.362305
	Iteration 76Q: 3 clusters Score -473117.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -473117.218750 Penalty: 2953.362305
	Iteration 77Q: 3 clusters Score -473117.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -473117.968750 Penalty: 2953.362305
	Iteration 78Q: 3 clusters Score -473118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -473120.281250 Penalty: 2953.362305
	Iteration 79Q: 3 clusters Score -473120.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -473119.593750 Penalty: 2953.362305
	Iteration 80F: 3 clusters Score -473119.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -473121.375000 Penalty: 2953.362305
	Iteration 81Q: 3 clusters Score -473121.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -473123.156250 Penalty: 2953.362305
	Iteration 82Q: 3 clusters Score -473123.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -473122.468750 Penalty: 2953.362305
	Iteration 83Q: 3 clusters Score -473122.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -473122.437500 Penalty: 2953.362305
	Iteration 84Q: 3 clusters Score -473122.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -473123.125000 Penalty: 2953.362305
	Iteration 85Q: 3 clusters Score -473123.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -473123.031250 Penalty: 2953.362305
	Iteration 86Q: 3 clusters Score -473123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -473123.031250 Penalty: 2953.362305
	Iteration 87Q: 3 clusters Score -473123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -473123.031250 Penalty: 2953.362305
	Iteration 88F: 3 clusters Score -473123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Entering Unmasked Estep 
Score: -270454.031250 Penalty: 1402.575806
	Iteration 0F: 2 clusters Score -270454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -266117.812500 Penalty: 2805.151611
	Iteration 0F: 3 clusters Score -266117.8 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -267382.031250 Penalty: 2805.151611
	Iteration 1F: 3 clusters Score -267382 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -267732.593750 Penalty: 2805.151611
	Iteration 2F: 3 clusters Score -267732.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -268100.875000 Penalty: 2805.151611
	Iteration 3F: 3 clusters Score -268100.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -268438.656250 Penalty: 2805.151611
	Iteration 4F: 3 clusters Score -268438.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -268689.062500 Penalty: 2805.151611
	Iteration 5F: 3 clusters Score -268689.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -268864.687500 Penalty: 2805.151611
	Iteration 6F: 3 clusters Score -268864.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -269002.093750 Penalty: 2805.151611
	Iteration 7Q: 3 clusters Score -269002.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -269098.750000 Penalty: 2805.151611
	Iteration 8Q: 3 clusters Score -269098.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -269177.218750 Penalty: 2805.151611
	Iteration 9Q: 3 clusters Score -269177.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -269249.312500 Penalty: 2805.151611
	Iteration 10Q: 3 clusters Score -269249.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -269320.187500 Penalty: 2805.151611
	Iteration 11Q: 3 clusters Score -269320.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -269381.562500 Penalty: 2805.151611
	Iteration 12Q: 3 clusters Score -269381.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -269433.656250 Penalty: 2805.151611
	Iteration 13Q: 3 clusters Score -269433.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -269473.187500 Penalty: 2805.151611
	Iteration 14Q: 3 clusters Score -269473.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -269510.406250 Penalty: 2805.151611
	Iteration 15Q: 3 clusters Score -269510.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -269542.781250 Penalty: 2805.151611
	Iteration 16Q: 3 clusters Score -269542.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -269569.343750 Penalty: 2805.151611
	Iteration 17Q: 3 clusters Score -269569.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -269592.718750 Penalty: 2805.151611
	Iteration 18Q: 3 clusters Score -269592.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -269621.812500 Penalty: 2805.151611
	Iteration 19Q: 3 clusters Score -269621.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -269641.281250 Penalty: 2805.151611
	Iteration 20F: 3 clusters Score -269641.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -269658.750000 Penalty: 2805.151611
	Iteration 21Q: 3 clusters Score -269658.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -269665.968750 Penalty: 2805.151611
	Iteration 22Q: 3 clusters Score -269666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -269673.500000 Penalty: 2805.151611
	Iteration 23Q: 3 clusters Score -269673.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -269682.312500 Penalty: 2805.151611
	Iteration 24Q: 3 clusters Score -269682.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -269695.125000 Penalty: 2805.151611
	Iteration 25Q: 3 clusters Score -269695.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -269704.031250 Penalty: 2805.151611
	Iteration 26Q: 3 clusters Score -269704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -269708.906250 Penalty: 2805.151611
	Iteration 27Q: 3 clusters Score -269708.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -269712.875000 Penalty: 2805.151611
	Iteration 28Q: 3 clusters Score -269712.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -269716.906250 Penalty: 2805.151611
	Iteration 29Q: 3 clusters Score -269716.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -269720.250000 Penalty: 2805.151611
	Iteration 30Q: 3 clusters Score -269720.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -269723.437500 Penalty: 2805.151611
	Iteration 31Q: 3 clusters Score -269723.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -269726.562500 Penalty: 2805.151611
	Iteration 32Q: 3 clusters Score -269726.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -269728.375000 Penalty: 2805.151611
	Iteration 33Q: 3 clusters Score -269728.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -269732.000000 Penalty: 2805.151611
	Iteration 34Q: 3 clusters Score -269732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -269733.187500 Penalty: 2805.151611
	Iteration 35Q: 3 clusters Score -269733.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -269733.406250 Penalty: 2805.151611
	Iteration 36Q: 3 clusters Score -269733.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -269734.218750 Penalty: 2805.151611
	Iteration 37Q: 3 clusters Score -269734.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -269734.937500 Penalty: 2805.151611
	Iteration 38Q: 3 clusters Score -269734.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -269734.937500 Penalty: 2805.151611
	Iteration 39F: 3 clusters Score -269734.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55766 members 
Mstep: Class 4 contains 3280 members 
Mstep: Class 5 contains 5442 members 
Mstep: Class 6 contains 15362 members 
Mstep: Class 7 contains 9249 members 
Mstep: Class 8 contains 6454 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 14 contains 2422 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 316997 members 
Mstep: Class 17 contains 12209 members 
Mstep: Class 18 contains 7072 members 
Mstep: Class 20 contains 8842 members 
Mstep: Class 21 contains 5604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154672.000000 Penalty: 33916.507812
Iteration 159Q: 17 clusters Score -2.315467e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55754 members 
Mstep: Class 4 contains 3282 members 
Mstep: Class 5 contains 5451 members 
Mstep: Class 6 contains 15356 members 
Mstep: Class 7 contains 9247 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 6407 members 
Mstep: Class 14 contains 2422 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317011 members 
Mstep: Class 17 contains 12206 members 
Mstep: Class 18 contains 7068 members 
Mstep: Class 20 contains 8848 members 
Mstep: Class 21 contains 5602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154706.000000 Penalty: 33916.507812
Iteration 160F: 17 clusters Score -2.315471e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55747 members 
Mstep: Class 4 contains 3282 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 15352 members 
Mstep: Class 7 contains 9246 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 6406 members 
Mstep: Class 14 contains 2422 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317020 members 
Mstep: Class 17 contains 12207 members 
Mstep: Class 18 contains 7063 members 
Mstep: Class 20 contains 8857 members 
Mstep: Class 21 contains 5599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154652.000000 Penalty: 33916.507812
Iteration 161Q: 17 clusters Score -2.315465e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55738 members 
Mstep: Class 4 contains 3282 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 15350 members 
Mstep: Class 7 contains 9241 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 6405 members 
Mstep: Class 14 contains 2422 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317022 members 
Mstep: Class 17 contains 12208 members 
Mstep: Class 18 contains 7061 members 
Mstep: Class 20 contains 8867 members 
Mstep: Class 21 contains 5596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154644.000000 Penalty: 33916.507812
Iteration 162Q: 17 clusters Score -2.315464e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55732 members 
Mstep: Class 4 contains 3282 members 
Mstep: Class 5 contains 5469 members 
Mstep: Class 6 contains 15349 members 
Mstep: Class 7 contains 9230 members 
Mstep: Class 8 contains 6452 members 
Mstep: Class 9 contains 6405 members 
Mstep: Class 14 contains 2422 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317032 members 
Mstep: Class 17 contains 12209 members 
Mstep: Class 18 contains 7060 members 
Mstep: Class 20 contains 8872 members 
Mstep: Class 21 contains 5593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154678.000000 Penalty: 33916.507812
Iteration 163Q: 17 clusters Score -2.315468e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55728 members 
Mstep: Class 4 contains 3282 members 
Mstep: Class 5 contains 5479 members 
Mstep: Class 6 contains 15344 members 
Mstep: Class 7 contains 9224 members 
Mstep: Class 8 contains 6452 members 
Mstep: Class 9 contains 6405 members 
Mstep: Class 14 contains 2422 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317043 members 
Mstep: Class 17 contains 12208 members 
Mstep: Class 18 contains 7055 members 
Mstep: Class 20 contains 8875 members 
Mstep: Class 21 contains 5590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154674.000000 Penalty: 33916.507812
Iteration 164Q: 17 clusters Score -2.315467e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55721 members 
Mstep: Class 4 contains 3282 members 
Mstep: Class 5 contains 5488 members 
Mstep: Class 6 contains 15343 members 
Mstep: Class 7 contains 9217 members 
Mstep: Class 8 contains 6452 members 
Mstep: Class 9 contains 6405 members 
Mstep: Class 14 contains 2422 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317052 members 
Mstep: Class 17 contains 12208 members 
Mstep: Class 18 contains 7051 members 
Mstep: Class 20 contains 8878 members 
Mstep: Class 21 contains 5587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154694.000000 Penalty: 33916.507812
Iteration 165Q: 17 clusters Score -2.315469e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 55719 members 
Mstep: Class 4 contains 3282 members 
Mstep: Class 5 contains 5493 members 
Mstep: Class 6 contains 15343 members 
Mstep: Class 7 contains 9214 members 
Mstep: Class 8 contains 6452 members 
Mstep: Class 9 contains 6405 members 
Mstep: Class 14 contains 2422 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317061 members 
Mstep: Class 17 contains 12206 members 
Mstep: Class 18 contains 7047 members 
Mstep: Class 20 contains 8882 members 
Mstep: Class 21 contains 5582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154690.000000 Penalty: 33916.507812
Iteration 166Q: 17 clusters Score -2.315469e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55717 members 
Mstep: Class 4 contains 3282 members 
Mstep: Class 5 contains 5503 members 
Mstep: Class 6 contains 15343 members 
Mstep: Class 7 contains 9211 members 
Mstep: Class 8 contains 6452 members 
Mstep: Class 9 contains 6405 members 
Mstep: Class 14 contains 2422 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317062 members 
Mstep: Class 17 contains 12205 members 
Mstep: Class 18 contains 7044 members 
Mstep: Class 20 contains 8883 members 
Mstep: Class 21 contains 5580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154678.000000 Penalty: 33916.507812
Iteration 167Q: 17 clusters Score -2.315468e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55715 members 
Mstep: Class 4 contains 3283 members 
Mstep: Class 5 contains 5508 members 
Mstep: Class 6 contains 15343 members 
Mstep: Class 7 contains 9207 members 
Mstep: Class 8 contains 6452 members 
Mstep: Class 9 contains 6405 members 
Mstep: Class 14 contains 2421 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317071 members 
Mstep: Class 17 contains 12204 members 
Mstep: Class 18 contains 7041 members 
Mstep: Class 20 contains 8883 members 
Mstep: Class 21 contains 5577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154666.000000 Penalty: 33916.507812
Iteration 168Q: 17 clusters Score -2.315467e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55712 members 
Mstep: Class 4 contains 3281 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 15344 members 
Mstep: Class 7 contains 9205 members 
Mstep: Class 8 contains 6452 members 
Mstep: Class 9 contains 6405 members 
Mstep: Class 14 contains 2421 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317073 members 
Mstep: Class 17 contains 12205 members 
Mstep: Class 18 contains 7039 members 
Mstep: Class 20 contains 8883 members 
Mstep: Class 21 contains 5576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154642.000000 Penalty: 33916.507812
Iteration 169Q: 17 clusters Score -2.315464e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55711 members 
Mstep: Class 4 contains 3281 members 
Mstep: Class 5 contains 5519 members 
Mstep: Class 6 contains 15343 members 
Mstep: Class 7 contains 9200 members 
Mstep: Class 8 contains 6452 members 
Mstep: Class 9 contains 6405 members 
Mstep: Class 14 contains 2421 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317078 members 
Mstep: Class 17 contains 12204 members 
Mstep: Class 18 contains 7037 members 
Mstep: Class 20 contains 8885 members 
Mstep: Class 21 contains 5576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154654.000000 Penalty: 33916.507812
Iteration 170Q: 17 clusters Score -2.315465e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55711 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 5522 members 
Mstep: Class 6 contains 15342 members 
Mstep: Class 7 contains 9196 members 
Mstep: Class 8 contains 6452 members 
Mstep: Class 9 contains 6405 members 
Mstep: Class 14 contains 2421 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317094 members 
Mstep: Class 17 contains 12199 members 
Mstep: Class 18 contains 7032 members 
Mstep: Class 20 contains 8885 members 
Mstep: Class 21 contains 5576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154636.000000 Penalty: 33916.507812
Iteration 171Q: 17 clusters Score -2.315464e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55710 members 
Mstep: Class 4 contains 3278 members 
Mstep: Class 5 contains 5525 members 
Mstep: Class 6 contains 15341 members 
Mstep: Class 7 contains 9191 members 
Mstep: Class 8 contains 6452 members 
Mstep: Class 9 contains 6405 members 
Mstep: Class 14 contains 2421 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317109 members 
Mstep: Class 17 contains 12197 members 
Mstep: Class 18 contains 7028 members 
Mstep: Class 20 contains 8885 members 
Mstep: Class 21 contains 5575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154640.000000 Penalty: 33916.507812
Iteration 172Q: 17 clusters Score -2.315464e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55707 members 
Mstep: Class 4 contains 3278 members 
Mstep: Class 5 contains 5527 members 
Mstep: Class 6 contains 15339 members 
Mstep: Class 7 contains 9187 members 
Mstep: Class 8 contains 6452 members 
Mstep: Class 9 contains 6405 members 
Mstep: Class 14 contains 2421 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317123 members 
Mstep: Class 17 contains 12195 members 
Mstep: Class 18 contains 7027 members 
Mstep: Class 20 contains 8885 members 
Mstep: Class 21 contains 5573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154642.000000 Penalty: 33916.507812
Iteration 173Q: 17 clusters Score -2.315464e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55705 members 
Mstep: Class 4 contains 3278 members 
Mstep: Class 5 contains 5528 members 
Mstep: Class 6 contains 15338 members 
Mstep: Class 7 contains 9182 members 
Mstep: Class 8 contains 6452 members 
Mstep: Class 9 contains 6405 members 
Mstep: Class 14 contains 2421 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317133 members 
Mstep: Class 17 contains 12194 members 
Mstep: Class 18 contains 7027 members 
Mstep: Class 20 contains 8885 members 
Mstep: Class 21 contains 5572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154638.000000 Penalty: 33916.507812
Iteration 174Q: 17 clusters Score -2.315464e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55702 members 
Mstep: Class 4 contains 3277 members 
Mstep: Class 5 contains 5528 members 
Mstep: Class 6 contains 15337 members 
Mstep: Class 7 contains 9176 members 
Mstep: Class 8 contains 6451 members 
Mstep: Class 9 contains 6406 members 
Mstep: Class 14 contains 2421 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317148 members 
Mstep: Class 17 contains 12194 members 
Mstep: Class 18 contains 7026 members 
Mstep: Class 20 contains 8885 members 
Mstep: Class 21 contains 5570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154628.000000 Penalty: 33916.507812
Iteration 175Q: 17 clusters Score -2.315463e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55699 members 
Mstep: Class 4 contains 3274 members 
Mstep: Class 5 contains 5528 members 
Mstep: Class 6 contains 15334 members 
Mstep: Class 7 contains 9172 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6406 members 
Mstep: Class 14 contains 2421 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317169 members 
Mstep: Class 17 contains 12193 members 
Mstep: Class 18 contains 7023 members 
Mstep: Class 20 contains 8885 members 
Mstep: Class 21 contains 5568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154656.000000 Penalty: 33916.507812
Iteration 176Q: 17 clusters Score -2.315466e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55698 members 
Mstep: Class 4 contains 3274 members 
Mstep: Class 5 contains 5528 members 
Mstep: Class 6 contains 15332 members 
Mstep: Class 7 contains 9167 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6406 members 
Mstep: Class 14 contains 2422 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317178 members 
Mstep: Class 17 contains 12193 members 
Mstep: Class 18 contains 7021 members 
Mstep: Class 20 contains 8885 members 
Mstep: Class 21 contains 5568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154666.000000 Penalty: 33916.507812
Iteration 177Q: 17 clusters Score -2.315467e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55695 members 
Mstep: Class 4 contains 3272 members 
Mstep: Class 5 contains 5528 members 
Mstep: Class 6 contains 15332 members 
Mstep: Class 7 contains 9163 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6406 members 
Mstep: Class 14 contains 2421 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317191 members 
Mstep: Class 17 contains 12193 members 
Mstep: Class 18 contains 7019 members 
Mstep: Class 20 contains 8885 members 
Mstep: Class 21 contains 5567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154658.000000 Penalty: 33916.507812
Iteration 178Q: 17 clusters Score -2.315466e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55690 members 
Mstep: Class 4 contains 3273 members 
Mstep: Class 5 contains 5528 members 
Mstep: Class 6 contains 15332 members 
Mstep: Class 7 contains 9160 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6406 members 
Mstep: Class 14 contains 2420 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317202 members 
Mstep: Class 17 contains 12193 members 
Mstep: Class 18 contains 7016 members 
Mstep: Class 20 contains 8885 members 
Mstep: Class 21 contains 5567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154654.000000 Penalty: 33916.507812
Iteration 179Q: 17 clusters Score -2.315465e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55687 members 
Mstep: Class 4 contains 3273 members 
Mstep: Class 5 contains 5528 members 
Mstep: Class 6 contains 15332 members 
Mstep: Class 7 contains 9157 members 
Mstep: Class 8 contains 6450 members 
Mstep: Class 9 contains 6406 members 
Mstep: Class 14 contains 2421 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317208 members 
Mstep: Class 17 contains 12193 members 
Mstep: Class 18 contains 7015 members 
Mstep: Class 20 contains 8885 members 
Mstep: Class 21 contains 5566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154618.000000 Penalty: 33916.507812
Iteration 180F: 17 clusters Score -2.315462e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55684 members 
Mstep: Class 4 contains 3274 members 
Mstep: Class 5 contains 5528 members 
Mstep: Class 6 contains 15332 members 
Mstep: Class 7 contains 9154 members 
Mstep: Class 8 contains 6450 members 
Mstep: Class 9 contains 6406 members 
Mstep: Class 14 contains 2422 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317214 members 
Mstep: Class 17 contains 12193 members 
Mstep: Class 18 contains 7014 members 
Mstep: Class 20 contains 8885 members 
Mstep: Class 21 contains 5565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154624.000000 Penalty: 33916.507812
Iteration 181Q: 17 clusters Score -2.315462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55683 members 
Mstep: Class 4 contains 3275 members 
Mstep: Class 5 contains 5528 members 
Mstep: Class 6 contains 15332 members 
Mstep: Class 7 contains 9152 members 
Mstep: Class 8 contains 6450 members 
Mstep: Class 9 contains 6406 members 
Mstep: Class 14 contains 2422 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317217 members 
Mstep: Class 17 contains 12192 members 
Mstep: Class 18 contains 7014 members 
Mstep: Class 20 contains 8885 members 
Mstep: Class 21 contains 5565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154634.000000 Penalty: 33916.507812
Iteration 182Q: 17 clusters Score -2.315463e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55677 members 
Mstep: Class 4 contains 3275 members 
Mstep: Class 5 contains 5528 members 
Mstep: Class 6 contains 15332 members 
Mstep: Class 7 contains 9148 members 
Mstep: Class 8 contains 6450 members 
Mstep: Class 9 contains 6406 members 
Mstep: Class 14 contains 2423 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317227 members 
Mstep: Class 17 contains 12191 members 
Mstep: Class 18 contains 7014 members 
Mstep: Class 20 contains 8885 members 
Mstep: Class 21 contains 5565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154646.000000 Penalty: 33916.507812
Iteration 183Q: 17 clusters Score -2.315465e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55672 members 
Mstep: Class 4 contains 3275 members 
Mstep: Class 5 contains 5528 members 
Mstep: Class 6 contains 15332 members 
Mstep: Class 7 contains 9145 members 
Mstep: Class 8 contains 6450 members 
Mstep: Class 9 contains 6406 members 
Mstep: Class 14 contains 2424 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317233 members 
Mstep: Class 17 contains 12192 members 
Mstep: Class 18 contains 7014 members 
Mstep: Class 20 contains 8885 members 
Mstep: Class 21 contains 5565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154638.000000 Penalty: 33916.507812
Iteration 184Q: 17 clusters Score -2.315464e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55667 members 
Mstep: Class 4 contains 3275 members 
Mstep: Class 5 contains 5528 members 
Mstep: Class 6 contains 15332 members 
Mstep: Class 7 contains 9143 members 
Mstep: Class 8 contains 6450 members 
Mstep: Class 9 contains 6406 members 
Mstep: Class 14 contains 2424 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317240 members 
Mstep: Class 17 contains 12192 members 
Mstep: Class 18 contains 7014 members 
Mstep: Class 20 contains 8885 members 
Mstep: Class 21 contains 5565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154642.000000 Penalty: 33916.507812
Iteration 185Q: 17 clusters Score -2.315464e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 55660 members 
Mstep: Class 4 contains 3275 members 
Mstep: Class 5 contains 5528 members 
Mstep: Class 6 contains 15332 members 
Mstep: Class 7 contains 9140 members 
Mstep: Class 8 contains 6450 members 
Mstep: Class 9 contains 6407 members 
Mstep: Class 14 contains 2424 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317248 members 
Mstep: Class 17 contains 12192 members 
Mstep: Class 18 contains 7014 members 
Mstep: Class 20 contains 8885 members 
Mstep: Class 21 contains 5565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154648.000000 Penalty: 33916.507812
Iteration 186Q: 17 clusters Score -2.315465e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 55653 members 
Mstep: Class 4 contains 3275 members 
Mstep: Class 5 contains 5528 members 
Mstep: Class 6 contains 15332 members 
Mstep: Class 7 contains 9134 members 
Mstep: Class 8 contains 6450 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 14 contains 2424 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317260 members 
Mstep: Class 17 contains 12192 members 
Mstep: Class 18 contains 7014 members 
Mstep: Class 20 contains 8885 members 
Mstep: Class 21 contains 5565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154648.000000 Penalty: 33916.507812
Iteration 187Q: 17 clusters Score -2.315465e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 55646 members 
Mstep: Class 4 contains 3275 members 
Mstep: Class 5 contains 5528 members 
Mstep: Class 6 contains 15333 members 
Mstep: Class 7 contains 9132 members 
Mstep: Class 8 contains 6450 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 14 contains 2424 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317269 members 
Mstep: Class 17 contains 12192 members 
Mstep: Class 18 contains 7014 members 
Mstep: Class 20 contains 8885 members 
Mstep: Class 21 contains 5563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154654.000000 Penalty: 33916.507812
Iteration 188Q: 17 clusters Score -2.315465e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55638 members 
Mstep: Class 4 contains 3276 members 
Mstep: Class 5 contains 5528 members 
Mstep: Class 6 contains 15331 members 
Mstep: Class 7 contains 9128 members 
Mstep: Class 8 contains 6450 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 14 contains 2424 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317282 members 
Mstep: Class 17 contains 12192 members 
Mstep: Class 18 contains 7014 members 
Mstep: Class 20 contains 8885 members 
Mstep: Class 21 contains 5562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154648.000000 Penalty: 33916.507812
Iteration 189Q: 17 clusters Score -2.315465e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55634 members 
Mstep: Class 4 contains 3277 members 
Mstep: Class 5 contains 5528 members 
Mstep: Class 6 contains 15326 members 
Mstep: Class 7 contains 9127 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 14 contains 2424 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317295 members 
Mstep: Class 17 contains 12192 members 
Mstep: Class 18 contains 7014 members 
Mstep: Class 20 contains 8885 members 
Mstep: Class 21 contains 5559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154668.000000 Penalty: 33916.507812
Iteration 190Q: 17 clusters Score -2.315467e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55628 members 
Mstep: Class 4 contains 3277 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15325 members 
Mstep: Class 7 contains 9126 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 14 contains 2424 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317308 members 
Mstep: Class 17 contains 12191 members 
Mstep: Class 18 contains 7016 members 
Mstep: Class 20 contains 8885 members 
Mstep: Class 21 contains 5552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154686.000000 Penalty: 33916.507812
Iteration 191Q: 17 clusters Score -2.315469e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55625 members 
Mstep: Class 4 contains 3277 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15326 members 
Mstep: Class 7 contains 9119 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 14 contains 2424 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317322 members 
Mstep: Class 17 contains 12191 members 
Mstep: Class 18 contains 7016 members 
Mstep: Class 20 contains 8885 members 
Mstep: Class 21 contains 5547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154718.000000 Penalty: 33916.507812
Iteration 192Q: 17 clusters Score -2.315472e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55625 members 
Mstep: Class 4 contains 3277 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15325 members 
Mstep: Class 7 contains 9114 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 14 contains 2424 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317334 members 
Mstep: Class 17 contains 12190 members 
Mstep: Class 18 contains 7016 members 
Mstep: Class 20 contains 8885 members 
Mstep: Class 21 contains 5542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154696.000000 Penalty: 33916.507812
Iteration 193Q: 17 clusters Score -2.31547e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55624 members 
Mstep: Class 4 contains 3277 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15325 members 
Mstep: Class 7 contains 9111 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 14 contains 2424 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317343 members 
Mstep: Class 17 contains 12189 members 
Mstep: Class 18 contains 7016 members 
Mstep: Class 20 contains 8885 members 
Mstep: Class 21 contains 5538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154706.000000 Penalty: 33916.507812
Iteration 194Q: 17 clusters Score -2.315471e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55620 members 
Mstep: Class 4 contains 3277 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15325 members 
Mstep: Class 7 contains 9108 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 14 contains 2424 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317355 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 7018 members 
Mstep: Class 20 contains 8885 members 
Mstep: Class 21 contains 5532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154708.000000 Penalty: 33916.507812
Iteration 195Q: 17 clusters Score -2.315471e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55615 members 
Mstep: Class 4 contains 3277 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15326 members 
Mstep: Class 7 contains 9105 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 14 contains 2424 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317370 members 
Mstep: Class 17 contains 12184 members 
Mstep: Class 18 contains 7018 members 
Mstep: Class 20 contains 8885 members 
Mstep: Class 21 contains 5528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154712.000000 Penalty: 33916.507812
Iteration 196Q: 17 clusters Score -2.315471e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55612 members 
Mstep: Class 4 contains 3277 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15325 members 
Mstep: Class 7 contains 9098 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 14 contains 2424 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317385 members 
Mstep: Class 17 contains 12185 members 
Mstep: Class 18 contains 7017 members 
Mstep: Class 20 contains 8885 members 
Mstep: Class 21 contains 5524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154718.000000 Penalty: 33916.507812
Iteration 197Q: 17 clusters Score -2.315472e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55609 members 
Mstep: Class 4 contains 3277 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15324 members 
Mstep: Class 7 contains 9094 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 14 contains 2424 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317402 members 
Mstep: Class 17 contains 12186 members 
Mstep: Class 18 contains 7014 members 
Mstep: Class 20 contains 8885 members 
Mstep: Class 21 contains 5517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154708.000000 Penalty: 33916.507812
Iteration 198Q: 17 clusters Score -2.315471e+07 nChanged 28
Entering ConstructFrom: 
Score: -23154708.000000 Penalty: 33916.507812
Entering ConstructFrom: 
Trying to split cluster 1 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -64961.503906 Penalty: 1176.138916
	Iteration 0F: 2 clusters Score -64961.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -63269.878906 Penalty: 2352.277832
	Iteration 0F: 3 clusters Score -63269.88 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -63594.488281 Penalty: 2352.277832
	Iteration 1F: 3 clusters Score -63594.49 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -63683.539062 Penalty: 2352.277832
	Iteration 2F: 3 clusters Score -63683.54 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -63719.863281 Penalty: 2352.277832
	Iteration 3Q: 3 clusters Score -63719.86 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -63748.789062 Penalty: 2352.277832
	Iteration 4Q: 3 clusters Score -63748.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -63769.515625 Penalty: 2352.277832
	Iteration 5Q: 3 clusters Score -63769.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -63788.878906 Penalty: 2352.277832
	Iteration 6Q: 3 clusters Score -63788.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -63798.992188 Penalty: 2352.277832
	Iteration 7Q: 3 clusters Score -63798.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -63804.472656 Penalty: 2352.277832
	Iteration 8Q: 3 clusters Score -63804.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -63808.996094 Penalty: 2352.277832
	Iteration 9Q: 3 clusters Score -63809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -63813.320312 Penalty: 2352.277832
	Iteration 10Q: 3 clusters Score -63813.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -63814.699219 Penalty: 2352.277832
	Iteration 11Q: 3 clusters Score -63814.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -63816.660156 Penalty: 2352.277832
	Iteration 12Q: 3 clusters Score -63816.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -63818.234375 Penalty: 2352.277832
	Iteration 13Q: 3 clusters Score -63818.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -63820.089844 Penalty: 2352.277832
	Iteration 14Q: 3 clusters Score -63820.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -63820.953125 Penalty: 2352.277832
	Iteration 15Q: 3 clusters Score -63820.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -63822.980469 Penalty: 2352.277832
	Iteration 16Q: 3 clusters Score -63822.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -63828.593750 Penalty: 2352.277832
	Iteration 17Q: 3 clusters Score -63828.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -63831.328125 Penalty: 2352.277832
	Iteration 18Q: 3 clusters Score -63831.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -63833.664062 Penalty: 2352.277832
	Iteration 19Q: 3 clusters Score -63833.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -63834.914062 Penalty: 2352.277832
	Iteration 20F: 3 clusters Score -63834.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -63836.582031 Penalty: 2352.277832
	Iteration 21Q: 3 clusters Score -63836.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -63839.128906 Penalty: 2352.277832
	Iteration 22Q: 3 clusters Score -63839.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -63842.847656 Penalty: 2352.277832
	Iteration 23Q: 3 clusters Score -63842.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -63844.925781 Penalty: 2352.277832
	Iteration 24Q: 3 clusters Score -63844.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -63846.910156 Penalty: 2352.277832
	Iteration 25Q: 3 clusters Score -63846.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -63848.871094 Penalty: 2352.277832
	Iteration 26Q: 3 clusters Score -63848.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -63850.390625 Penalty: 2352.277832
	Iteration 27Q: 3 clusters Score -63850.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -63851.875000 Penalty: 2352.277832
	Iteration 28Q: 3 clusters Score -63851.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -63852.367188 Penalty: 2352.277832
	Iteration 29Q: 3 clusters Score -63852.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -63852.367188 Penalty: 2352.277832
	Iteration 30F: 3 clusters Score -63852.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Entering Unmasked Estep 
Score: -219942.390625 Penalty: 1362.753174
	Iteration 0F: 2 clusters Score -219942.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -216291.375000 Penalty: 2725.506348
	Iteration 0F: 3 clusters Score -216291.4 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -217263.453125 Penalty: 2725.506348
	Iteration 1F: 3 clusters Score -217263.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -217441.140625 Penalty: 2725.506348
	Iteration 2F: 3 clusters Score -217441.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -217587.656250 Penalty: 2725.506348
	Iteration 3F: 3 clusters Score -217587.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -217729.687500 Penalty: 2725.506348
	Iteration 4F: 3 clusters Score -217729.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -217869.250000 Penalty: 2725.506348
	Iteration 5Q: 3 clusters Score -217869.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -217995.515625 Penalty: 2725.506348
	Iteration 6Q: 3 clusters Score -217995.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -218143.281250 Penalty: 2725.506348
	Iteration 7Q: 3 clusters Score -218143.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -218298.484375 Penalty: 2725.506348
	Iteration 8Q: 3 clusters Score -218298.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -218446.437500 Penalty: 2725.506348
	Iteration 9Q: 3 clusters Score -218446.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -218560.203125 Penalty: 2725.506348
	Iteration 10Q: 3 clusters Score -218560.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -218644.578125 Penalty: 2725.506348
	Iteration 11Q: 3 clusters Score -218644.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -218709.171875 Penalty: 2725.506348
	Iteration 12Q: 3 clusters Score -218709.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -218765.046875 Penalty: 2725.506348
	Iteration 13Q: 3 clusters Score -218765 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -218807.500000 Penalty: 2725.506348
	Iteration 14Q: 3 clusters Score -218807.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -218844.296875 Penalty: 2725.506348
	Iteration 15Q: 3 clusters Score -218844.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -218863.703125 Penalty: 2725.506348
	Iteration 16Q: 3 clusters Score -218863.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -218884.000000 Penalty: 2725.506348
	Iteration 17Q: 3 clusters Score -218884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -218900.906250 Penalty: 2725.506348
	Iteration 18Q: 3 clusters Score -218900.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -218910.828125 Penalty: 2725.506348
	Iteration 19Q: 3 clusters Score -218910.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -218921.656250 Penalty: 2725.506348
	Iteration 20F: 3 clusters Score -218921.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -218927.093750 Penalty: 2725.506348
	Iteration 21Q: 3 clusters Score -218927.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -218930.312500 Penalty: 2725.506348
	Iteration 22Q: 3 clusters Score -218930.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -218933.656250 Penalty: 2725.506348
	Iteration 23Q: 3 clusters Score -218933.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -218935.656250 Penalty: 2725.506348
	Iteration 24Q: 3 clusters Score -218935.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -218938.937500 Penalty: 2725.506348
	Iteration 25Q: 3 clusters Score -218938.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -218941.453125 Penalty: 2725.506348
	Iteration 26Q: 3 clusters Score -218941.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -218944.765625 Penalty: 2725.506348
	Iteration 27Q: 3 clusters Score -218944.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -218945.218750 Penalty: 2725.506348
	Iteration 28Q: 3 clusters Score -218945.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -218945.218750 Penalty: 2725.506348
	Iteration 29F: 3 clusters Score -218945.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (55605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55605 members 
Entering Unmasked Estep 
Score: -2895748.750000 Penalty: 1775.479614
	Iteration 0F: 2 clusters Score -2895749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -2858305.000000 Penalty: 3550.959229
	Iteration 0F: 3 clusters Score -2858305 nChanged 26251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -2873363.250000 Penalty: 3550.959229
	Iteration 1F: 3 clusters Score -2873363 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -2873891.250000 Penalty: 3550.959229
	Iteration 2Q: 3 clusters Score -2873891 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -2874715.500000 Penalty: 3550.959229
	Iteration 3Q: 3 clusters Score -2874716 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -2876101.250000 Penalty: 3550.959229
	Iteration 4Q: 3 clusters Score -2876101 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -2878482.500000 Penalty: 3550.959229
	Iteration 5F: 3 clusters Score -2878482 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
Score: -2882214.250000 Penalty: 3550.959229
	Iteration 6F: 3 clusters Score -2882214 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 46889 members 
Entering Unmasked Estep 
Score: -2886900.000000 Penalty: 3550.959229
	Iteration 7F: 3 clusters Score -2886900 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 50864 members 
Entering Unmasked Estep 
Score: -2890903.250000 Penalty: 3550.959229
	Iteration 8F: 3 clusters Score -2890903 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 53203 members 
Entering Unmasked Estep 
Score: -2893288.500000 Penalty: 3550.959229
	Iteration 9Q: 3 clusters Score -2893288 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 54232 members 
Entering Unmasked Estep 
Score: -2894393.750000 Penalty: 3550.959229
	Iteration 10Q: 3 clusters Score -2894394 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 54601 members 
Entering Unmasked Estep 
Score: -2894926.750000 Penalty: 3550.959229
	Iteration 11Q: 3 clusters Score -2894927 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 54691 members 
Entering Unmasked Estep 
Score: -2895093.500000 Penalty: 3550.959229
	Iteration 12Q: 3 clusters Score -2895094 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 54736 members 
Entering Unmasked Estep 
Score: -2895170.750000 Penalty: 3550.959229
	Iteration 13Q: 3 clusters Score -2895171 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 54756 members 
Entering Unmasked Estep 
Score: -2895187.250000 Penalty: 3550.959229
	Iteration 14Q: 3 clusters Score -2895187 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 54769 members 
Entering Unmasked Estep 
Score: -2895203.000000 Penalty: 3550.959229
	Iteration 15Q: 3 clusters Score -2895203 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 54779 members 
Entering Unmasked Estep 
Score: -2895211.500000 Penalty: 3550.959229
	Iteration 16Q: 3 clusters Score -2895212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 54790 members 
Entering Unmasked Estep 
Score: -2895217.250000 Penalty: 3550.959229
	Iteration 17Q: 3 clusters Score -2895217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 54797 members 
Entering Unmasked Estep 
Score: -2895221.250000 Penalty: 3550.959229
	Iteration 18Q: 3 clusters Score -2895221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 54801 members 
Entering Unmasked Estep 
Score: -2895223.750000 Penalty: 3550.959229
	Iteration 19Q: 3 clusters Score -2895224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 54801 members 
Entering Unmasked Estep 
Score: -2895226.500000 Penalty: 3550.959229
	Iteration 20F: 3 clusters Score -2895226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 54800 members 
Entering Unmasked Estep 
Score: -2895230.000000 Penalty: 3550.959229
	Iteration 21Q: 3 clusters Score -2895230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 54801 members 
Entering Unmasked Estep 
Score: -2895229.250000 Penalty: 3550.959229
	Iteration 22Q: 3 clusters Score -2895229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 54803 members 
Entering Unmasked Estep 
Score: -2895231.000000 Penalty: 3550.959229
	Iteration 23Q: 3 clusters Score -2895231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 54803 members 
Entering Unmasked Estep 
Score: -2895231.000000 Penalty: 3550.959229
	Iteration 24F: 3 clusters Score -2895231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Entering Unmasked Estep 
Score: -170753.437500 Penalty: 1315.386108
	Iteration 0F: 2 clusters Score -170753.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -167859.453125 Penalty: 2630.772217
	Iteration 0F: 3 clusters Score -167859.5 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -168541.140625 Penalty: 2630.772217
	Iteration 1F: 3 clusters Score -168541.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -168681.765625 Penalty: 2630.772217
	Iteration 2F: 3 clusters Score -168681.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -168774.625000 Penalty: 2630.772217
	Iteration 3F: 3 clusters Score -168774.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -168838.484375 Penalty: 2630.772217
	Iteration 4Q: 3 clusters Score -168838.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -168887.046875 Penalty: 2630.772217
	Iteration 5Q: 3 clusters Score -168887 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -168932.703125 Penalty: 2630.772217
	Iteration 6Q: 3 clusters Score -168932.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -168979.203125 Penalty: 2630.772217
	Iteration 7Q: 3 clusters Score -168979.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -169017.828125 Penalty: 2630.772217
	Iteration 8Q: 3 clusters Score -169017.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -169050.218750 Penalty: 2630.772217
	Iteration 9Q: 3 clusters Score -169050.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -169079.562500 Penalty: 2630.772217
	Iteration 10Q: 3 clusters Score -169079.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -169115.250000 Penalty: 2630.772217
	Iteration 11Q: 3 clusters Score -169115.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -169139.484375 Penalty: 2630.772217
	Iteration 12Q: 3 clusters Score -169139.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -169167.000000 Penalty: 2630.772217
	Iteration 13Q: 3 clusters Score -169167 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -169198.765625 Penalty: 2630.772217
	Iteration 14Q: 3 clusters Score -169198.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -169225.125000 Penalty: 2630.772217
	Iteration 15Q: 3 clusters Score -169225.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -169245.359375 Penalty: 2630.772217
	Iteration 16Q: 3 clusters Score -169245.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -169261.140625 Penalty: 2630.772217
	Iteration 17Q: 3 clusters Score -169261.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -169276.328125 Penalty: 2630.772217
	Iteration 18Q: 3 clusters Score -169276.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -169293.375000 Penalty: 2630.772217
	Iteration 19Q: 3 clusters Score -169293.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -169311.125000 Penalty: 2630.772217
	Iteration 20F: 3 clusters Score -169311.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -169330.078125 Penalty: 2630.772217
	Iteration 21Q: 3 clusters Score -169330.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -169341.890625 Penalty: 2630.772217
	Iteration 22Q: 3 clusters Score -169341.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -169350.062500 Penalty: 2630.772217
	Iteration 23Q: 3 clusters Score -169350.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -169358.046875 Penalty: 2630.772217
	Iteration 24Q: 3 clusters Score -169358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -169373.265625 Penalty: 2630.772217
	Iteration 25Q: 3 clusters Score -169373.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -169388.546875 Penalty: 2630.772217
	Iteration 26Q: 3 clusters Score -169388.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -169402.656250 Penalty: 2630.772217
	Iteration 27Q: 3 clusters Score -169402.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -169412.203125 Penalty: 2630.772217
	Iteration 28Q: 3 clusters Score -169412.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -169419.531250 Penalty: 2630.772217
	Iteration 29Q: 3 clusters Score -169419.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -169423.265625 Penalty: 2630.772217
	Iteration 30Q: 3 clusters Score -169423.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -169423.953125 Penalty: 2630.772217
	Iteration 31Q: 3 clusters Score -169424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -169424.671875 Penalty: 2630.772217
	Iteration 32Q: 3 clusters Score -169424.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -169425.156250 Penalty: 2630.772217
	Iteration 33Q: 3 clusters Score -169425.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -169425.734375 Penalty: 2630.772217
	Iteration 34Q: 3 clusters Score -169425.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -169426.640625 Penalty: 2630.772217
	Iteration 35Q: 3 clusters Score -169426.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -169426.671875 Penalty: 2630.772217
	Iteration 36Q: 3 clusters Score -169426.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -169426.828125 Penalty: 2630.772217
	Iteration 37Q: 3 clusters Score -169426.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -169426.828125 Penalty: 2630.772217
	Iteration 38F: 3 clusters Score -169426.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Entering Unmasked Estep 
Score: -304273.000000 Penalty: 1400.386475
	Iteration 0F: 2 clusters Score -304273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -299955.437500 Penalty: 2800.772949
	Iteration 0F: 3 clusters Score -299955.4 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -301158.750000 Penalty: 2800.772949
	Iteration 1F: 3 clusters Score -301158.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -301314.968750 Penalty: 2800.772949
	Iteration 2F: 3 clusters Score -301315 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -301423.375000 Penalty: 2800.772949
	Iteration 3Q: 3 clusters Score -301423.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -301499.375000 Penalty: 2800.772949
	Iteration 4Q: 3 clusters Score -301499.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -301573.531250 Penalty: 2800.772949
	Iteration 5Q: 3 clusters Score -301573.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -301638.500000 Penalty: 2800.772949
	Iteration 6Q: 3 clusters Score -301638.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -301698.000000 Penalty: 2800.772949
	Iteration 7Q: 3 clusters Score -301698 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -301754.968750 Penalty: 2800.772949
	Iteration 8Q: 3 clusters Score -301755 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -301800.593750 Penalty: 2800.772949
	Iteration 9Q: 3 clusters Score -301800.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -301850.375000 Penalty: 2800.772949
	Iteration 10Q: 3 clusters Score -301850.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -301914.906250 Penalty: 2800.772949
	Iteration 11Q: 3 clusters Score -301914.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -301987.250000 Penalty: 2800.772949
	Iteration 12Q: 3 clusters Score -301987.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -302068.781250 Penalty: 2800.772949
	Iteration 13Q: 3 clusters Score -302068.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -302173.468750 Penalty: 2800.772949
	Iteration 14Q: 3 clusters Score -302173.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -302310.468750 Penalty: 2800.772949
	Iteration 15Q: 3 clusters Score -302310.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -302463.562500 Penalty: 2800.772949
	Iteration 16Q: 3 clusters Score -302463.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -302624.218750 Penalty: 2800.772949
	Iteration 17Q: 3 clusters Score -302624.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -302727.656250 Penalty: 2800.772949
	Iteration 18Q: 3 clusters Score -302727.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -302796.593750 Penalty: 2800.772949
	Iteration 19Q: 3 clusters Score -302796.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -302842.562500 Penalty: 2800.772949
	Iteration 20F: 3 clusters Score -302842.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -302873.562500 Penalty: 2800.772949
	Iteration 21Q: 3 clusters Score -302873.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -302901.187500 Penalty: 2800.772949
	Iteration 22Q: 3 clusters Score -302901.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -302921.812500 Penalty: 2800.772949
	Iteration 23Q: 3 clusters Score -302921.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -302936.250000 Penalty: 2800.772949
	Iteration 24Q: 3 clusters Score -302936.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -302950.312500 Penalty: 2800.772949
	Iteration 25Q: 3 clusters Score -302950.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -302961.343750 Penalty: 2800.772949
	Iteration 26Q: 3 clusters Score -302961.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -302968.375000 Penalty: 2800.772949
	Iteration 27Q: 3 clusters Score -302968.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -302973.125000 Penalty: 2800.772949
	Iteration 28Q: 3 clusters Score -302973.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -302974.906250 Penalty: 2800.772949
	Iteration 29Q: 3 clusters Score -302974.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -302976.843750 Penalty: 2800.772949
	Iteration 30Q: 3 clusters Score -302976.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -302978.750000 Penalty: 2800.772949
	Iteration 31Q: 3 clusters Score -302978.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -302979.687500 Penalty: 2800.772949
	Iteration 32Q: 3 clusters Score -302979.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -302981.593750 Penalty: 2800.772949
	Iteration 33Q: 3 clusters Score -302981.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -302983.531250 Penalty: 2800.772949
	Iteration 34Q: 3 clusters Score -302983.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -302988.343750 Penalty: 2800.772949
	Iteration 35Q: 3 clusters Score -302988.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -302995.281250 Penalty: 2800.772949
	Iteration 36Q: 3 clusters Score -302995.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -303007.593750 Penalty: 2800.772949
	Iteration 37Q: 3 clusters Score -303007.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -303018.250000 Penalty: 2800.772949
	Iteration 38Q: 3 clusters Score -303018.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -303023.031250 Penalty: 2800.772949
	Iteration 39Q: 3 clusters Score -303023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -303030.062500 Penalty: 2800.772949
	Iteration 40F: 3 clusters Score -303030.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -303035.875000 Penalty: 2800.772949
	Iteration 41Q: 3 clusters Score -303035.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -303043.156250 Penalty: 2800.772949
	Iteration 42Q: 3 clusters Score -303043.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -303047.718750 Penalty: 2800.772949
	Iteration 43Q: 3 clusters Score -303047.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -303052.000000 Penalty: 2800.772949
	Iteration 44Q: 3 clusters Score -303052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -303053.906250 Penalty: 2800.772949
	Iteration 45Q: 3 clusters Score -303053.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -303058.125000 Penalty: 2800.772949
	Iteration 46Q: 3 clusters Score -303058.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -303059.531250 Penalty: 2800.772949
	Iteration 47Q: 3 clusters Score -303059.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -303061.812500 Penalty: 2800.772949
	Iteration 48Q: 3 clusters Score -303061.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -303064.468750 Penalty: 2800.772949
	Iteration 49Q: 3 clusters Score -303064.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -303067.906250 Penalty: 2800.772949
	Iteration 50Q: 3 clusters Score -303067.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -303067.906250 Penalty: 2800.772949
	Iteration 51Q: 3 clusters Score -303067.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -303069.781250 Penalty: 2800.772949
	Iteration 52Q: 3 clusters Score -303069.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -303069.531250 Penalty: 2800.772949
	Iteration 53Q: 3 clusters Score -303069.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -303070.437500 Penalty: 2800.772949
	Iteration 54Q: 3 clusters Score -303070.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -303071.531250 Penalty: 2800.772949
	Iteration 55Q: 3 clusters Score -303071.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -303072.031250 Penalty: 2800.772949
	Iteration 56Q: 3 clusters Score -303072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -303072.531250 Penalty: 2800.772949
	Iteration 57Q: 3 clusters Score -303072.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -303072.625000 Penalty: 2800.772949
	Iteration 58Q: 3 clusters Score -303072.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -303072.875000 Penalty: 2800.772949
	Iteration 59Q: 3 clusters Score -303072.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -303073.250000 Penalty: 2800.772949
	Iteration 60F: 3 clusters Score -303073.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -303073.031250 Penalty: 2800.772949
	Iteration 61Q: 3 clusters Score -303073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -303073.437500 Penalty: 2800.772949
	Iteration 62Q: 3 clusters Score -303073.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -303073.156250 Penalty: 2800.772949
	Iteration 63Q: 3 clusters Score -303073.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -303073.156250 Penalty: 2800.772949
	Iteration 64F: 3 clusters Score -303073.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Entering Unmasked Estep 
Score: -798542.812500 Penalty: 1566.041016
	Iteration 0F: 2 clusters Score -798542.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -787935.937500 Penalty: 3132.082031
	Iteration 0F: 3 clusters Score -787935.9 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -791659.250000 Penalty: 3132.082031
	Iteration 1F: 3 clusters Score -791659.2 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -792034.000000 Penalty: 3132.082031
	Iteration 2F: 3 clusters Score -792034 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -792379.625000 Penalty: 3132.082031
	Iteration 3F: 3 clusters Score -792379.6 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -792661.937500 Penalty: 3132.082031
	Iteration 4Q: 3 clusters Score -792661.9 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -792914.687500 Penalty: 3132.082031
	Iteration 5Q: 3 clusters Score -792914.7 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -793173.250000 Penalty: 3132.082031
	Iteration 6Q: 3 clusters Score -793173.2 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -793481.250000 Penalty: 3132.082031
	Iteration 7Q: 3 clusters Score -793481.2 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -793809.437500 Penalty: 3132.082031
	Iteration 8Q: 3 clusters Score -793809.4 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -794166.187500 Penalty: 3132.082031
	Iteration 9Q: 3 clusters Score -794166.2 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -794594.562500 Penalty: 3132.082031
	Iteration 10Q: 3 clusters Score -794594.6 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -795082.437500 Penalty: 3132.082031
	Iteration 11Q: 3 clusters Score -795082.4 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -795606.562500 Penalty: 3132.082031
	Iteration 12Q: 3 clusters Score -795606.6 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -796145.312500 Penalty: 3132.082031
	Iteration 13Q: 3 clusters Score -796145.3 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -796562.312500 Penalty: 3132.082031
	Iteration 14Q: 3 clusters Score -796562.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -796852.375000 Penalty: 3132.082031
	Iteration 15Q: 3 clusters Score -796852.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -797021.062500 Penalty: 3132.082031
	Iteration 16Q: 3 clusters Score -797021.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -797114.000000 Penalty: 3132.082031
	Iteration 17Q: 3 clusters Score -797114 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -797164.437500 Penalty: 3132.082031
	Iteration 18Q: 3 clusters Score -797164.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -797201.125000 Penalty: 3132.082031
	Iteration 19Q: 3 clusters Score -797201.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -797213.500000 Penalty: 3132.082031
	Iteration 20F: 3 clusters Score -797213.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -797224.500000 Penalty: 3132.082031
	Iteration 21Q: 3 clusters Score -797224.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -797236.437500 Penalty: 3132.082031
	Iteration 22Q: 3 clusters Score -797236.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -797245.875000 Penalty: 3132.082031
	Iteration 23Q: 3 clusters Score -797245.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -797252.562500 Penalty: 3132.082031
	Iteration 24Q: 3 clusters Score -797252.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -797261.250000 Penalty: 3132.082031
	Iteration 25Q: 3 clusters Score -797261.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -797265.125000 Penalty: 3132.082031
	Iteration 26Q: 3 clusters Score -797265.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -797266.375000 Penalty: 3132.082031
	Iteration 27Q: 3 clusters Score -797266.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -797267.375000 Penalty: 3132.082031
	Iteration 28Q: 3 clusters Score -797267.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -797267.125000 Penalty: 3132.082031
	Iteration 29Q: 3 clusters Score -797267.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -797268.750000 Penalty: 3132.082031
	Iteration 30Q: 3 clusters Score -797268.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -797272.000000 Penalty: 3132.082031
	Iteration 31Q: 3 clusters Score -797272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -797274.875000 Penalty: 3132.082031
	Iteration 32Q: 3 clusters Score -797274.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -797274.500000 Penalty: 3132.082031
	Iteration 33Q: 3 clusters Score -797274.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -797276.125000 Penalty: 3132.082031
	Iteration 34Q: 3 clusters Score -797276.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -797277.625000 Penalty: 3132.082031
	Iteration 35Q: 3 clusters Score -797277.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -797277.750000 Penalty: 3132.082031
	Iteration 36Q: 3 clusters Score -797277.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -797277.750000 Penalty: 3132.082031
	Iteration 37F: 3 clusters Score -797277.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Entering Unmasked Estep 
Score: -473323.812500 Penalty: 1481.140381
	Iteration 0F: 2 clusters Score -473323.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -466722.593750 Penalty: 2962.280762
	Iteration 0F: 3 clusters Score -466722.6 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -468774.562500 Penalty: 2962.280762
	Iteration 1F: 3 clusters Score -468774.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -468986.625000 Penalty: 2962.280762
	Iteration 2F: 3 clusters Score -468986.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -469145.500000 Penalty: 2962.280762
	Iteration 3Q: 3 clusters Score -469145.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -469290.843750 Penalty: 2962.280762
	Iteration 4Q: 3 clusters Score -469290.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -469450.718750 Penalty: 2962.280762
	Iteration 5Q: 3 clusters Score -469450.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -469632.593750 Penalty: 2962.280762
	Iteration 6Q: 3 clusters Score -469632.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -469842.656250 Penalty: 2962.280762
	Iteration 7Q: 3 clusters Score -469842.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -470072.875000 Penalty: 2962.280762
	Iteration 8Q: 3 clusters Score -470072.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -470371.500000 Penalty: 2962.280762
	Iteration 9Q: 3 clusters Score -470371.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -470720.250000 Penalty: 2962.280762
	Iteration 10Q: 3 clusters Score -470720.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -471169.000000 Penalty: 2962.280762
	Iteration 11F: 3 clusters Score -471169 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -471493.500000 Penalty: 2962.280762
	Iteration 12F: 3 clusters Score -471493.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -471636.156250 Penalty: 2962.280762
	Iteration 13Q: 3 clusters Score -471636.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -471723.250000 Penalty: 2962.280762
	Iteration 14Q: 3 clusters Score -471723.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -471793.468750 Penalty: 2962.280762
	Iteration 15Q: 3 clusters Score -471793.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -471847.843750 Penalty: 2962.280762
	Iteration 16Q: 3 clusters Score -471847.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -471886.468750 Penalty: 2962.280762
	Iteration 17Q: 3 clusters Score -471886.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -471916.343750 Penalty: 2962.280762
	Iteration 18Q: 3 clusters Score -471916.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -471940.031250 Penalty: 2962.280762
	Iteration 19Q: 3 clusters Score -471940 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -471959.031250 Penalty: 2962.280762
	Iteration 20F: 3 clusters Score -471959 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -471973.937500 Penalty: 2962.280762
	Iteration 21Q: 3 clusters Score -471973.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -471989.906250 Penalty: 2962.280762
	Iteration 22Q: 3 clusters Score -471989.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -471999.000000 Penalty: 2962.280762
	Iteration 23Q: 3 clusters Score -471999 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -472008.375000 Penalty: 2962.280762
	Iteration 24Q: 3 clusters Score -472008.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -472016.843750 Penalty: 2962.280762
	Iteration 25Q: 3 clusters Score -472016.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -472030.093750 Penalty: 2962.280762
	Iteration 26Q: 3 clusters Score -472030.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -472041.781250 Penalty: 2962.280762
	Iteration 27Q: 3 clusters Score -472041.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -472054.468750 Penalty: 2962.280762
	Iteration 28Q: 3 clusters Score -472054.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -472066.312500 Penalty: 2962.280762
	Iteration 29Q: 3 clusters Score -472066.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -472073.250000 Penalty: 2962.280762
	Iteration 30Q: 3 clusters Score -472073.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -472080.500000 Penalty: 2962.280762
	Iteration 31Q: 3 clusters Score -472080.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -472085.000000 Penalty: 2962.280762
	Iteration 32Q: 3 clusters Score -472085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -472088.281250 Penalty: 2962.280762
	Iteration 33Q: 3 clusters Score -472088.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -472089.718750 Penalty: 2962.280762
	Iteration 34Q: 3 clusters Score -472089.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -472092.125000 Penalty: 2962.280762
	Iteration 35Q: 3 clusters Score -472092.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -472091.750000 Penalty: 2962.280762
	Iteration 36Q: 3 clusters Score -472091.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -472094.187500 Penalty: 2962.280762
	Iteration 37Q: 3 clusters Score -472094.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -472096.156250 Penalty: 2962.280762
	Iteration 38Q: 3 clusters Score -472096.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -472097.687500 Penalty: 2962.280762
	Iteration 39Q: 3 clusters Score -472097.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -472098.843750 Penalty: 2962.280762
	Iteration 40F: 3 clusters Score -472098.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -472100.625000 Penalty: 2962.280762
	Iteration 41Q: 3 clusters Score -472100.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -472100.843750 Penalty: 2962.280762
	Iteration 42Q: 3 clusters Score -472100.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -472101.343750 Penalty: 2962.280762
	Iteration 43Q: 3 clusters Score -472101.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -472101.468750 Penalty: 2962.280762
	Iteration 44Q: 3 clusters Score -472101.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -472102.718750 Penalty: 2962.280762
	Iteration 45Q: 3 clusters Score -472102.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -472102.781250 Penalty: 2962.280762
	Iteration 46Q: 3 clusters Score -472102.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -472103.156250 Penalty: 2962.280762
	Iteration 47Q: 3 clusters Score -472103.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -472104.093750 Penalty: 2962.280762
	Iteration 48Q: 3 clusters Score -472104.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -472104.093750 Penalty: 2962.280762
	Iteration 49F: 3 clusters Score -472104.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Entering Unmasked Estep 
Score: -351525.687500 Penalty: 1425.398193
	Iteration 0F: 2 clusters Score -351525.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -346620.593750 Penalty: 2850.796387
	Iteration 0F: 3 clusters Score -346620.6 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -348109.343750 Penalty: 2850.796387
	Iteration 1F: 3 clusters Score -348109.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -348310.468750 Penalty: 2850.796387
	Iteration 2F: 3 clusters Score -348310.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -348423.281250 Penalty: 2850.796387
	Iteration 3Q: 3 clusters Score -348423.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -348506.968750 Penalty: 2850.796387
	Iteration 4Q: 3 clusters Score -348507 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -348577.437500 Penalty: 2850.796387
	Iteration 5Q: 3 clusters Score -348577.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -348629.437500 Penalty: 2850.796387
	Iteration 6Q: 3 clusters Score -348629.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -348689.218750 Penalty: 2850.796387
	Iteration 7Q: 3 clusters Score -348689.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -348742.937500 Penalty: 2850.796387
	Iteration 8Q: 3 clusters Score -348742.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -348808.468750 Penalty: 2850.796387
	Iteration 9Q: 3 clusters Score -348808.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -348896.093750 Penalty: 2850.796387
	Iteration 10Q: 3 clusters Score -348896.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -349019.531250 Penalty: 2850.796387
	Iteration 11Q: 3 clusters Score -349019.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -349154.875000 Penalty: 2850.796387
	Iteration 12Q: 3 clusters Score -349154.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -349300.250000 Penalty: 2850.796387
	Iteration 13Q: 3 clusters Score -349300.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -349439.406250 Penalty: 2850.796387
	Iteration 14Q: 3 clusters Score -349439.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -349583.156250 Penalty: 2850.796387
	Iteration 15Q: 3 clusters Score -349583.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -349704.781250 Penalty: 2850.796387
	Iteration 16Q: 3 clusters Score -349704.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -349787.843750 Penalty: 2850.796387
	Iteration 17Q: 3 clusters Score -349787.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -349848.375000 Penalty: 2850.796387
	Iteration 18Q: 3 clusters Score -349848.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -349886.781250 Penalty: 2850.796387
	Iteration 19Q: 3 clusters Score -349886.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -349918.343750 Penalty: 2850.796387
	Iteration 20F: 3 clusters Score -349918.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -349934.968750 Penalty: 2850.796387
	Iteration 21Q: 3 clusters Score -349935 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -349948.750000 Penalty: 2850.796387
	Iteration 22Q: 3 clusters Score -349948.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -349957.312500 Penalty: 2850.796387
	Iteration 23Q: 3 clusters Score -349957.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -349967.750000 Penalty: 2850.796387
	Iteration 24Q: 3 clusters Score -349967.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -349975.843750 Penalty: 2850.796387
	Iteration 25Q: 3 clusters Score -349975.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -349982.625000 Penalty: 2850.796387
	Iteration 26Q: 3 clusters Score -349982.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -349988.906250 Penalty: 2850.796387
	Iteration 27Q: 3 clusters Score -349988.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -349993.625000 Penalty: 2850.796387
	Iteration 28Q: 3 clusters Score -349993.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -349997.375000 Penalty: 2850.796387
	Iteration 29Q: 3 clusters Score -349997.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -349999.812500 Penalty: 2850.796387
	Iteration 30Q: 3 clusters Score -349999.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -350002.593750 Penalty: 2850.796387
	Iteration 31Q: 3 clusters Score -350002.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -350004.312500 Penalty: 2850.796387
	Iteration 32Q: 3 clusters Score -350004.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -350005.531250 Penalty: 2850.796387
	Iteration 33Q: 3 clusters Score -350005.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -350007.218750 Penalty: 2850.796387
	Iteration 34Q: 3 clusters Score -350007.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -350008.312500 Penalty: 2850.796387
	Iteration 35Q: 3 clusters Score -350008.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -350008.125000 Penalty: 2850.796387
	Iteration 36Q: 3 clusters Score -350008.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -350007.906250 Penalty: 2850.796387
	Iteration 37Q: 3 clusters Score -350007.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -350009.750000 Penalty: 2850.796387
	Iteration 38Q: 3 clusters Score -350009.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -350009.062500 Penalty: 2850.796387
	Iteration 39Q: 3 clusters Score -350009.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -350009.375000 Penalty: 2850.796387
	Iteration 40F: 3 clusters Score -350009.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -350010.000000 Penalty: 2850.796387
	Iteration 41Q: 3 clusters Score -350010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -350010.187500 Penalty: 2850.796387
	Iteration 42Q: 3 clusters Score -350010.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -350010.187500 Penalty: 2850.796387
	Iteration 43F: 3 clusters Score -350010.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Entering Unmasked Estep 
Score: -329407.937500 Penalty: 1424.386963
	Iteration 0F: 2 clusters Score -329407.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -324541.093750 Penalty: 2848.773926
	Iteration 0F: 3 clusters Score -324541.1 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -325896.187500 Penalty: 2848.773926
	Iteration 1F: 3 clusters Score -325896.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -326043.000000 Penalty: 2848.773926
	Iteration 2F: 3 clusters Score -326043 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -326151.125000 Penalty: 2848.773926
	Iteration 3Q: 3 clusters Score -326151.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -326241.312500 Penalty: 2848.773926
	Iteration 4Q: 3 clusters Score -326241.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -326309.437500 Penalty: 2848.773926
	Iteration 5Q: 3 clusters Score -326309.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -326369.906250 Penalty: 2848.773926
	Iteration 6Q: 3 clusters Score -326369.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -326437.062500 Penalty: 2848.773926
	Iteration 7Q: 3 clusters Score -326437.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -326511.781250 Penalty: 2848.773926
	Iteration 8Q: 3 clusters Score -326511.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -326599.312500 Penalty: 2848.773926
	Iteration 9Q: 3 clusters Score -326599.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -326728.343750 Penalty: 2848.773926
	Iteration 10Q: 3 clusters Score -326728.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -326900.781250 Penalty: 2848.773926
	Iteration 11Q: 3 clusters Score -326900.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -327115.687500 Penalty: 2848.773926
	Iteration 12Q: 3 clusters Score -327115.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -327346.656250 Penalty: 2848.773926
	Iteration 13F: 3 clusters Score -327346.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -327593.968750 Penalty: 2848.773926
	Iteration 14Q: 3 clusters Score -327594 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -327826.468750 Penalty: 2848.773926
	Iteration 15Q: 3 clusters Score -327826.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -328020.812500 Penalty: 2848.773926
	Iteration 16Q: 3 clusters Score -328020.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -328132.812500 Penalty: 2848.773926
	Iteration 17Q: 3 clusters Score -328132.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -328198.750000 Penalty: 2848.773926
	Iteration 18Q: 3 clusters Score -328198.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -328247.156250 Penalty: 2848.773926
	Iteration 19Q: 3 clusters Score -328247.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -328272.093750 Penalty: 2848.773926
	Iteration 20F: 3 clusters Score -328272.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -328285.250000 Penalty: 2848.773926
	Iteration 21Q: 3 clusters Score -328285.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -328302.250000 Penalty: 2848.773926
	Iteration 22Q: 3 clusters Score -328302.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -328314.750000 Penalty: 2848.773926
	Iteration 23Q: 3 clusters Score -328314.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -328319.625000 Penalty: 2848.773926
	Iteration 24Q: 3 clusters Score -328319.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -328324.437500 Penalty: 2848.773926
	Iteration 25Q: 3 clusters Score -328324.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -328328.156250 Penalty: 2848.773926
	Iteration 26Q: 3 clusters Score -328328.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -328328.125000 Penalty: 2848.773926
	Iteration 27Q: 3 clusters Score -328328.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -328328.281250 Penalty: 2848.773926
	Iteration 28Q: 3 clusters Score -328328.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -328330.812500 Penalty: 2848.773926
	Iteration 29Q: 3 clusters Score -328330.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -328331.312500 Penalty: 2848.773926
	Iteration 30Q: 3 clusters Score -328331.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -328331.312500 Penalty: 2848.773926
	Iteration 31F: 3 clusters Score -328331.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Entering Unmasked Estep 
Score: -129719.453125 Penalty: 1266.390869
	Iteration 0F: 2 clusters Score -129719.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -127356.000000 Penalty: 2532.781738
	Iteration 0F: 3 clusters Score -127356 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -127881.578125 Penalty: 2532.781738
	Iteration 1F: 3 clusters Score -127881.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -128000.601562 Penalty: 2532.781738
	Iteration 2F: 3 clusters Score -128000.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -128062.140625 Penalty: 2532.781738
	Iteration 3Q: 3 clusters Score -128062.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -128098.742188 Penalty: 2532.781738
	Iteration 4Q: 3 clusters Score -128098.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -128133.046875 Penalty: 2532.781738
	Iteration 5Q: 3 clusters Score -128133 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -128163.023438 Penalty: 2532.781738
	Iteration 6Q: 3 clusters Score -128163 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -128184.476562 Penalty: 2532.781738
	Iteration 7Q: 3 clusters Score -128184.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -128198.679688 Penalty: 2532.781738
	Iteration 8Q: 3 clusters Score -128198.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -128210.070312 Penalty: 2532.781738
	Iteration 9Q: 3 clusters Score -128210.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -128218.445312 Penalty: 2532.781738
	Iteration 10Q: 3 clusters Score -128218.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -128227.406250 Penalty: 2532.781738
	Iteration 11Q: 3 clusters Score -128227.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -128231.062500 Penalty: 2532.781738
	Iteration 12Q: 3 clusters Score -128231.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -128234.296875 Penalty: 2532.781738
	Iteration 13Q: 3 clusters Score -128234.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -128236.046875 Penalty: 2532.781738
	Iteration 14Q: 3 clusters Score -128236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -128237.367188 Penalty: 2532.781738
	Iteration 15Q: 3 clusters Score -128237.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -128237.828125 Penalty: 2532.781738
	Iteration 16Q: 3 clusters Score -128237.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -128237.828125 Penalty: 2532.781738
	Iteration 17F: 3 clusters Score -128237.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Entering Unmasked Estep 
Score: -93117.250000 Penalty: 1217.301758
	Iteration 0F: 2 clusters Score -93117.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -91170.078125 Penalty: 2434.603516
	Iteration 0F: 3 clusters Score -91170.08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -91563.906250 Penalty: 2434.603516
	Iteration 1F: 3 clusters Score -91563.91 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -91644.250000 Penalty: 2434.603516
	Iteration 2F: 3 clusters Score -91644.25 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -91684.890625 Penalty: 2434.603516
	Iteration 3Q: 3 clusters Score -91684.89 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -91705.335938 Penalty: 2434.603516
	Iteration 4Q: 3 clusters Score -91705.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -91713.664062 Penalty: 2434.603516
	Iteration 5Q: 3 clusters Score -91713.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -91719.484375 Penalty: 2434.603516
	Iteration 6Q: 3 clusters Score -91719.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -91724.515625 Penalty: 2434.603516
	Iteration 7Q: 3 clusters Score -91724.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -91726.851562 Penalty: 2434.603516
	Iteration 8Q: 3 clusters Score -91726.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -91728.289062 Penalty: 2434.603516
	Iteration 9Q: 3 clusters Score -91728.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -91728.867188 Penalty: 2434.603516
	Iteration 10Q: 3 clusters Score -91728.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -91730.375000 Penalty: 2434.603516
	Iteration 11Q: 3 clusters Score -91730.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -91732.437500 Penalty: 2434.603516
	Iteration 12Q: 3 clusters Score -91732.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -91734.531250 Penalty: 2434.603516
	Iteration 13Q: 3 clusters Score -91734.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -91736.226562 Penalty: 2434.603516
	Iteration 14Q: 3 clusters Score -91736.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -91738.054688 Penalty: 2434.603516
	Iteration 15Q: 3 clusters Score -91738.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -91740.562500 Penalty: 2434.603516
	Iteration 16Q: 3 clusters Score -91740.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -91743.382812 Penalty: 2434.603516
	Iteration 17Q: 3 clusters Score -91743.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -91746.898438 Penalty: 2434.603516
	Iteration 18Q: 3 clusters Score -91746.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -91748.835938 Penalty: 2434.603516
	Iteration 19Q: 3 clusters Score -91748.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -91750.593750 Penalty: 2434.603516
	Iteration 20F: 3 clusters Score -91750.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -91751.460938 Penalty: 2434.603516
	Iteration 21Q: 3 clusters Score -91751.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -91751.742188 Penalty: 2434.603516
	Iteration 22Q: 3 clusters Score -91751.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -91752.742188 Penalty: 2434.603516
	Iteration 23Q: 3 clusters Score -91752.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -91753.695312 Penalty: 2434.603516
	Iteration 24Q: 3 clusters Score -91753.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -91754.859375 Penalty: 2434.603516
	Iteration 25Q: 3 clusters Score -91754.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -91756.546875 Penalty: 2434.603516
	Iteration 26Q: 3 clusters Score -91756.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -91759.390625 Penalty: 2434.603516
	Iteration 27Q: 3 clusters Score -91759.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -91761.906250 Penalty: 2434.603516
	Iteration 28Q: 3 clusters Score -91761.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -91765.750000 Penalty: 2434.603516
	Iteration 29Q: 3 clusters Score -91765.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -91772.562500 Penalty: 2434.603516
	Iteration 30Q: 3 clusters Score -91772.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -91776.562500 Penalty: 2434.603516
	Iteration 31Q: 3 clusters Score -91776.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -91779.007812 Penalty: 2434.603516
	Iteration 32Q: 3 clusters Score -91779.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -91780.187500 Penalty: 2434.603516
	Iteration 33Q: 3 clusters Score -91780.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -91782.210938 Penalty: 2434.603516
	Iteration 34Q: 3 clusters Score -91782.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -91783.320312 Penalty: 2434.603516
	Iteration 35Q: 3 clusters Score -91783.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -91784.132812 Penalty: 2434.603516
	Iteration 36Q: 3 clusters Score -91784.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -91784.320312 Penalty: 2434.603516
	Iteration 37Q: 3 clusters Score -91784.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -91784.320312 Penalty: 2434.603516
	Iteration 38F: 3 clusters Score -91784.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (317421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317421 members 
Entering Unmasked Estep 
Score: -16179109.000000 Penalty: 2058.547363
	Iteration 0F: 2 clusters Score -1.617911e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158394 members 
Mstep: Class 2 contains 159027 members 
Entering Unmasked Estep 
Score: -15964444.000000 Penalty: 4117.094727
	Iteration 0F: 3 clusters Score -1.596444e+07 nChanged 154926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149344 members 
Mstep: Class 2 contains 168077 members 
Entering Unmasked Estep 
Score: -16059607.000000 Penalty: 4117.094727
	Iteration 1F: 3 clusters Score -1.605961e+07 nChanged 11755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142813 members 
Mstep: Class 2 contains 174608 members 
Entering Unmasked Estep 
Score: -16063472.000000 Penalty: 4117.094727
	Iteration 2Q: 3 clusters Score -1.606347e+07 nChanged 14157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133300 members 
Mstep: Class 2 contains 184121 members 
Entering Unmasked Estep 
Score: -16069360.000000 Penalty: 4117.094727
	Iteration 3Q: 3 clusters Score -1.606936e+07 nChanged 17097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120221 members 
Mstep: Class 2 contains 197200 members 
Entering Unmasked Estep 
Score: -16078160.000000 Penalty: 4117.094727
	Iteration 4F: 3 clusters Score -1.607816e+07 nChanged 19783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103680 members 
Mstep: Class 2 contains 213741 members 
Entering Unmasked Estep 
Score: -16090245.000000 Penalty: 4117.094727
	Iteration 5F: 3 clusters Score -1.609024e+07 nChanged 21107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84653 members 
Mstep: Class 2 contains 232768 members 
Entering Unmasked Estep 
Score: -16105001.000000 Penalty: 4117.094727
	Iteration 6F: 3 clusters Score -1.6105e+07 nChanged 20818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64849 members 
Mstep: Class 2 contains 252572 members 
Entering Unmasked Estep 
Score: -16121485.000000 Penalty: 4117.094727
	Iteration 7F: 3 clusters Score -1.612148e+07 nChanged 19238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 271498 members 
Entering Unmasked Estep 
Score: -16137484.000000 Penalty: 4117.094727
	Iteration 8F: 3 clusters Score -1.613748e+07 nChanged 16049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 287469 members 
Entering Unmasked Estep 
Score: -16151408.000000 Penalty: 4117.094727
	Iteration 9F: 3 clusters Score -1.615141e+07 nChanged 12154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 299617 members 
Entering Unmasked Estep 
Score: -16162160.000000 Penalty: 4117.094727
	Iteration 10Q: 3 clusters Score -1.616216e+07 nChanged 8145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 307758 members 
Entering Unmasked Estep 
Score: -16169316.000000 Penalty: 4117.094727
	Iteration 11Q: 3 clusters Score -1.616932e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 312635 members 
Entering Unmasked Estep 
Score: -16173485.000000 Penalty: 4117.094727
	Iteration 12Q: 3 clusters Score -1.617348e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 315248 members 
Entering Unmasked Estep 
Score: -16175639.000000 Penalty: 4117.094727
	Iteration 13Q: 3 clusters Score -1.617564e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 316414 members 
Entering Unmasked Estep 
Score: -16176531.000000 Penalty: 4117.094727
	Iteration 14Q: 3 clusters Score -1.617653e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 316875 members 
Entering Unmasked Estep 
Score: -16176952.000000 Penalty: 4117.094727
	Iteration 15Q: 3 clusters Score -1.617695e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 317050 members 
Entering Unmasked Estep 
Score: -16177113.000000 Penalty: 4117.094727
	Iteration 16Q: 3 clusters Score -1.617711e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 317118 members 
Entering Unmasked Estep 
Score: -16177187.000000 Penalty: 4117.094727
	Iteration 17Q: 3 clusters Score -1.617719e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 317154 members 
Entering Unmasked Estep 
Score: -16177223.000000 Penalty: 4117.094727
	Iteration 18Q: 3 clusters Score -1.617722e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 317172 members 
Entering Unmasked Estep 
Score: -16177254.000000 Penalty: 4117.094727
	Iteration 19Q: 3 clusters Score -1.617725e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 317186 members 
Entering Unmasked Estep 
Score: -16177269.000000 Penalty: 4117.094727
	Iteration 20F: 3 clusters Score -1.617727e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 317194 members 
Entering Unmasked Estep 
Score: -16177271.000000 Penalty: 4117.094727
	Iteration 21Q: 3 clusters Score -1.617727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 317196 members 
Entering Unmasked Estep 
Score: -16177278.000000 Penalty: 4117.094727
	Iteration 22Q: 3 clusters Score -1.617728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 317199 members 
Entering Unmasked Estep 
Score: -16177279.000000 Penalty: 4117.094727
	Iteration 23Q: 3 clusters Score -1.617728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 317199 members 
Entering Unmasked Estep 
Score: -16177281.000000 Penalty: 4117.094727
	Iteration 24Q: 3 clusters Score -1.617728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 317200 members 
Entering Unmasked Estep 
Score: -16177284.000000 Penalty: 4117.094727
	Iteration 25Q: 3 clusters Score -1.617728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 317202 members 
Entering Unmasked Estep 
Score: -16177277.000000 Penalty: 4117.094727
	Iteration 26Q: 3 clusters Score -1.617728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 317201 members 
Entering Unmasked Estep 
Score: -16177279.000000 Penalty: 4117.094727
	Iteration 27Q: 3 clusters Score -1.617728e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 317201 members 
Entering Unmasked Estep 
Score: -16177279.000000 Penalty: 4117.094727
	Iteration 28F: 3 clusters Score -1.617728e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Entering Unmasked Estep 
Score: -653752.687500 Penalty: 1528.807007
	Iteration 0F: 2 clusters Score -653752.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -645202.812500 Penalty: 3057.614014
	Iteration 0F: 3 clusters Score -645202.8 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -647972.937500 Penalty: 3057.614014
	Iteration 1F: 3 clusters Score -647972.9 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -648256.312500 Penalty: 3057.614014
	Iteration 2F: 3 clusters Score -648256.3 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -648506.375000 Penalty: 3057.614014
	Iteration 3Q: 3 clusters Score -648506.4 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -648735.812500 Penalty: 3057.614014
	Iteration 4Q: 3 clusters Score -648735.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -648968.687500 Penalty: 3057.614014
	Iteration 5Q: 3 clusters Score -648968.7 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -649202.062500 Penalty: 3057.614014
	Iteration 6Q: 3 clusters Score -649202.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -649457.812500 Penalty: 3057.614014
	Iteration 7Q: 3 clusters Score -649457.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -649743.062500 Penalty: 3057.614014
	Iteration 8Q: 3 clusters Score -649743.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -650061.750000 Penalty: 3057.614014
	Iteration 9Q: 3 clusters Score -650061.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -650394.125000 Penalty: 3057.614014
	Iteration 10Q: 3 clusters Score -650394.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -650747.687500 Penalty: 3057.614014
	Iteration 11Q: 3 clusters Score -650747.7 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -651070.875000 Penalty: 3057.614014
	Iteration 12Q: 3 clusters Score -651070.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -651315.750000 Penalty: 3057.614014
	Iteration 13Q: 3 clusters Score -651315.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -651489.437500 Penalty: 3057.614014
	Iteration 14Q: 3 clusters Score -651489.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -651612.187500 Penalty: 3057.614014
	Iteration 15Q: 3 clusters Score -651612.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -651711.812500 Penalty: 3057.614014
	Iteration 16Q: 3 clusters Score -651711.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -651795.750000 Penalty: 3057.614014
	Iteration 17Q: 3 clusters Score -651795.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -651873.250000 Penalty: 3057.614014
	Iteration 18Q: 3 clusters Score -651873.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -651928.000000 Penalty: 3057.614014
	Iteration 19Q: 3 clusters Score -651928 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -651977.312500 Penalty: 3057.614014
	Iteration 20F: 3 clusters Score -651977.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -652032.562500 Penalty: 3057.614014
	Iteration 21Q: 3 clusters Score -652032.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -652082.312500 Penalty: 3057.614014
	Iteration 22Q: 3 clusters Score -652082.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -652139.562500 Penalty: 3057.614014
	Iteration 23Q: 3 clusters Score -652139.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -652188.437500 Penalty: 3057.614014
	Iteration 24Q: 3 clusters Score -652188.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -652229.875000 Penalty: 3057.614014
	Iteration 25Q: 3 clusters Score -652229.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -652272.000000 Penalty: 3057.614014
	Iteration 26Q: 3 clusters Score -652272 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -652310.250000 Penalty: 3057.614014
	Iteration 27Q: 3 clusters Score -652310.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -652339.562500 Penalty: 3057.614014
	Iteration 28Q: 3 clusters Score -652339.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -652362.812500 Penalty: 3057.614014
	Iteration 29Q: 3 clusters Score -652362.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -652373.250000 Penalty: 3057.614014
	Iteration 30Q: 3 clusters Score -652373.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -652381.937500 Penalty: 3057.614014
	Iteration 31Q: 3 clusters Score -652381.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -652388.750000 Penalty: 3057.614014
	Iteration 32Q: 3 clusters Score -652388.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -652396.375000 Penalty: 3057.614014
	Iteration 33Q: 3 clusters Score -652396.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -652400.187500 Penalty: 3057.614014
	Iteration 34Q: 3 clusters Score -652400.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -652405.625000 Penalty: 3057.614014
	Iteration 35Q: 3 clusters Score -652405.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -652410.312500 Penalty: 3057.614014
	Iteration 36Q: 3 clusters Score -652410.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -652412.937500 Penalty: 3057.614014
	Iteration 37Q: 3 clusters Score -652412.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -652416.687500 Penalty: 3057.614014
	Iteration 38Q: 3 clusters Score -652416.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -652419.000000 Penalty: 3057.614014
	Iteration 39Q: 3 clusters Score -652419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -652423.812500 Penalty: 3057.614014
	Iteration 40F: 3 clusters Score -652423.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -652426.312500 Penalty: 3057.614014
	Iteration 41Q: 3 clusters Score -652426.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -652428.000000 Penalty: 3057.614014
	Iteration 42Q: 3 clusters Score -652428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -652431.437500 Penalty: 3057.614014
	Iteration 43Q: 3 clusters Score -652431.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -652435.687500 Penalty: 3057.614014
	Iteration 44Q: 3 clusters Score -652435.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -652441.312500 Penalty: 3057.614014
	Iteration 45Q: 3 clusters Score -652441.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -652442.687500 Penalty: 3057.614014
	Iteration 46Q: 3 clusters Score -652442.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -652443.375000 Penalty: 3057.614014
	Iteration 47Q: 3 clusters Score -652443.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -652445.000000 Penalty: 3057.614014
	Iteration 48Q: 3 clusters Score -652445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -652445.000000 Penalty: 3057.614014
	Iteration 49F: 3 clusters Score -652445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Entering Unmasked Estep 
Score: -363884.500000 Penalty: 1438.952637
	Iteration 0F: 2 clusters Score -363884.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -358654.906250 Penalty: 2877.905273
	Iteration 0F: 3 clusters Score -358654.9 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -360175.593750 Penalty: 2877.905273
	Iteration 1F: 3 clusters Score -360175.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -360353.781250 Penalty: 2877.905273
	Iteration 2F: 3 clusters Score -360353.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -360461.687500 Penalty: 2877.905273
	Iteration 3Q: 3 clusters Score -360461.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -360530.062500 Penalty: 2877.905273
	Iteration 4Q: 3 clusters Score -360530.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -360587.593750 Penalty: 2877.905273
	Iteration 5Q: 3 clusters Score -360587.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -360638.187500 Penalty: 2877.905273
	Iteration 6Q: 3 clusters Score -360638.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -360678.468750 Penalty: 2877.905273
	Iteration 7Q: 3 clusters Score -360678.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -360713.093750 Penalty: 2877.905273
	Iteration 8Q: 3 clusters Score -360713.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -360742.906250 Penalty: 2877.905273
	Iteration 9Q: 3 clusters Score -360742.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -360772.843750 Penalty: 2877.905273
	Iteration 10Q: 3 clusters Score -360772.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -360815.093750 Penalty: 2877.905273
	Iteration 11Q: 3 clusters Score -360815.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -360862.875000 Penalty: 2877.905273
	Iteration 12Q: 3 clusters Score -360862.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -360924.312500 Penalty: 2877.905273
	Iteration 13Q: 3 clusters Score -360924.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -360994.937500 Penalty: 2877.905273
	Iteration 14Q: 3 clusters Score -360994.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -361083.812500 Penalty: 2877.905273
	Iteration 15Q: 3 clusters Score -361083.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -361188.343750 Penalty: 2877.905273
	Iteration 16Q: 3 clusters Score -361188.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -361313.812500 Penalty: 2877.905273
	Iteration 17Q: 3 clusters Score -361313.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -361452.968750 Penalty: 2877.905273
	Iteration 18Q: 3 clusters Score -361453 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -361608.375000 Penalty: 2877.905273
	Iteration 19Q: 3 clusters Score -361608.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -361786.531250 Penalty: 2877.905273
	Iteration 20F: 3 clusters Score -361786.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -361958.062500 Penalty: 2877.905273
	Iteration 21Q: 3 clusters Score -361958.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -362111.875000 Penalty: 2877.905273
	Iteration 22Q: 3 clusters Score -362111.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -362226.156250 Penalty: 2877.905273
	Iteration 23Q: 3 clusters Score -362226.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -362346.281250 Penalty: 2877.905273
	Iteration 24Q: 3 clusters Score -362346.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -362438.062500 Penalty: 2877.905273
	Iteration 25Q: 3 clusters Score -362438.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -362494.343750 Penalty: 2877.905273
	Iteration 26Q: 3 clusters Score -362494.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -362520.531250 Penalty: 2877.905273
	Iteration 27Q: 3 clusters Score -362520.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -362547.093750 Penalty: 2877.905273
	Iteration 28Q: 3 clusters Score -362547.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -362566.843750 Penalty: 2877.905273
	Iteration 29Q: 3 clusters Score -362566.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -362574.375000 Penalty: 2877.905273
	Iteration 30Q: 3 clusters Score -362574.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -362581.437500 Penalty: 2877.905273
	Iteration 31Q: 3 clusters Score -362581.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -362585.593750 Penalty: 2877.905273
	Iteration 32Q: 3 clusters Score -362585.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -362589.562500 Penalty: 2877.905273
	Iteration 33Q: 3 clusters Score -362589.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -362591.906250 Penalty: 2877.905273
	Iteration 34Q: 3 clusters Score -362591.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -362596.156250 Penalty: 2877.905273
	Iteration 35Q: 3 clusters Score -362596.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -362599.062500 Penalty: 2877.905273
	Iteration 36Q: 3 clusters Score -362599.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -362603.500000 Penalty: 2877.905273
	Iteration 37Q: 3 clusters Score -362603.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -362607.562500 Penalty: 2877.905273
	Iteration 38Q: 3 clusters Score -362607.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -362609.687500 Penalty: 2877.905273
	Iteration 39Q: 3 clusters Score -362609.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -362610.593750 Penalty: 2877.905273
	Iteration 40F: 3 clusters Score -362610.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Entering Unmasked Estep 
Score: -476538.343750 Penalty: 1477.469482
	Iteration 0F: 2 clusters Score -476538.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -470162.781250 Penalty: 2954.938965
	Iteration 0F: 3 clusters Score -470162.8 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -472256.125000 Penalty: 2954.938965
	Iteration 1F: 3 clusters Score -472256.1 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -472572.437500 Penalty: 2954.938965
	Iteration 2F: 3 clusters Score -472572.4 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -472916.812500 Penalty: 2954.938965
	Iteration 3F: 3 clusters Score -472916.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -473375.468750 Penalty: 2954.938965
	Iteration 4F: 3 clusters Score -473375.5 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -473968.875000 Penalty: 2954.938965
	Iteration 5F: 3 clusters Score -473968.9 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -474562.093750 Penalty: 2954.938965
	Iteration 6F: 3 clusters Score -474562.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -475044.656250 Penalty: 2954.938965
	Iteration 7F: 3 clusters Score -475044.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -475334.750000 Penalty: 2954.938965
	Iteration 8Q: 3 clusters Score -475334.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -475502.875000 Penalty: 2954.938965
	Iteration 9Q: 3 clusters Score -475502.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -475579.687500 Penalty: 2954.938965
	Iteration 10Q: 3 clusters Score -475579.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -475625.218750 Penalty: 2954.938965
	Iteration 11Q: 3 clusters Score -475625.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -475641.093750 Penalty: 2954.938965
	Iteration 12Q: 3 clusters Score -475641.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -475651.343750 Penalty: 2954.938965
	Iteration 13Q: 3 clusters Score -475651.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -475658.156250 Penalty: 2954.938965
	Iteration 14Q: 3 clusters Score -475658.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -475666.718750 Penalty: 2954.938965
	Iteration 15Q: 3 clusters Score -475666.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -475671.781250 Penalty: 2954.938965
	Iteration 16Q: 3 clusters Score -475671.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -475673.625000 Penalty: 2954.938965
	Iteration 17Q: 3 clusters Score -475673.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -475675.343750 Penalty: 2954.938965
	Iteration 18Q: 3 clusters Score -475675.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -475676.468750 Penalty: 2954.938965
	Iteration 19Q: 3 clusters Score -475676.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -475676.718750 Penalty: 2954.938965
	Iteration 20F: 3 clusters Score -475676.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -475676.687500 Penalty: 2954.938965
	Iteration 21Q: 3 clusters Score -475676.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -475676.687500 Penalty: 2954.938965
	Iteration 22F: 3 clusters Score -475676.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Entering Unmasked Estep 
Score: -265864.718750 Penalty: 1399.885986
	Iteration 0F: 2 clusters Score -265864.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -261569.140625 Penalty: 2799.771973
	Iteration 0F: 3 clusters Score -261569.1 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -262837.937500 Penalty: 2799.771973
	Iteration 1F: 3 clusters Score -262837.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -263092.187500 Penalty: 2799.771973
	Iteration 2F: 3 clusters Score -263092.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -263297.781250 Penalty: 2799.771973
	Iteration 3F: 3 clusters Score -263297.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -263482.875000 Penalty: 2799.771973
	Iteration 4F: 3 clusters Score -263482.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -263639.843750 Penalty: 2799.771973
	Iteration 5Q: 3 clusters Score -263639.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -263767.718750 Penalty: 2799.771973
	Iteration 6Q: 3 clusters Score -263767.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -263884.125000 Penalty: 2799.771973
	Iteration 7Q: 3 clusters Score -263884.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -263987.218750 Penalty: 2799.771973
	Iteration 8Q: 3 clusters Score -263987.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -264074.718750 Penalty: 2799.771973
	Iteration 9Q: 3 clusters Score -264074.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -264151.093750 Penalty: 2799.771973
	Iteration 10Q: 3 clusters Score -264151.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -264237.562500 Penalty: 2799.771973
	Iteration 11Q: 3 clusters Score -264237.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -264321.562500 Penalty: 2799.771973
	Iteration 12Q: 3 clusters Score -264321.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -264430.468750 Penalty: 2799.771973
	Iteration 13Q: 3 clusters Score -264430.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -264524.562500 Penalty: 2799.771973
	Iteration 14Q: 3 clusters Score -264524.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -264598.593750 Penalty: 2799.771973
	Iteration 15Q: 3 clusters Score -264598.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -264665.562500 Penalty: 2799.771973
	Iteration 16Q: 3 clusters Score -264665.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -264735.062500 Penalty: 2799.771973
	Iteration 17Q: 3 clusters Score -264735.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -264799.468750 Penalty: 2799.771973
	Iteration 18Q: 3 clusters Score -264799.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -264842.250000 Penalty: 2799.771973
	Iteration 19Q: 3 clusters Score -264842.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -264873.312500 Penalty: 2799.771973
	Iteration 20F: 3 clusters Score -264873.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -264904.031250 Penalty: 2799.771973
	Iteration 21Q: 3 clusters Score -264904 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -264932.093750 Penalty: 2799.771973
	Iteration 22Q: 3 clusters Score -264932.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -264954.906250 Penalty: 2799.771973
	Iteration 23Q: 3 clusters Score -264954.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -264976.281250 Penalty: 2799.771973
	Iteration 24Q: 3 clusters Score -264976.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -264996.562500 Penalty: 2799.771973
	Iteration 25Q: 3 clusters Score -264996.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -265020.843750 Penalty: 2799.771973
	Iteration 26Q: 3 clusters Score -265020.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -265036.093750 Penalty: 2799.771973
	Iteration 27Q: 3 clusters Score -265036.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -265054.750000 Penalty: 2799.771973
	Iteration 28Q: 3 clusters Score -265054.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -265067.468750 Penalty: 2799.771973
	Iteration 29Q: 3 clusters Score -265067.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -265079.343750 Penalty: 2799.771973
	Iteration 30Q: 3 clusters Score -265079.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -265091.437500 Penalty: 2799.771973
	Iteration 31Q: 3 clusters Score -265091.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -265101.312500 Penalty: 2799.771973
	Iteration 32Q: 3 clusters Score -265101.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -265106.875000 Penalty: 2799.771973
	Iteration 33Q: 3 clusters Score -265106.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -265112.218750 Penalty: 2799.771973
	Iteration 34Q: 3 clusters Score -265112.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -265120.625000 Penalty: 2799.771973
	Iteration 35Q: 3 clusters Score -265120.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -265129.031250 Penalty: 2799.771973
	Iteration 36Q: 3 clusters Score -265129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -265133.281250 Penalty: 2799.771973
	Iteration 37Q: 3 clusters Score -265133.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -265136.968750 Penalty: 2799.771973
	Iteration 38Q: 3 clusters Score -265137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -265139.656250 Penalty: 2799.771973
	Iteration 39Q: 3 clusters Score -265139.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -265142.687500 Penalty: 2799.771973
	Iteration 40F: 3 clusters Score -265142.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -265147.750000 Penalty: 2799.771973
	Iteration 41Q: 3 clusters Score -265147.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -265149.125000 Penalty: 2799.771973
	Iteration 42Q: 3 clusters Score -265149.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -265149.125000 Penalty: 2799.771973
	Iteration 43Q: 3 clusters Score -265149.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -265149.750000 Penalty: 2799.771973
	Iteration 44Q: 3 clusters Score -265149.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -265150.187500 Penalty: 2799.771973
	Iteration 45Q: 3 clusters Score -265150.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -265150.343750 Penalty: 2799.771973
	Iteration 46Q: 3 clusters Score -265150.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -265150.343750 Penalty: 2799.771973
	Iteration 47F: 3 clusters Score -265150.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55605 members 
Mstep: Class 4 contains 3277 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15324 members 
Mstep: Class 7 contains 9088 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 14 contains 2424 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317421 members 
Mstep: Class 17 contains 12186 members 
Mstep: Class 18 contains 7010 members 
Mstep: Class 20 contains 8885 members 
Mstep: Class 21 contains 5512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154684.000000 Penalty: 33916.507812
Iteration 199Q: 17 clusters Score -2.315468e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55599 members 
Mstep: Class 4 contains 3276 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15325 members 
Mstep: Class 7 contains 9079 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 14 contains 2424 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317441 members 
Mstep: Class 17 contains 12186 members 
Mstep: Class 18 contains 7007 members 
Mstep: Class 20 contains 8885 members 
Mstep: Class 21 contains 5510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154708.000000 Penalty: 33916.507812
Iteration 200F: 17 clusters Score -2.315471e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55599 members 
Mstep: Class 4 contains 3277 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15325 members 
Mstep: Class 7 contains 9069 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 14 contains 2424 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317456 members 
Mstep: Class 17 contains 12186 members 
Mstep: Class 18 contains 7003 members 
Mstep: Class 20 contains 8884 members 
Mstep: Class 21 contains 5509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154728.000000 Penalty: 33916.507812
Iteration 201Q: 17 clusters Score -2.315473e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55600 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15325 members 
Mstep: Class 7 contains 9058 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 14 contains 2424 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317470 members 
Mstep: Class 17 contains 12185 members 
Mstep: Class 18 contains 6999 members 
Mstep: Class 20 contains 8885 members 
Mstep: Class 21 contains 5508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154740.000000 Penalty: 33916.507812
Iteration 202Q: 17 clusters Score -2.315474e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55599 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15323 members 
Mstep: Class 7 contains 9051 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 14 contains 2424 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317482 members 
Mstep: Class 17 contains 12184 members 
Mstep: Class 18 contains 6997 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 5507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154752.000000 Penalty: 33916.507812
Iteration 203Q: 17 clusters Score -2.315475e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55600 members 
Mstep: Class 4 contains 3280 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15323 members 
Mstep: Class 7 contains 9044 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 14 contains 2424 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317488 members 
Mstep: Class 17 contains 12184 members 
Mstep: Class 18 contains 6994 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 5507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154746.000000 Penalty: 33916.507812
Iteration 204Q: 17 clusters Score -2.315475e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55600 members 
Mstep: Class 4 contains 3281 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15323 members 
Mstep: Class 7 contains 9040 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 14 contains 2423 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317495 members 
Mstep: Class 17 contains 12184 members 
Mstep: Class 18 contains 6992 members 
Mstep: Class 20 contains 8889 members 
Mstep: Class 21 contains 5505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154752.000000 Penalty: 33916.507812
Iteration 205Q: 17 clusters Score -2.315475e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55600 members 
Mstep: Class 4 contains 3280 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15323 members 
Mstep: Class 7 contains 9035 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 14 contains 2424 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317506 members 
Mstep: Class 17 contains 12184 members 
Mstep: Class 18 contains 6991 members 
Mstep: Class 20 contains 8889 members 
Mstep: Class 21 contains 5500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154736.000000 Penalty: 33916.507812
Iteration 206Q: 17 clusters Score -2.315474e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55597 members 
Mstep: Class 4 contains 3281 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15323 members 
Mstep: Class 7 contains 9029 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 14 contains 2426 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317514 members 
Mstep: Class 17 contains 12184 members 
Mstep: Class 18 contains 6991 members 
Mstep: Class 20 contains 8889 members 
Mstep: Class 21 contains 5498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154742.000000 Penalty: 33916.507812
Iteration 207Q: 17 clusters Score -2.315474e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55597 members 
Mstep: Class 4 contains 3283 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15320 members 
Mstep: Class 7 contains 9019 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 14 contains 2424 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317530 members 
Mstep: Class 17 contains 12184 members 
Mstep: Class 18 contains 6991 members 
Mstep: Class 20 contains 8889 members 
Mstep: Class 21 contains 5495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154698.000000 Penalty: 33916.507812
Iteration 208Q: 17 clusters Score -2.31547e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55595 members 
Mstep: Class 4 contains 3287 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15314 members 
Mstep: Class 7 contains 9009 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 14 contains 2420 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317550 members 
Mstep: Class 17 contains 12184 members 
Mstep: Class 18 contains 6991 members 
Mstep: Class 20 contains 8889 members 
Mstep: Class 21 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154696.000000 Penalty: 33916.507812
Iteration 209Q: 17 clusters Score -2.31547e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55593 members 
Mstep: Class 4 contains 3287 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15313 members 
Mstep: Class 7 contains 9005 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 14 contains 2420 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317558 members 
Mstep: Class 17 contains 12185 members 
Mstep: Class 18 contains 6990 members 
Mstep: Class 20 contains 8889 members 
Mstep: Class 21 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154716.000000 Penalty: 33916.507812
Iteration 210Q: 17 clusters Score -2.315472e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55589 members 
Mstep: Class 4 contains 3287 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15308 members 
Mstep: Class 7 contains 9001 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 14 contains 2418 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317573 members 
Mstep: Class 17 contains 12185 members 
Mstep: Class 18 contains 6990 members 
Mstep: Class 20 contains 8889 members 
Mstep: Class 21 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154706.000000 Penalty: 33916.507812
Iteration 211Q: 17 clusters Score -2.315471e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55588 members 
Mstep: Class 4 contains 3288 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15304 members 
Mstep: Class 7 contains 8996 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 14 contains 2416 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317583 members 
Mstep: Class 17 contains 12186 members 
Mstep: Class 18 contains 6990 members 
Mstep: Class 20 contains 8889 members 
Mstep: Class 21 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154696.000000 Penalty: 33916.507812
Iteration 212Q: 17 clusters Score -2.31547e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55585 members 
Mstep: Class 4 contains 3290 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15295 members 
Mstep: Class 7 contains 8994 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 14 contains 2418 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317594 members 
Mstep: Class 17 contains 12187 members 
Mstep: Class 18 contains 6990 members 
Mstep: Class 20 contains 8889 members 
Mstep: Class 21 contains 5491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154694.000000 Penalty: 33916.507812
Iteration 213Q: 17 clusters Score -2.315469e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55584 members 
Mstep: Class 4 contains 3291 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15289 members 
Mstep: Class 7 contains 8993 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 14 contains 2418 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317602 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 6989 members 
Mstep: Class 20 contains 8889 members 
Mstep: Class 21 contains 5490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154704.000000 Penalty: 33916.507812
Iteration 214Q: 17 clusters Score -2.31547e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55582 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15280 members 
Mstep: Class 7 contains 8991 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 14 contains 2418 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317616 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 6987 members 
Mstep: Class 20 contains 8889 members 
Mstep: Class 21 contains 5489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154702.000000 Penalty: 33916.507812
Iteration 215Q: 17 clusters Score -2.31547e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55580 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15271 members 
Mstep: Class 7 contains 8993 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 14 contains 2418 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 317626 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 6987 members 
Mstep: Class 20 contains 8889 members 
Mstep: Class 21 contains 5487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154710.000000 Penalty: 33916.507812
Iteration 216Q: 17 clusters Score -2.315471e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55581 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15262 members 
Mstep: Class 7 contains 8994 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 14 contains 2418 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317634 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 6987 members 
Mstep: Class 20 contains 8889 members 
Mstep: Class 21 contains 5486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154688.000000 Penalty: 33916.507812
Iteration 217Q: 17 clusters Score -2.315469e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 55577 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15252 members 
Mstep: Class 7 contains 8995 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 14 contains 2418 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317647 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 6985 members 
Mstep: Class 20 contains 8889 members 
Mstep: Class 21 contains 5486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154660.000000 Penalty: 33916.507812
Iteration 218Q: 17 clusters Score -2.315466e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 55572 members 
Mstep: Class 4 contains 3297 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15242 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 14 contains 2417 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317661 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 6984 members 
Mstep: Class 20 contains 8889 members 
Mstep: Class 21 contains 5484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154646.000000 Penalty: 33916.507812
Iteration 219Q: 17 clusters Score -2.315465e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4383 members 
Mstep: Class 3 contains 55568 members 
Mstep: Class 4 contains 3301 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15235 members 
Mstep: Class 7 contains 8995 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 14 contains 2415 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317674 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 6984 members 
Mstep: Class 20 contains 8889 members 
Mstep: Class 21 contains 5484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154650.000000 Penalty: 33916.507812
Iteration 220F: 17 clusters Score -2.315465e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4383 members 
Mstep: Class 3 contains 55564 members 
Mstep: Class 4 contains 3303 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15232 members 
Mstep: Class 7 contains 8994 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 14 contains 2416 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317678 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 6984 members 
Mstep: Class 20 contains 8890 members 
Mstep: Class 21 contains 5484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154658.000000 Penalty: 33916.507812
Iteration 221Q: 17 clusters Score -2.315466e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4383 members 
Mstep: Class 3 contains 55559 members 
Mstep: Class 4 contains 3304 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15230 members 
Mstep: Class 7 contains 8993 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 14 contains 2417 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317683 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 6984 members 
Mstep: Class 20 contains 8891 members 
Mstep: Class 21 contains 5484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154646.000000 Penalty: 33916.507812
Iteration 222Q: 17 clusters Score -2.315465e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4383 members 
Mstep: Class 3 contains 55548 members 
Mstep: Class 4 contains 3305 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15230 members 
Mstep: Class 7 contains 8993 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 14 contains 2419 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317690 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 6984 members 
Mstep: Class 20 contains 8892 members 
Mstep: Class 21 contains 5484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154652.000000 Penalty: 33916.507812
Iteration 223Q: 17 clusters Score -2.315465e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55537 members 
Mstep: Class 4 contains 3308 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15229 members 
Mstep: Class 7 contains 8993 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 14 contains 2420 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317696 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 6984 members 
Mstep: Class 20 contains 8893 members 
Mstep: Class 21 contains 5484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154648.000000 Penalty: 33916.507812
Iteration 224Q: 17 clusters Score -2.315465e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55527 members 
Mstep: Class 4 contains 3309 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15228 members 
Mstep: Class 7 contains 8993 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 14 contains 2420 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317704 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 6984 members 
Mstep: Class 20 contains 8895 members 
Mstep: Class 21 contains 5484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154656.000000 Penalty: 33916.507812
Iteration 225Q: 17 clusters Score -2.315466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55524 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15228 members 
Mstep: Class 7 contains 8993 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 14 contains 2420 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317706 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 6984 members 
Mstep: Class 20 contains 8895 members 
Mstep: Class 21 contains 5484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154646.000000 Penalty: 33916.507812
Iteration 226Q: 17 clusters Score -2.315465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55521 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15228 members 
Mstep: Class 7 contains 8993 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 14 contains 2420 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317707 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 6984 members 
Mstep: Class 20 contains 8897 members 
Mstep: Class 21 contains 5484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154640.000000 Penalty: 33916.507812
Iteration 227Q: 17 clusters Score -2.315464e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55520 members 
Mstep: Class 4 contains 3309 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15227 members 
Mstep: Class 7 contains 8993 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 14 contains 2420 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317707 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 6984 members 
Mstep: Class 20 contains 8900 members 
Mstep: Class 21 contains 5484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154652.000000 Penalty: 33916.507812
Iteration 228Q: 17 clusters Score -2.315465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55519 members 
Mstep: Class 4 contains 3309 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15227 members 
Mstep: Class 7 contains 8993 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 14 contains 2420 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317707 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 6983 members 
Mstep: Class 20 contains 8902 members 
Mstep: Class 21 contains 5484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154646.000000 Penalty: 33916.507812
Iteration 229Q: 17 clusters Score -2.315465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55517 members 
Mstep: Class 4 contains 3309 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15227 members 
Mstep: Class 7 contains 8993 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 14 contains 2420 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317707 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 6982 members 
Mstep: Class 20 contains 8905 members 
Mstep: Class 21 contains 5484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154652.000000 Penalty: 33916.507812
Iteration 230Q: 17 clusters Score -2.315465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55516 members 
Mstep: Class 4 contains 3309 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15227 members 
Mstep: Class 7 contains 8994 members 
Mstep: Class 8 contains 6448 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 14 contains 2420 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317708 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 6981 members 
Mstep: Class 20 contains 8906 members 
Mstep: Class 21 contains 5484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154656.000000 Penalty: 33916.507812
Iteration 231Q: 17 clusters Score -2.315466e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55515 members 
Mstep: Class 4 contains 3309 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15227 members 
Mstep: Class 7 contains 8994 members 
Mstep: Class 8 contains 6444 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 14 contains 2420 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317713 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 6979 members 
Mstep: Class 20 contains 8908 members 
Mstep: Class 21 contains 5484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154660.000000 Penalty: 33916.507812
Iteration 232Q: 17 clusters Score -2.315466e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55513 members 
Mstep: Class 4 contains 3309 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 15227 members 
Mstep: Class 7 contains 8994 members 
Mstep: Class 8 contains 6438 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 14 contains 2420 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317721 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 6978 members 
Mstep: Class 20 contains 8909 members 
Mstep: Class 21 contains 5484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154644.000000 Penalty: 33916.507812
Iteration 233Q: 17 clusters Score -2.315464e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4383 members 
Mstep: Class 3 contains 55513 members 
Mstep: Class 4 contains 3309 members 
Mstep: Class 5 contains 5530 members 
Mstep: Class 6 contains 15226 members 
Mstep: Class 7 contains 8994 members 
Mstep: Class 8 contains 6436 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 14 contains 2420 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317724 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 6977 members 
Mstep: Class 20 contains 8910 members 
Mstep: Class 21 contains 5484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154632.000000 Penalty: 33916.507812
Iteration 234Q: 17 clusters Score -2.315463e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4383 members 
Mstep: Class 3 contains 55512 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 5531 members 
Mstep: Class 6 contains 15225 members 
Mstep: Class 7 contains 8994 members 
Mstep: Class 8 contains 6434 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 14 contains 2419 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317726 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 6976 members 
Mstep: Class 20 contains 8912 members 
Mstep: Class 21 contains 5484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154642.000000 Penalty: 33916.507812
Iteration 235Q: 17 clusters Score -2.315464e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55510 members 
Mstep: Class 4 contains 3312 members 
Mstep: Class 5 contains 5533 members 
Mstep: Class 6 contains 15224 members 
Mstep: Class 7 contains 8994 members 
Mstep: Class 8 contains 6433 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 14 contains 2419 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317726 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 6973 members 
Mstep: Class 20 contains 8914 members 
Mstep: Class 21 contains 5484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154642.000000 Penalty: 33916.507812
Iteration 236Q: 17 clusters Score -2.315464e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55506 members 
Mstep: Class 4 contains 3313 members 
Mstep: Class 5 contains 5534 members 
Mstep: Class 6 contains 15223 members 
Mstep: Class 7 contains 8994 members 
Mstep: Class 8 contains 6433 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 14 contains 2419 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317730 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 6971 members 
Mstep: Class 20 contains 8915 members 
Mstep: Class 21 contains 5484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154650.000000 Penalty: 33916.507812
Iteration 237Q: 17 clusters Score -2.315465e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55503 members 
Mstep: Class 4 contains 3315 members 
Mstep: Class 5 contains 5534 members 
Mstep: Class 6 contains 15223 members 
Mstep: Class 7 contains 8994 members 
Mstep: Class 8 contains 6432 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 14 contains 2419 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317734 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 6967 members 
Mstep: Class 20 contains 8917 members 
Mstep: Class 21 contains 5484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154660.000000 Penalty: 33916.507812
Iteration 238Q: 17 clusters Score -2.315466e+07 nChanged 14
Entering ConstructFrom: 
Score: -23154660.000000 Penalty: 33916.507812
Entering ConstructFrom: 
Trying to split cluster 1 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -64985.816406 Penalty: 1176.138916
	Iteration 0F: 2 clusters Score -64985.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -63291.292969 Penalty: 2352.277832
	Iteration 0F: 3 clusters Score -63291.29 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -63597.164062 Penalty: 2352.277832
	Iteration 1F: 3 clusters Score -63597.16 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -63670.906250 Penalty: 2352.277832
	Iteration 2F: 3 clusters Score -63670.91 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -63706.492188 Penalty: 2352.277832
	Iteration 3Q: 3 clusters Score -63706.49 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -63738.113281 Penalty: 2352.277832
	Iteration 4Q: 3 clusters Score -63738.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -63757.714844 Penalty: 2352.277832
	Iteration 5Q: 3 clusters Score -63757.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -63771.562500 Penalty: 2352.277832
	Iteration 6Q: 3 clusters Score -63771.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -63788.867188 Penalty: 2352.277832
	Iteration 7Q: 3 clusters Score -63788.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -63806.828125 Penalty: 2352.277832
	Iteration 8Q: 3 clusters Score -63806.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -63826.445312 Penalty: 2352.277832
	Iteration 9Q: 3 clusters Score -63826.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -63839.496094 Penalty: 2352.277832
	Iteration 10Q: 3 clusters Score -63839.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -63845.597656 Penalty: 2352.277832
	Iteration 11Q: 3 clusters Score -63845.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -63850.925781 Penalty: 2352.277832
	Iteration 12Q: 3 clusters Score -63850.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -63855.949219 Penalty: 2352.277832
	Iteration 13Q: 3 clusters Score -63855.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -63858.964844 Penalty: 2352.277832
	Iteration 14Q: 3 clusters Score -63858.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -63860.851562 Penalty: 2352.277832
	Iteration 15Q: 3 clusters Score -63860.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -63861.824219 Penalty: 2352.277832
	Iteration 16Q: 3 clusters Score -63861.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -63863.421875 Penalty: 2352.277832
	Iteration 17Q: 3 clusters Score -63863.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -63863.671875 Penalty: 2352.277832
	Iteration 18Q: 3 clusters Score -63863.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -63863.671875 Penalty: 2352.277832
	Iteration 19F: 3 clusters Score -63863.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Entering Unmasked Estep 
Score: -219861.890625 Penalty: 1362.678955
	Iteration 0F: 2 clusters Score -219861.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -216296.796875 Penalty: 2725.357910
	Iteration 0F: 3 clusters Score -216296.8 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -217246.093750 Penalty: 2725.357910
	Iteration 1F: 3 clusters Score -217246.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -217425.484375 Penalty: 2725.357910
	Iteration 2F: 3 clusters Score -217425.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -217562.562500 Penalty: 2725.357910
	Iteration 3F: 3 clusters Score -217562.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -217675.390625 Penalty: 2725.357910
	Iteration 4Q: 3 clusters Score -217675.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -217757.890625 Penalty: 2725.357910
	Iteration 5Q: 3 clusters Score -217757.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -217822.531250 Penalty: 2725.357910
	Iteration 6Q: 3 clusters Score -217822.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -217903.656250 Penalty: 2725.357910
	Iteration 7Q: 3 clusters Score -217903.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -217989.546875 Penalty: 2725.357910
	Iteration 8Q: 3 clusters Score -217989.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -218093.187500 Penalty: 2725.357910
	Iteration 9Q: 3 clusters Score -218093.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -218224.703125 Penalty: 2725.357910
	Iteration 10Q: 3 clusters Score -218224.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -218366.531250 Penalty: 2725.357910
	Iteration 11Q: 3 clusters Score -218366.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -218466.453125 Penalty: 2725.357910
	Iteration 12Q: 3 clusters Score -218466.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -218544.281250 Penalty: 2725.357910
	Iteration 13Q: 3 clusters Score -218544.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -218592.500000 Penalty: 2725.357910
	Iteration 14Q: 3 clusters Score -218592.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -218621.000000 Penalty: 2725.357910
	Iteration 15Q: 3 clusters Score -218621 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -218641.000000 Penalty: 2725.357910
	Iteration 16Q: 3 clusters Score -218641 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -218662.812500 Penalty: 2725.357910
	Iteration 17Q: 3 clusters Score -218662.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -218679.437500 Penalty: 2725.357910
	Iteration 18Q: 3 clusters Score -218679.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -218691.156250 Penalty: 2725.357910
	Iteration 19Q: 3 clusters Score -218691.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -218701.687500 Penalty: 2725.357910
	Iteration 20F: 3 clusters Score -218701.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -218709.593750 Penalty: 2725.357910
	Iteration 21Q: 3 clusters Score -218709.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -218719.437500 Penalty: 2725.357910
	Iteration 22Q: 3 clusters Score -218719.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -218731.468750 Penalty: 2725.357910
	Iteration 23Q: 3 clusters Score -218731.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -218741.171875 Penalty: 2725.357910
	Iteration 24Q: 3 clusters Score -218741.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -218749.531250 Penalty: 2725.357910
	Iteration 25Q: 3 clusters Score -218749.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -218753.593750 Penalty: 2725.357910
	Iteration 26Q: 3 clusters Score -218753.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -218758.562500 Penalty: 2725.357910
	Iteration 27Q: 3 clusters Score -218758.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -218762.171875 Penalty: 2725.357910
	Iteration 28Q: 3 clusters Score -218762.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -218765.468750 Penalty: 2725.357910
	Iteration 29Q: 3 clusters Score -218765.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -218767.781250 Penalty: 2725.357910
	Iteration 30Q: 3 clusters Score -218767.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -218769.187500 Penalty: 2725.357910
	Iteration 31Q: 3 clusters Score -218769.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -218770.484375 Penalty: 2725.357910
	Iteration 32Q: 3 clusters Score -218770.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -218772.843750 Penalty: 2725.357910
	Iteration 33Q: 3 clusters Score -218772.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -218776.500000 Penalty: 2725.357910
	Iteration 34Q: 3 clusters Score -218776.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -218778.968750 Penalty: 2725.357910
	Iteration 35Q: 3 clusters Score -218779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -218780.671875 Penalty: 2725.357910
	Iteration 36Q: 3 clusters Score -218780.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -218781.187500 Penalty: 2725.357910
	Iteration 37Q: 3 clusters Score -218781.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -218781.703125 Penalty: 2725.357910
	Iteration 38Q: 3 clusters Score -218781.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -218782.296875 Penalty: 2725.357910
	Iteration 39Q: 3 clusters Score -218782.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -218784.062500 Penalty: 2725.357910
	Iteration 40F: 3 clusters Score -218784.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -218784.640625 Penalty: 2725.357910
	Iteration 41Q: 3 clusters Score -218784.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -218786.359375 Penalty: 2725.357910
	Iteration 42Q: 3 clusters Score -218786.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -218787.437500 Penalty: 2725.357910
	Iteration 43Q: 3 clusters Score -218787.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -218788.406250 Penalty: 2725.357910
	Iteration 44Q: 3 clusters Score -218788.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -218791.187500 Penalty: 2725.357910
	Iteration 45Q: 3 clusters Score -218791.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -218793.015625 Penalty: 2725.357910
	Iteration 46Q: 3 clusters Score -218793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -218795.046875 Penalty: 2725.357910
	Iteration 47Q: 3 clusters Score -218795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -218796.671875 Penalty: 2725.357910
	Iteration 48Q: 3 clusters Score -218796.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -218796.781250 Penalty: 2725.357910
	Iteration 49Q: 3 clusters Score -218796.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -218797.906250 Penalty: 2725.357910
	Iteration 50Q: 3 clusters Score -218797.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -218797.609375 Penalty: 2725.357910
	Iteration 51Q: 3 clusters Score -218797.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -218797.812500 Penalty: 2725.357910
	Iteration 52Q: 3 clusters Score -218797.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -218797.812500 Penalty: 2725.357910
	Iteration 53F: 3 clusters Score -218797.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (55501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55501 members 
Entering Unmasked Estep 
Score: -2890375.250000 Penalty: 1775.175415
	Iteration 0F: 2 clusters Score -2890375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -2853010.250000 Penalty: 3550.350830
	Iteration 0F: 3 clusters Score -2853010 nChanged 26347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -2867883.750000 Penalty: 3550.350830
	Iteration 1F: 3 clusters Score -2867884 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -2868397.750000 Penalty: 3550.350830
	Iteration 2Q: 3 clusters Score -2868398 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -2869122.250000 Penalty: 3550.350830
	Iteration 3Q: 3 clusters Score -2869122 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -2870250.000000 Penalty: 3550.350830
	Iteration 4Q: 3 clusters Score -2870250 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -2872230.250000 Penalty: 3550.350830
	Iteration 5F: 3 clusters Score -2872230 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2875388.500000 Penalty: 3550.350830
	Iteration 6F: 3 clusters Score -2875388 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -2879475.000000 Penalty: 3550.350830
	Iteration 7F: 3 clusters Score -2879475 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47706 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -2883567.750000 Penalty: 3550.350830
	Iteration 8F: 3 clusters Score -2883568 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50833 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -2886523.000000 Penalty: 3550.350830
	Iteration 9F: 3 clusters Score -2886523 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52774 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2888278.500000 Penalty: 3550.350830
	Iteration 10Q: 3 clusters Score -2888278 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53752 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2889076.750000 Penalty: 3550.350830
	Iteration 11Q: 3 clusters Score -2889077 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54190 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2889441.000000 Penalty: 3550.350830
	Iteration 12Q: 3 clusters Score -2889441 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54397 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2889602.750000 Penalty: 3550.350830
	Iteration 13Q: 3 clusters Score -2889603 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54497 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2889694.250000 Penalty: 3550.350830
	Iteration 14Q: 3 clusters Score -2889694 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54569 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2889747.000000 Penalty: 3550.350830
	Iteration 15Q: 3 clusters Score -2889747 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54613 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2889781.750000 Penalty: 3550.350830
	Iteration 16Q: 3 clusters Score -2889782 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54645 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2889816.250000 Penalty: 3550.350830
	Iteration 17Q: 3 clusters Score -2889816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54660 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2889834.750000 Penalty: 3550.350830
	Iteration 18Q: 3 clusters Score -2889835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54667 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2889848.250000 Penalty: 3550.350830
	Iteration 19Q: 3 clusters Score -2889848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54665 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2889851.750000 Penalty: 3550.350830
	Iteration 20F: 3 clusters Score -2889852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54659 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2889859.000000 Penalty: 3550.350830
	Iteration 21Q: 3 clusters Score -2889859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54661 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2889866.750000 Penalty: 3550.350830
	Iteration 22Q: 3 clusters Score -2889867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54662 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2889871.250000 Penalty: 3550.350830
	Iteration 23Q: 3 clusters Score -2889871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54662 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2889874.250000 Penalty: 3550.350830
	Iteration 24Q: 3 clusters Score -2889874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54662 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2889872.500000 Penalty: 3550.350830
	Iteration 25Q: 3 clusters Score -2889872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54661 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2889876.250000 Penalty: 3550.350830
	Iteration 26Q: 3 clusters Score -2889876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54658 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2889872.250000 Penalty: 3550.350830
	Iteration 27Q: 3 clusters Score -2889872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54659 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2889876.000000 Penalty: 3550.350830
	Iteration 28Q: 3 clusters Score -2889876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54659 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2889877.000000 Penalty: 3550.350830
	Iteration 29Q: 3 clusters Score -2889877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54659 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2889877.000000 Penalty: 3550.350830
	Iteration 30F: 3 clusters Score -2889877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Entering Unmasked Estep 
Score: -172659.062500 Penalty: 1317.210571
	Iteration 0F: 2 clusters Score -172659.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -169681.656250 Penalty: 2634.421143
	Iteration 0F: 3 clusters Score -169681.7 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -170471.859375 Penalty: 2634.421143
	Iteration 1F: 3 clusters Score -170471.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -170622.671875 Penalty: 2634.421143
	Iteration 2F: 3 clusters Score -170622.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -170737.796875 Penalty: 2634.421143
	Iteration 3F: 3 clusters Score -170737.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -170808.359375 Penalty: 2634.421143
	Iteration 4Q: 3 clusters Score -170808.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -170859.250000 Penalty: 2634.421143
	Iteration 5Q: 3 clusters Score -170859.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -170897.640625 Penalty: 2634.421143
	Iteration 6Q: 3 clusters Score -170897.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -170933.234375 Penalty: 2634.421143
	Iteration 7Q: 3 clusters Score -170933.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -170961.515625 Penalty: 2634.421143
	Iteration 8Q: 3 clusters Score -170961.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -170985.546875 Penalty: 2634.421143
	Iteration 9Q: 3 clusters Score -170985.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -171010.875000 Penalty: 2634.421143
	Iteration 10Q: 3 clusters Score -171010.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -171037.250000 Penalty: 2634.421143
	Iteration 11Q: 3 clusters Score -171037.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -171062.546875 Penalty: 2634.421143
	Iteration 12Q: 3 clusters Score -171062.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -171081.828125 Penalty: 2634.421143
	Iteration 13Q: 3 clusters Score -171081.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -171102.062500 Penalty: 2634.421143
	Iteration 14Q: 3 clusters Score -171102.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -171118.375000 Penalty: 2634.421143
	Iteration 15Q: 3 clusters Score -171118.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -171134.140625 Penalty: 2634.421143
	Iteration 16Q: 3 clusters Score -171134.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -171149.875000 Penalty: 2634.421143
	Iteration 17Q: 3 clusters Score -171149.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -171165.625000 Penalty: 2634.421143
	Iteration 18Q: 3 clusters Score -171165.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -171182.453125 Penalty: 2634.421143
	Iteration 19Q: 3 clusters Score -171182.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -171197.359375 Penalty: 2634.421143
	Iteration 20F: 3 clusters Score -171197.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -171214.875000 Penalty: 2634.421143
	Iteration 21Q: 3 clusters Score -171214.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -171231.765625 Penalty: 2634.421143
	Iteration 22Q: 3 clusters Score -171231.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -171246.625000 Penalty: 2634.421143
	Iteration 23Q: 3 clusters Score -171246.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -171260.171875 Penalty: 2634.421143
	Iteration 24Q: 3 clusters Score -171260.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -171282.359375 Penalty: 2634.421143
	Iteration 25Q: 3 clusters Score -171282.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -171303.546875 Penalty: 2634.421143
	Iteration 26Q: 3 clusters Score -171303.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -171321.312500 Penalty: 2634.421143
	Iteration 27Q: 3 clusters Score -171321.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -171331.515625 Penalty: 2634.421143
	Iteration 28Q: 3 clusters Score -171331.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -171339.921875 Penalty: 2634.421143
	Iteration 29Q: 3 clusters Score -171339.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -171347.203125 Penalty: 2634.421143
	Iteration 30Q: 3 clusters Score -171347.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -171353.984375 Penalty: 2634.421143
	Iteration 31Q: 3 clusters Score -171354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -171358.984375 Penalty: 2634.421143
	Iteration 32Q: 3 clusters Score -171359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -171365.015625 Penalty: 2634.421143
	Iteration 33Q: 3 clusters Score -171365 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -171373.875000 Penalty: 2634.421143
	Iteration 34Q: 3 clusters Score -171373.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -171379.875000 Penalty: 2634.421143
	Iteration 35Q: 3 clusters Score -171379.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -171385.828125 Penalty: 2634.421143
	Iteration 36Q: 3 clusters Score -171385.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -171394.031250 Penalty: 2634.421143
	Iteration 37Q: 3 clusters Score -171394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -171399.515625 Penalty: 2634.421143
	Iteration 38Q: 3 clusters Score -171399.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -171404.875000 Penalty: 2634.421143
	Iteration 39Q: 3 clusters Score -171404.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -171412.609375 Penalty: 2634.421143
	Iteration 40F: 3 clusters Score -171412.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -171418.843750 Penalty: 2634.421143
	Iteration 41Q: 3 clusters Score -171418.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -171421.875000 Penalty: 2634.421143
	Iteration 42Q: 3 clusters Score -171421.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -171424.578125 Penalty: 2634.421143
	Iteration 43Q: 3 clusters Score -171424.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -171427.812500 Penalty: 2634.421143
	Iteration 44Q: 3 clusters Score -171427.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -171430.125000 Penalty: 2634.421143
	Iteration 45Q: 3 clusters Score -171430.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -171430.953125 Penalty: 2634.421143
	Iteration 46Q: 3 clusters Score -171431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -171431.703125 Penalty: 2634.421143
	Iteration 47Q: 3 clusters Score -171431.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -171431.703125 Penalty: 2634.421143
	Iteration 48F: 3 clusters Score -171431.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Entering Unmasked Estep 
Score: -304540.000000 Penalty: 1400.533203
	Iteration 0F: 2 clusters Score -304540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -300208.781250 Penalty: 2801.066406
	Iteration 0F: 3 clusters Score -300208.8 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -301396.125000 Penalty: 2801.066406
	Iteration 1F: 3 clusters Score -301396.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -301568.125000 Penalty: 2801.066406
	Iteration 2F: 3 clusters Score -301568.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -301698.750000 Penalty: 2801.066406
	Iteration 3F: 3 clusters Score -301698.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -301805.656250 Penalty: 2801.066406
	Iteration 4Q: 3 clusters Score -301805.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -301905.062500 Penalty: 2801.066406
	Iteration 5Q: 3 clusters Score -301905.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -301986.531250 Penalty: 2801.066406
	Iteration 6Q: 3 clusters Score -301986.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -302083.562500 Penalty: 2801.066406
	Iteration 7Q: 3 clusters Score -302083.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -302170.781250 Penalty: 2801.066406
	Iteration 8Q: 3 clusters Score -302170.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -302254.406250 Penalty: 2801.066406
	Iteration 9Q: 3 clusters Score -302254.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -302337.718750 Penalty: 2801.066406
	Iteration 10Q: 3 clusters Score -302337.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -302469.156250 Penalty: 2801.066406
	Iteration 11Q: 3 clusters Score -302469.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -302602.437500 Penalty: 2801.066406
	Iteration 12Q: 3 clusters Score -302602.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -302718.937500 Penalty: 2801.066406
	Iteration 13Q: 3 clusters Score -302718.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -302825.625000 Penalty: 2801.066406
	Iteration 14Q: 3 clusters Score -302825.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -302939.781250 Penalty: 2801.066406
	Iteration 15Q: 3 clusters Score -302939.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -303038.031250 Penalty: 2801.066406
	Iteration 16Q: 3 clusters Score -303038 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -303103.125000 Penalty: 2801.066406
	Iteration 17Q: 3 clusters Score -303103.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -303147.656250 Penalty: 2801.066406
	Iteration 18Q: 3 clusters Score -303147.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -303172.125000 Penalty: 2801.066406
	Iteration 19Q: 3 clusters Score -303172.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -303188.625000 Penalty: 2801.066406
	Iteration 20F: 3 clusters Score -303188.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -303199.531250 Penalty: 2801.066406
	Iteration 21Q: 3 clusters Score -303199.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -303208.781250 Penalty: 2801.066406
	Iteration 22Q: 3 clusters Score -303208.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -303219.156250 Penalty: 2801.066406
	Iteration 23Q: 3 clusters Score -303219.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -303228.531250 Penalty: 2801.066406
	Iteration 24Q: 3 clusters Score -303228.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -303234.875000 Penalty: 2801.066406
	Iteration 25Q: 3 clusters Score -303234.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -303237.968750 Penalty: 2801.066406
	Iteration 26Q: 3 clusters Score -303238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -303240.687500 Penalty: 2801.066406
	Iteration 27Q: 3 clusters Score -303240.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -303241.687500 Penalty: 2801.066406
	Iteration 28Q: 3 clusters Score -303241.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -303243.562500 Penalty: 2801.066406
	Iteration 29Q: 3 clusters Score -303243.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -303245.406250 Penalty: 2801.066406
	Iteration 30Q: 3 clusters Score -303245.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -303245.250000 Penalty: 2801.066406
	Iteration 31Q: 3 clusters Score -303245.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -303246.718750 Penalty: 2801.066406
	Iteration 32Q: 3 clusters Score -303246.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -303248.125000 Penalty: 2801.066406
	Iteration 33Q: 3 clusters Score -303248.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -303249.375000 Penalty: 2801.066406
	Iteration 34Q: 3 clusters Score -303249.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -303250.687500 Penalty: 2801.066406
	Iteration 35Q: 3 clusters Score -303250.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -303251.187500 Penalty: 2801.066406
	Iteration 36Q: 3 clusters Score -303251.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -303251.937500 Penalty: 2801.066406
	Iteration 37Q: 3 clusters Score -303251.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -303252.500000 Penalty: 2801.066406
	Iteration 38Q: 3 clusters Score -303252.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -303252.906250 Penalty: 2801.066406
	Iteration 39Q: 3 clusters Score -303252.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -303254.250000 Penalty: 2801.066406
	Iteration 40F: 3 clusters Score -303254.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -303256.625000 Penalty: 2801.066406
	Iteration 41Q: 3 clusters Score -303256.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -303260.531250 Penalty: 2801.066406
	Iteration 42Q: 3 clusters Score -303260.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -303263.375000 Penalty: 2801.066406
	Iteration 43Q: 3 clusters Score -303263.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -303265.812500 Penalty: 2801.066406
	Iteration 44Q: 3 clusters Score -303265.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -303266.500000 Penalty: 2801.066406
	Iteration 45Q: 3 clusters Score -303266.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -303266.531250 Penalty: 2801.066406
	Iteration 46Q: 3 clusters Score -303266.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -303267.156250 Penalty: 2801.066406
	Iteration 47Q: 3 clusters Score -303267.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -303267.750000 Penalty: 2801.066406
	Iteration 48Q: 3 clusters Score -303267.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -303269.437500 Penalty: 2801.066406
	Iteration 49Q: 3 clusters Score -303269.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -303270.250000 Penalty: 2801.066406
	Iteration 50Q: 3 clusters Score -303270.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -303271.312500 Penalty: 2801.066406
	Iteration 51Q: 3 clusters Score -303271.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -303272.468750 Penalty: 2801.066406
	Iteration 52Q: 3 clusters Score -303272.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -303273.125000 Penalty: 2801.066406
	Iteration 53Q: 3 clusters Score -303273.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -303274.968750 Penalty: 2801.066406
	Iteration 54Q: 3 clusters Score -303275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -303276.031250 Penalty: 2801.066406
	Iteration 55Q: 3 clusters Score -303276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -303279.062500 Penalty: 2801.066406
	Iteration 56Q: 3 clusters Score -303279.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -303280.031250 Penalty: 2801.066406
	Iteration 57Q: 3 clusters Score -303280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -303280.875000 Penalty: 2801.066406
	Iteration 58Q: 3 clusters Score -303280.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -303282.000000 Penalty: 2801.066406
	Iteration 59Q: 3 clusters Score -303282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -303282.406250 Penalty: 2801.066406
	Iteration 60F: 3 clusters Score -303282.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -303283.156250 Penalty: 2801.066406
	Iteration 61Q: 3 clusters Score -303283.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -303284.718750 Penalty: 2801.066406
	Iteration 62Q: 3 clusters Score -303284.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -303288.531250 Penalty: 2801.066406
	Iteration 63Q: 3 clusters Score -303288.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -303292.187500 Penalty: 2801.066406
	Iteration 64Q: 3 clusters Score -303292.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -303296.343750 Penalty: 2801.066406
	Iteration 65Q: 3 clusters Score -303296.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -303298.250000 Penalty: 2801.066406
	Iteration 66Q: 3 clusters Score -303298.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -303300.625000 Penalty: 2801.066406
	Iteration 67Q: 3 clusters Score -303300.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -303302.343750 Penalty: 2801.066406
	Iteration 68Q: 3 clusters Score -303302.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -303302.593750 Penalty: 2801.066406
	Iteration 69Q: 3 clusters Score -303302.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -303302.968750 Penalty: 2801.066406
	Iteration 70Q: 3 clusters Score -303303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -303303.562500 Penalty: 2801.066406
	Iteration 71Q: 3 clusters Score -303303.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -303304.500000 Penalty: 2801.066406
	Iteration 72Q: 3 clusters Score -303304.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -303304.812500 Penalty: 2801.066406
	Iteration 73Q: 3 clusters Score -303304.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -303305.031250 Penalty: 2801.066406
	Iteration 74Q: 3 clusters Score -303305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -303305.812500 Penalty: 2801.066406
	Iteration 75Q: 3 clusters Score -303305.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -303307.281250 Penalty: 2801.066406
	Iteration 76Q: 3 clusters Score -303307.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -303308.500000 Penalty: 2801.066406
	Iteration 77Q: 3 clusters Score -303308.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -303309.812500 Penalty: 2801.066406
	Iteration 78Q: 3 clusters Score -303309.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -303309.812500 Penalty: 2801.066406
	Iteration 79F: 3 clusters Score -303309.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Entering Unmasked Estep 
Score: -793376.312500 Penalty: 1564.966431
	Iteration 0F: 2 clusters Score -793376.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -782886.750000 Penalty: 3129.932861
	Iteration 0F: 3 clusters Score -782886.8 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -786512.937500 Penalty: 3129.932861
	Iteration 1F: 3 clusters Score -786512.9 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -786735.500000 Penalty: 3129.932861
	Iteration 2Q: 3 clusters Score -786735.5 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -786908.937500 Penalty: 3129.932861
	Iteration 3Q: 3 clusters Score -786908.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -787094.937500 Penalty: 3129.932861
	Iteration 4Q: 3 clusters Score -787094.9 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -787297.562500 Penalty: 3129.932861
	Iteration 5Q: 3 clusters Score -787297.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -787523.562500 Penalty: 3129.932861
	Iteration 6Q: 3 clusters Score -787523.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -787786.375000 Penalty: 3129.932861
	Iteration 7Q: 3 clusters Score -787786.4 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -788124.125000 Penalty: 3129.932861
	Iteration 8Q: 3 clusters Score -788124.1 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -788501.187500 Penalty: 3129.932861
	Iteration 9Q: 3 clusters Score -788501.2 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -788914.250000 Penalty: 3129.932861
	Iteration 10Q: 3 clusters Score -788914.2 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -789321.875000 Penalty: 3129.932861
	Iteration 11Q: 3 clusters Score -789321.9 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -789677.312500 Penalty: 3129.932861
	Iteration 12Q: 3 clusters Score -789677.3 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -789971.625000 Penalty: 3129.932861
	Iteration 13Q: 3 clusters Score -789971.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -790185.812500 Penalty: 3129.932861
	Iteration 14Q: 3 clusters Score -790185.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -790343.187500 Penalty: 3129.932861
	Iteration 15Q: 3 clusters Score -790343.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -790449.375000 Penalty: 3129.932861
	Iteration 16Q: 3 clusters Score -790449.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -790532.250000 Penalty: 3129.932861
	Iteration 17Q: 3 clusters Score -790532.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -790587.125000 Penalty: 3129.932861
	Iteration 18Q: 3 clusters Score -790587.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -790647.187500 Penalty: 3129.932861
	Iteration 19Q: 3 clusters Score -790647.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -790708.625000 Penalty: 3129.932861
	Iteration 20F: 3 clusters Score -790708.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -790763.500000 Penalty: 3129.932861
	Iteration 21Q: 3 clusters Score -790763.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -790801.125000 Penalty: 3129.932861
	Iteration 22Q: 3 clusters Score -790801.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -790846.062500 Penalty: 3129.932861
	Iteration 23Q: 3 clusters Score -790846.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -790893.562500 Penalty: 3129.932861
	Iteration 24Q: 3 clusters Score -790893.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -790931.750000 Penalty: 3129.932861
	Iteration 25Q: 3 clusters Score -790931.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -790977.750000 Penalty: 3129.932861
	Iteration 26Q: 3 clusters Score -790977.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -791028.125000 Penalty: 3129.932861
	Iteration 27Q: 3 clusters Score -791028.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -791082.875000 Penalty: 3129.932861
	Iteration 28Q: 3 clusters Score -791082.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -791134.375000 Penalty: 3129.932861
	Iteration 29Q: 3 clusters Score -791134.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -791189.125000 Penalty: 3129.932861
	Iteration 30Q: 3 clusters Score -791189.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -791242.187500 Penalty: 3129.932861
	Iteration 31Q: 3 clusters Score -791242.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -791295.562500 Penalty: 3129.932861
	Iteration 32Q: 3 clusters Score -791295.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -791356.312500 Penalty: 3129.932861
	Iteration 33Q: 3 clusters Score -791356.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -791408.500000 Penalty: 3129.932861
	Iteration 34Q: 3 clusters Score -791408.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -791459.250000 Penalty: 3129.932861
	Iteration 35Q: 3 clusters Score -791459.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -791517.125000 Penalty: 3129.932861
	Iteration 36Q: 3 clusters Score -791517.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -791572.375000 Penalty: 3129.932861
	Iteration 37Q: 3 clusters Score -791572.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -791610.125000 Penalty: 3129.932861
	Iteration 38Q: 3 clusters Score -791610.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -791650.937500 Penalty: 3129.932861
	Iteration 39Q: 3 clusters Score -791650.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -791696.500000 Penalty: 3129.932861
	Iteration 40F: 3 clusters Score -791696.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -791748.062500 Penalty: 3129.932861
	Iteration 41Q: 3 clusters Score -791748.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -791787.437500 Penalty: 3129.932861
	Iteration 42Q: 3 clusters Score -791787.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -791824.562500 Penalty: 3129.932861
	Iteration 43Q: 3 clusters Score -791824.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -791862.062500 Penalty: 3129.932861
	Iteration 44Q: 3 clusters Score -791862.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -791894.000000 Penalty: 3129.932861
	Iteration 45Q: 3 clusters Score -791894 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -791921.937500 Penalty: 3129.932861
	Iteration 46Q: 3 clusters Score -791921.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -791946.312500 Penalty: 3129.932861
	Iteration 47Q: 3 clusters Score -791946.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -791972.875000 Penalty: 3129.932861
	Iteration 48Q: 3 clusters Score -791972.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -791987.750000 Penalty: 3129.932861
	Iteration 49Q: 3 clusters Score -791987.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -792000.375000 Penalty: 3129.932861
	Iteration 50Q: 3 clusters Score -792000.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -792006.062500 Penalty: 3129.932861
	Iteration 51Q: 3 clusters Score -792006.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -792008.687500 Penalty: 3129.932861
	Iteration 52Q: 3 clusters Score -792008.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -792012.375000 Penalty: 3129.932861
	Iteration 53Q: 3 clusters Score -792012.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -792013.625000 Penalty: 3129.932861
	Iteration 54Q: 3 clusters Score -792013.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -792015.500000 Penalty: 3129.932861
	Iteration 55Q: 3 clusters Score -792015.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -792017.875000 Penalty: 3129.932861
	Iteration 56Q: 3 clusters Score -792017.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -792021.125000 Penalty: 3129.932861
	Iteration 57Q: 3 clusters Score -792021.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -792022.750000 Penalty: 3129.932861
	Iteration 58Q: 3 clusters Score -792022.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -792024.562500 Penalty: 3129.932861
	Iteration 59Q: 3 clusters Score -792024.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -792027.062500 Penalty: 3129.932861
	Iteration 60F: 3 clusters Score -792027.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -792027.250000 Penalty: 3129.932861
	Iteration 61Q: 3 clusters Score -792027.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -792028.000000 Penalty: 3129.932861
	Iteration 62Q: 3 clusters Score -792028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -792028.000000 Penalty: 3129.932861
	Iteration 63F: 3 clusters Score -792028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Entering Unmasked Estep 
Score: -468368.593750 Penalty: 1479.450806
	Iteration 0F: 2 clusters Score -468368.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -461811.687500 Penalty: 2958.901611
	Iteration 0F: 3 clusters Score -461811.7 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -463805.906250 Penalty: 2958.901611
	Iteration 1F: 3 clusters Score -463805.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -464038.250000 Penalty: 2958.901611
	Iteration 2F: 3 clusters Score -464038.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -464206.406250 Penalty: 2958.901611
	Iteration 3Q: 3 clusters Score -464206.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -464338.406250 Penalty: 2958.901611
	Iteration 4Q: 3 clusters Score -464338.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -464445.750000 Penalty: 2958.901611
	Iteration 5Q: 3 clusters Score -464445.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -464537.343750 Penalty: 2958.901611
	Iteration 6Q: 3 clusters Score -464537.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -464631.937500 Penalty: 2958.901611
	Iteration 7Q: 3 clusters Score -464631.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -464714.156250 Penalty: 2958.901611
	Iteration 8Q: 3 clusters Score -464714.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -464824.437500 Penalty: 2958.901611
	Iteration 9Q: 3 clusters Score -464824.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -464989.593750 Penalty: 2958.901611
	Iteration 10Q: 3 clusters Score -464989.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -465204.125000 Penalty: 2958.901611
	Iteration 11Q: 3 clusters Score -465204.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -465455.156250 Penalty: 2958.901611
	Iteration 12Q: 3 clusters Score -465455.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -465736.843750 Penalty: 2958.901611
	Iteration 13Q: 3 clusters Score -465736.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -466020.437500 Penalty: 2958.901611
	Iteration 14Q: 3 clusters Score -466020.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -466254.281250 Penalty: 2958.901611
	Iteration 15Q: 3 clusters Score -466254.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -466429.250000 Penalty: 2958.901611
	Iteration 16Q: 3 clusters Score -466429.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -466562.000000 Penalty: 2958.901611
	Iteration 17Q: 3 clusters Score -466562 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -466664.531250 Penalty: 2958.901611
	Iteration 18Q: 3 clusters Score -466664.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -466759.468750 Penalty: 2958.901611
	Iteration 19Q: 3 clusters Score -466759.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -466840.687500 Penalty: 2958.901611
	Iteration 20F: 3 clusters Score -466840.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -466906.562500 Penalty: 2958.901611
	Iteration 21Q: 3 clusters Score -466906.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -466955.812500 Penalty: 2958.901611
	Iteration 22Q: 3 clusters Score -466955.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -466997.562500 Penalty: 2958.901611
	Iteration 23Q: 3 clusters Score -466997.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -467029.218750 Penalty: 2958.901611
	Iteration 24Q: 3 clusters Score -467029.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -467060.187500 Penalty: 2958.901611
	Iteration 25Q: 3 clusters Score -467060.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -467086.937500 Penalty: 2958.901611
	Iteration 26Q: 3 clusters Score -467086.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -467104.625000 Penalty: 2958.901611
	Iteration 27Q: 3 clusters Score -467104.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -467120.687500 Penalty: 2958.901611
	Iteration 28Q: 3 clusters Score -467120.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -467132.531250 Penalty: 2958.901611
	Iteration 29Q: 3 clusters Score -467132.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -467142.812500 Penalty: 2958.901611
	Iteration 30Q: 3 clusters Score -467142.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -467149.093750 Penalty: 2958.901611
	Iteration 31Q: 3 clusters Score -467149.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -467155.718750 Penalty: 2958.901611
	Iteration 32Q: 3 clusters Score -467155.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -467160.406250 Penalty: 2958.901611
	Iteration 33Q: 3 clusters Score -467160.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -467163.281250 Penalty: 2958.901611
	Iteration 34Q: 3 clusters Score -467163.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -467166.843750 Penalty: 2958.901611
	Iteration 35Q: 3 clusters Score -467166.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -467169.093750 Penalty: 2958.901611
	Iteration 36Q: 3 clusters Score -467169.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -467173.531250 Penalty: 2958.901611
	Iteration 37Q: 3 clusters Score -467173.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -467175.500000 Penalty: 2958.901611
	Iteration 38Q: 3 clusters Score -467175.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -467178.062500 Penalty: 2958.901611
	Iteration 39Q: 3 clusters Score -467178.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -467178.187500 Penalty: 2958.901611
	Iteration 40F: 3 clusters Score -467178.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -467179.843750 Penalty: 2958.901611
	Iteration 41Q: 3 clusters Score -467179.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -467180.000000 Penalty: 2958.901611
	Iteration 42Q: 3 clusters Score -467180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -467180.156250 Penalty: 2958.901611
	Iteration 43Q: 3 clusters Score -467180.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -467181.156250 Penalty: 2958.901611
	Iteration 44Q: 3 clusters Score -467181.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -467181.781250 Penalty: 2958.901611
	Iteration 45Q: 3 clusters Score -467181.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -467181.781250 Penalty: 2958.901611
	Iteration 46F: 3 clusters Score -467181.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Entering Unmasked Estep 
Score: -350557.968750 Penalty: 1424.918701
	Iteration 0F: 2 clusters Score -350558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -345651.125000 Penalty: 2849.837402
	Iteration 0F: 3 clusters Score -345651.1 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -347057.531250 Penalty: 2849.837402
	Iteration 1F: 3 clusters Score -347057.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -347223.468750 Penalty: 2849.837402
	Iteration 2F: 3 clusters Score -347223.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -347372.531250 Penalty: 2849.837402
	Iteration 3Q: 3 clusters Score -347372.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -347514.406250 Penalty: 2849.837402
	Iteration 4Q: 3 clusters Score -347514.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -347655.218750 Penalty: 2849.837402
	Iteration 5Q: 3 clusters Score -347655.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -347786.437500 Penalty: 2849.837402
	Iteration 6Q: 3 clusters Score -347786.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -347935.812500 Penalty: 2849.837402
	Iteration 7Q: 3 clusters Score -347935.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -348121.718750 Penalty: 2849.837402
	Iteration 8Q: 3 clusters Score -348121.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -348355.656250 Penalty: 2849.837402
	Iteration 9Q: 3 clusters Score -348355.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -348586.875000 Penalty: 2849.837402
	Iteration 10F: 3 clusters Score -348586.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -348747.656250 Penalty: 2849.837402
	Iteration 11Q: 3 clusters Score -348747.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -348850.562500 Penalty: 2849.837402
	Iteration 12Q: 3 clusters Score -348850.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -348917.281250 Penalty: 2849.837402
	Iteration 13Q: 3 clusters Score -348917.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -348957.625000 Penalty: 2849.837402
	Iteration 14Q: 3 clusters Score -348957.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -348983.906250 Penalty: 2849.837402
	Iteration 15Q: 3 clusters Score -348983.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -349000.500000 Penalty: 2849.837402
	Iteration 16Q: 3 clusters Score -349000.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -349010.000000 Penalty: 2849.837402
	Iteration 17Q: 3 clusters Score -349010 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -349020.437500 Penalty: 2849.837402
	Iteration 18Q: 3 clusters Score -349020.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -349028.343750 Penalty: 2849.837402
	Iteration 19Q: 3 clusters Score -349028.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -349033.625000 Penalty: 2849.837402
	Iteration 20F: 3 clusters Score -349033.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -349039.968750 Penalty: 2849.837402
	Iteration 21Q: 3 clusters Score -349040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -349042.312500 Penalty: 2849.837402
	Iteration 22Q: 3 clusters Score -349042.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -349047.843750 Penalty: 2849.837402
	Iteration 23Q: 3 clusters Score -349047.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -349055.312500 Penalty: 2849.837402
	Iteration 24Q: 3 clusters Score -349055.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -349061.281250 Penalty: 2849.837402
	Iteration 25Q: 3 clusters Score -349061.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -349067.000000 Penalty: 2849.837402
	Iteration 26Q: 3 clusters Score -349067 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -349073.468750 Penalty: 2849.837402
	Iteration 27Q: 3 clusters Score -349073.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -349076.687500 Penalty: 2849.837402
	Iteration 28Q: 3 clusters Score -349076.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -349080.968750 Penalty: 2849.837402
	Iteration 29Q: 3 clusters Score -349081 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -349087.250000 Penalty: 2849.837402
	Iteration 30Q: 3 clusters Score -349087.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -349092.125000 Penalty: 2849.837402
	Iteration 31Q: 3 clusters Score -349092.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -349099.218750 Penalty: 2849.837402
	Iteration 32Q: 3 clusters Score -349099.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -349109.156250 Penalty: 2849.837402
	Iteration 33Q: 3 clusters Score -349109.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -349116.031250 Penalty: 2849.837402
	Iteration 34Q: 3 clusters Score -349116 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -349122.968750 Penalty: 2849.837402
	Iteration 35Q: 3 clusters Score -349123 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -349132.875000 Penalty: 2849.837402
	Iteration 36Q: 3 clusters Score -349132.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -349138.843750 Penalty: 2849.837402
	Iteration 37Q: 3 clusters Score -349138.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -349145.281250 Penalty: 2849.837402
	Iteration 38Q: 3 clusters Score -349145.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -349150.156250 Penalty: 2849.837402
	Iteration 39Q: 3 clusters Score -349150.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -349155.812500 Penalty: 2849.837402
	Iteration 40F: 3 clusters Score -349155.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -349158.531250 Penalty: 2849.837402
	Iteration 41Q: 3 clusters Score -349158.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -349160.062500 Penalty: 2849.837402
	Iteration 42Q: 3 clusters Score -349160.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -349163.750000 Penalty: 2849.837402
	Iteration 43Q: 3 clusters Score -349163.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -349165.750000 Penalty: 2849.837402
	Iteration 44Q: 3 clusters Score -349165.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -349167.281250 Penalty: 2849.837402
	Iteration 45Q: 3 clusters Score -349167.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -349170.156250 Penalty: 2849.837402
	Iteration 46Q: 3 clusters Score -349170.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -349173.437500 Penalty: 2849.837402
	Iteration 47Q: 3 clusters Score -349173.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -349177.281250 Penalty: 2849.837402
	Iteration 48Q: 3 clusters Score -349177.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -349180.031250 Penalty: 2849.837402
	Iteration 49Q: 3 clusters Score -349180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -349182.468750 Penalty: 2849.837402
	Iteration 50Q: 3 clusters Score -349182.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -349186.750000 Penalty: 2849.837402
	Iteration 51Q: 3 clusters Score -349186.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -349193.625000 Penalty: 2849.837402
	Iteration 52Q: 3 clusters Score -349193.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -349199.843750 Penalty: 2849.837402
	Iteration 53Q: 3 clusters Score -349199.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -349203.718750 Penalty: 2849.837402
	Iteration 54Q: 3 clusters Score -349203.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -349204.718750 Penalty: 2849.837402
	Iteration 55Q: 3 clusters Score -349204.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -349209.093750 Penalty: 2849.837402
	Iteration 56Q: 3 clusters Score -349209.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -349212.906250 Penalty: 2849.837402
	Iteration 57Q: 3 clusters Score -349212.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -349215.750000 Penalty: 2849.837402
	Iteration 58Q: 3 clusters Score -349215.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -349216.875000 Penalty: 2849.837402
	Iteration 59Q: 3 clusters Score -349216.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -349218.468750 Penalty: 2849.837402
	Iteration 60F: 3 clusters Score -349218.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -349219.875000 Penalty: 2849.837402
	Iteration 61Q: 3 clusters Score -349219.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -349222.468750 Penalty: 2849.837402
	Iteration 62Q: 3 clusters Score -349222.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -349222.406250 Penalty: 2849.837402
	Iteration 63Q: 3 clusters Score -349222.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -349222.937500 Penalty: 2849.837402
	Iteration 64Q: 3 clusters Score -349222.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -349223.281250 Penalty: 2849.837402
	Iteration 65Q: 3 clusters Score -349223.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -349224.468750 Penalty: 2849.837402
	Iteration 66Q: 3 clusters Score -349224.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -349226.687500 Penalty: 2849.837402
	Iteration 67Q: 3 clusters Score -349226.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -349226.468750 Penalty: 2849.837402
	Iteration 68Q: 3 clusters Score -349226.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -349228.562500 Penalty: 2849.837402
	Iteration 69Q: 3 clusters Score -349228.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -349230.343750 Penalty: 2849.837402
	Iteration 70Q: 3 clusters Score -349230.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -349231.218750 Penalty: 2849.837402
	Iteration 71Q: 3 clusters Score -349231.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -349231.375000 Penalty: 2849.837402
	Iteration 72Q: 3 clusters Score -349231.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -349231.375000 Penalty: 2849.837402
	Iteration 73F: 3 clusters Score -349231.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Entering Unmasked Estep 
Score: -329454.687500 Penalty: 1424.412354
	Iteration 0F: 2 clusters Score -329454.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -324601.750000 Penalty: 2848.824707
	Iteration 0F: 3 clusters Score -324601.8 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -326066.187500 Penalty: 2848.824707
	Iteration 1F: 3 clusters Score -326066.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -326291.843750 Penalty: 2848.824707
	Iteration 2F: 3 clusters Score -326291.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -326465.343750 Penalty: 2848.824707
	Iteration 3F: 3 clusters Score -326465.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -326643.687500 Penalty: 2848.824707
	Iteration 4F: 3 clusters Score -326643.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -326857.468750 Penalty: 2848.824707
	Iteration 5F: 3 clusters Score -326857.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -327107.250000 Penalty: 2848.824707
	Iteration 6F: 3 clusters Score -327107.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -327364.937500 Penalty: 2848.824707
	Iteration 7F: 3 clusters Score -327364.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -327613.468750 Penalty: 2848.824707
	Iteration 8F: 3 clusters Score -327613.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -327829.781250 Penalty: 2848.824707
	Iteration 9Q: 3 clusters Score -327829.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -327997.312500 Penalty: 2848.824707
	Iteration 10Q: 3 clusters Score -327997.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -328099.125000 Penalty: 2848.824707
	Iteration 11Q: 3 clusters Score -328099.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -328165.468750 Penalty: 2848.824707
	Iteration 12Q: 3 clusters Score -328165.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -328203.875000 Penalty: 2848.824707
	Iteration 13Q: 3 clusters Score -328203.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -328228.250000 Penalty: 2848.824707
	Iteration 14Q: 3 clusters Score -328228.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -328250.781250 Penalty: 2848.824707
	Iteration 15Q: 3 clusters Score -328250.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -328273.375000 Penalty: 2848.824707
	Iteration 16Q: 3 clusters Score -328273.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -328290.125000 Penalty: 2848.824707
	Iteration 17Q: 3 clusters Score -328290.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -328303.562500 Penalty: 2848.824707
	Iteration 18Q: 3 clusters Score -328303.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -328309.343750 Penalty: 2848.824707
	Iteration 19Q: 3 clusters Score -328309.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -328313.531250 Penalty: 2848.824707
	Iteration 20F: 3 clusters Score -328313.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -328317.906250 Penalty: 2848.824707
	Iteration 21Q: 3 clusters Score -328317.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -328320.250000 Penalty: 2848.824707
	Iteration 22Q: 3 clusters Score -328320.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -328322.218750 Penalty: 2848.824707
	Iteration 23Q: 3 clusters Score -328322.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -328324.062500 Penalty: 2848.824707
	Iteration 24Q: 3 clusters Score -328324.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -328326.187500 Penalty: 2848.824707
	Iteration 25Q: 3 clusters Score -328326.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -328326.031250 Penalty: 2848.824707
	Iteration 26Q: 3 clusters Score -328326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -328326.750000 Penalty: 2848.824707
	Iteration 27Q: 3 clusters Score -328326.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -328326.750000 Penalty: 2848.824707
	Iteration 28F: 3 clusters Score -328326.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Entering Unmasked Estep 
Score: -129514.078125 Penalty: 1266.055298
	Iteration 0F: 2 clusters Score -129514.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -127130.210938 Penalty: 2532.110596
	Iteration 0F: 3 clusters Score -127130.2 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -127676.789062 Penalty: 2532.110596
	Iteration 1F: 3 clusters Score -127676.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -127791.359375 Penalty: 2532.110596
	Iteration 2F: 3 clusters Score -127791.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -127851.914062 Penalty: 2532.110596
	Iteration 3Q: 3 clusters Score -127851.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -127886.789062 Penalty: 2532.110596
	Iteration 4Q: 3 clusters Score -127886.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -127911.710938 Penalty: 2532.110596
	Iteration 5Q: 3 clusters Score -127911.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -127932.906250 Penalty: 2532.110596
	Iteration 6Q: 3 clusters Score -127932.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -127944.484375 Penalty: 2532.110596
	Iteration 7Q: 3 clusters Score -127944.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -127951.140625 Penalty: 2532.110596
	Iteration 8Q: 3 clusters Score -127951.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -127957.117188 Penalty: 2532.110596
	Iteration 9Q: 3 clusters Score -127957.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -127961.703125 Penalty: 2532.110596
	Iteration 10Q: 3 clusters Score -127961.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -127968.273438 Penalty: 2532.110596
	Iteration 11Q: 3 clusters Score -127968.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -127972.687500 Penalty: 2532.110596
	Iteration 12Q: 3 clusters Score -127972.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -127977.335938 Penalty: 2532.110596
	Iteration 13Q: 3 clusters Score -127977.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -127981.953125 Penalty: 2532.110596
	Iteration 14Q: 3 clusters Score -127982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -127985.437500 Penalty: 2532.110596
	Iteration 15Q: 3 clusters Score -127985.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -127989.585938 Penalty: 2532.110596
	Iteration 16Q: 3 clusters Score -127989.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -127993.171875 Penalty: 2532.110596
	Iteration 17Q: 3 clusters Score -127993.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -127995.695312 Penalty: 2532.110596
	Iteration 18Q: 3 clusters Score -127995.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -127997.476562 Penalty: 2532.110596
	Iteration 19Q: 3 clusters Score -127997.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -128000.625000 Penalty: 2532.110596
	Iteration 20F: 3 clusters Score -128000.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -128003.164062 Penalty: 2532.110596
	Iteration 21Q: 3 clusters Score -128003.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -128005.593750 Penalty: 2532.110596
	Iteration 22Q: 3 clusters Score -128005.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -128006.273438 Penalty: 2532.110596
	Iteration 23Q: 3 clusters Score -128006.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -128006.273438 Penalty: 2532.110596
	Iteration 24F: 3 clusters Score -128006.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Entering Unmasked Estep 
Score: -93170.273438 Penalty: 1217.392334
	Iteration 0F: 2 clusters Score -93170.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -91207.445312 Penalty: 2434.784668
	Iteration 0F: 3 clusters Score -91207.45 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -91642.343750 Penalty: 2434.784668
	Iteration 1F: 3 clusters Score -91642.34 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -91737.453125 Penalty: 2434.784668
	Iteration 2F: 3 clusters Score -91737.45 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -91790.046875 Penalty: 2434.784668
	Iteration 3Q: 3 clusters Score -91790.05 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -91825.539062 Penalty: 2434.784668
	Iteration 4Q: 3 clusters Score -91825.54 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -91850.640625 Penalty: 2434.784668
	Iteration 5Q: 3 clusters Score -91850.64 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -91871.656250 Penalty: 2434.784668
	Iteration 6Q: 3 clusters Score -91871.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -91892.554688 Penalty: 2434.784668
	Iteration 7Q: 3 clusters Score -91892.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -91908.382812 Penalty: 2434.784668
	Iteration 8Q: 3 clusters Score -91908.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -91919.484375 Penalty: 2434.784668
	Iteration 9Q: 3 clusters Score -91919.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -91929.640625 Penalty: 2434.784668
	Iteration 10Q: 3 clusters Score -91929.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -91942.640625 Penalty: 2434.784668
	Iteration 11Q: 3 clusters Score -91942.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -91952.632812 Penalty: 2434.784668
	Iteration 12Q: 3 clusters Score -91952.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -91960.882812 Penalty: 2434.784668
	Iteration 13Q: 3 clusters Score -91960.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -91968.031250 Penalty: 2434.784668
	Iteration 14Q: 3 clusters Score -91968.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -91977.109375 Penalty: 2434.784668
	Iteration 15Q: 3 clusters Score -91977.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -91984.835938 Penalty: 2434.784668
	Iteration 16Q: 3 clusters Score -91984.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -91997.046875 Penalty: 2434.784668
	Iteration 17Q: 3 clusters Score -91997.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -92008.062500 Penalty: 2434.784668
	Iteration 18Q: 3 clusters Score -92008.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -92014.351562 Penalty: 2434.784668
	Iteration 19Q: 3 clusters Score -92014.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -92019.406250 Penalty: 2434.784668
	Iteration 20F: 3 clusters Score -92019.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -92024.203125 Penalty: 2434.784668
	Iteration 21Q: 3 clusters Score -92024.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -92029.984375 Penalty: 2434.784668
	Iteration 22Q: 3 clusters Score -92029.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -92032.546875 Penalty: 2434.784668
	Iteration 23Q: 3 clusters Score -92032.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -92037.023438 Penalty: 2434.784668
	Iteration 24Q: 3 clusters Score -92037.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -92041.617188 Penalty: 2434.784668
	Iteration 25Q: 3 clusters Score -92041.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -92051.234375 Penalty: 2434.784668
	Iteration 26Q: 3 clusters Score -92051.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -92056.148438 Penalty: 2434.784668
	Iteration 27Q: 3 clusters Score -92056.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -92062.843750 Penalty: 2434.784668
	Iteration 28Q: 3 clusters Score -92062.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -92067.093750 Penalty: 2434.784668
	Iteration 29Q: 3 clusters Score -92067.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -92072.953125 Penalty: 2434.784668
	Iteration 30Q: 3 clusters Score -92072.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -92077.156250 Penalty: 2434.784668
	Iteration 31Q: 3 clusters Score -92077.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -92079.820312 Penalty: 2434.784668
	Iteration 32Q: 3 clusters Score -92079.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -92081.320312 Penalty: 2434.784668
	Iteration 33Q: 3 clusters Score -92081.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -92082.078125 Penalty: 2434.784668
	Iteration 34Q: 3 clusters Score -92082.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -92083.945312 Penalty: 2434.784668
	Iteration 35Q: 3 clusters Score -92083.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -92085.843750 Penalty: 2434.784668
	Iteration 36Q: 3 clusters Score -92085.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -92086.664062 Penalty: 2434.784668
	Iteration 37Q: 3 clusters Score -92086.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -92087.648438 Penalty: 2434.784668
	Iteration 38Q: 3 clusters Score -92087.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -92088.343750 Penalty: 2434.784668
	Iteration 39Q: 3 clusters Score -92088.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -92089.062500 Penalty: 2434.784668
	Iteration 40F: 3 clusters Score -92089.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -92090.757812 Penalty: 2434.784668
	Iteration 41Q: 3 clusters Score -92090.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -92092.617188 Penalty: 2434.784668
	Iteration 42Q: 3 clusters Score -92092.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -92096.617188 Penalty: 2434.784668
	Iteration 43Q: 3 clusters Score -92096.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -92097.445312 Penalty: 2434.784668
	Iteration 44Q: 3 clusters Score -92097.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -92097.445312 Penalty: 2434.784668
	Iteration 45F: 3 clusters Score -92097.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (317735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317735 members 
Entering Unmasked Estep 
Score: -16194290.000000 Penalty: 2058.708008
	Iteration 0F: 2 clusters Score -1.619429e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158678 members 
Mstep: Class 2 contains 159057 members 
Entering Unmasked Estep 
Score: -15979621.000000 Penalty: 4117.416016
	Iteration 0F: 3 clusters Score -1.597962e+07 nChanged 154929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150893 members 
Mstep: Class 2 contains 166842 members 
Entering Unmasked Estep 
Score: -16073695.000000 Penalty: 4117.416016
	Iteration 1F: 3 clusters Score -1.60737e+07 nChanged 9930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145747 members 
Mstep: Class 2 contains 171988 members 
Entering Unmasked Estep 
Score: -16076430.000000 Penalty: 4117.416016
	Iteration 2Q: 3 clusters Score -1.607643e+07 nChanged 11991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137896 members 
Mstep: Class 2 contains 179839 members 
Entering Unmasked Estep 
Score: -16080832.000000 Penalty: 4117.416016
	Iteration 3Q: 3 clusters Score -1.608083e+07 nChanged 15045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126549 members 
Mstep: Class 2 contains 191186 members 
Entering Unmasked Estep 
Score: -16088139.000000 Penalty: 4117.416016
	Iteration 4Q: 3 clusters Score -1.608814e+07 nChanged 18670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110991 members 
Mstep: Class 2 contains 206744 members 
Entering Unmasked Estep 
Score: -16099880.000000 Penalty: 4117.416016
	Iteration 5F: 3 clusters Score -1.609988e+07 nChanged 22198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91313 members 
Mstep: Class 2 contains 226422 members 
Entering Unmasked Estep 
Score: -16116819.000000 Penalty: 4117.416016
	Iteration 6F: 3 clusters Score -1.611682e+07 nChanged 23370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69633 members 
Mstep: Class 2 contains 248102 members 
Entering Unmasked Estep 
Score: -16136826.000000 Penalty: 4117.416016
	Iteration 7F: 3 clusters Score -1.613683e+07 nChanged 20953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49684 members 
Mstep: Class 2 contains 268051 members 
Entering Unmasked Estep 
Score: -16155563.000000 Penalty: 4117.416016
	Iteration 8F: 3 clusters Score -1.615556e+07 nChanged 15958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 283601 members 
Entering Unmasked Estep 
Score: -16169776.000000 Penalty: 4117.416016
	Iteration 9F: 3 clusters Score -1.616978e+07 nChanged 11010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 294375 members 
Entering Unmasked Estep 
Score: -16179556.000000 Penalty: 4117.416016
	Iteration 10Q: 3 clusters Score -1.617956e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 301148 members 
Entering Unmasked Estep 
Score: -16185521.000000 Penalty: 4117.416016
	Iteration 11Q: 3 clusters Score -1.618552e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 305174 members 
Entering Unmasked Estep 
Score: -16188895.000000 Penalty: 4117.416016
	Iteration 12Q: 3 clusters Score -1.61889e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 307662 members 
Entering Unmasked Estep 
Score: -16190714.000000 Penalty: 4117.416016
	Iteration 13Q: 3 clusters Score -1.619071e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 309380 members 
Entering Unmasked Estep 
Score: -16191744.000000 Penalty: 4117.416016
	Iteration 14Q: 3 clusters Score -1.619174e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 310519 members 
Entering Unmasked Estep 
Score: -16192323.000000 Penalty: 4117.416016
	Iteration 15Q: 3 clusters Score -1.619232e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 311370 members 
Entering Unmasked Estep 
Score: -16192658.000000 Penalty: 4117.416016
	Iteration 16Q: 3 clusters Score -1.619266e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 312007 members 
Entering Unmasked Estep 
Score: -16192917.000000 Penalty: 4117.416016
	Iteration 17Q: 3 clusters Score -1.619292e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 312487 members 
Entering Unmasked Estep 
Score: -16193098.000000 Penalty: 4117.416016
	Iteration 18Q: 3 clusters Score -1.61931e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 312884 members 
Entering Unmasked Estep 
Score: -16193266.000000 Penalty: 4117.416016
	Iteration 19Q: 3 clusters Score -1.619327e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 313192 members 
Entering Unmasked Estep 
Score: -16193371.000000 Penalty: 4117.416016
	Iteration 20F: 3 clusters Score -1.619337e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 313433 members 
Entering Unmasked Estep 
Score: -16193398.000000 Penalty: 4117.416016
	Iteration 21Q: 3 clusters Score -1.61934e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 313623 members 
Entering Unmasked Estep 
Score: -16193419.000000 Penalty: 4117.416016
	Iteration 22Q: 3 clusters Score -1.619342e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 313803 members 
Entering Unmasked Estep 
Score: -16193407.000000 Penalty: 4117.416016
	Iteration 23Q: 3 clusters Score -1.619341e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 313935 members 
Entering Unmasked Estep 
Score: -16193443.000000 Penalty: 4117.416016
	Iteration 24Q: 3 clusters Score -1.619344e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 314035 members 
Entering Unmasked Estep 
Score: -16193455.000000 Penalty: 4117.416016
	Iteration 25Q: 3 clusters Score -1.619346e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 314115 members 
Entering Unmasked Estep 
Score: -16193464.000000 Penalty: 4117.416016
	Iteration 26Q: 3 clusters Score -1.619346e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 314181 members 
Entering Unmasked Estep 
Score: -16193486.000000 Penalty: 4117.416016
	Iteration 27Q: 3 clusters Score -1.619349e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 314237 members 
Entering Unmasked Estep 
Score: -16193472.000000 Penalty: 4117.416016
	Iteration 28Q: 3 clusters Score -1.619347e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 314284 members 
Entering Unmasked Estep 
Score: -16193498.000000 Penalty: 4117.416016
	Iteration 29Q: 3 clusters Score -1.61935e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 314322 members 
Entering Unmasked Estep 
Score: -16193484.000000 Penalty: 4117.416016
	Iteration 30Q: 3 clusters Score -1.619348e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 314348 members 
Entering Unmasked Estep 
Score: -16193474.000000 Penalty: 4117.416016
	Iteration 31Q: 3 clusters Score -1.619347e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 314379 members 
Entering Unmasked Estep 
Score: -16193484.000000 Penalty: 4117.416016
	Iteration 32Q: 3 clusters Score -1.619348e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 314414 members 
Entering Unmasked Estep 
Score: -16193500.000000 Penalty: 4117.416016
	Iteration 33Q: 3 clusters Score -1.61935e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 314453 members 
Entering Unmasked Estep 
Score: -16193495.000000 Penalty: 4117.416016
	Iteration 34Q: 3 clusters Score -1.61935e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 314487 members 
Entering Unmasked Estep 
Score: -16193515.000000 Penalty: 4117.416016
	Iteration 35Q: 3 clusters Score -1.619352e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 314517 members 
Entering Unmasked Estep 
Score: -16193531.000000 Penalty: 4117.416016
	Iteration 36Q: 3 clusters Score -1.619353e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 314541 members 
Entering Unmasked Estep 
Score: -16193519.000000 Penalty: 4117.416016
	Iteration 37Q: 3 clusters Score -1.619352e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 314571 members 
Entering Unmasked Estep 
Score: -16193534.000000 Penalty: 4117.416016
	Iteration 38Q: 3 clusters Score -1.619353e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 314593 members 
Entering Unmasked Estep 
Score: -16193529.000000 Penalty: 4117.416016
	Iteration 39Q: 3 clusters Score -1.619353e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 314624 members 
Entering Unmasked Estep 
Score: -16193528.000000 Penalty: 4117.416016
	Iteration 40F: 3 clusters Score -1.619353e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 314650 members 
Entering Unmasked Estep 
Score: -16193521.000000 Penalty: 4117.416016
	Iteration 41Q: 3 clusters Score -1.619352e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 314676 members 
Entering Unmasked Estep 
Score: -16193514.000000 Penalty: 4117.416016
	Iteration 42Q: 3 clusters Score -1.619351e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 314703 members 
Entering Unmasked Estep 
Score: -16193493.000000 Penalty: 4117.416016
	Iteration 43Q: 3 clusters Score -1.619349e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 314735 members 
Entering Unmasked Estep 
Score: -16193508.000000 Penalty: 4117.416016
	Iteration 44Q: 3 clusters Score -1.619351e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 314757 members 
Entering Unmasked Estep 
Score: -16193502.000000 Penalty: 4117.416016
	Iteration 45Q: 3 clusters Score -1.61935e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 314768 members 
Entering Unmasked Estep 
Score: -16193507.000000 Penalty: 4117.416016
	Iteration 46Q: 3 clusters Score -1.619351e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 314784 members 
Entering Unmasked Estep 
Score: -16193508.000000 Penalty: 4117.416016
	Iteration 47Q: 3 clusters Score -1.619351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 314789 members 
Entering Unmasked Estep 
Score: -16193515.000000 Penalty: 4117.416016
	Iteration 48Q: 3 clusters Score -1.619352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 314794 members 
Entering Unmasked Estep 
Score: -16193513.000000 Penalty: 4117.416016
	Iteration 49Q: 3 clusters Score -1.619351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 314797 members 
Entering Unmasked Estep 
Score: -16193513.000000 Penalty: 4117.416016
	Iteration 50Q: 3 clusters Score -1.619351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 314799 members 
Entering Unmasked Estep 
Score: -16193508.000000 Penalty: 4117.416016
	Iteration 51Q: 3 clusters Score -1.619351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 314801 members 
Entering Unmasked Estep 
Score: -16193515.000000 Penalty: 4117.416016
	Iteration 52Q: 3 clusters Score -1.619352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 314801 members 
Entering Unmasked Estep 
Score: -16193514.000000 Penalty: 4117.416016
	Iteration 53Q: 3 clusters Score -1.619351e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 314801 members 
Entering Unmasked Estep 
Score: -16193514.000000 Penalty: 4117.416016
	Iteration 54F: 3 clusters Score -1.619351e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Entering Unmasked Estep 
Score: -653850.062500 Penalty: 1528.833618
	Iteration 0F: 2 clusters Score -653850.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -645273.750000 Penalty: 3057.667236
	Iteration 0F: 3 clusters Score -645273.8 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -648090.437500 Penalty: 3057.667236
	Iteration 1F: 3 clusters Score -648090.4 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -648330.062500 Penalty: 3057.667236
	Iteration 2Q: 3 clusters Score -648330.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -648551.937500 Penalty: 3057.667236
	Iteration 3Q: 3 clusters Score -648551.9 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -648781.812500 Penalty: 3057.667236
	Iteration 4Q: 3 clusters Score -648781.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -649013.937500 Penalty: 3057.667236
	Iteration 5Q: 3 clusters Score -649013.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -649261.062500 Penalty: 3057.667236
	Iteration 6Q: 3 clusters Score -649261.1 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -649597.875000 Penalty: 3057.667236
	Iteration 7Q: 3 clusters Score -649597.9 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -649995.250000 Penalty: 3057.667236
	Iteration 8F: 3 clusters Score -649995.2 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -650429.250000 Penalty: 3057.667236
	Iteration 9F: 3 clusters Score -650429.2 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -650969.250000 Penalty: 3057.667236
	Iteration 10F: 3 clusters Score -650969.2 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -651421.250000 Penalty: 3057.667236
	Iteration 11Q: 3 clusters Score -651421.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -651702.437500 Penalty: 3057.667236
	Iteration 12Q: 3 clusters Score -651702.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -651836.187500 Penalty: 3057.667236
	Iteration 13Q: 3 clusters Score -651836.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -651912.187500 Penalty: 3057.667236
	Iteration 14Q: 3 clusters Score -651912.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -651974.000000 Penalty: 3057.667236
	Iteration 15Q: 3 clusters Score -651974 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -652023.562500 Penalty: 3057.667236
	Iteration 16Q: 3 clusters Score -652023.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -652059.437500 Penalty: 3057.667236
	Iteration 17Q: 3 clusters Score -652059.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -652083.625000 Penalty: 3057.667236
	Iteration 18Q: 3 clusters Score -652083.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -652107.875000 Penalty: 3057.667236
	Iteration 19Q: 3 clusters Score -652107.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -652126.500000 Penalty: 3057.667236
	Iteration 20F: 3 clusters Score -652126.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -652147.625000 Penalty: 3057.667236
	Iteration 21Q: 3 clusters Score -652147.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -652163.875000 Penalty: 3057.667236
	Iteration 22Q: 3 clusters Score -652163.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -652183.437500 Penalty: 3057.667236
	Iteration 23Q: 3 clusters Score -652183.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -652201.937500 Penalty: 3057.667236
	Iteration 24Q: 3 clusters Score -652201.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -652213.062500 Penalty: 3057.667236
	Iteration 25Q: 3 clusters Score -652213.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -652225.062500 Penalty: 3057.667236
	Iteration 26Q: 3 clusters Score -652225.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -652237.500000 Penalty: 3057.667236
	Iteration 27Q: 3 clusters Score -652237.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -652253.375000 Penalty: 3057.667236
	Iteration 28Q: 3 clusters Score -652253.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -652268.500000 Penalty: 3057.667236
	Iteration 29Q: 3 clusters Score -652268.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -652283.062500 Penalty: 3057.667236
	Iteration 30Q: 3 clusters Score -652283.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -652295.312500 Penalty: 3057.667236
	Iteration 31Q: 3 clusters Score -652295.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -652311.500000 Penalty: 3057.667236
	Iteration 32Q: 3 clusters Score -652311.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -652326.812500 Penalty: 3057.667236
	Iteration 33Q: 3 clusters Score -652326.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -652344.000000 Penalty: 3057.667236
	Iteration 34Q: 3 clusters Score -652344 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -652361.375000 Penalty: 3057.667236
	Iteration 35Q: 3 clusters Score -652361.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -652378.437500 Penalty: 3057.667236
	Iteration 36Q: 3 clusters Score -652378.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -652395.250000 Penalty: 3057.667236
	Iteration 37Q: 3 clusters Score -652395.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -652412.875000 Penalty: 3057.667236
	Iteration 38Q: 3 clusters Score -652412.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -652422.687500 Penalty: 3057.667236
	Iteration 39Q: 3 clusters Score -652422.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -652434.625000 Penalty: 3057.667236
	Iteration 40F: 3 clusters Score -652434.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -652438.937500 Penalty: 3057.667236
	Iteration 41Q: 3 clusters Score -652438.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -652445.750000 Penalty: 3057.667236
	Iteration 42Q: 3 clusters Score -652445.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -652449.375000 Penalty: 3057.667236
	Iteration 43Q: 3 clusters Score -652449.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -652456.687500 Penalty: 3057.667236
	Iteration 44Q: 3 clusters Score -652456.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -652460.125000 Penalty: 3057.667236
	Iteration 45Q: 3 clusters Score -652460.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -652466.625000 Penalty: 3057.667236
	Iteration 46Q: 3 clusters Score -652466.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -652471.125000 Penalty: 3057.667236
	Iteration 47Q: 3 clusters Score -652471.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -652475.437500 Penalty: 3057.667236
	Iteration 48Q: 3 clusters Score -652475.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -652477.187500 Penalty: 3057.667236
	Iteration 49Q: 3 clusters Score -652477.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -652480.312500 Penalty: 3057.667236
	Iteration 50Q: 3 clusters Score -652480.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -652482.562500 Penalty: 3057.667236
	Iteration 51Q: 3 clusters Score -652482.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -652483.937500 Penalty: 3057.667236
	Iteration 52Q: 3 clusters Score -652483.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -652486.250000 Penalty: 3057.667236
	Iteration 53Q: 3 clusters Score -652486.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -652485.062500 Penalty: 3057.667236
	Iteration 54Q: 3 clusters Score -652485.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -652485.437500 Penalty: 3057.667236
	Iteration 55Q: 3 clusters Score -652485.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -652485.875000 Penalty: 3057.667236
	Iteration 56Q: 3 clusters Score -652485.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -652485.875000 Penalty: 3057.667236
	Iteration 57F: 3 clusters Score -652485.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -361485.875000 Penalty: 1437.906128
	Iteration 0F: 2 clusters Score -361485.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -356227.625000 Penalty: 2875.812256
	Iteration 0F: 3 clusters Score -356227.6 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -357858.687500 Penalty: 2875.812256
	Iteration 1F: 3 clusters Score -357858.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -358049.093750 Penalty: 2875.812256
	Iteration 2F: 3 clusters Score -358049.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -358187.500000 Penalty: 2875.812256
	Iteration 3Q: 3 clusters Score -358187.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -358342.437500 Penalty: 2875.812256
	Iteration 4Q: 3 clusters Score -358342.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -358522.562500 Penalty: 2875.812256
	Iteration 5Q: 3 clusters Score -358522.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -358725.031250 Penalty: 2875.812256
	Iteration 6Q: 3 clusters Score -358725 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -358934.843750 Penalty: 2875.812256
	Iteration 7Q: 3 clusters Score -358934.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -359191.968750 Penalty: 2875.812256
	Iteration 8Q: 3 clusters Score -359192 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -359450.093750 Penalty: 2875.812256
	Iteration 9Q: 3 clusters Score -359450.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -359670.562500 Penalty: 2875.812256
	Iteration 10Q: 3 clusters Score -359670.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -359841.218750 Penalty: 2875.812256
	Iteration 11Q: 3 clusters Score -359841.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -359963.343750 Penalty: 2875.812256
	Iteration 12Q: 3 clusters Score -359963.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -360056.218750 Penalty: 2875.812256
	Iteration 13Q: 3 clusters Score -360056.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -360123.062500 Penalty: 2875.812256
	Iteration 14Q: 3 clusters Score -360123.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -360184.718750 Penalty: 2875.812256
	Iteration 15Q: 3 clusters Score -360184.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -360218.031250 Penalty: 2875.812256
	Iteration 16Q: 3 clusters Score -360218 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -360240.000000 Penalty: 2875.812256
	Iteration 17Q: 3 clusters Score -360240 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -360263.125000 Penalty: 2875.812256
	Iteration 18Q: 3 clusters Score -360263.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -360275.187500 Penalty: 2875.812256
	Iteration 19Q: 3 clusters Score -360275.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -360283.906250 Penalty: 2875.812256
	Iteration 20F: 3 clusters Score -360283.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -360289.375000 Penalty: 2875.812256
	Iteration 21Q: 3 clusters Score -360289.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -360292.031250 Penalty: 2875.812256
	Iteration 22Q: 3 clusters Score -360292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -360293.437500 Penalty: 2875.812256
	Iteration 23Q: 3 clusters Score -360293.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -360295.500000 Penalty: 2875.812256
	Iteration 24Q: 3 clusters Score -360295.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -360297.343750 Penalty: 2875.812256
	Iteration 25Q: 3 clusters Score -360297.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -360297.593750 Penalty: 2875.812256
	Iteration 26Q: 3 clusters Score -360297.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -360298.031250 Penalty: 2875.812256
	Iteration 27Q: 3 clusters Score -360298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -360298.031250 Penalty: 2875.812256
	Iteration 28F: 3 clusters Score -360298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Entering Unmasked Estep 
Score: -478616.468750 Penalty: 1478.163086
	Iteration 0F: 2 clusters Score -478616.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -472134.406250 Penalty: 2956.326172
	Iteration 0F: 3 clusters Score -472134.4 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -474191.343750 Penalty: 2956.326172
	Iteration 1F: 3 clusters Score -474191.3 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -474428.093750 Penalty: 2956.326172
	Iteration 2F: 3 clusters Score -474428.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -474604.156250 Penalty: 2956.326172
	Iteration 3Q: 3 clusters Score -474604.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -474762.437500 Penalty: 2956.326172
	Iteration 4Q: 3 clusters Score -474762.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -474937.937500 Penalty: 2956.326172
	Iteration 5Q: 3 clusters Score -474937.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -475106.593750 Penalty: 2956.326172
	Iteration 6Q: 3 clusters Score -475106.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -475296.125000 Penalty: 2956.326172
	Iteration 7Q: 3 clusters Score -475296.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -475536.937500 Penalty: 2956.326172
	Iteration 8Q: 3 clusters Score -475536.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -475827.875000 Penalty: 2956.326172
	Iteration 9Q: 3 clusters Score -475827.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -476157.593750 Penalty: 2956.326172
	Iteration 10Q: 3 clusters Score -476157.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -476478.093750 Penalty: 2956.326172
	Iteration 11Q: 3 clusters Score -476478.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -476706.218750 Penalty: 2956.326172
	Iteration 12Q: 3 clusters Score -476706.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -476881.156250 Penalty: 2956.326172
	Iteration 13Q: 3 clusters Score -476881.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -477037.812500 Penalty: 2956.326172
	Iteration 14Q: 3 clusters Score -477037.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -477143.781250 Penalty: 2956.326172
	Iteration 15Q: 3 clusters Score -477143.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -477220.875000 Penalty: 2956.326172
	Iteration 16Q: 3 clusters Score -477220.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -477303.125000 Penalty: 2956.326172
	Iteration 17Q: 3 clusters Score -477303.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -477372.875000 Penalty: 2956.326172
	Iteration 18Q: 3 clusters Score -477372.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -477445.218750 Penalty: 2956.326172
	Iteration 19Q: 3 clusters Score -477445.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -477496.062500 Penalty: 2956.326172
	Iteration 20F: 3 clusters Score -477496.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -477545.781250 Penalty: 2956.326172
	Iteration 21Q: 3 clusters Score -477545.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -477592.031250 Penalty: 2956.326172
	Iteration 22Q: 3 clusters Score -477592 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -477619.281250 Penalty: 2956.326172
	Iteration 23Q: 3 clusters Score -477619.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -477641.125000 Penalty: 2956.326172
	Iteration 24Q: 3 clusters Score -477641.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -477661.062500 Penalty: 2956.326172
	Iteration 25Q: 3 clusters Score -477661.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -477676.312500 Penalty: 2956.326172
	Iteration 26Q: 3 clusters Score -477676.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -477688.000000 Penalty: 2956.326172
	Iteration 27Q: 3 clusters Score -477688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -477694.375000 Penalty: 2956.326172
	Iteration 28Q: 3 clusters Score -477694.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -477702.406250 Penalty: 2956.326172
	Iteration 29Q: 3 clusters Score -477702.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -477706.781250 Penalty: 2956.326172
	Iteration 30Q: 3 clusters Score -477706.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -477709.156250 Penalty: 2956.326172
	Iteration 31Q: 3 clusters Score -477709.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -477712.906250 Penalty: 2956.326172
	Iteration 32Q: 3 clusters Score -477712.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -477720.843750 Penalty: 2956.326172
	Iteration 33Q: 3 clusters Score -477720.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -477729.000000 Penalty: 2956.326172
	Iteration 34Q: 3 clusters Score -477729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -477731.156250 Penalty: 2956.326172
	Iteration 35Q: 3 clusters Score -477731.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -477732.437500 Penalty: 2956.326172
	Iteration 36Q: 3 clusters Score -477732.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -477732.843750 Penalty: 2956.326172
	Iteration 37Q: 3 clusters Score -477732.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -477732.843750 Penalty: 2956.326172
	Iteration 38F: 3 clusters Score -477732.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Entering Unmasked Estep 
Score: -264485.437500 Penalty: 1399.058472
	Iteration 0F: 2 clusters Score -264485.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -260235.375000 Penalty: 2798.116943
	Iteration 0F: 3 clusters Score -260235.4 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -261402.000000 Penalty: 2798.116943
	Iteration 1F: 3 clusters Score -261402 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -261597.578125 Penalty: 2798.116943
	Iteration 2F: 3 clusters Score -261597.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -261801.015625 Penalty: 2798.116943
	Iteration 3F: 3 clusters Score -261801 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -262011.812500 Penalty: 2798.116943
	Iteration 4F: 3 clusters Score -262011.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -262260.187500 Penalty: 2798.116943
	Iteration 5F: 3 clusters Score -262260.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -262506.250000 Penalty: 2798.116943
	Iteration 6F: 3 clusters Score -262506.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -262725.531250 Penalty: 2798.116943
	Iteration 7F: 3 clusters Score -262725.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -262893.500000 Penalty: 2798.116943
	Iteration 8Q: 3 clusters Score -262893.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -263039.562500 Penalty: 2798.116943
	Iteration 9Q: 3 clusters Score -263039.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -263169.375000 Penalty: 2798.116943
	Iteration 10Q: 3 clusters Score -263169.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -263276.968750 Penalty: 2798.116943
	Iteration 11Q: 3 clusters Score -263277 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -263361.375000 Penalty: 2798.116943
	Iteration 12Q: 3 clusters Score -263361.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -263429.250000 Penalty: 2798.116943
	Iteration 13Q: 3 clusters Score -263429.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -263486.093750 Penalty: 2798.116943
	Iteration 14Q: 3 clusters Score -263486.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -263537.500000 Penalty: 2798.116943
	Iteration 15Q: 3 clusters Score -263537.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -263562.156250 Penalty: 2798.116943
	Iteration 16Q: 3 clusters Score -263562.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -263584.562500 Penalty: 2798.116943
	Iteration 17Q: 3 clusters Score -263584.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -263601.468750 Penalty: 2798.116943
	Iteration 18Q: 3 clusters Score -263601.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -263615.375000 Penalty: 2798.116943
	Iteration 19Q: 3 clusters Score -263615.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -263628.125000 Penalty: 2798.116943
	Iteration 20F: 3 clusters Score -263628.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -263643.281250 Penalty: 2798.116943
	Iteration 21Q: 3 clusters Score -263643.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -263665.562500 Penalty: 2798.116943
	Iteration 22Q: 3 clusters Score -263665.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -263677.500000 Penalty: 2798.116943
	Iteration 23Q: 3 clusters Score -263677.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -263686.156250 Penalty: 2798.116943
	Iteration 24Q: 3 clusters Score -263686.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -263696.125000 Penalty: 2798.116943
	Iteration 25Q: 3 clusters Score -263696.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -263706.937500 Penalty: 2798.116943
	Iteration 26Q: 3 clusters Score -263706.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -263713.125000 Penalty: 2798.116943
	Iteration 27Q: 3 clusters Score -263713.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -263716.062500 Penalty: 2798.116943
	Iteration 28Q: 3 clusters Score -263716.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -263720.312500 Penalty: 2798.116943
	Iteration 29Q: 3 clusters Score -263720.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -263725.781250 Penalty: 2798.116943
	Iteration 30Q: 3 clusters Score -263725.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -263729.625000 Penalty: 2798.116943
	Iteration 31Q: 3 clusters Score -263729.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -263731.906250 Penalty: 2798.116943
	Iteration 32Q: 3 clusters Score -263731.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -263732.062500 Penalty: 2798.116943
	Iteration 33Q: 3 clusters Score -263732.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -263731.781250 Penalty: 2798.116943
	Iteration 34Q: 3 clusters Score -263731.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -263731.781250 Penalty: 2798.116943
	Iteration 35F: 3 clusters Score -263731.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55501 members 
Mstep: Class 4 contains 3314 members 
Mstep: Class 5 contains 5534 members 
Mstep: Class 6 contains 15223 members 
Mstep: Class 7 contains 8994 members 
Mstep: Class 8 contains 6430 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 14 contains 2419 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317735 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 6965 members 
Mstep: Class 20 contains 8923 members 
Mstep: Class 21 contains 5484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154630.000000 Penalty: 33916.507812
Iteration 239Q: 17 clusters Score -2.315463e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55500 members 
Mstep: Class 4 contains 3314 members 
Mstep: Class 5 contains 5534 members 
Mstep: Class 6 contains 15222 members 
Mstep: Class 7 contains 8995 members 
Mstep: Class 8 contains 6429 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 14 contains 2419 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317730 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 6964 members 
Mstep: Class 20 contains 8930 members 
Mstep: Class 21 contains 5484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154646.000000 Penalty: 33916.507812
Iteration 240F: 17 clusters Score -2.315465e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55499 members 
Mstep: Class 4 contains 3314 members 
Mstep: Class 5 contains 5534 members 
Mstep: Class 6 contains 15221 members 
Mstep: Class 7 contains 8996 members 
Mstep: Class 8 contains 6427 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 14 contains 2419 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317727 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 6964 members 
Mstep: Class 20 contains 8937 members 
Mstep: Class 21 contains 5483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154660.000000 Penalty: 33916.507812
Iteration 241Q: 17 clusters Score -2.315466e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55499 members 
Mstep: Class 4 contains 3314 members 
Mstep: Class 5 contains 5534 members 
Mstep: Class 6 contains 15221 members 
Mstep: Class 7 contains 8996 members 
Mstep: Class 8 contains 6426 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 14 contains 2419 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317724 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 6964 members 
Mstep: Class 20 contains 8941 members 
Mstep: Class 21 contains 5483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154650.000000 Penalty: 33916.507812
Iteration 242Q: 17 clusters Score -2.315465e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55498 members 
Mstep: Class 4 contains 3314 members 
Mstep: Class 5 contains 5534 members 
Mstep: Class 6 contains 15221 members 
Mstep: Class 7 contains 8996 members 
Mstep: Class 8 contains 6424 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 14 contains 2419 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317718 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 6964 members 
Mstep: Class 20 contains 8950 members 
Mstep: Class 21 contains 5483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154660.000000 Penalty: 33916.507812
Iteration 243Q: 17 clusters Score -2.315466e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55498 members 
Mstep: Class 4 contains 3314 members 
Mstep: Class 5 contains 5534 members 
Mstep: Class 6 contains 15221 members 
Mstep: Class 7 contains 8996 members 
Mstep: Class 8 contains 6424 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 14 contains 2419 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317709 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 6964 members 
Mstep: Class 20 contains 8959 members 
Mstep: Class 21 contains 5483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154660.000000 Penalty: 33916.507812
Iteration 244Q: 17 clusters Score -2.315466e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55498 members 
Mstep: Class 4 contains 3314 members 
Mstep: Class 5 contains 5534 members 
Mstep: Class 6 contains 15222 members 
Mstep: Class 7 contains 8996 members 
Mstep: Class 8 contains 6424 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 14 contains 2419 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317701 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 6964 members 
Mstep: Class 20 contains 8965 members 
Mstep: Class 21 contains 5483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154650.000000 Penalty: 33916.507812
Iteration 245Q: 17 clusters Score -2.315465e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55498 members 
Mstep: Class 4 contains 3314 members 
Mstep: Class 5 contains 5534 members 
Mstep: Class 6 contains 15222 members 
Mstep: Class 7 contains 8996 members 
Mstep: Class 8 contains 6424 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 14 contains 2419 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317700 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 6964 members 
Mstep: Class 20 contains 8967 members 
Mstep: Class 21 contains 5483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154658.000000 Penalty: 33916.507812
Iteration 246Q: 17 clusters Score -2.315466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55498 members 
Mstep: Class 4 contains 3314 members 
Mstep: Class 5 contains 5534 members 
Mstep: Class 6 contains 15222 members 
Mstep: Class 7 contains 8996 members 
Mstep: Class 8 contains 6424 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 14 contains 2419 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317699 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 6964 members 
Mstep: Class 20 contains 8969 members 
Mstep: Class 21 contains 5483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154658.000000 Penalty: 33916.507812
Iteration 247Q: 17 clusters Score -2.315466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55498 members 
Mstep: Class 4 contains 3314 members 
Mstep: Class 5 contains 5534 members 
Mstep: Class 6 contains 15222 members 
Mstep: Class 7 contains 8996 members 
Mstep: Class 8 contains 6424 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 14 contains 2419 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317699 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 6964 members 
Mstep: Class 20 contains 8969 members 
Mstep: Class 21 contains 5483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154662.000000 Penalty: 33916.507812
Iteration 248Q: 17 clusters Score -2.315466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55498 members 
Mstep: Class 4 contains 3314 members 
Mstep: Class 5 contains 5534 members 
Mstep: Class 6 contains 15222 members 
Mstep: Class 7 contains 8995 members 
Mstep: Class 8 contains 6424 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 14 contains 2419 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317699 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 6964 members 
Mstep: Class 20 contains 8970 members 
Mstep: Class 21 contains 5483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154644.000000 Penalty: 33916.507812
Iteration 249Q: 17 clusters Score -2.315464e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 55498 members 
Mstep: Class 4 contains 3314 members 
Mstep: Class 5 contains 5534 members 
Mstep: Class 6 contains 15222 members 
Mstep: Class 7 contains 8995 members 
Mstep: Class 8 contains 6424 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 14 contains 2419 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 317699 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 6964 members 
Mstep: Class 20 contains 8970 members 
Mstep: Class 21 contains 5483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154644.000000 Penalty: 33916.507812
Iteration 250F: 17 clusters Score -2.315464e+07 nChanged 0
Entering ConstructFrom: 
Score: -23154644.000000 Penalty: 33916.507812
Entering ConstructFrom: 
Trying to split cluster 1 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -65000.695312 Penalty: 1176.138916
	Iteration 0F: 2 clusters Score -65000.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -63333.816406 Penalty: 2352.277832
	Iteration 0F: 3 clusters Score -63333.82 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -63626.921875 Penalty: 2352.277832
	Iteration 1F: 3 clusters Score -63626.92 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -63696.089844 Penalty: 2352.277832
	Iteration 2F: 3 clusters Score -63696.09 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -63750.859375 Penalty: 2352.277832
	Iteration 3Q: 3 clusters Score -63750.86 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -63798.777344 Penalty: 2352.277832
	Iteration 4Q: 3 clusters Score -63798.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -63823.238281 Penalty: 2352.277832
	Iteration 5Q: 3 clusters Score -63823.24 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -63849.074219 Penalty: 2352.277832
	Iteration 6Q: 3 clusters Score -63849.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -63867.882812 Penalty: 2352.277832
	Iteration 7Q: 3 clusters Score -63867.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -63879.187500 Penalty: 2352.277832
	Iteration 8Q: 3 clusters Score -63879.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -63894.300781 Penalty: 2352.277832
	Iteration 9Q: 3 clusters Score -63894.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -63910.007812 Penalty: 2352.277832
	Iteration 10Q: 3 clusters Score -63910.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -63923.480469 Penalty: 2352.277832
	Iteration 11Q: 3 clusters Score -63923.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -63933.734375 Penalty: 2352.277832
	Iteration 12Q: 3 clusters Score -63933.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -63946.082031 Penalty: 2352.277832
	Iteration 13Q: 3 clusters Score -63946.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -63966.332031 Penalty: 2352.277832
	Iteration 14Q: 3 clusters Score -63966.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -63984.921875 Penalty: 2352.277832
	Iteration 15Q: 3 clusters Score -63984.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -64000.546875 Penalty: 2352.277832
	Iteration 16Q: 3 clusters Score -64000.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -64011.515625 Penalty: 2352.277832
	Iteration 17Q: 3 clusters Score -64011.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -64021.003906 Penalty: 2352.277832
	Iteration 18Q: 3 clusters Score -64021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -64024.074219 Penalty: 2352.277832
	Iteration 19Q: 3 clusters Score -64024.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -64029.652344 Penalty: 2352.277832
	Iteration 20F: 3 clusters Score -64029.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -64030.660156 Penalty: 2352.277832
	Iteration 21Q: 3 clusters Score -64030.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -64031.246094 Penalty: 2352.277832
	Iteration 22Q: 3 clusters Score -64031.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -64032.421875 Penalty: 2352.277832
	Iteration 23Q: 3 clusters Score -64032.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -64035.628906 Penalty: 2352.277832
	Iteration 24Q: 3 clusters Score -64035.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -64036.332031 Penalty: 2352.277832
	Iteration 25Q: 3 clusters Score -64036.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -64039.722656 Penalty: 2352.277832
	Iteration 26Q: 3 clusters Score -64039.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -64042.386719 Penalty: 2352.277832
	Iteration 27Q: 3 clusters Score -64042.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -64043.894531 Penalty: 2352.277832
	Iteration 28Q: 3 clusters Score -64043.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -64044.488281 Penalty: 2352.277832
	Iteration 29Q: 3 clusters Score -64044.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -64044.488281 Penalty: 2352.277832
	Iteration 30F: 3 clusters Score -64044.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Entering Unmasked Estep 
Score: -219861.890625 Penalty: 1362.678955
	Iteration 0F: 2 clusters Score -219861.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -216264.718750 Penalty: 2725.357910
	Iteration 0F: 3 clusters Score -216264.7 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -217250.343750 Penalty: 2725.357910
	Iteration 1F: 3 clusters Score -217250.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -217491.906250 Penalty: 2725.357910
	Iteration 2F: 3 clusters Score -217491.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -217723.281250 Penalty: 2725.357910
	Iteration 3F: 3 clusters Score -217723.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -217930.687500 Penalty: 2725.357910
	Iteration 4F: 3 clusters Score -217930.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -218131.328125 Penalty: 2725.357910
	Iteration 5F: 3 clusters Score -218131.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -218281.796875 Penalty: 2725.357910
	Iteration 6Q: 3 clusters Score -218281.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -218426.265625 Penalty: 2725.357910
	Iteration 7Q: 3 clusters Score -218426.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -218512.140625 Penalty: 2725.357910
	Iteration 8Q: 3 clusters Score -218512.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -218577.937500 Penalty: 2725.357910
	Iteration 9Q: 3 clusters Score -218577.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -218621.812500 Penalty: 2725.357910
	Iteration 10Q: 3 clusters Score -218621.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -218653.031250 Penalty: 2725.357910
	Iteration 11Q: 3 clusters Score -218653 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -218667.531250 Penalty: 2725.357910
	Iteration 12Q: 3 clusters Score -218667.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -218675.875000 Penalty: 2725.357910
	Iteration 13Q: 3 clusters Score -218675.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -218683.468750 Penalty: 2725.357910
	Iteration 14Q: 3 clusters Score -218683.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -218690.671875 Penalty: 2725.357910
	Iteration 15Q: 3 clusters Score -218690.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -218695.765625 Penalty: 2725.357910
	Iteration 16Q: 3 clusters Score -218695.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -218702.171875 Penalty: 2725.357910
	Iteration 17Q: 3 clusters Score -218702.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -218708.531250 Penalty: 2725.357910
	Iteration 18Q: 3 clusters Score -218708.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -218712.578125 Penalty: 2725.357910
	Iteration 19Q: 3 clusters Score -218712.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -218719.687500 Penalty: 2725.357910
	Iteration 20F: 3 clusters Score -218719.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -218724.500000 Penalty: 2725.357910
	Iteration 21Q: 3 clusters Score -218724.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -218728.546875 Penalty: 2725.357910
	Iteration 22Q: 3 clusters Score -218728.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -218733.484375 Penalty: 2725.357910
	Iteration 23Q: 3 clusters Score -218733.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -218739.359375 Penalty: 2725.357910
	Iteration 24Q: 3 clusters Score -218739.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -218748.375000 Penalty: 2725.357910
	Iteration 25Q: 3 clusters Score -218748.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -218756.437500 Penalty: 2725.357910
	Iteration 26Q: 3 clusters Score -218756.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -218765.562500 Penalty: 2725.357910
	Iteration 27Q: 3 clusters Score -218765.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -218782.437500 Penalty: 2725.357910
	Iteration 28Q: 3 clusters Score -218782.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -218799.609375 Penalty: 2725.357910
	Iteration 29Q: 3 clusters Score -218799.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -218824.515625 Penalty: 2725.357910
	Iteration 30Q: 3 clusters Score -218824.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -218850.187500 Penalty: 2725.357910
	Iteration 31Q: 3 clusters Score -218850.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -218897.203125 Penalty: 2725.357910
	Iteration 32Q: 3 clusters Score -218897.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -218972.656250 Penalty: 2725.357910
	Iteration 33Q: 3 clusters Score -218972.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -219054.656250 Penalty: 2725.357910
	Iteration 34Q: 3 clusters Score -219054.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -219140.968750 Penalty: 2725.357910
	Iteration 35Q: 3 clusters Score -219141 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -219236.140625 Penalty: 2725.357910
	Iteration 36Q: 3 clusters Score -219236.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -219341.609375 Penalty: 2725.357910
	Iteration 37Q: 3 clusters Score -219341.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -219419.843750 Penalty: 2725.357910
	Iteration 38Q: 3 clusters Score -219419.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -219450.171875 Penalty: 2725.357910
	Iteration 39Q: 3 clusters Score -219450.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -219462.531250 Penalty: 2725.357910
	Iteration 40F: 3 clusters Score -219462.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -219469.656250 Penalty: 2725.357910
	Iteration 41Q: 3 clusters Score -219469.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -219473.796875 Penalty: 2725.357910
	Iteration 42Q: 3 clusters Score -219473.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -219476.937500 Penalty: 2725.357910
	Iteration 43Q: 3 clusters Score -219476.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -219480.250000 Penalty: 2725.357910
	Iteration 44Q: 3 clusters Score -219480.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -219482.500000 Penalty: 2725.357910
	Iteration 45Q: 3 clusters Score -219482.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -219485.109375 Penalty: 2725.357910
	Iteration 46Q: 3 clusters Score -219485.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -219486.062500 Penalty: 2725.357910
	Iteration 47Q: 3 clusters Score -219486.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -219487.593750 Penalty: 2725.357910
	Iteration 48Q: 3 clusters Score -219487.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -219488.562500 Penalty: 2725.357910
	Iteration 49Q: 3 clusters Score -219488.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -219488.859375 Penalty: 2725.357910
	Iteration 50Q: 3 clusters Score -219488.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -219488.921875 Penalty: 2725.357910
	Iteration 51Q: 3 clusters Score -219488.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -219488.921875 Penalty: 2725.357910
	Iteration 52F: 3 clusters Score -219488.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (55498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55498 members 
Entering Unmasked Estep 
Score: -2890215.750000 Penalty: 1775.166504
	Iteration 0F: 2 clusters Score -2890216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -2853384.250000 Penalty: 3550.333008
	Iteration 0F: 3 clusters Score -2853384 nChanged 25819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -2867936.500000 Penalty: 3550.333008
	Iteration 1F: 3 clusters Score -2867936 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -2868758.250000 Penalty: 3550.333008
	Iteration 2Q: 3 clusters Score -2868758 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -2869952.750000 Penalty: 3550.333008
	Iteration 3Q: 3 clusters Score -2869953 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2871845.000000 Penalty: 3550.333008
	Iteration 4F: 3 clusters Score -2871845 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2874853.750000 Penalty: 3550.333008
	Iteration 5F: 3 clusters Score -2874854 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2878875.750000 Penalty: 3550.333008
	Iteration 6F: 3 clusters Score -2878876 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49101 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2883001.500000 Penalty: 3550.333008
	Iteration 7F: 3 clusters Score -2883002 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52268 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2886032.750000 Penalty: 3550.333008
	Iteration 8F: 3 clusters Score -2886033 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54002 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2887610.000000 Penalty: 3550.333008
	Iteration 9Q: 3 clusters Score -2887610 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54721 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2888215.000000 Penalty: 3550.333008
	Iteration 10Q: 3 clusters Score -2888215 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55012 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2888491.750000 Penalty: 3550.333008
	Iteration 11Q: 3 clusters Score -2888492 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2888613.250000 Penalty: 3550.333008
	Iteration 12Q: 3 clusters Score -2888613 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55197 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2888672.250000 Penalty: 3550.333008
	Iteration 13Q: 3 clusters Score -2888672 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55224 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2888714.250000 Penalty: 3550.333008
	Iteration 14Q: 3 clusters Score -2888714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55244 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2888742.000000 Penalty: 3550.333008
	Iteration 15Q: 3 clusters Score -2888742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55256 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2888747.000000 Penalty: 3550.333008
	Iteration 16Q: 3 clusters Score -2888747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55261 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2888761.500000 Penalty: 3550.333008
	Iteration 17Q: 3 clusters Score -2888762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55264 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2888768.250000 Penalty: 3550.333008
	Iteration 18Q: 3 clusters Score -2888768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55262 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2888771.250000 Penalty: 3550.333008
	Iteration 19Q: 3 clusters Score -2888771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55263 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2888771.750000 Penalty: 3550.333008
	Iteration 20F: 3 clusters Score -2888772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Entering Unmasked Estep 
Score: -172659.062500 Penalty: 1317.210571
	Iteration 0F: 2 clusters Score -172659.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -169662.890625 Penalty: 2634.421143
	Iteration 0F: 3 clusters Score -169662.9 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -170373.953125 Penalty: 2634.421143
	Iteration 1F: 3 clusters Score -170374 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -170521.421875 Penalty: 2634.421143
	Iteration 2F: 3 clusters Score -170521.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -170607.015625 Penalty: 2634.421143
	Iteration 3F: 3 clusters Score -170607 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -170661.609375 Penalty: 2634.421143
	Iteration 4Q: 3 clusters Score -170661.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -170699.906250 Penalty: 2634.421143
	Iteration 5Q: 3 clusters Score -170699.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -170728.359375 Penalty: 2634.421143
	Iteration 6Q: 3 clusters Score -170728.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -170760.906250 Penalty: 2634.421143
	Iteration 7Q: 3 clusters Score -170760.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -170788.859375 Penalty: 2634.421143
	Iteration 8Q: 3 clusters Score -170788.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -170813.593750 Penalty: 2634.421143
	Iteration 9Q: 3 clusters Score -170813.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -170833.000000 Penalty: 2634.421143
	Iteration 10Q: 3 clusters Score -170833 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -170848.906250 Penalty: 2634.421143
	Iteration 11Q: 3 clusters Score -170848.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -170863.515625 Penalty: 2634.421143
	Iteration 12Q: 3 clusters Score -170863.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -170873.062500 Penalty: 2634.421143
	Iteration 13Q: 3 clusters Score -170873.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -170884.406250 Penalty: 2634.421143
	Iteration 14Q: 3 clusters Score -170884.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -170898.484375 Penalty: 2634.421143
	Iteration 15Q: 3 clusters Score -170898.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -170907.546875 Penalty: 2634.421143
	Iteration 16Q: 3 clusters Score -170907.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -170913.578125 Penalty: 2634.421143
	Iteration 17Q: 3 clusters Score -170913.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -170918.859375 Penalty: 2634.421143
	Iteration 18Q: 3 clusters Score -170918.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -170922.406250 Penalty: 2634.421143
	Iteration 19Q: 3 clusters Score -170922.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -170925.656250 Penalty: 2634.421143
	Iteration 20F: 3 clusters Score -170925.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -170927.375000 Penalty: 2634.421143
	Iteration 21Q: 3 clusters Score -170927.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -170929.796875 Penalty: 2634.421143
	Iteration 22Q: 3 clusters Score -170929.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -170932.687500 Penalty: 2634.421143
	Iteration 23Q: 3 clusters Score -170932.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -170937.453125 Penalty: 2634.421143
	Iteration 24Q: 3 clusters Score -170937.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -170941.718750 Penalty: 2634.421143
	Iteration 25Q: 3 clusters Score -170941.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -170944.796875 Penalty: 2634.421143
	Iteration 26Q: 3 clusters Score -170944.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -170951.546875 Penalty: 2634.421143
	Iteration 27Q: 3 clusters Score -170951.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -170955.984375 Penalty: 2634.421143
	Iteration 28Q: 3 clusters Score -170956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -170959.843750 Penalty: 2634.421143
	Iteration 29Q: 3 clusters Score -170959.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -170965.984375 Penalty: 2634.421143
	Iteration 30Q: 3 clusters Score -170966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -170970.734375 Penalty: 2634.421143
	Iteration 31Q: 3 clusters Score -170970.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -170974.468750 Penalty: 2634.421143
	Iteration 32Q: 3 clusters Score -170974.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -170977.437500 Penalty: 2634.421143
	Iteration 33Q: 3 clusters Score -170977.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -170978.937500 Penalty: 2634.421143
	Iteration 34Q: 3 clusters Score -170978.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -170979.843750 Penalty: 2634.421143
	Iteration 35Q: 3 clusters Score -170979.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -170981.171875 Penalty: 2634.421143
	Iteration 36Q: 3 clusters Score -170981.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -170982.625000 Penalty: 2634.421143
	Iteration 37Q: 3 clusters Score -170982.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -170986.046875 Penalty: 2634.421143
	Iteration 38Q: 3 clusters Score -170986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -170989.656250 Penalty: 2634.421143
	Iteration 39Q: 3 clusters Score -170989.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -170992.906250 Penalty: 2634.421143
	Iteration 40F: 3 clusters Score -170992.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -170996.296875 Penalty: 2634.421143
	Iteration 41Q: 3 clusters Score -170996.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -170999.203125 Penalty: 2634.421143
	Iteration 42Q: 3 clusters Score -170999.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -171001.328125 Penalty: 2634.421143
	Iteration 43Q: 3 clusters Score -171001.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -171002.859375 Penalty: 2634.421143
	Iteration 44Q: 3 clusters Score -171002.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -171003.671875 Penalty: 2634.421143
	Iteration 45Q: 3 clusters Score -171003.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -171005.015625 Penalty: 2634.421143
	Iteration 46Q: 3 clusters Score -171005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -171006.359375 Penalty: 2634.421143
	Iteration 47Q: 3 clusters Score -171006.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -171008.546875 Penalty: 2634.421143
	Iteration 48Q: 3 clusters Score -171008.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -171011.937500 Penalty: 2634.421143
	Iteration 49Q: 3 clusters Score -171011.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -171015.171875 Penalty: 2634.421143
	Iteration 50Q: 3 clusters Score -171015.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -171018.609375 Penalty: 2634.421143
	Iteration 51Q: 3 clusters Score -171018.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -171024.515625 Penalty: 2634.421143
	Iteration 52Q: 3 clusters Score -171024.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -171032.546875 Penalty: 2634.421143
	Iteration 53Q: 3 clusters Score -171032.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -171043.796875 Penalty: 2634.421143
	Iteration 54Q: 3 clusters Score -171043.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -171055.546875 Penalty: 2634.421143
	Iteration 55Q: 3 clusters Score -171055.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -171069.000000 Penalty: 2634.421143
	Iteration 56Q: 3 clusters Score -171069 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -171080.625000 Penalty: 2634.421143
	Iteration 57Q: 3 clusters Score -171080.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -171093.218750 Penalty: 2634.421143
	Iteration 58Q: 3 clusters Score -171093.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -171104.843750 Penalty: 2634.421143
	Iteration 59Q: 3 clusters Score -171104.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -171116.390625 Penalty: 2634.421143
	Iteration 60F: 3 clusters Score -171116.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -171128.687500 Penalty: 2634.421143
	Iteration 61Q: 3 clusters Score -171128.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -171144.734375 Penalty: 2634.421143
	Iteration 62Q: 3 clusters Score -171144.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -171162.359375 Penalty: 2634.421143
	Iteration 63Q: 3 clusters Score -171162.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -171177.750000 Penalty: 2634.421143
	Iteration 64Q: 3 clusters Score -171177.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -171191.218750 Penalty: 2634.421143
	Iteration 65Q: 3 clusters Score -171191.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -171205.062500 Penalty: 2634.421143
	Iteration 66Q: 3 clusters Score -171205.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -171217.484375 Penalty: 2634.421143
	Iteration 67Q: 3 clusters Score -171217.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -171228.906250 Penalty: 2634.421143
	Iteration 68Q: 3 clusters Score -171228.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -171238.500000 Penalty: 2634.421143
	Iteration 69Q: 3 clusters Score -171238.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -171245.531250 Penalty: 2634.421143
	Iteration 70Q: 3 clusters Score -171245.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -171253.015625 Penalty: 2634.421143
	Iteration 71Q: 3 clusters Score -171253 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -171262.906250 Penalty: 2634.421143
	Iteration 72Q: 3 clusters Score -171262.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -171277.640625 Penalty: 2634.421143
	Iteration 73Q: 3 clusters Score -171277.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -171293.640625 Penalty: 2634.421143
	Iteration 74Q: 3 clusters Score -171293.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -171309.437500 Penalty: 2634.421143
	Iteration 75Q: 3 clusters Score -171309.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -171319.031250 Penalty: 2634.421143
	Iteration 76Q: 3 clusters Score -171319 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -171331.437500 Penalty: 2634.421143
	Iteration 77Q: 3 clusters Score -171331.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -171344.328125 Penalty: 2634.421143
	Iteration 78Q: 3 clusters Score -171344.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -171362.890625 Penalty: 2634.421143
	Iteration 79Q: 3 clusters Score -171362.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -171373.031250 Penalty: 2634.421143
	Iteration 80F: 3 clusters Score -171373 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -171385.906250 Penalty: 2634.421143
	Iteration 81Q: 3 clusters Score -171385.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -171398.234375 Penalty: 2634.421143
	Iteration 82Q: 3 clusters Score -171398.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -171408.656250 Penalty: 2634.421143
	Iteration 83Q: 3 clusters Score -171408.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -171418.531250 Penalty: 2634.421143
	Iteration 84Q: 3 clusters Score -171418.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -171424.703125 Penalty: 2634.421143
	Iteration 85Q: 3 clusters Score -171424.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -171433.906250 Penalty: 2634.421143
	Iteration 86Q: 3 clusters Score -171433.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -171443.328125 Penalty: 2634.421143
	Iteration 87Q: 3 clusters Score -171443.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -171448.421875 Penalty: 2634.421143
	Iteration 88Q: 3 clusters Score -171448.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -171454.703125 Penalty: 2634.421143
	Iteration 89Q: 3 clusters Score -171454.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -171457.140625 Penalty: 2634.421143
	Iteration 90Q: 3 clusters Score -171457.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -171459.140625 Penalty: 2634.421143
	Iteration 91Q: 3 clusters Score -171459.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -171459.609375 Penalty: 2634.421143
	Iteration 92Q: 3 clusters Score -171459.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -171466.078125 Penalty: 2634.421143
	Iteration 93Q: 3 clusters Score -171466.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -171467.625000 Penalty: 2634.421143
	Iteration 94Q: 3 clusters Score -171467.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -171468.468750 Penalty: 2634.421143
	Iteration 95Q: 3 clusters Score -171468.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -171468.984375 Penalty: 2634.421143
	Iteration 96Q: 3 clusters Score -171469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -171468.984375 Penalty: 2634.421143
	Iteration 97F: 3 clusters Score -171469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Entering Unmasked Estep 
Score: -304540.000000 Penalty: 1400.533203
	Iteration 0F: 2 clusters Score -304540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -300191.968750 Penalty: 2801.066406
	Iteration 0F: 3 clusters Score -300192 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -301405.718750 Penalty: 2801.066406
	Iteration 1F: 3 clusters Score -301405.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -301592.656250 Penalty: 2801.066406
	Iteration 2F: 3 clusters Score -301592.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -301703.687500 Penalty: 2801.066406
	Iteration 3Q: 3 clusters Score -301703.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -301788.656250 Penalty: 2801.066406
	Iteration 4Q: 3 clusters Score -301788.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -301868.625000 Penalty: 2801.066406
	Iteration 5Q: 3 clusters Score -301868.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -301953.500000 Penalty: 2801.066406
	Iteration 6Q: 3 clusters Score -301953.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -302042.812500 Penalty: 2801.066406
	Iteration 7Q: 3 clusters Score -302042.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -302131.937500 Penalty: 2801.066406
	Iteration 8Q: 3 clusters Score -302131.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -302222.312500 Penalty: 2801.066406
	Iteration 9Q: 3 clusters Score -302222.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -302328.031250 Penalty: 2801.066406
	Iteration 10Q: 3 clusters Score -302328 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -302446.968750 Penalty: 2801.066406
	Iteration 11Q: 3 clusters Score -302447 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -302570.843750 Penalty: 2801.066406
	Iteration 12Q: 3 clusters Score -302570.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -302690.125000 Penalty: 2801.066406
	Iteration 13Q: 3 clusters Score -302690.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -302812.906250 Penalty: 2801.066406
	Iteration 14Q: 3 clusters Score -302812.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -302916.218750 Penalty: 2801.066406
	Iteration 15Q: 3 clusters Score -302916.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -303010.718750 Penalty: 2801.066406
	Iteration 16Q: 3 clusters Score -303010.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -303092.718750 Penalty: 2801.066406
	Iteration 17Q: 3 clusters Score -303092.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -303150.156250 Penalty: 2801.066406
	Iteration 18Q: 3 clusters Score -303150.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -303203.562500 Penalty: 2801.066406
	Iteration 19Q: 3 clusters Score -303203.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -303244.625000 Penalty: 2801.066406
	Iteration 20F: 3 clusters Score -303244.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -303272.750000 Penalty: 2801.066406
	Iteration 21Q: 3 clusters Score -303272.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -303288.812500 Penalty: 2801.066406
	Iteration 22Q: 3 clusters Score -303288.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -303301.187500 Penalty: 2801.066406
	Iteration 23Q: 3 clusters Score -303301.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -303310.562500 Penalty: 2801.066406
	Iteration 24Q: 3 clusters Score -303310.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -303317.468750 Penalty: 2801.066406
	Iteration 25Q: 3 clusters Score -303317.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -303323.062500 Penalty: 2801.066406
	Iteration 26Q: 3 clusters Score -303323.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -303327.562500 Penalty: 2801.066406
	Iteration 27Q: 3 clusters Score -303327.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -303328.906250 Penalty: 2801.066406
	Iteration 28Q: 3 clusters Score -303328.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -303330.031250 Penalty: 2801.066406
	Iteration 29Q: 3 clusters Score -303330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -303330.531250 Penalty: 2801.066406
	Iteration 30Q: 3 clusters Score -303330.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -303330.531250 Penalty: 2801.066406
	Iteration 31F: 3 clusters Score -303330.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Entering Unmasked Estep 
Score: -793323.125000 Penalty: 1564.955811
	Iteration 0F: 2 clusters Score -793323.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -782679.875000 Penalty: 3129.911621
	Iteration 0F: 3 clusters Score -782679.9 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -786338.687500 Penalty: 3129.911621
	Iteration 1F: 3 clusters Score -786338.7 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -786657.125000 Penalty: 3129.911621
	Iteration 2F: 3 clusters Score -786657.1 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -787018.250000 Penalty: 3129.911621
	Iteration 3F: 3 clusters Score -787018.2 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -787491.625000 Penalty: 3129.911621
	Iteration 4F: 3 clusters Score -787491.6 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -788174.750000 Penalty: 3129.911621
	Iteration 5F: 3 clusters Score -788174.8 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -788992.937500 Penalty: 3129.911621
	Iteration 6F: 3 clusters Score -788992.9 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -789928.875000 Penalty: 3129.911621
	Iteration 7F: 3 clusters Score -789928.9 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -790766.062500 Penalty: 3129.911621
	Iteration 8F: 3 clusters Score -790766.1 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -791373.750000 Penalty: 3129.911621
	Iteration 9Q: 3 clusters Score -791373.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -791729.062500 Penalty: 3129.911621
	Iteration 10Q: 3 clusters Score -791729.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -791917.437500 Penalty: 3129.911621
	Iteration 11Q: 3 clusters Score -791917.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -792017.125000 Penalty: 3129.911621
	Iteration 12Q: 3 clusters Score -792017.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -792056.312500 Penalty: 3129.911621
	Iteration 13Q: 3 clusters Score -792056.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -792085.625000 Penalty: 3129.911621
	Iteration 14Q: 3 clusters Score -792085.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -792107.375000 Penalty: 3129.911621
	Iteration 15Q: 3 clusters Score -792107.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -792125.312500 Penalty: 3129.911621
	Iteration 16Q: 3 clusters Score -792125.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -792136.750000 Penalty: 3129.911621
	Iteration 17Q: 3 clusters Score -792136.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -792145.812500 Penalty: 3129.911621
	Iteration 18Q: 3 clusters Score -792145.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -792152.062500 Penalty: 3129.911621
	Iteration 19Q: 3 clusters Score -792152.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -792156.187500 Penalty: 3129.911621
	Iteration 20F: 3 clusters Score -792156.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -792162.000000 Penalty: 3129.911621
	Iteration 21Q: 3 clusters Score -792162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -792167.625000 Penalty: 3129.911621
	Iteration 22Q: 3 clusters Score -792167.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -792170.125000 Penalty: 3129.911621
	Iteration 23Q: 3 clusters Score -792170.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -792171.312500 Penalty: 3129.911621
	Iteration 24Q: 3 clusters Score -792171.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -792172.312500 Penalty: 3129.911621
	Iteration 25Q: 3 clusters Score -792172.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -792178.062500 Penalty: 3129.911621
	Iteration 26Q: 3 clusters Score -792178.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -792183.562500 Penalty: 3129.911621
	Iteration 27Q: 3 clusters Score -792183.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -792187.125000 Penalty: 3129.911621
	Iteration 28Q: 3 clusters Score -792187.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -792190.437500 Penalty: 3129.911621
	Iteration 29Q: 3 clusters Score -792190.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -792192.000000 Penalty: 3129.911621
	Iteration 30Q: 3 clusters Score -792192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -792194.187500 Penalty: 3129.911621
	Iteration 31Q: 3 clusters Score -792194.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -792195.125000 Penalty: 3129.911621
	Iteration 32Q: 3 clusters Score -792195.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -792196.687500 Penalty: 3129.911621
	Iteration 33Q: 3 clusters Score -792196.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -792197.812500 Penalty: 3129.911621
	Iteration 34Q: 3 clusters Score -792197.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -792198.875000 Penalty: 3129.911621
	Iteration 35Q: 3 clusters Score -792198.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -792198.562500 Penalty: 3129.911621
	Iteration 36Q: 3 clusters Score -792198.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -792197.875000 Penalty: 3129.911621
	Iteration 37Q: 3 clusters Score -792197.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -792197.875000 Penalty: 3129.911621
	Iteration 38F: 3 clusters Score -792197.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Entering Unmasked Estep 
Score: -468423.468750 Penalty: 1479.468994
	Iteration 0F: 2 clusters Score -468423.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -461898.031250 Penalty: 2958.937988
	Iteration 0F: 3 clusters Score -461898 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -463891.437500 Penalty: 2958.937988
	Iteration 1F: 3 clusters Score -463891.4 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -464149.718750 Penalty: 2958.937988
	Iteration 2F: 3 clusters Score -464149.7 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -464355.781250 Penalty: 2958.937988
	Iteration 3F: 3 clusters Score -464355.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -464524.375000 Penalty: 2958.937988
	Iteration 4Q: 3 clusters Score -464524.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -464680.218750 Penalty: 2958.937988
	Iteration 5Q: 3 clusters Score -464680.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -464855.218750 Penalty: 2958.937988
	Iteration 6Q: 3 clusters Score -464855.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -465065.593750 Penalty: 2958.937988
	Iteration 7Q: 3 clusters Score -465065.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -465267.281250 Penalty: 2958.937988
	Iteration 8Q: 3 clusters Score -465267.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -465513.562500 Penalty: 2958.937988
	Iteration 9Q: 3 clusters Score -465513.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -465771.875000 Penalty: 2958.937988
	Iteration 10Q: 3 clusters Score -465771.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -465995.750000 Penalty: 2958.937988
	Iteration 11Q: 3 clusters Score -465995.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -466199.343750 Penalty: 2958.937988
	Iteration 12Q: 3 clusters Score -466199.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -466328.968750 Penalty: 2958.937988
	Iteration 13Q: 3 clusters Score -466329 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -466404.875000 Penalty: 2958.937988
	Iteration 14Q: 3 clusters Score -466404.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -466462.562500 Penalty: 2958.937988
	Iteration 15Q: 3 clusters Score -466462.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -466512.500000 Penalty: 2958.937988
	Iteration 16Q: 3 clusters Score -466512.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -466547.718750 Penalty: 2958.937988
	Iteration 17Q: 3 clusters Score -466547.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -466567.718750 Penalty: 2958.937988
	Iteration 18Q: 3 clusters Score -466567.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -466585.843750 Penalty: 2958.937988
	Iteration 19Q: 3 clusters Score -466585.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -466605.062500 Penalty: 2958.937988
	Iteration 20F: 3 clusters Score -466605.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -466618.843750 Penalty: 2958.937988
	Iteration 21Q: 3 clusters Score -466618.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -466629.250000 Penalty: 2958.937988
	Iteration 22Q: 3 clusters Score -466629.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -466636.468750 Penalty: 2958.937988
	Iteration 23Q: 3 clusters Score -466636.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -466644.281250 Penalty: 2958.937988
	Iteration 24Q: 3 clusters Score -466644.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -466649.687500 Penalty: 2958.937988
	Iteration 25Q: 3 clusters Score -466649.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -466652.468750 Penalty: 2958.937988
	Iteration 26Q: 3 clusters Score -466652.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -466658.718750 Penalty: 2958.937988
	Iteration 27Q: 3 clusters Score -466658.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -466664.562500 Penalty: 2958.937988
	Iteration 28Q: 3 clusters Score -466664.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -466668.093750 Penalty: 2958.937988
	Iteration 29Q: 3 clusters Score -466668.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -466674.500000 Penalty: 2958.937988
	Iteration 30Q: 3 clusters Score -466674.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -466678.375000 Penalty: 2958.937988
	Iteration 31Q: 3 clusters Score -466678.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -466683.250000 Penalty: 2958.937988
	Iteration 32Q: 3 clusters Score -466683.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -466689.093750 Penalty: 2958.937988
	Iteration 33Q: 3 clusters Score -466689.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -466693.156250 Penalty: 2958.937988
	Iteration 34Q: 3 clusters Score -466693.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -466697.031250 Penalty: 2958.937988
	Iteration 35Q: 3 clusters Score -466697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -466699.968750 Penalty: 2958.937988
	Iteration 36Q: 3 clusters Score -466700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -466704.437500 Penalty: 2958.937988
	Iteration 37Q: 3 clusters Score -466704.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -466707.437500 Penalty: 2958.937988
	Iteration 38Q: 3 clusters Score -466707.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -466711.093750 Penalty: 2958.937988
	Iteration 39Q: 3 clusters Score -466711.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -466715.468750 Penalty: 2958.937988
	Iteration 40F: 3 clusters Score -466715.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -466722.281250 Penalty: 2958.937988
	Iteration 41Q: 3 clusters Score -466722.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -466726.843750 Penalty: 2958.937988
	Iteration 42Q: 3 clusters Score -466726.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -466733.625000 Penalty: 2958.937988
	Iteration 43Q: 3 clusters Score -466733.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -466739.937500 Penalty: 2958.937988
	Iteration 44Q: 3 clusters Score -466739.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -466747.187500 Penalty: 2958.937988
	Iteration 45Q: 3 clusters Score -466747.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -466752.968750 Penalty: 2958.937988
	Iteration 46Q: 3 clusters Score -466753 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -466759.562500 Penalty: 2958.937988
	Iteration 47Q: 3 clusters Score -466759.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -466763.812500 Penalty: 2958.937988
	Iteration 48Q: 3 clusters Score -466763.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -466768.281250 Penalty: 2958.937988
	Iteration 49Q: 3 clusters Score -466768.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -466771.156250 Penalty: 2958.937988
	Iteration 50Q: 3 clusters Score -466771.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -466773.843750 Penalty: 2958.937988
	Iteration 51Q: 3 clusters Score -466773.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -466777.968750 Penalty: 2958.937988
	Iteration 52Q: 3 clusters Score -466778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -466781.593750 Penalty: 2958.937988
	Iteration 53Q: 3 clusters Score -466781.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -466787.468750 Penalty: 2958.937988
	Iteration 54Q: 3 clusters Score -466787.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -466795.250000 Penalty: 2958.937988
	Iteration 55Q: 3 clusters Score -466795.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -466806.781250 Penalty: 2958.937988
	Iteration 56Q: 3 clusters Score -466806.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -466812.843750 Penalty: 2958.937988
	Iteration 57Q: 3 clusters Score -466812.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -466819.593750 Penalty: 2958.937988
	Iteration 58Q: 3 clusters Score -466819.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -466825.718750 Penalty: 2958.937988
	Iteration 59Q: 3 clusters Score -466825.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -466831.343750 Penalty: 2958.937988
	Iteration 60F: 3 clusters Score -466831.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -466835.750000 Penalty: 2958.937988
	Iteration 61Q: 3 clusters Score -466835.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -466839.437500 Penalty: 2958.937988
	Iteration 62Q: 3 clusters Score -466839.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -466843.031250 Penalty: 2958.937988
	Iteration 63Q: 3 clusters Score -466843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -466844.718750 Penalty: 2958.937988
	Iteration 64Q: 3 clusters Score -466844.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -466847.875000 Penalty: 2958.937988
	Iteration 65Q: 3 clusters Score -466847.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -466851.500000 Penalty: 2958.937988
	Iteration 66Q: 3 clusters Score -466851.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -466852.031250 Penalty: 2958.937988
	Iteration 67Q: 3 clusters Score -466852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -466854.843750 Penalty: 2958.937988
	Iteration 68Q: 3 clusters Score -466854.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -466857.906250 Penalty: 2958.937988
	Iteration 69Q: 3 clusters Score -466857.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -466857.906250 Penalty: 2958.937988
	Iteration 70Q: 3 clusters Score -466857.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -466858.937500 Penalty: 2958.937988
	Iteration 71Q: 3 clusters Score -466858.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -466858.750000 Penalty: 2958.937988
	Iteration 72Q: 3 clusters Score -466858.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -466858.750000 Penalty: 2958.937988
	Iteration 73F: 3 clusters Score -466858.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Entering Unmasked Estep 
Score: -350237.687500 Penalty: 1424.766968
	Iteration 0F: 2 clusters Score -350237.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -345320.343750 Penalty: 2849.533936
	Iteration 0F: 3 clusters Score -345320.3 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -346720.812500 Penalty: 2849.533936
	Iteration 1F: 3 clusters Score -346720.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -346896.625000 Penalty: 2849.533936
	Iteration 2F: 3 clusters Score -346896.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -347033.968750 Penalty: 2849.533936
	Iteration 3Q: 3 clusters Score -347034 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -347155.562500 Penalty: 2849.533936
	Iteration 4Q: 3 clusters Score -347155.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -347279.125000 Penalty: 2849.533936
	Iteration 5Q: 3 clusters Score -347279.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -347420.937500 Penalty: 2849.533936
	Iteration 6Q: 3 clusters Score -347420.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -347578.187500 Penalty: 2849.533936
	Iteration 7Q: 3 clusters Score -347578.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -347756.437500 Penalty: 2849.533936
	Iteration 8Q: 3 clusters Score -347756.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -347943.437500 Penalty: 2849.533936
	Iteration 9Q: 3 clusters Score -347943.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -348155.656250 Penalty: 2849.533936
	Iteration 10Q: 3 clusters Score -348155.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -348373.218750 Penalty: 2849.533936
	Iteration 11Q: 3 clusters Score -348373.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -348577.375000 Penalty: 2849.533936
	Iteration 12Q: 3 clusters Score -348577.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -348713.812500 Penalty: 2849.533936
	Iteration 13Q: 3 clusters Score -348713.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -348809.875000 Penalty: 2849.533936
	Iteration 14Q: 3 clusters Score -348809.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -348882.968750 Penalty: 2849.533936
	Iteration 15Q: 3 clusters Score -348883 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -348921.468750 Penalty: 2849.533936
	Iteration 16Q: 3 clusters Score -348921.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -348949.031250 Penalty: 2849.533936
	Iteration 17Q: 3 clusters Score -348949 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -348966.968750 Penalty: 2849.533936
	Iteration 18Q: 3 clusters Score -348967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -348977.968750 Penalty: 2849.533936
	Iteration 19Q: 3 clusters Score -348978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -348989.718750 Penalty: 2849.533936
	Iteration 20F: 3 clusters Score -348989.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -348998.406250 Penalty: 2849.533936
	Iteration 21Q: 3 clusters Score -348998.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -349007.187500 Penalty: 2849.533936
	Iteration 22Q: 3 clusters Score -349007.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -349019.812500 Penalty: 2849.533936
	Iteration 23Q: 3 clusters Score -349019.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -349025.750000 Penalty: 2849.533936
	Iteration 24Q: 3 clusters Score -349025.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -349029.531250 Penalty: 2849.533936
	Iteration 25Q: 3 clusters Score -349029.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -349033.812500 Penalty: 2849.533936
	Iteration 26Q: 3 clusters Score -349033.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -349035.375000 Penalty: 2849.533936
	Iteration 27Q: 3 clusters Score -349035.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -349037.812500 Penalty: 2849.533936
	Iteration 28Q: 3 clusters Score -349037.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -349039.968750 Penalty: 2849.533936
	Iteration 29Q: 3 clusters Score -349040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -349039.968750 Penalty: 2849.533936
	Iteration 30F: 3 clusters Score -349040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Entering Unmasked Estep 
Score: -329454.687500 Penalty: 1424.412354
	Iteration 0F: 2 clusters Score -329454.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -324639.093750 Penalty: 2848.824707
	Iteration 0F: 3 clusters Score -324639.1 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -326063.093750 Penalty: 2848.824707
	Iteration 1F: 3 clusters Score -326063.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -326276.750000 Penalty: 2848.824707
	Iteration 2F: 3 clusters Score -326276.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -326458.187500 Penalty: 2848.824707
	Iteration 3F: 3 clusters Score -326458.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -326619.156250 Penalty: 2848.824707
	Iteration 4Q: 3 clusters Score -326619.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -326797.625000 Penalty: 2848.824707
	Iteration 5Q: 3 clusters Score -326797.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -327001.406250 Penalty: 2848.824707
	Iteration 6F: 3 clusters Score -327001.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -327221.437500 Penalty: 2848.824707
	Iteration 7F: 3 clusters Score -327221.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -327417.968750 Penalty: 2848.824707
	Iteration 8Q: 3 clusters Score -327418 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -327601.531250 Penalty: 2848.824707
	Iteration 9Q: 3 clusters Score -327601.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -327801.875000 Penalty: 2848.824707
	Iteration 10Q: 3 clusters Score -327801.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -327959.000000 Penalty: 2848.824707
	Iteration 11Q: 3 clusters Score -327959 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -328088.656250 Penalty: 2848.824707
	Iteration 12Q: 3 clusters Score -328088.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -328180.937500 Penalty: 2848.824707
	Iteration 13Q: 3 clusters Score -328180.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -328247.968750 Penalty: 2848.824707
	Iteration 14Q: 3 clusters Score -328248 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -328283.687500 Penalty: 2848.824707
	Iteration 15Q: 3 clusters Score -328283.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -328312.562500 Penalty: 2848.824707
	Iteration 16Q: 3 clusters Score -328312.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -328330.875000 Penalty: 2848.824707
	Iteration 17Q: 3 clusters Score -328330.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -328346.593750 Penalty: 2848.824707
	Iteration 18Q: 3 clusters Score -328346.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -328354.250000 Penalty: 2848.824707
	Iteration 19Q: 3 clusters Score -328354.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -328357.281250 Penalty: 2848.824707
	Iteration 20F: 3 clusters Score -328357.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -328365.718750 Penalty: 2848.824707
	Iteration 21Q: 3 clusters Score -328365.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -328368.062500 Penalty: 2848.824707
	Iteration 22Q: 3 clusters Score -328368.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -328369.781250 Penalty: 2848.824707
	Iteration 23Q: 3 clusters Score -328369.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -328372.687500 Penalty: 2848.824707
	Iteration 24Q: 3 clusters Score -328372.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -328374.250000 Penalty: 2848.824707
	Iteration 25Q: 3 clusters Score -328374.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -328375.750000 Penalty: 2848.824707
	Iteration 26Q: 3 clusters Score -328375.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -328376.968750 Penalty: 2848.824707
	Iteration 27Q: 3 clusters Score -328377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -328378.500000 Penalty: 2848.824707
	Iteration 28Q: 3 clusters Score -328378.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -328379.781250 Penalty: 2848.824707
	Iteration 29Q: 3 clusters Score -328379.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -328379.843750 Penalty: 2848.824707
	Iteration 30Q: 3 clusters Score -328379.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -328380.125000 Penalty: 2848.824707
	Iteration 31Q: 3 clusters Score -328380.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -328381.093750 Penalty: 2848.824707
	Iteration 32Q: 3 clusters Score -328381.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -328381.093750 Penalty: 2848.824707
	Iteration 33F: 3 clusters Score -328381.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Entering Unmasked Estep 
Score: -129514.078125 Penalty: 1266.055298
	Iteration 0F: 2 clusters Score -129514.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -127145.968750 Penalty: 2532.110596
	Iteration 0F: 3 clusters Score -127146 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -127712.625000 Penalty: 2532.110596
	Iteration 1F: 3 clusters Score -127712.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -127811.945312 Penalty: 2532.110596
	Iteration 2F: 3 clusters Score -127811.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -127856.992188 Penalty: 2532.110596
	Iteration 3Q: 3 clusters Score -127857 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -127893.257812 Penalty: 2532.110596
	Iteration 4Q: 3 clusters Score -127893.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -127917.789062 Penalty: 2532.110596
	Iteration 5Q: 3 clusters Score -127917.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -127933.171875 Penalty: 2532.110596
	Iteration 6Q: 3 clusters Score -127933.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -127946.023438 Penalty: 2532.110596
	Iteration 7Q: 3 clusters Score -127946 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -127957.875000 Penalty: 2532.110596
	Iteration 8Q: 3 clusters Score -127957.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -127966.585938 Penalty: 2532.110596
	Iteration 9Q: 3 clusters Score -127966.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -127972.296875 Penalty: 2532.110596
	Iteration 10Q: 3 clusters Score -127972.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -127975.328125 Penalty: 2532.110596
	Iteration 11Q: 3 clusters Score -127975.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -127977.734375 Penalty: 2532.110596
	Iteration 12Q: 3 clusters Score -127977.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -127978.695312 Penalty: 2532.110596
	Iteration 13Q: 3 clusters Score -127978.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -127979.054688 Penalty: 2532.110596
	Iteration 14Q: 3 clusters Score -127979.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -127979.054688 Penalty: 2532.110596
	Iteration 15F: 3 clusters Score -127979.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Entering Unmasked Estep 
Score: -93170.273438 Penalty: 1217.392334
	Iteration 0F: 2 clusters Score -93170.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -91220.570312 Penalty: 2434.784668
	Iteration 0F: 3 clusters Score -91220.57 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -91603.710938 Penalty: 2434.784668
	Iteration 1F: 3 clusters Score -91603.71 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -91711.234375 Penalty: 2434.784668
	Iteration 2F: 3 clusters Score -91711.23 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -91783.062500 Penalty: 2434.784668
	Iteration 3F: 3 clusters Score -91783.06 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -91829.492188 Penalty: 2434.784668
	Iteration 4Q: 3 clusters Score -91829.49 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -91851.257812 Penalty: 2434.784668
	Iteration 5Q: 3 clusters Score -91851.26 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -91869.492188 Penalty: 2434.784668
	Iteration 6Q: 3 clusters Score -91869.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -91885.937500 Penalty: 2434.784668
	Iteration 7Q: 3 clusters Score -91885.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -91898.984375 Penalty: 2434.784668
	Iteration 8Q: 3 clusters Score -91898.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -91905.671875 Penalty: 2434.784668
	Iteration 9Q: 3 clusters Score -91905.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -91910.078125 Penalty: 2434.784668
	Iteration 10Q: 3 clusters Score -91910.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -91913.609375 Penalty: 2434.784668
	Iteration 11Q: 3 clusters Score -91913.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -91918.179688 Penalty: 2434.784668
	Iteration 12Q: 3 clusters Score -91918.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -91920.812500 Penalty: 2434.784668
	Iteration 13Q: 3 clusters Score -91920.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -91921.632812 Penalty: 2434.784668
	Iteration 14Q: 3 clusters Score -91921.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -91922.125000 Penalty: 2434.784668
	Iteration 15Q: 3 clusters Score -91922.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -91924.453125 Penalty: 2434.784668
	Iteration 16Q: 3 clusters Score -91924.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -91926.234375 Penalty: 2434.784668
	Iteration 17Q: 3 clusters Score -91926.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -91929.289062 Penalty: 2434.784668
	Iteration 18Q: 3 clusters Score -91929.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -91931.000000 Penalty: 2434.784668
	Iteration 19Q: 3 clusters Score -91931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -91931.867188 Penalty: 2434.784668
	Iteration 20F: 3 clusters Score -91931.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -91932.500000 Penalty: 2434.784668
	Iteration 21Q: 3 clusters Score -91932.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -91932.960938 Penalty: 2434.784668
	Iteration 22Q: 3 clusters Score -91932.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -91933.320312 Penalty: 2434.784668
	Iteration 23Q: 3 clusters Score -91933.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -91933.632812 Penalty: 2434.784668
	Iteration 24Q: 3 clusters Score -91933.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -91933.757812 Penalty: 2434.784668
	Iteration 25Q: 3 clusters Score -91933.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -91934.117188 Penalty: 2434.784668
	Iteration 26Q: 3 clusters Score -91934.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -91934.437500 Penalty: 2434.784668
	Iteration 27Q: 3 clusters Score -91934.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -91934.960938 Penalty: 2434.784668
	Iteration 28Q: 3 clusters Score -91934.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -91935.218750 Penalty: 2434.784668
	Iteration 29Q: 3 clusters Score -91935.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -91935.335938 Penalty: 2434.784668
	Iteration 30Q: 3 clusters Score -91935.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -91935.781250 Penalty: 2434.784668
	Iteration 31Q: 3 clusters Score -91935.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -91935.781250 Penalty: 2434.784668
	Iteration 32F: 3 clusters Score -91935.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (317699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317699 members 
Entering Unmasked Estep 
Score: -16192405.000000 Penalty: 2058.689697
	Iteration 0F: 2 clusters Score -1.61924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158879 members 
Mstep: Class 2 contains 158820 members 
Entering Unmasked Estep 
Score: -15977288.000000 Penalty: 4117.379395
	Iteration 0F: 3 clusters Score -1.597729e+07 nChanged 155111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159904 members 
Mstep: Class 2 contains 157795 members 
Entering Unmasked Estep 
Score: -16071296.000000 Penalty: 4117.379395
	Iteration 1F: 3 clusters Score -1.60713e+07 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161120 members 
Mstep: Class 2 contains 156579 members 
Entering Unmasked Estep 
Score: -16072912.000000 Penalty: 4117.379395
	Iteration 2Q: 3 clusters Score -1.607291e+07 nChanged 9555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163123 members 
Mstep: Class 2 contains 154576 members 
Entering Unmasked Estep 
Score: -16075602.000000 Penalty: 4117.379395
	Iteration 3Q: 3 clusters Score -1.60756e+07 nChanged 11158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166485 members 
Mstep: Class 2 contains 151214 members 
Entering Unmasked Estep 
Score: -16079008.000000 Penalty: 4117.379395
	Iteration 4Q: 3 clusters Score -1.607901e+07 nChanged 13015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171432 members 
Mstep: Class 2 contains 146267 members 
Entering Unmasked Estep 
Score: -16083820.000000 Penalty: 4117.379395
	Iteration 5Q: 3 clusters Score -1.608382e+07 nChanged 14899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178185 members 
Mstep: Class 2 contains 139514 members 
Entering Unmasked Estep 
Score: -16090197.000000 Penalty: 4117.379395
	Iteration 6Q: 3 clusters Score -1.60902e+07 nChanged 16811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186894 members 
Mstep: Class 2 contains 130805 members 
Entering Unmasked Estep 
Score: -16098906.000000 Penalty: 4117.379395
	Iteration 7F: 3 clusters Score -1.609891e+07 nChanged 18332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196984 members 
Mstep: Class 2 contains 120715 members 
Entering Unmasked Estep 
Score: -16110794.000000 Penalty: 4117.379395
	Iteration 8F: 3 clusters Score -1.611079e+07 nChanged 18734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207064 members 
Mstep: Class 2 contains 110635 members 
Entering Unmasked Estep 
Score: -16125040.000000 Penalty: 4117.379395
	Iteration 9F: 3 clusters Score -1.612504e+07 nChanged 17625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215247 members 
Mstep: Class 2 contains 102452 members 
Entering Unmasked Estep 
Score: -16138418.000000 Penalty: 4117.379395
	Iteration 10F: 3 clusters Score -1.613842e+07 nChanged 14129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221480 members 
Mstep: Class 2 contains 96219 members 
Entering Unmasked Estep 
Score: -16146793.000000 Penalty: 4117.379395
	Iteration 11Q: 3 clusters Score -1.614679e+07 nChanged 9499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226997 members 
Mstep: Class 2 contains 90702 members 
Entering Unmasked Estep 
Score: -16150756.000000 Penalty: 4117.379395
	Iteration 12Q: 3 clusters Score -1.615076e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232488 members 
Mstep: Class 2 contains 85211 members 
Entering Unmasked Estep 
Score: -16152907.000000 Penalty: 4117.379395
	Iteration 13Q: 3 clusters Score -1.615291e+07 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238212 members 
Mstep: Class 2 contains 79487 members 
Entering Unmasked Estep 
Score: -16154918.000000 Penalty: 4117.379395
	Iteration 14Q: 3 clusters Score -1.615492e+07 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244153 members 
Mstep: Class 2 contains 73546 members 
Entering Unmasked Estep 
Score: -16157122.000000 Penalty: 4117.379395
	Iteration 15Q: 3 clusters Score -1.615712e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250101 members 
Mstep: Class 2 contains 67598 members 
Entering Unmasked Estep 
Score: -16159397.000000 Penalty: 4117.379395
	Iteration 16Q: 3 clusters Score -1.61594e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256062 members 
Mstep: Class 2 contains 61637 members 
Entering Unmasked Estep 
Score: -16161758.000000 Penalty: 4117.379395
	Iteration 17Q: 3 clusters Score -1.616176e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262064 members 
Mstep: Class 2 contains 55635 members 
Entering Unmasked Estep 
Score: -16164447.000000 Penalty: 4117.379395
	Iteration 18Q: 3 clusters Score -1.616445e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267980 members 
Mstep: Class 2 contains 49719 members 
Entering Unmasked Estep 
Score: -16167269.000000 Penalty: 4117.379395
	Iteration 19Q: 3 clusters Score -1.616727e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273863 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -16170188.000000 Penalty: 4117.379395
	Iteration 20F: 3 clusters Score -1.617019e+07 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279472 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -16173170.000000 Penalty: 4117.379395
	Iteration 21Q: 3 clusters Score -1.617317e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284712 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -16176249.000000 Penalty: 4117.379395
	Iteration 22Q: 3 clusters Score -1.617625e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289521 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -16179262.000000 Penalty: 4117.379395
	Iteration 23Q: 3 clusters Score -1.617926e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293829 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -16182054.000000 Penalty: 4117.379395
	Iteration 24Q: 3 clusters Score -1.618205e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297468 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -16184511.000000 Penalty: 4117.379395
	Iteration 25Q: 3 clusters Score -1.618451e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300540 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -16186339.000000 Penalty: 4117.379395
	Iteration 26Q: 3 clusters Score -1.618634e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303096 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -16187866.000000 Penalty: 4117.379395
	Iteration 27Q: 3 clusters Score -1.618787e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305145 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -16188856.000000 Penalty: 4117.379395
	Iteration 28Q: 3 clusters Score -1.618886e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306841 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -16189542.000000 Penalty: 4117.379395
	Iteration 29Q: 3 clusters Score -1.618954e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308204 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -16190102.000000 Penalty: 4117.379395
	Iteration 30Q: 3 clusters Score -1.61901e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309270 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -16190530.000000 Penalty: 4117.379395
	Iteration 31Q: 3 clusters Score -1.619053e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310224 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -16190885.000000 Penalty: 4117.379395
	Iteration 32Q: 3 clusters Score -1.619088e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311016 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -16191094.000000 Penalty: 4117.379395
	Iteration 33Q: 3 clusters Score -1.619109e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311612 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -16191267.000000 Penalty: 4117.379395
	Iteration 34Q: 3 clusters Score -1.619127e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312121 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -16191410.000000 Penalty: 4117.379395
	Iteration 35Q: 3 clusters Score -1.619141e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312486 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -16191450.000000 Penalty: 4117.379395
	Iteration 36Q: 3 clusters Score -1.619145e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312798 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -16191485.000000 Penalty: 4117.379395
	Iteration 37Q: 3 clusters Score -1.619148e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313036 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -16191521.000000 Penalty: 4117.379395
	Iteration 38Q: 3 clusters Score -1.619152e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313218 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -16191546.000000 Penalty: 4117.379395
	Iteration 39Q: 3 clusters Score -1.619155e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313369 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -16191573.000000 Penalty: 4117.379395
	Iteration 40F: 3 clusters Score -1.619157e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313499 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -16191595.000000 Penalty: 4117.379395
	Iteration 41Q: 3 clusters Score -1.61916e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313613 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -16191603.000000 Penalty: 4117.379395
	Iteration 42Q: 3 clusters Score -1.61916e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313723 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -16191615.000000 Penalty: 4117.379395
	Iteration 43Q: 3 clusters Score -1.619162e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313819 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -16191606.000000 Penalty: 4117.379395
	Iteration 44Q: 3 clusters Score -1.619161e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313898 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -16191612.000000 Penalty: 4117.379395
	Iteration 45Q: 3 clusters Score -1.619161e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313979 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -16191602.000000 Penalty: 4117.379395
	Iteration 46Q: 3 clusters Score -1.61916e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314034 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -16191611.000000 Penalty: 4117.379395
	Iteration 47Q: 3 clusters Score -1.619161e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314086 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -16191588.000000 Penalty: 4117.379395
	Iteration 48Q: 3 clusters Score -1.619159e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314124 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -16191579.000000 Penalty: 4117.379395
	Iteration 49Q: 3 clusters Score -1.619158e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314167 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -16191588.000000 Penalty: 4117.379395
	Iteration 50Q: 3 clusters Score -1.619159e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314203 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -16191604.000000 Penalty: 4117.379395
	Iteration 51Q: 3 clusters Score -1.61916e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314235 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -16191598.000000 Penalty: 4117.379395
	Iteration 52Q: 3 clusters Score -1.61916e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314258 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -16191595.000000 Penalty: 4117.379395
	Iteration 53Q: 3 clusters Score -1.61916e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314277 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -16191579.000000 Penalty: 4117.379395
	Iteration 54Q: 3 clusters Score -1.619158e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314294 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -16191591.000000 Penalty: 4117.379395
	Iteration 55Q: 3 clusters Score -1.619159e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314309 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -16191593.000000 Penalty: 4117.379395
	Iteration 56Q: 3 clusters Score -1.619159e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314323 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -16191605.000000 Penalty: 4117.379395
	Iteration 57Q: 3 clusters Score -1.61916e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314341 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -16191603.000000 Penalty: 4117.379395
	Iteration 58Q: 3 clusters Score -1.61916e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314360 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -16191595.000000 Penalty: 4117.379395
	Iteration 59Q: 3 clusters Score -1.61916e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314376 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -16191608.000000 Penalty: 4117.379395
	Iteration 60F: 3 clusters Score -1.619161e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314391 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -16191612.000000 Penalty: 4117.379395
	Iteration 61Q: 3 clusters Score -1.619161e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314405 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -16191613.000000 Penalty: 4117.379395
	Iteration 62Q: 3 clusters Score -1.619161e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314419 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -16191594.000000 Penalty: 4117.379395
	Iteration 63Q: 3 clusters Score -1.619159e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314433 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -16191605.000000 Penalty: 4117.379395
	Iteration 64Q: 3 clusters Score -1.61916e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314447 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -16191600.000000 Penalty: 4117.379395
	Iteration 65Q: 3 clusters Score -1.61916e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314470 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -16191618.000000 Penalty: 4117.379395
	Iteration 66Q: 3 clusters Score -1.619162e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314491 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -16191618.000000 Penalty: 4117.379395
	Iteration 67Q: 3 clusters Score -1.619162e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314502 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -16191622.000000 Penalty: 4117.379395
	Iteration 68Q: 3 clusters Score -1.619162e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314513 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -16191638.000000 Penalty: 4117.379395
	Iteration 69Q: 3 clusters Score -1.619164e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314528 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -16191652.000000 Penalty: 4117.379395
	Iteration 70Q: 3 clusters Score -1.619165e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314539 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -16191651.000000 Penalty: 4117.379395
	Iteration 71Q: 3 clusters Score -1.619165e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314551 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -16191640.000000 Penalty: 4117.379395
	Iteration 72Q: 3 clusters Score -1.619164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314557 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -16191640.000000 Penalty: 4117.379395
	Iteration 73Q: 3 clusters Score -1.619164e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314565 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -16191655.000000 Penalty: 4117.379395
	Iteration 74Q: 3 clusters Score -1.619166e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314574 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -16191659.000000 Penalty: 4117.379395
	Iteration 75Q: 3 clusters Score -1.619166e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314588 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -16191654.000000 Penalty: 4117.379395
	Iteration 76Q: 3 clusters Score -1.619165e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314595 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -16191659.000000 Penalty: 4117.379395
	Iteration 77Q: 3 clusters Score -1.619166e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314606 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -16191664.000000 Penalty: 4117.379395
	Iteration 78Q: 3 clusters Score -1.619166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314613 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -16191659.000000 Penalty: 4117.379395
	Iteration 79Q: 3 clusters Score -1.619166e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314622 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -16191653.000000 Penalty: 4117.379395
	Iteration 80F: 3 clusters Score -1.619165e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314629 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -16191653.000000 Penalty: 4117.379395
	Iteration 81Q: 3 clusters Score -1.619165e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314638 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -16191637.000000 Penalty: 4117.379395
	Iteration 82Q: 3 clusters Score -1.619164e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314649 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -16191643.000000 Penalty: 4117.379395
	Iteration 83Q: 3 clusters Score -1.619164e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314660 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -16191646.000000 Penalty: 4117.379395
	Iteration 84Q: 3 clusters Score -1.619165e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314668 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -16191662.000000 Penalty: 4117.379395
	Iteration 85Q: 3 clusters Score -1.619166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314677 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -16191660.000000 Penalty: 4117.379395
	Iteration 86Q: 3 clusters Score -1.619166e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314681 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -16191657.000000 Penalty: 4117.379395
	Iteration 87Q: 3 clusters Score -1.619166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314687 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -16191663.000000 Penalty: 4117.379395
	Iteration 88Q: 3 clusters Score -1.619166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314696 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -16191664.000000 Penalty: 4117.379395
	Iteration 89Q: 3 clusters Score -1.619166e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314705 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -16191653.000000 Penalty: 4117.379395
	Iteration 90Q: 3 clusters Score -1.619165e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314719 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -16191666.000000 Penalty: 4117.379395
	Iteration 91Q: 3 clusters Score -1.619167e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314731 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -16191665.000000 Penalty: 4117.379395
	Iteration 92Q: 3 clusters Score -1.619166e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314740 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -16191653.000000 Penalty: 4117.379395
	Iteration 93Q: 3 clusters Score -1.619165e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314749 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -16191647.000000 Penalty: 4117.379395
	Iteration 94Q: 3 clusters Score -1.619165e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314753 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -16191648.000000 Penalty: 4117.379395
	Iteration 95Q: 3 clusters Score -1.619165e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314761 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -16191640.000000 Penalty: 4117.379395
	Iteration 96Q: 3 clusters Score -1.619164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314767 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -16191632.000000 Penalty: 4117.379395
	Iteration 97Q: 3 clusters Score -1.619163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314772 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -16191634.000000 Penalty: 4117.379395
	Iteration 98Q: 3 clusters Score -1.619163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314775 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -16191641.000000 Penalty: 4117.379395
	Iteration 99Q: 3 clusters Score -1.619164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314774 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -16191647.000000 Penalty: 4117.379395
	Iteration 100F: 3 clusters Score -1.619165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314775 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -16191644.000000 Penalty: 4117.379395
	Iteration 101Q: 3 clusters Score -1.619164e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314775 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -16191644.000000 Penalty: 4117.379395
	Iteration 102F: 3 clusters Score -1.619164e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Entering Unmasked Estep 
Score: -653850.062500 Penalty: 1528.833618
	Iteration 0F: 2 clusters Score -653850.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -645261.437500 Penalty: 3057.667236
	Iteration 0F: 3 clusters Score -645261.4 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -648127.000000 Penalty: 3057.667236
	Iteration 1F: 3 clusters Score -648127 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -648378.125000 Penalty: 3057.667236
	Iteration 2F: 3 clusters Score -648378.1 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -648598.937500 Penalty: 3057.667236
	Iteration 3Q: 3 clusters Score -648598.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -648790.687500 Penalty: 3057.667236
	Iteration 4Q: 3 clusters Score -648790.7 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -648983.500000 Penalty: 3057.667236
	Iteration 5Q: 3 clusters Score -648983.5 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -649197.562500 Penalty: 3057.667236
	Iteration 6Q: 3 clusters Score -649197.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -649414.000000 Penalty: 3057.667236
	Iteration 7Q: 3 clusters Score -649414 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -649650.812500 Penalty: 3057.667236
	Iteration 8Q: 3 clusters Score -649650.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -649958.187500 Penalty: 3057.667236
	Iteration 9Q: 3 clusters Score -649958.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -650296.000000 Penalty: 3057.667236
	Iteration 10Q: 3 clusters Score -650296 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -650625.250000 Penalty: 3057.667236
	Iteration 11Q: 3 clusters Score -650625.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -650882.937500 Penalty: 3057.667236
	Iteration 12Q: 3 clusters Score -650882.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -651068.875000 Penalty: 3057.667236
	Iteration 13Q: 3 clusters Score -651068.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -651203.375000 Penalty: 3057.667236
	Iteration 14Q: 3 clusters Score -651203.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -651301.812500 Penalty: 3057.667236
	Iteration 15Q: 3 clusters Score -651301.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -651374.375000 Penalty: 3057.667236
	Iteration 16Q: 3 clusters Score -651374.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -651433.125000 Penalty: 3057.667236
	Iteration 17Q: 3 clusters Score -651433.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -651484.750000 Penalty: 3057.667236
	Iteration 18Q: 3 clusters Score -651484.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -651541.312500 Penalty: 3057.667236
	Iteration 19Q: 3 clusters Score -651541.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -651593.187500 Penalty: 3057.667236
	Iteration 20F: 3 clusters Score -651593.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -651640.187500 Penalty: 3057.667236
	Iteration 21Q: 3 clusters Score -651640.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -651687.812500 Penalty: 3057.667236
	Iteration 22Q: 3 clusters Score -651687.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -651725.750000 Penalty: 3057.667236
	Iteration 23Q: 3 clusters Score -651725.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -651760.312500 Penalty: 3057.667236
	Iteration 24Q: 3 clusters Score -651760.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -651788.562500 Penalty: 3057.667236
	Iteration 25Q: 3 clusters Score -651788.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -651819.375000 Penalty: 3057.667236
	Iteration 26Q: 3 clusters Score -651819.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -651860.062500 Penalty: 3057.667236
	Iteration 27Q: 3 clusters Score -651860.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -651904.125000 Penalty: 3057.667236
	Iteration 28Q: 3 clusters Score -651904.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -651947.187500 Penalty: 3057.667236
	Iteration 29Q: 3 clusters Score -651947.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -652000.812500 Penalty: 3057.667236
	Iteration 30Q: 3 clusters Score -652000.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -652046.437500 Penalty: 3057.667236
	Iteration 31Q: 3 clusters Score -652046.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -652093.125000 Penalty: 3057.667236
	Iteration 32Q: 3 clusters Score -652093.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -652137.562500 Penalty: 3057.667236
	Iteration 33Q: 3 clusters Score -652137.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -652180.125000 Penalty: 3057.667236
	Iteration 34Q: 3 clusters Score -652180.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -652220.812500 Penalty: 3057.667236
	Iteration 35Q: 3 clusters Score -652220.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -652254.687500 Penalty: 3057.667236
	Iteration 36Q: 3 clusters Score -652254.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -652285.062500 Penalty: 3057.667236
	Iteration 37Q: 3 clusters Score -652285.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -652311.187500 Penalty: 3057.667236
	Iteration 38Q: 3 clusters Score -652311.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -652335.875000 Penalty: 3057.667236
	Iteration 39Q: 3 clusters Score -652335.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -652361.062500 Penalty: 3057.667236
	Iteration 40F: 3 clusters Score -652361.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -652385.937500 Penalty: 3057.667236
	Iteration 41Q: 3 clusters Score -652385.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -652415.562500 Penalty: 3057.667236
	Iteration 42Q: 3 clusters Score -652415.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -652439.500000 Penalty: 3057.667236
	Iteration 43Q: 3 clusters Score -652439.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -652454.375000 Penalty: 3057.667236
	Iteration 44Q: 3 clusters Score -652454.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -652461.375000 Penalty: 3057.667236
	Iteration 45Q: 3 clusters Score -652461.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -652473.000000 Penalty: 3057.667236
	Iteration 46Q: 3 clusters Score -652473 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -652484.625000 Penalty: 3057.667236
	Iteration 47Q: 3 clusters Score -652484.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -652496.500000 Penalty: 3057.667236
	Iteration 48Q: 3 clusters Score -652496.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -652504.687500 Penalty: 3057.667236
	Iteration 49Q: 3 clusters Score -652504.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -652513.625000 Penalty: 3057.667236
	Iteration 50Q: 3 clusters Score -652513.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -652517.875000 Penalty: 3057.667236
	Iteration 51Q: 3 clusters Score -652517.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -652524.625000 Penalty: 3057.667236
	Iteration 52Q: 3 clusters Score -652524.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -652527.562500 Penalty: 3057.667236
	Iteration 53Q: 3 clusters Score -652527.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -652535.312500 Penalty: 3057.667236
	Iteration 54Q: 3 clusters Score -652535.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -652538.625000 Penalty: 3057.667236
	Iteration 55Q: 3 clusters Score -652538.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -652542.500000 Penalty: 3057.667236
	Iteration 56Q: 3 clusters Score -652542.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -652547.625000 Penalty: 3057.667236
	Iteration 57Q: 3 clusters Score -652547.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -652555.125000 Penalty: 3057.667236
	Iteration 58Q: 3 clusters Score -652555.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -652560.625000 Penalty: 3057.667236
	Iteration 59Q: 3 clusters Score -652560.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -652566.687500 Penalty: 3057.667236
	Iteration 60F: 3 clusters Score -652566.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -652571.250000 Penalty: 3057.667236
	Iteration 61Q: 3 clusters Score -652571.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -652578.375000 Penalty: 3057.667236
	Iteration 62Q: 3 clusters Score -652578.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -652584.250000 Penalty: 3057.667236
	Iteration 63Q: 3 clusters Score -652584.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -652586.062500 Penalty: 3057.667236
	Iteration 64Q: 3 clusters Score -652586.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -652591.062500 Penalty: 3057.667236
	Iteration 65Q: 3 clusters Score -652591.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -652592.687500 Penalty: 3057.667236
	Iteration 66Q: 3 clusters Score -652592.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -652595.562500 Penalty: 3057.667236
	Iteration 67Q: 3 clusters Score -652595.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -652598.562500 Penalty: 3057.667236
	Iteration 68Q: 3 clusters Score -652598.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -652604.000000 Penalty: 3057.667236
	Iteration 69Q: 3 clusters Score -652604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -652607.187500 Penalty: 3057.667236
	Iteration 70Q: 3 clusters Score -652607.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -652610.937500 Penalty: 3057.667236
	Iteration 71Q: 3 clusters Score -652610.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -652610.812500 Penalty: 3057.667236
	Iteration 72Q: 3 clusters Score -652610.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -652611.937500 Penalty: 3057.667236
	Iteration 73Q: 3 clusters Score -652611.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -652613.375000 Penalty: 3057.667236
	Iteration 74Q: 3 clusters Score -652613.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -652613.375000 Penalty: 3057.667236
	Iteration 75Q: 3 clusters Score -652613.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -652613.437500 Penalty: 3057.667236
	Iteration 76Q: 3 clusters Score -652613.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -652614.187500 Penalty: 3057.667236
	Iteration 77Q: 3 clusters Score -652614.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -652614.187500 Penalty: 3057.667236
	Iteration 78F: 3 clusters Score -652614.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Entering Unmasked Estep 
Score: -361433.093750 Penalty: 1437.882690
	Iteration 0F: 2 clusters Score -361433.1 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 3475 members 
Entering Unmasked Estep 
Score: -356200.593750 Penalty: 2875.765381
	Iteration 0F: 3 clusters Score -356200.6 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -357804.031250 Penalty: 2875.765381
	Iteration 1F: 3 clusters Score -357804 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -357997.281250 Penalty: 2875.765381
	Iteration 2F: 3 clusters Score -357997.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -358117.156250 Penalty: 2875.765381
	Iteration 3Q: 3 clusters Score -358117.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -358213.062500 Penalty: 2875.765381
	Iteration 4Q: 3 clusters Score -358213.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -358287.656250 Penalty: 2875.765381
	Iteration 5Q: 3 clusters Score -358287.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -358352.406250 Penalty: 2875.765381
	Iteration 6Q: 3 clusters Score -358352.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -358410.187500 Penalty: 2875.765381
	Iteration 7Q: 3 clusters Score -358410.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -358464.718750 Penalty: 2875.765381
	Iteration 8Q: 3 clusters Score -358464.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -358522.937500 Penalty: 2875.765381
	Iteration 9Q: 3 clusters Score -358522.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -358586.062500 Penalty: 2875.765381
	Iteration 10Q: 3 clusters Score -358586.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -358660.156250 Penalty: 2875.765381
	Iteration 11Q: 3 clusters Score -358660.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -358751.625000 Penalty: 2875.765381
	Iteration 12Q: 3 clusters Score -358751.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -358860.812500 Penalty: 2875.765381
	Iteration 13Q: 3 clusters Score -358860.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -358988.031250 Penalty: 2875.765381
	Iteration 14Q: 3 clusters Score -358988 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -359090.093750 Penalty: 2875.765381
	Iteration 15Q: 3 clusters Score -359090.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -359207.718750 Penalty: 2875.765381
	Iteration 16Q: 3 clusters Score -359207.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -359358.468750 Penalty: 2875.765381
	Iteration 17Q: 3 clusters Score -359358.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -359525.812500 Penalty: 2875.765381
	Iteration 18Q: 3 clusters Score -359525.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -359684.281250 Penalty: 2875.765381
	Iteration 19Q: 3 clusters Score -359684.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -359818.312500 Penalty: 2875.765381
	Iteration 20F: 3 clusters Score -359818.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -359923.562500 Penalty: 2875.765381
	Iteration 21Q: 3 clusters Score -359923.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -360009.250000 Penalty: 2875.765381
	Iteration 22Q: 3 clusters Score -360009.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -360074.031250 Penalty: 2875.765381
	Iteration 23Q: 3 clusters Score -360074 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -360121.687500 Penalty: 2875.765381
	Iteration 24Q: 3 clusters Score -360121.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -360147.687500 Penalty: 2875.765381
	Iteration 25Q: 3 clusters Score -360147.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -360173.906250 Penalty: 2875.765381
	Iteration 26Q: 3 clusters Score -360173.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -360192.750000 Penalty: 2875.765381
	Iteration 27Q: 3 clusters Score -360192.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -360206.562500 Penalty: 2875.765381
	Iteration 28Q: 3 clusters Score -360206.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -360219.000000 Penalty: 2875.765381
	Iteration 29Q: 3 clusters Score -360219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -360227.031250 Penalty: 2875.765381
	Iteration 30Q: 3 clusters Score -360227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -360230.812500 Penalty: 2875.765381
	Iteration 31Q: 3 clusters Score -360230.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -360230.906250 Penalty: 2875.765381
	Iteration 32Q: 3 clusters Score -360230.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -360230.875000 Penalty: 2875.765381
	Iteration 33Q: 3 clusters Score -360230.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -360231.093750 Penalty: 2875.765381
	Iteration 34Q: 3 clusters Score -360231.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -360232.281250 Penalty: 2875.765381
	Iteration 35Q: 3 clusters Score -360232.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -360232.281250 Penalty: 2875.765381
	Iteration 36F: 3 clusters Score -360232.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Entering Unmasked Estep 
Score: -481191.906250 Penalty: 1479.016602
	Iteration 0F: 2 clusters Score -481191.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -474770.812500 Penalty: 2958.033203
	Iteration 0F: 3 clusters Score -474770.8 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -476774.687500 Penalty: 2958.033203
	Iteration 1F: 3 clusters Score -476774.7 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -477034.562500 Penalty: 2958.033203
	Iteration 2F: 3 clusters Score -477034.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -477251.375000 Penalty: 2958.033203
	Iteration 3F: 3 clusters Score -477251.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -477499.750000 Penalty: 2958.033203
	Iteration 4Q: 3 clusters Score -477499.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -477812.437500 Penalty: 2958.033203
	Iteration 5F: 3 clusters Score -477812.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -478180.062500 Penalty: 2958.033203
	Iteration 6F: 3 clusters Score -478180.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -478624.093750 Penalty: 2958.033203
	Iteration 7F: 3 clusters Score -478624.1 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -479043.750000 Penalty: 2958.033203
	Iteration 8F: 3 clusters Score -479043.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -479403.875000 Penalty: 2958.033203
	Iteration 9F: 3 clusters Score -479403.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -479673.343750 Penalty: 2958.033203
	Iteration 10Q: 3 clusters Score -479673.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -479832.968750 Penalty: 2958.033203
	Iteration 11Q: 3 clusters Score -479833 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -479935.937500 Penalty: 2958.033203
	Iteration 12Q: 3 clusters Score -479935.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -479993.968750 Penalty: 2958.033203
	Iteration 13Q: 3 clusters Score -479994 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -480025.406250 Penalty: 2958.033203
	Iteration 14Q: 3 clusters Score -480025.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -480053.093750 Penalty: 2958.033203
	Iteration 15Q: 3 clusters Score -480053.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -480070.531250 Penalty: 2958.033203
	Iteration 16Q: 3 clusters Score -480070.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -480081.875000 Penalty: 2958.033203
	Iteration 17Q: 3 clusters Score -480081.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -480094.750000 Penalty: 2958.033203
	Iteration 18Q: 3 clusters Score -480094.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -480109.906250 Penalty: 2958.033203
	Iteration 19Q: 3 clusters Score -480109.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -480126.843750 Penalty: 2958.033203
	Iteration 20F: 3 clusters Score -480126.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -480139.187500 Penalty: 2958.033203
	Iteration 21Q: 3 clusters Score -480139.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -480147.312500 Penalty: 2958.033203
	Iteration 22Q: 3 clusters Score -480147.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -480151.968750 Penalty: 2958.033203
	Iteration 23Q: 3 clusters Score -480152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -480157.937500 Penalty: 2958.033203
	Iteration 24Q: 3 clusters Score -480157.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -480163.031250 Penalty: 2958.033203
	Iteration 25Q: 3 clusters Score -480163 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -480169.281250 Penalty: 2958.033203
	Iteration 26Q: 3 clusters Score -480169.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -480176.218750 Penalty: 2958.033203
	Iteration 27Q: 3 clusters Score -480176.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -480179.156250 Penalty: 2958.033203
	Iteration 28Q: 3 clusters Score -480179.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -480181.906250 Penalty: 2958.033203
	Iteration 29Q: 3 clusters Score -480181.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -480185.656250 Penalty: 2958.033203
	Iteration 30Q: 3 clusters Score -480185.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -480188.625000 Penalty: 2958.033203
	Iteration 31Q: 3 clusters Score -480188.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -480192.218750 Penalty: 2958.033203
	Iteration 32Q: 3 clusters Score -480192.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -480195.562500 Penalty: 2958.033203
	Iteration 33Q: 3 clusters Score -480195.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -480197.218750 Penalty: 2958.033203
	Iteration 34Q: 3 clusters Score -480197.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -480198.687500 Penalty: 2958.033203
	Iteration 35Q: 3 clusters Score -480198.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -480201.343750 Penalty: 2958.033203
	Iteration 36Q: 3 clusters Score -480201.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -480201.812500 Penalty: 2958.033203
	Iteration 37Q: 3 clusters Score -480201.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -480202.375000 Penalty: 2958.033203
	Iteration 38Q: 3 clusters Score -480202.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -480202.937500 Penalty: 2958.033203
	Iteration 39Q: 3 clusters Score -480202.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -480203.500000 Penalty: 2958.033203
	Iteration 40F: 3 clusters Score -480203.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -480204.375000 Penalty: 2958.033203
	Iteration 41Q: 3 clusters Score -480204.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -480205.406250 Penalty: 2958.033203
	Iteration 42Q: 3 clusters Score -480205.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -480206.250000 Penalty: 2958.033203
	Iteration 43Q: 3 clusters Score -480206.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -480207.062500 Penalty: 2958.033203
	Iteration 44Q: 3 clusters Score -480207.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -480206.531250 Penalty: 2958.033203
	Iteration 45Q: 3 clusters Score -480206.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -480205.906250 Penalty: 2958.033203
	Iteration 46Q: 3 clusters Score -480205.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -480206.125000 Penalty: 2958.033203
	Iteration 47Q: 3 clusters Score -480206.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -480206.656250 Penalty: 2958.033203
	Iteration 48Q: 3 clusters Score -480206.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -480208.125000 Penalty: 2958.033203
	Iteration 49Q: 3 clusters Score -480208.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -480207.906250 Penalty: 2958.033203
	Iteration 50Q: 3 clusters Score -480207.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -480207.250000 Penalty: 2958.033203
	Iteration 51Q: 3 clusters Score -480207.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -480207.250000 Penalty: 2958.033203
	Iteration 52F: 3 clusters Score -480207.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Entering Unmasked Estep 
Score: -264434.250000 Penalty: 1399.028687
	Iteration 0F: 2 clusters Score -264434.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -260071.953125 Penalty: 2798.057373
	Iteration 0F: 3 clusters Score -260072 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -261317.937500 Penalty: 2798.057373
	Iteration 1F: 3 clusters Score -261317.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -261568.890625 Penalty: 2798.057373
	Iteration 2F: 3 clusters Score -261568.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -261790.437500 Penalty: 2798.057373
	Iteration 3F: 3 clusters Score -261790.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -262024.109375 Penalty: 2798.057373
	Iteration 4F: 3 clusters Score -262024.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -262261.812500 Penalty: 2798.057373
	Iteration 5F: 3 clusters Score -262261.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -262521.531250 Penalty: 2798.057373
	Iteration 6F: 3 clusters Score -262521.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -262796.250000 Penalty: 2798.057373
	Iteration 7F: 3 clusters Score -262796.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -263055.812500 Penalty: 2798.057373
	Iteration 8F: 3 clusters Score -263055.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -263258.187500 Penalty: 2798.057373
	Iteration 9Q: 3 clusters Score -263258.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -263391.687500 Penalty: 2798.057373
	Iteration 10Q: 3 clusters Score -263391.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -263470.500000 Penalty: 2798.057373
	Iteration 11Q: 3 clusters Score -263470.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -263519.750000 Penalty: 2798.057373
	Iteration 12Q: 3 clusters Score -263519.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -263556.593750 Penalty: 2798.057373
	Iteration 13Q: 3 clusters Score -263556.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -263586.812500 Penalty: 2798.057373
	Iteration 14Q: 3 clusters Score -263586.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -263608.375000 Penalty: 2798.057373
	Iteration 15Q: 3 clusters Score -263608.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -263625.343750 Penalty: 2798.057373
	Iteration 16Q: 3 clusters Score -263625.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -263638.812500 Penalty: 2798.057373
	Iteration 17Q: 3 clusters Score -263638.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -263651.500000 Penalty: 2798.057373
	Iteration 18Q: 3 clusters Score -263651.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -263672.343750 Penalty: 2798.057373
	Iteration 19Q: 3 clusters Score -263672.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -263687.062500 Penalty: 2798.057373
	Iteration 20F: 3 clusters Score -263687.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -263697.781250 Penalty: 2798.057373
	Iteration 21Q: 3 clusters Score -263697.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -263705.500000 Penalty: 2798.057373
	Iteration 22Q: 3 clusters Score -263705.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -263709.406250 Penalty: 2798.057373
	Iteration 23Q: 3 clusters Score -263709.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -263712.656250 Penalty: 2798.057373
	Iteration 24Q: 3 clusters Score -263712.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -263713.031250 Penalty: 2798.057373
	Iteration 25Q: 3 clusters Score -263713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -263715.468750 Penalty: 2798.057373
	Iteration 26Q: 3 clusters Score -263715.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -263718.625000 Penalty: 2798.057373
	Iteration 27Q: 3 clusters Score -263718.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -263721.593750 Penalty: 2798.057373
	Iteration 28Q: 3 clusters Score -263721.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -263722.343750 Penalty: 2798.057373
	Iteration 29Q: 3 clusters Score -263722.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -263722.593750 Penalty: 2798.057373
	Iteration 30Q: 3 clusters Score -263722.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -263723.187500 Penalty: 2798.057373
	Iteration 31Q: 3 clusters Score -263723.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -263723.187500 Penalty: 2798.057373
	Iteration 32F: 3 clusters Score -263723.2 nChanged 0
--- Evaluating fit on full set of 1388067 points ---
Entering Unmasked Estep 
Score: -69493944.000000 Penalty: 36772.898438
22->17 Clusters: Score -69493944.000000, best is -69532072.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 462689 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 21143 members 
Mstep: Class 3 contains 21030 members 
Mstep: Class 4 contains 21120 members 
Mstep: Class 5 contains 20736 members 
Mstep: Class 6 contains 20927 members 
Mstep: Class 7 contains 21019 members 
Mstep: Class 8 contains 20891 members 
Mstep: Class 9 contains 20981 members 
Mstep: Class 10 contains 21186 members 
Mstep: Class 11 contains 21037 members 
Mstep: Class 12 contains 21075 members 
Mstep: Class 13 contains 21019 members 
Mstep: Class 14 contains 21156 members 
Mstep: Class 15 contains 21013 members 
Mstep: Class 16 contains 21102 members 
Mstep: Class 17 contains 20974 members 
Mstep: Class 18 contains 21033 members 
Mstep: Class 19 contains 21147 members 
Mstep: Class 20 contains 20974 members 
Mstep: Class 21 contains 20952 members 
Mstep: Class 22 contains 21252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 643.980347 but Gain 2119.781250
Score: -21578576.000000 Penalty: 44515.414062
Iteration 0F: 22 clusters Score -2.157858e+07 nChanged 436737
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 21675 members 
Mstep: Class 3 contains 25359 members 
Mstep: Class 4 contains 30556 members 
Mstep: Class 5 contains 19070 members 
Mstep: Class 6 contains 20773 members 
Mstep: Class 7 contains 21886 members 
Mstep: Class 8 contains 23164 members 
Mstep: Class 9 contains 19773 members 
Mstep: Class 10 contains 27937 members 
Mstep: Class 11 contains 24164 members 
Mstep: Class 12 contains 19526 members 
Mstep: Class 13 contains 20485 members 
Mstep: Class 14 contains 21144 members 
Mstep: Class 15 contains 26738 members 
Mstep: Class 16 contains 22037 members 
Mstep: Class 17 contains 21739 members 
Mstep: Class 18 contains 19300 members 
Mstep: Class 19 contains 18972 members 
Mstep: Class 20 contains 22236 members 
Mstep: Class 22 contains 21467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22538930.000000 Penalty: 44515.414062
Iteration 1F: 22 clusters Score -2.253893e+07 nChanged 112238
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 21086 members 
Mstep: Class 3 contains 30355 members 
Mstep: Class 4 contains 36557 members 
Mstep: Class 5 contains 18228 members 
Mstep: Class 6 contains 21121 members 
Mstep: Class 7 contains 23278 members 
Mstep: Class 8 contains 24200 members 
Mstep: Class 9 contains 19113 members 
Mstep: Class 10 contains 29942 members 
Mstep: Class 11 contains 23551 members 
Mstep: Class 12 contains 15140 members 
Mstep: Class 13 contains 20070 members 
Mstep: Class 14 contains 19288 members 
Mstep: Class 15 contains 29914 members 
Mstep: Class 16 contains 21573 members 
Mstep: Class 17 contains 20439 members 
Mstep: Class 18 contains 16518 members 
Mstep: Class 19 contains 16342 members 
Mstep: Class 20 contains 21940 members 
Mstep: Class 22 contains 23430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22653352.000000 Penalty: 44515.414062
Iteration 2F: 22 clusters Score -2.265335e+07 nChanged 91200
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 22195 members 
Mstep: Class 3 contains 34937 members 
Mstep: Class 4 contains 41868 members 
Mstep: Class 5 contains 18026 members 
Mstep: Class 6 contains 21012 members 
Mstep: Class 7 contains 25365 members 
Mstep: Class 8 contains 24454 members 
Mstep: Class 9 contains 18632 members 
Mstep: Class 10 contains 31866 members 
Mstep: Class 11 contains 21833 members 
Mstep: Class 12 contains 11421 members 
Mstep: Class 13 contains 18265 members 
Mstep: Class 14 contains 17179 members 
Mstep: Class 15 contains 35187 members 
Mstep: Class 16 contains 20310 members 
Mstep: Class 17 contains 19039 members 
Mstep: Class 18 contains 13680 members 
Mstep: Class 19 contains 14057 members 
Mstep: Class 20 contains 21399 members 
Mstep: Class 22 contains 24181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22725606.000000 Penalty: 44515.414062
Iteration 3F: 22 clusters Score -2.272561e+07 nChanged 73779
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 23492 members 
Mstep: Class 3 contains 38704 members 
Mstep: Class 4 contains 46215 members 
Mstep: Class 5 contains 18979 members 
Mstep: Class 6 contains 20091 members 
Mstep: Class 7 contains 27360 members 
Mstep: Class 8 contains 24701 members 
Mstep: Class 9 contains 17850 members 
Mstep: Class 10 contains 33541 members 
Mstep: Class 11 contains 19489 members 
Mstep: Class 12 contains 8558 members 
Mstep: Class 13 contains 15634 members 
Mstep: Class 14 contains 15268 members 
Mstep: Class 15 contains 42216 members 
Mstep: Class 16 contains 19122 members 
Mstep: Class 17 contains 17260 members 
Mstep: Class 18 contains 11416 members 
Mstep: Class 19 contains 12119 members 
Mstep: Class 20 contains 21245 members 
Mstep: Class 22 contains 23374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22776838.000000 Penalty: 44515.414062
Iteration 4F: 22 clusters Score -2.277684e+07 nChanged 63670
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 24371 members 
Mstep: Class 3 contains 41957 members 
Mstep: Class 4 contains 50095 members 
Mstep: Class 5 contains 20756 members 
Mstep: Class 6 contains 18715 members 
Mstep: Class 7 contains 29284 members 
Mstep: Class 8 contains 25154 members 
Mstep: Class 9 contains 16857 members 
Mstep: Class 10 contains 35030 members 
Mstep: Class 11 contains 16735 members 
Mstep: Class 12 contains 6298 members 
Mstep: Class 13 contains 12681 members 
Mstep: Class 14 contains 13703 members 
Mstep: Class 15 contains 49304 members 
Mstep: Class 16 contains 18214 members 
Mstep: Class 17 contains 15376 members 
Mstep: Class 18 contains 9500 members 
Mstep: Class 19 contains 10512 members 
Mstep: Class 20 contains 21615 members 
Mstep: Class 22 contains 21577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22819426.000000 Penalty: 44515.414062
Iteration 5F: 22 clusters Score -2.281943e+07 nChanged 57972
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 24616 members 
Mstep: Class 3 contains 45069 members 
Mstep: Class 4 contains 53949 members 
Mstep: Class 5 contains 23117 members 
Mstep: Class 6 contains 16827 members 
Mstep: Class 7 contains 31289 members 
Mstep: Class 8 contains 26066 members 
Mstep: Class 9 contains 15659 members 
Mstep: Class 10 contains 36281 members 
Mstep: Class 11 contains 13828 members 
Mstep: Class 12 contains 4655 members 
Mstep: Class 13 contains 9683 members 
Mstep: Class 14 contains 12282 members 
Mstep: Class 15 contains 55495 members 
Mstep: Class 16 contains 17110 members 
Mstep: Class 17 contains 13471 members 
Mstep: Class 18 contains 7841 members 
Mstep: Class 19 contains 9192 members 
Mstep: Class 20 contains 22913 members 
Mstep: Class 22 contains 19139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22859694.000000 Penalty: 44515.414062
Iteration 6F: 22 clusters Score -2.285969e+07 nChanged 54347
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 24376 members 
Mstep: Class 3 contains 47736 members 
Mstep: Class 4 contains 57936 members 
Mstep: Class 5 contains 26062 members 
Mstep: Class 6 contains 14648 members 
Mstep: Class 7 contains 33376 members 
Mstep: Class 8 contains 27437 members 
Mstep: Class 9 contains 14319 members 
Mstep: Class 10 contains 37211 members 
Mstep: Class 11 contains 10937 members 
Mstep: Class 12 contains 3417 members 
Mstep: Class 13 contains 6991 members 
Mstep: Class 14 contains 10889 members 
Mstep: Class 15 contains 60590 members 
Mstep: Class 16 contains 15636 members 
Mstep: Class 17 contains 11636 members 
Mstep: Class 18 contains 6425 members 
Mstep: Class 19 contains 8067 members 
Mstep: Class 20 contains 24934 members 
Mstep: Class 22 contains 16364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22897530.000000 Penalty: 44515.414062
Iteration 7F: 22 clusters Score -2.289753e+07 nChanged 51571
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 23658 members 
Mstep: Class 3 contains 49758 members 
Mstep: Class 4 contains 61982 members 
Mstep: Class 5 contains 29496 members 
Mstep: Class 6 contains 12328 members 
Mstep: Class 7 contains 35747 members 
Mstep: Class 8 contains 29270 members 
Mstep: Class 9 contains 12752 members 
Mstep: Class 10 contains 37886 members 
Mstep: Class 11 contains 8224 members 
Mstep: Class 12 contains 2493 members 
Mstep: Class 13 contains 4813 members 
Mstep: Class 14 contains 9564 members 
Mstep: Class 15 contains 64512 members 
Mstep: Class 16 contains 13811 members 
Mstep: Class 17 contains 9942 members 
Mstep: Class 18 contains 5161 members 
Mstep: Class 19 contains 7156 members 
Mstep: Class 20 contains 27275 members 
Mstep: Class 22 contains 13536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22933224.000000 Penalty: 44515.414062
Iteration 8F: 22 clusters Score -2.293322e+07 nChanged 48222
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 22636 members 
Mstep: Class 3 contains 50681 members 
Mstep: Class 4 contains 66320 members 
Mstep: Class 5 contains 33295 members 
Mstep: Class 6 contains 10198 members 
Mstep: Class 7 contains 38876 members 
Mstep: Class 8 contains 31287 members 
Mstep: Class 9 contains 11061 members 
Mstep: Class 10 contains 38138 members 
Mstep: Class 11 contains 6007 members 
Mstep: Class 12 contains 1862 members 
Mstep: Class 13 contains 3158 members 
Mstep: Class 14 contains 8268 members 
Mstep: Class 15 contains 67083 members 
Mstep: Class 16 contains 11698 members 
Mstep: Class 17 contains 8540 members 
Mstep: Class 18 contains 4151 members 
Mstep: Class 19 contains 6355 members 
Mstep: Class 20 contains 29379 members 
Mstep: Class 22 contains 10713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1911.518677 but Gain 2119.781250
Score: -22966762.000000 Penalty: 42395.632812
Iteration 9F: 21 clusters Score -2.296676e+07 nChanged 46230
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 21498 members 
Mstep: Class 3 contains 50777 members 
Mstep: Class 4 contains 70860 members 
Mstep: Class 5 contains 37317 members 
Mstep: Class 6 contains 8323 members 
Mstep: Class 7 contains 43163 members 
Mstep: Class 8 contains 33114 members 
Mstep: Class 9 contains 9553 members 
Mstep: Class 10 contains 38292 members 
Mstep: Class 11 contains 4326 members 
Mstep: Class 12 contains 1466 members 
Mstep: Class 14 contains 7043 members 
Mstep: Class 15 contains 68777 members 
Mstep: Class 16 contains 9683 members 
Mstep: Class 17 contains 7485 members 
Mstep: Class 18 contains 3309 members 
Mstep: Class 19 contains 5613 members 
Mstep: Class 20 contains 31248 members 
Mstep: Class 22 contains 8179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1999.966553 but Gain 2119.781250
Score: -22999822.000000 Penalty: 40275.851562
Iteration 10F: 20 clusters Score -2.299982e+07 nChanged 40190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 20248 members 
Mstep: Class 3 contains 50240 members 
Mstep: Class 4 contains 75408 members 
Mstep: Class 5 contains 41253 members 
Mstep: Class 6 contains 6893 members 
Mstep: Class 7 contains 47303 members 
Mstep: Class 8 contains 34123 members 
Mstep: Class 9 contains 8165 members 
Mstep: Class 10 contains 38101 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 14 contains 5799 members 
Mstep: Class 15 contains 69179 members 
Mstep: Class 16 contains 7799 members 
Mstep: Class 17 contains 6718 members 
Mstep: Class 18 contains 2647 members 
Mstep: Class 19 contains 4948 members 
Mstep: Class 20 contains 32230 members 
Mstep: Class 22 contains 6008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23026222.000000 Penalty: 40275.851562
Iteration 11F: 20 clusters Score -2.302622e+07 nChanged 34375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 18865 members 
Mstep: Class 3 contains 49229 members 
Mstep: Class 4 contains 79645 members 
Mstep: Class 5 contains 44942 members 
Mstep: Class 6 contains 5907 members 
Mstep: Class 7 contains 51100 members 
Mstep: Class 8 contains 34542 members 
Mstep: Class 9 contains 7094 members 
Mstep: Class 10 contains 37823 members 
Mstep: Class 11 contains 2331 members 
Mstep: Class 14 contains 4582 members 
Mstep: Class 15 contains 68690 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 5980 members 
Mstep: Class 18 contains 2120 members 
Mstep: Class 19 contains 4520 members 
Mstep: Class 20 contains 32688 members 
Mstep: Class 22 contains 4210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1900.526001 but Gain 2119.781250
Score: -23047186.000000 Penalty: 38156.070312
Iteration 12F: 19 clusters Score -2.304719e+07 nChanged 30744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 17664 members 
Mstep: Class 3 contains 48214 members 
Mstep: Class 4 contains 83741 members 
Mstep: Class 5 contains 48562 members 
Mstep: Class 6 contains 5312 members 
Mstep: Class 7 contains 54663 members 
Mstep: Class 8 contains 34627 members 
Mstep: Class 9 contains 6290 members 
Mstep: Class 10 contains 37652 members 
Mstep: Class 11 contains 1901 members 
Mstep: Class 14 contains 3676 members 
Mstep: Class 15 contains 68074 members 
Mstep: Class 16 contains 4785 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 19 contains 4269 members 
Mstep: Class 20 contains 32866 members 
Mstep: Class 22 contains 2947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2060.401611 but Gain 2119.781250
Score: -23065414.000000 Penalty: 36036.289062
Iteration 13F: 18 clusters Score -2.306541e+07 nChanged 25950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 16495 members 
Mstep: Class 3 contains 46839 members 
Mstep: Class 4 contains 87515 members 
Mstep: Class 5 contains 51785 members 
Mstep: Class 6 contains 5236 members 
Mstep: Class 7 contains 57944 members 
Mstep: Class 8 contains 34374 members 
Mstep: Class 9 contains 5622 members 
Mstep: Class 10 contains 37301 members 
Mstep: Class 14 contains 2946 members 
Mstep: Class 15 contains 67250 members 
Mstep: Class 16 contains 3617 members 
Mstep: Class 17 contains 4896 members 
Mstep: Class 19 contains 4164 members 
Mstep: Class 20 contains 32713 members 
Mstep: Class 22 contains 2044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1807.098999 but Gain 2119.781250
Score: -23079642.000000 Penalty: 33916.507812
Iteration 14F: 17 clusters Score -2.307964e+07 nChanged 21807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 15516 members 
Mstep: Class 3 contains 45844 members 
Mstep: Class 4 contains 90963 members 
Mstep: Class 5 contains 54646 members 
Mstep: Class 6 contains 5136 members 
Mstep: Class 7 contains 60902 members 
Mstep: Class 8 contains 33890 members 
Mstep: Class 9 contains 5083 members 
Mstep: Class 10 contains 36614 members 
Mstep: Class 14 contains 2396 members 
Mstep: Class 15 contains 65954 members 
Mstep: Class 16 contains 2719 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 19 contains 4171 members 
Mstep: Class 20 contains 32399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23091002.000000 Penalty: 33916.507812
Iteration 15Q: 17 clusters Score -2.3091e+07 nChanged 17514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 14732 members 
Mstep: Class 3 contains 44031 members 
Mstep: Class 4 contains 93849 members 
Mstep: Class 5 contains 57178 members 
Mstep: Class 6 contains 5068 members 
Mstep: Class 7 contains 63442 members 
Mstep: Class 8 contains 33335 members 
Mstep: Class 9 contains 4587 members 
Mstep: Class 10 contains 35750 members 
Mstep: Class 14 contains 2037 members 
Mstep: Class 15 contains 64258 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 4210 members 
Mstep: Class 19 contains 4243 members 
Mstep: Class 20 contains 32030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1809.026611 but Gain 2119.783203
Score: -23098388.000000 Penalty: 31796.724609
Iteration 16Q: 16 clusters Score -2.309839e+07 nChanged 16559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 14125 members 
Mstep: Class 3 contains 42475 members 
Mstep: Class 4 contains 96338 members 
Mstep: Class 5 contains 59573 members 
Mstep: Class 6 contains 5066 members 
Mstep: Class 7 contains 66146 members 
Mstep: Class 8 contains 32794 members 
Mstep: Class 9 contains 4206 members 
Mstep: Class 10 contains 34789 members 
Mstep: Class 14 contains 1775 members 
Mstep: Class 15 contains 63524 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 19 contains 4347 members 
Mstep: Class 20 contains 31753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23105758.000000 Penalty: 31796.724609
Iteration 17Q: 16 clusters Score -2.310576e+07 nChanged 12659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 13660 members 
Mstep: Class 3 contains 40931 members 
Mstep: Class 4 contains 98513 members 
Mstep: Class 5 contains 61753 members 
Mstep: Class 6 contains 5075 members 
Mstep: Class 7 contains 68175 members 
Mstep: Class 8 contains 32214 members 
Mstep: Class 9 contains 3898 members 
Mstep: Class 10 contains 33767 members 
Mstep: Class 14 contains 1613 members 
Mstep: Class 15 contains 61815 members 
Mstep: Class 17 contains 3640 members 
Mstep: Class 19 contains 4418 members 
Mstep: Class 20 contains 31331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23110244.000000 Penalty: 31796.724609
Iteration 18Q: 16 clusters Score -2.311024e+07 nChanged 11100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 13284 members 
Mstep: Class 3 contains 39621 members 
Mstep: Class 4 contains 100569 members 
Mstep: Class 5 contains 63868 members 
Mstep: Class 6 contains 5098 members 
Mstep: Class 7 contains 69990 members 
Mstep: Class 8 contains 31556 members 
Mstep: Class 9 contains 3642 members 
Mstep: Class 10 contains 32701 members 
Mstep: Class 14 contains 1493 members 
Mstep: Class 15 contains 60177 members 
Mstep: Class 17 contains 3398 members 
Mstep: Class 19 contains 4476 members 
Mstep: Class 20 contains 30910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23113504.000000 Penalty: 31796.724609
Iteration 19Q: 16 clusters Score -2.31135e+07 nChanged 9808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 12967 members 
Mstep: Class 3 contains 38481 members 
Mstep: Class 4 contains 102476 members 
Mstep: Class 5 contains 65745 members 
Mstep: Class 6 contains 5109 members 
Mstep: Class 7 contains 71653 members 
Mstep: Class 8 contains 30938 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 31658 members 
Mstep: Class 14 contains 1425 members 
Mstep: Class 15 contains 58599 members 
Mstep: Class 17 contains 3204 members 
Mstep: Class 19 contains 4508 members 
Mstep: Class 20 contains 30572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23116048.000000 Penalty: 31796.724609
Iteration 20F: 16 clusters Score -2.311605e+07 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 12712 members 
Mstep: Class 3 contains 37447 members 
Mstep: Class 4 contains 104260 members 
Mstep: Class 5 contains 67477 members 
Mstep: Class 6 contains 5120 members 
Mstep: Class 7 contains 73093 members 
Mstep: Class 8 contains 30330 members 
Mstep: Class 9 contains 3223 members 
Mstep: Class 10 contains 30647 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 57160 members 
Mstep: Class 17 contains 3061 members 
Mstep: Class 19 contains 4523 members 
Mstep: Class 20 contains 30246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23118334.000000 Penalty: 31796.724609
Iteration 21Q: 16 clusters Score -2.311833e+07 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 12504 members 
Mstep: Class 3 contains 36564 members 
Mstep: Class 4 contains 105964 members 
Mstep: Class 5 contains 69175 members 
Mstep: Class 6 contains 5092 members 
Mstep: Class 7 contains 74315 members 
Mstep: Class 8 contains 29761 members 
Mstep: Class 9 contains 3041 members 
Mstep: Class 10 contains 29566 members 
Mstep: Class 14 contains 1386 members 
Mstep: Class 15 contains 55821 members 
Mstep: Class 17 contains 2970 members 
Mstep: Class 19 contains 4546 members 
Mstep: Class 20 contains 29974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23120328.000000 Penalty: 31796.724609
Iteration 22Q: 16 clusters Score -2.312033e+07 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 12355 members 
Mstep: Class 3 contains 35826 members 
Mstep: Class 4 contains 107572 members 
Mstep: Class 5 contains 70796 members 
Mstep: Class 6 contains 5061 members 
Mstep: Class 7 contains 75313 members 
Mstep: Class 8 contains 29172 members 
Mstep: Class 9 contains 2873 members 
Mstep: Class 10 contains 28542 members 
Mstep: Class 14 contains 1374 members 
Mstep: Class 15 contains 54612 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 19 contains 4556 members 
Mstep: Class 20 contains 29680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23121736.000000 Penalty: 31796.724609
Iteration 23Q: 16 clusters Score -2.312174e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 12209 members 
Mstep: Class 3 contains 35194 members 
Mstep: Class 4 contains 109130 members 
Mstep: Class 5 contains 72296 members 
Mstep: Class 6 contains 5025 members 
Mstep: Class 7 contains 76032 members 
Mstep: Class 8 contains 28628 members 
Mstep: Class 9 contains 2754 members 
Mstep: Class 10 contains 27495 members 
Mstep: Class 14 contains 1371 members 
Mstep: Class 15 contains 53611 members 
Mstep: Class 17 contains 2866 members 
Mstep: Class 19 contains 4562 members 
Mstep: Class 20 contains 29420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23122686.000000 Penalty: 31796.724609
Iteration 24Q: 16 clusters Score -2.312269e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 12090 members 
Mstep: Class 3 contains 34664 members 
Mstep: Class 4 contains 110590 members 
Mstep: Class 5 contains 73615 members 
Mstep: Class 6 contains 4991 members 
Mstep: Class 7 contains 76585 members 
Mstep: Class 8 contains 28108 members 
Mstep: Class 9 contains 2635 members 
Mstep: Class 10 contains 26502 members 
Mstep: Class 14 contains 1387 members 
Mstep: Class 15 contains 52792 members 
Mstep: Class 17 contains 2833 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 29203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23123526.000000 Penalty: 31796.724609
Iteration 25Q: 16 clusters Score -2.312353e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 34174 members 
Mstep: Class 4 contains 111957 members 
Mstep: Class 5 contains 74844 members 
Mstep: Class 6 contains 4949 members 
Mstep: Class 7 contains 77064 members 
Mstep: Class 8 contains 27634 members 
Mstep: Class 9 contains 2521 members 
Mstep: Class 10 contains 25539 members 
Mstep: Class 14 contains 1405 members 
Mstep: Class 15 contains 52077 members 
Mstep: Class 17 contains 2806 members 
Mstep: Class 19 contains 4544 members 
Mstep: Class 20 contains 29023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23124192.000000 Penalty: 31796.724609
Iteration 26Q: 16 clusters Score -2.312419e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 11871 members 
Mstep: Class 3 contains 33712 members 
Mstep: Class 4 contains 113291 members 
Mstep: Class 5 contains 76114 members 
Mstep: Class 6 contains 4908 members 
Mstep: Class 7 contains 77393 members 
Mstep: Class 8 contains 27170 members 
Mstep: Class 9 contains 2451 members 
Mstep: Class 10 contains 24562 members 
Mstep: Class 14 contains 1418 members 
Mstep: Class 15 contains 51450 members 
Mstep: Class 17 contains 2782 members 
Mstep: Class 19 contains 4527 members 
Mstep: Class 20 contains 28835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23125024.000000 Penalty: 31796.724609
Iteration 27Q: 16 clusters Score -2.312502e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 11774 members 
Mstep: Class 3 contains 33304 members 
Mstep: Class 4 contains 114567 members 
Mstep: Class 5 contains 77368 members 
Mstep: Class 6 contains 4881 members 
Mstep: Class 7 contains 77567 members 
Mstep: Class 8 contains 26721 members 
Mstep: Class 9 contains 2399 members 
Mstep: Class 10 contains 23618 members 
Mstep: Class 14 contains 1425 members 
Mstep: Class 15 contains 50939 members 
Mstep: Class 17 contains 2760 members 
Mstep: Class 19 contains 4509 members 
Mstep: Class 20 contains 28643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23125456.000000 Penalty: 31796.724609
Iteration 28Q: 16 clusters Score -2.312546e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 11689 members 
Mstep: Class 3 contains 32945 members 
Mstep: Class 4 contains 115872 members 
Mstep: Class 5 contains 78525 members 
Mstep: Class 6 contains 4814 members 
Mstep: Class 7 contains 77692 members 
Mstep: Class 8 contains 26303 members 
Mstep: Class 9 contains 2351 members 
Mstep: Class 10 contains 22663 members 
Mstep: Class 14 contains 1441 members 
Mstep: Class 15 contains 50489 members 
Mstep: Class 17 contains 2741 members 
Mstep: Class 19 contains 4480 members 
Mstep: Class 20 contains 28457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23126030.000000 Penalty: 31796.724609
Iteration 29Q: 16 clusters Score -2.312603e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 11626 members 
Mstep: Class 3 contains 32633 members 
Mstep: Class 4 contains 117114 members 
Mstep: Class 5 contains 79561 members 
Mstep: Class 6 contains 4763 members 
Mstep: Class 7 contains 77730 members 
Mstep: Class 8 contains 25920 members 
Mstep: Class 9 contains 2317 members 
Mstep: Class 10 contains 21753 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 50096 members 
Mstep: Class 17 contains 2723 members 
Mstep: Class 19 contains 4449 members 
Mstep: Class 20 contains 28314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23126350.000000 Penalty: 31796.724609
Iteration 30Q: 16 clusters Score -2.312635e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 11569 members 
Mstep: Class 3 contains 32358 members 
Mstep: Class 4 contains 118279 members 
Mstep: Class 5 contains 80576 members 
Mstep: Class 6 contains 4711 members 
Mstep: Class 7 contains 77730 members 
Mstep: Class 8 contains 25554 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 20842 members 
Mstep: Class 14 contains 1465 members 
Mstep: Class 15 contains 49758 members 
Mstep: Class 17 contains 2711 members 
Mstep: Class 19 contains 4426 members 
Mstep: Class 20 contains 28176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23126894.000000 Penalty: 31796.724609
Iteration 31Q: 16 clusters Score -2.312689e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 11523 members 
Mstep: Class 3 contains 32125 members 
Mstep: Class 4 contains 119361 members 
Mstep: Class 5 contains 81570 members 
Mstep: Class 6 contains 4671 members 
Mstep: Class 7 contains 77718 members 
Mstep: Class 8 contains 25211 members 
Mstep: Class 9 contains 2240 members 
Mstep: Class 10 contains 19935 members 
Mstep: Class 14 contains 1476 members 
Mstep: Class 15 contains 49478 members 
Mstep: Class 17 contains 2704 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 20 contains 28019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23127310.000000 Penalty: 31796.724609
Iteration 32Q: 16 clusters Score -2.312731e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 11474 members 
Mstep: Class 3 contains 31892 members 
Mstep: Class 4 contains 120417 members 
Mstep: Class 5 contains 82626 members 
Mstep: Class 6 contains 4605 members 
Mstep: Class 7 contains 77647 members 
Mstep: Class 8 contains 24875 members 
Mstep: Class 9 contains 2217 members 
Mstep: Class 10 contains 19015 members 
Mstep: Class 14 contains 1480 members 
Mstep: Class 15 contains 49210 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 19 contains 4378 members 
Mstep: Class 20 contains 27885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23127664.000000 Penalty: 31796.724609
Iteration 33Q: 16 clusters Score -2.312766e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 11398 members 
Mstep: Class 3 contains 31685 members 
Mstep: Class 4 contains 121406 members 
Mstep: Class 5 contains 83670 members 
Mstep: Class 6 contains 4537 members 
Mstep: Class 7 contains 77578 members 
Mstep: Class 8 contains 24573 members 
Mstep: Class 9 contains 2182 members 
Mstep: Class 10 contains 18147 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 15 contains 48969 members 
Mstep: Class 17 contains 2708 members 
Mstep: Class 19 contains 4338 members 
Mstep: Class 20 contains 27743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23128120.000000 Penalty: 31796.724609
Iteration 34Q: 16 clusters Score -2.312812e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 11349 members 
Mstep: Class 3 contains 31471 members 
Mstep: Class 4 contains 122385 members 
Mstep: Class 5 contains 84613 members 
Mstep: Class 6 contains 4475 members 
Mstep: Class 7 contains 77498 members 
Mstep: Class 8 contains 24266 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 17330 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 48816 members 
Mstep: Class 17 contains 2711 members 
Mstep: Class 19 contains 4282 members 
Mstep: Class 20 contains 27593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23128466.000000 Penalty: 31796.724609
Iteration 35Q: 16 clusters Score -2.312847e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 11300 members 
Mstep: Class 3 contains 31279 members 
Mstep: Class 4 contains 123322 members 
Mstep: Class 5 contains 85504 members 
Mstep: Class 6 contains 4408 members 
Mstep: Class 7 contains 77407 members 
Mstep: Class 8 contains 24005 members 
Mstep: Class 9 contains 2099 members 
Mstep: Class 10 contains 16522 members 
Mstep: Class 14 contains 1517 members 
Mstep: Class 15 contains 48707 members 
Mstep: Class 17 contains 2712 members 
Mstep: Class 19 contains 4230 members 
Mstep: Class 20 contains 27432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23128950.000000 Penalty: 31796.724609
Iteration 36Q: 16 clusters Score -2.312895e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 11247 members 
Mstep: Class 3 contains 31085 members 
Mstep: Class 4 contains 124292 members 
Mstep: Class 5 contains 86311 members 
Mstep: Class 6 contains 4345 members 
Mstep: Class 7 contains 77278 members 
Mstep: Class 8 contains 23773 members 
Mstep: Class 9 contains 2058 members 
Mstep: Class 10 contains 15778 members 
Mstep: Class 14 contains 1528 members 
Mstep: Class 15 contains 48628 members 
Mstep: Class 17 contains 2712 members 
Mstep: Class 19 contains 4143 members 
Mstep: Class 20 contains 27280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23129348.000000 Penalty: 31796.724609
Iteration 37Q: 16 clusters Score -2.312935e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 11194 members 
Mstep: Class 3 contains 30912 members 
Mstep: Class 4 contains 125224 members 
Mstep: Class 5 contains 87084 members 
Mstep: Class 6 contains 4277 members 
Mstep: Class 7 contains 77107 members 
Mstep: Class 8 contains 23540 members 
Mstep: Class 9 contains 2008 members 
Mstep: Class 10 contains 15080 members 
Mstep: Class 14 contains 1540 members 
Mstep: Class 15 contains 48555 members 
Mstep: Class 17 contains 2713 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 27155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23129828.000000 Penalty: 31796.724609
Iteration 38Q: 16 clusters Score -2.312983e+07 nChanged 2483
Entering ConstructFrom: 
Score: -23129828.000000 Penalty: 31796.724609
Entering ConstructFrom: 
Trying to split cluster 1 (2211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Entering Unmasked Estep 
Score: -110160.328125 Penalty: 1251.444946
	Iteration 0F: 2 clusters Score -110160.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -107964.718750 Penalty: 2502.889893
	Iteration 0F: 3 clusters Score -107964.7 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -108391.640625 Penalty: 2502.889893
	Iteration 1F: 3 clusters Score -108391.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -108470.453125 Penalty: 2502.889893
	Iteration 2F: 3 clusters Score -108470.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -108524.750000 Penalty: 2502.889893
	Iteration 3Q: 3 clusters Score -108524.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -108561.125000 Penalty: 2502.889893
	Iteration 4Q: 3 clusters Score -108561.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -108591.390625 Penalty: 2502.889893
	Iteration 5Q: 3 clusters Score -108591.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -108631.468750 Penalty: 2502.889893
	Iteration 6Q: 3 clusters Score -108631.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -108664.734375 Penalty: 2502.889893
	Iteration 7Q: 3 clusters Score -108664.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -108692.664062 Penalty: 2502.889893
	Iteration 8Q: 3 clusters Score -108692.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -108713.585938 Penalty: 2502.889893
	Iteration 9Q: 3 clusters Score -108713.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -108728.859375 Penalty: 2502.889893
	Iteration 10Q: 3 clusters Score -108728.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -108750.757812 Penalty: 2502.889893
	Iteration 11Q: 3 clusters Score -108750.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -108769.328125 Penalty: 2502.889893
	Iteration 12Q: 3 clusters Score -108769.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -108782.484375 Penalty: 2502.889893
	Iteration 13Q: 3 clusters Score -108782.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -108786.632812 Penalty: 2502.889893
	Iteration 14Q: 3 clusters Score -108786.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -108791.187500 Penalty: 2502.889893
	Iteration 15Q: 3 clusters Score -108791.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -108794.023438 Penalty: 2502.889893
	Iteration 16Q: 3 clusters Score -108794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -108799.523438 Penalty: 2502.889893
	Iteration 17Q: 3 clusters Score -108799.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -108801.945312 Penalty: 2502.889893
	Iteration 18Q: 3 clusters Score -108801.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -108803.906250 Penalty: 2502.889893
	Iteration 19Q: 3 clusters Score -108803.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -108805.554688 Penalty: 2502.889893
	Iteration 20F: 3 clusters Score -108805.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -108807.937500 Penalty: 2502.889893
	Iteration 21Q: 3 clusters Score -108807.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -108809.226562 Penalty: 2502.889893
	Iteration 22Q: 3 clusters Score -108809.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -108810.328125 Penalty: 2502.889893
	Iteration 23Q: 3 clusters Score -108810.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -108811.804688 Penalty: 2502.889893
	Iteration 24Q: 3 clusters Score -108811.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -108813.445312 Penalty: 2502.889893
	Iteration 25Q: 3 clusters Score -108813.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -108816.046875 Penalty: 2502.889893
	Iteration 26Q: 3 clusters Score -108816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -108817.468750 Penalty: 2502.889893
	Iteration 27Q: 3 clusters Score -108817.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -108820.554688 Penalty: 2502.889893
	Iteration 28Q: 3 clusters Score -108820.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -108823.031250 Penalty: 2502.889893
	Iteration 29Q: 3 clusters Score -108823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -108825.507812 Penalty: 2502.889893
	Iteration 30Q: 3 clusters Score -108825.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -108827.578125 Penalty: 2502.889893
	Iteration 31Q: 3 clusters Score -108827.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -108828.554688 Penalty: 2502.889893
	Iteration 32Q: 3 clusters Score -108828.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -108828.773438 Penalty: 2502.889893
	Iteration 33Q: 3 clusters Score -108828.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -108828.773438 Penalty: 2502.889893
	Iteration 34F: 3 clusters Score -108828.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Entering Unmasked Estep 
Score: -545672.562500 Penalty: 1514.194214
	Iteration 0F: 2 clusters Score -545672.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -537804.312500 Penalty: 3028.388428
	Iteration 0F: 3 clusters Score -537804.3 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -540996.750000 Penalty: 3028.388428
	Iteration 1F: 3 clusters Score -540996.8 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -542013.500000 Penalty: 3028.388428
	Iteration 2F: 3 clusters Score -542013.5 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -543053.250000 Penalty: 3028.388428
	Iteration 3F: 3 clusters Score -543053.2 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -543974.375000 Penalty: 3028.388428
	Iteration 4F: 3 clusters Score -543974.4 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -544592.687500 Penalty: 3028.388428
	Iteration 5F: 3 clusters Score -544592.7 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -544964.437500 Penalty: 3028.388428
	Iteration 6Q: 3 clusters Score -544964.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -545151.250000 Penalty: 3028.388428
	Iteration 7Q: 3 clusters Score -545151.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -545244.062500 Penalty: 3028.388428
	Iteration 8Q: 3 clusters Score -545244.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -545303.375000 Penalty: 3028.388428
	Iteration 9Q: 3 clusters Score -545303.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -545347.687500 Penalty: 3028.388428
	Iteration 10Q: 3 clusters Score -545347.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -545380.000000 Penalty: 3028.388428
	Iteration 11Q: 3 clusters Score -545380 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -545408.062500 Penalty: 3028.388428
	Iteration 12Q: 3 clusters Score -545408.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -545433.125000 Penalty: 3028.388428
	Iteration 13Q: 3 clusters Score -545433.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -545461.187500 Penalty: 3028.388428
	Iteration 14Q: 3 clusters Score -545461.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -545486.562500 Penalty: 3028.388428
	Iteration 15Q: 3 clusters Score -545486.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -545510.312500 Penalty: 3028.388428
	Iteration 16Q: 3 clusters Score -545510.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -545541.187500 Penalty: 3028.388428
	Iteration 17Q: 3 clusters Score -545541.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -545580.000000 Penalty: 3028.388428
	Iteration 18Q: 3 clusters Score -545580 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -545610.000000 Penalty: 3028.388428
	Iteration 19Q: 3 clusters Score -545610 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -545631.312500 Penalty: 3028.388428
	Iteration 20F: 3 clusters Score -545631.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -545643.812500 Penalty: 3028.388428
	Iteration 21Q: 3 clusters Score -545643.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -545650.312500 Penalty: 3028.388428
	Iteration 22Q: 3 clusters Score -545650.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -545657.500000 Penalty: 3028.388428
	Iteration 23Q: 3 clusters Score -545657.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -545667.375000 Penalty: 3028.388428
	Iteration 24Q: 3 clusters Score -545667.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -545672.250000 Penalty: 3028.388428
	Iteration 25Q: 3 clusters Score -545672.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -545681.437500 Penalty: 3028.388428
	Iteration 26Q: 3 clusters Score -545681.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -545687.812500 Penalty: 3028.388428
	Iteration 27Q: 3 clusters Score -545687.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -545690.687500 Penalty: 3028.388428
	Iteration 28Q: 3 clusters Score -545690.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -545692.500000 Penalty: 3028.388428
	Iteration 29Q: 3 clusters Score -545692.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -545694.000000 Penalty: 3028.388428
	Iteration 30Q: 3 clusters Score -545694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -545695.812500 Penalty: 3028.388428
	Iteration 31Q: 3 clusters Score -545695.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -545698.750000 Penalty: 3028.388428
	Iteration 32Q: 3 clusters Score -545698.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -545699.125000 Penalty: 3028.388428
	Iteration 33Q: 3 clusters Score -545699.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -545699.375000 Penalty: 3028.388428
	Iteration 34Q: 3 clusters Score -545699.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -545699.000000 Penalty: 3028.388428
	Iteration 35Q: 3 clusters Score -545699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -545699.000000 Penalty: 3028.388428
	Iteration 36F: 3 clusters Score -545699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1022 members 
Mstep: Class 3 contains 30741 members 
Mstep: Class 4 contains 126140 members 
Mstep: Class 5 contains 87849 members 
Mstep: Class 6 contains 4221 members 
Mstep: Class 7 contains 76868 members 
Mstep: Class 8 contains 23337 members 
Mstep: Class 9 contains 1966 members 
Mstep: Class 10 contains 14407 members 
Mstep: Class 11 contains 10116 members 
Mstep: Class 14 contains 1556 members 
Mstep: Class 15 contains 48501 members 
Mstep: Class 17 contains 2712 members 
Mstep: Class 19 contains 4000 members 
Mstep: Class 20 contains 27042 members 
Entering Unmasked Estep 
Score: -23129342.000000 Penalty: 33916.507812
Splitting cluster 2 changes total score from -23129828.000000 to -23129342.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (30741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Entering Unmasked Estep 
Score: -1643406.375000 Penalty: 1679.169678
	Iteration 0F: 2 clusters Score -1643406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -1622618.250000 Penalty: 3358.339355
	Iteration 0F: 3 clusters Score -1622618 nChanged 14240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -1630503.500000 Penalty: 3358.339355
	Iteration 1F: 3 clusters Score -1630504 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -1630978.750000 Penalty: 3358.339355
	Iteration 2Q: 3 clusters Score -1630979 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -1631543.125000 Penalty: 3358.339355
	Iteration 3Q: 3 clusters Score -1631543 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -1632358.375000 Penalty: 3358.339355
	Iteration 4Q: 3 clusters Score -1632358 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -1633379.750000 Penalty: 3358.339355
	Iteration 5F: 3 clusters Score -1633380 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -1634561.500000 Penalty: 3358.339355
	Iteration 6F: 3 clusters Score -1634562 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -1635874.625000 Penalty: 3358.339355
	Iteration 7F: 3 clusters Score -1635875 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -1637062.250000 Penalty: 3358.339355
	Iteration 8F: 3 clusters Score -1637062 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -1637968.625000 Penalty: 3358.339355
	Iteration 9Q: 3 clusters Score -1637969 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -1638652.625000 Penalty: 3358.339355
	Iteration 10Q: 3 clusters Score -1638653 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -1639137.625000 Penalty: 3358.339355
	Iteration 11Q: 3 clusters Score -1639138 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -1639458.750000 Penalty: 3358.339355
	Iteration 12Q: 3 clusters Score -1639459 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -1639663.500000 Penalty: 3358.339355
	Iteration 13Q: 3 clusters Score -1639664 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -1639822.875000 Penalty: 3358.339355
	Iteration 14Q: 3 clusters Score -1639823 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -1639938.625000 Penalty: 3358.339355
	Iteration 15Q: 3 clusters Score -1639939 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -1640049.875000 Penalty: 3358.339355
	Iteration 16Q: 3 clusters Score -1640050 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -1640154.500000 Penalty: 3358.339355
	Iteration 17Q: 3 clusters Score -1640154 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -1640261.875000 Penalty: 3358.339355
	Iteration 18Q: 3 clusters Score -1640262 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -1640343.625000 Penalty: 3358.339355
	Iteration 19Q: 3 clusters Score -1640344 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -1640419.500000 Penalty: 3358.339355
	Iteration 20F: 3 clusters Score -1640420 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -1640492.750000 Penalty: 3358.339355
	Iteration 21Q: 3 clusters Score -1640493 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -1640555.125000 Penalty: 3358.339355
	Iteration 22Q: 3 clusters Score -1640555 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -1640624.875000 Penalty: 3358.339355
	Iteration 23Q: 3 clusters Score -1640625 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -1640688.750000 Penalty: 3358.339355
	Iteration 24Q: 3 clusters Score -1640689 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -1640749.750000 Penalty: 3358.339355
	Iteration 25Q: 3 clusters Score -1640750 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -1640808.500000 Penalty: 3358.339355
	Iteration 26Q: 3 clusters Score -1640808 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -1640885.250000 Penalty: 3358.339355
	Iteration 27Q: 3 clusters Score -1640885 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -1640956.625000 Penalty: 3358.339355
	Iteration 28Q: 3 clusters Score -1640957 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -1641032.500000 Penalty: 3358.339355
	Iteration 29Q: 3 clusters Score -1641032 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -1641106.875000 Penalty: 3358.339355
	Iteration 30Q: 3 clusters Score -1641107 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -1641182.875000 Penalty: 3358.339355
	Iteration 31Q: 3 clusters Score -1641183 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -1641239.250000 Penalty: 3358.339355
	Iteration 32Q: 3 clusters Score -1641239 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -1641282.625000 Penalty: 3358.339355
	Iteration 33Q: 3 clusters Score -1641283 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -1641331.250000 Penalty: 3358.339355
	Iteration 34Q: 3 clusters Score -1641331 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -1641384.125000 Penalty: 3358.339355
	Iteration 35Q: 3 clusters Score -1641384 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -1641427.500000 Penalty: 3358.339355
	Iteration 36Q: 3 clusters Score -1641428 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -1641472.125000 Penalty: 3358.339355
	Iteration 37Q: 3 clusters Score -1641472 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -1641509.500000 Penalty: 3358.339355
	Iteration 38Q: 3 clusters Score -1641510 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -1641549.875000 Penalty: 3358.339355
	Iteration 39Q: 3 clusters Score -1641550 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -1641595.750000 Penalty: 3358.339355
	Iteration 40F: 3 clusters Score -1641596 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -1641627.625000 Penalty: 3358.339355
	Iteration 41Q: 3 clusters Score -1641628 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -1641666.375000 Penalty: 3358.339355
	Iteration 42Q: 3 clusters Score -1641666 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -1641700.875000 Penalty: 3358.339355
	Iteration 43Q: 3 clusters Score -1641701 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -1641733.250000 Penalty: 3358.339355
	Iteration 44Q: 3 clusters Score -1641733 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -1641768.875000 Penalty: 3358.339355
	Iteration 45Q: 3 clusters Score -1641769 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -1641798.375000 Penalty: 3358.339355
	Iteration 46Q: 3 clusters Score -1641798 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -1641835.125000 Penalty: 3358.339355
	Iteration 47Q: 3 clusters Score -1641835 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -1641857.250000 Penalty: 3358.339355
	Iteration 48Q: 3 clusters Score -1641857 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -1641874.250000 Penalty: 3358.339355
	Iteration 49Q: 3 clusters Score -1641874 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -1641889.375000 Penalty: 3358.339355
	Iteration 50Q: 3 clusters Score -1641889 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -1641903.875000 Penalty: 3358.339355
	Iteration 51Q: 3 clusters Score -1641904 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -1641914.375000 Penalty: 3358.339355
	Iteration 52Q: 3 clusters Score -1641914 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -1641926.500000 Penalty: 3358.339355
	Iteration 53Q: 3 clusters Score -1641926 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -1641940.250000 Penalty: 3358.339355
	Iteration 54Q: 3 clusters Score -1641940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -1641955.125000 Penalty: 3358.339355
	Iteration 55Q: 3 clusters Score -1641955 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -1641959.500000 Penalty: 3358.339355
	Iteration 56Q: 3 clusters Score -1641960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -1641972.250000 Penalty: 3358.339355
	Iteration 57Q: 3 clusters Score -1641972 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -1641977.750000 Penalty: 3358.339355
	Iteration 58Q: 3 clusters Score -1641978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -1641982.750000 Penalty: 3358.339355
	Iteration 59Q: 3 clusters Score -1641983 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -1641991.875000 Penalty: 3358.339355
	Iteration 60F: 3 clusters Score -1641992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -1641997.625000 Penalty: 3358.339355
	Iteration 61Q: 3 clusters Score -1641998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -1642002.250000 Penalty: 3358.339355
	Iteration 62Q: 3 clusters Score -1642002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -1642009.500000 Penalty: 3358.339355
	Iteration 63Q: 3 clusters Score -1642010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -1642014.875000 Penalty: 3358.339355
	Iteration 64Q: 3 clusters Score -1642015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -1642018.250000 Penalty: 3358.339355
	Iteration 65Q: 3 clusters Score -1642018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -1642017.750000 Penalty: 3358.339355
	Iteration 66Q: 3 clusters Score -1642018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -1642023.500000 Penalty: 3358.339355
	Iteration 67Q: 3 clusters Score -1642024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -1642027.125000 Penalty: 3358.339355
	Iteration 68Q: 3 clusters Score -1642027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -1642032.250000 Penalty: 3358.339355
	Iteration 69Q: 3 clusters Score -1642032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -1642034.500000 Penalty: 3358.339355
	Iteration 70Q: 3 clusters Score -1642034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -1642040.375000 Penalty: 3358.339355
	Iteration 71Q: 3 clusters Score -1642040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -1642046.750000 Penalty: 3358.339355
	Iteration 72Q: 3 clusters Score -1642047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -1642048.250000 Penalty: 3358.339355
	Iteration 73Q: 3 clusters Score -1642048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -1642048.875000 Penalty: 3358.339355
	Iteration 74Q: 3 clusters Score -1642049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -1642051.625000 Penalty: 3358.339355
	Iteration 75Q: 3 clusters Score -1642052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -1642051.625000 Penalty: 3358.339355
	Iteration 76F: 3 clusters Score -1642052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (126140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126140 members 
Entering Unmasked Estep 
Score: -6604994.000000 Penalty: 1908.586548
	Iteration 0F: 2 clusters Score -6604994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62870 members 
Mstep: Class 2 contains 63270 members 
Entering Unmasked Estep 
Score: -6520014.000000 Penalty: 3817.173096
	Iteration 0F: 3 clusters Score -6520014 nChanged 60997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60163 members 
Mstep: Class 2 contains 65977 members 
Entering Unmasked Estep 
Score: -6555613.000000 Penalty: 3817.173096
	Iteration 1F: 3 clusters Score -6555613 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58235 members 
Mstep: Class 2 contains 67905 members 
Entering Unmasked Estep 
Score: -6556559.500000 Penalty: 3817.173096
	Iteration 2Q: 3 clusters Score -6556560 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55325 members 
Mstep: Class 2 contains 70815 members 
Entering Unmasked Estep 
Score: -6557840.000000 Penalty: 3817.173096
	Iteration 3Q: 3 clusters Score -6557840 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50849 members 
Mstep: Class 2 contains 75291 members 
Entering Unmasked Estep 
Score: -6559973.000000 Penalty: 3817.173096
	Iteration 4Q: 3 clusters Score -6559973 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 81941 members 
Entering Unmasked Estep 
Score: -6563988.000000 Penalty: 3817.173096
	Iteration 5F: 3 clusters Score -6563988 nChanged 9637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 91300 members 
Entering Unmasked Estep 
Score: -6571235.500000 Penalty: 3817.173096
	Iteration 6F: 3 clusters Score -6571236 nChanged 11104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 102280 members 
Entering Unmasked Estep 
Score: -6581211.500000 Penalty: 3817.173096
	Iteration 7F: 3 clusters Score -6581212 nChanged 10318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 112548 members 
Entering Unmasked Estep 
Score: -6591230.000000 Penalty: 3817.173096
	Iteration 8F: 3 clusters Score -6591230 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 119252 members 
Entering Unmasked Estep 
Score: -6597743.500000 Penalty: 3817.173096
	Iteration 9F: 3 clusters Score -6597744 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 122572 members 
Entering Unmasked Estep 
Score: -6600799.500000 Penalty: 3817.173096
	Iteration 10Q: 3 clusters Score -6600800 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 124019 members 
Entering Unmasked Estep 
Score: -6602104.000000 Penalty: 3817.173096
	Iteration 11Q: 3 clusters Score -6602104 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 124711 members 
Entering Unmasked Estep 
Score: -6602721.500000 Penalty: 3817.173096
	Iteration 12Q: 3 clusters Score -6602722 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 125063 members 
Entering Unmasked Estep 
Score: -6603012.000000 Penalty: 3817.173096
	Iteration 13Q: 3 clusters Score -6603012 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 125246 members 
Entering Unmasked Estep 
Score: -6603138.500000 Penalty: 3817.173096
	Iteration 14Q: 3 clusters Score -6603138 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 125346 members 
Entering Unmasked Estep 
Score: -6603218.000000 Penalty: 3817.173096
	Iteration 15Q: 3 clusters Score -6603218 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 125430 members 
Entering Unmasked Estep 
Score: -6603272.000000 Penalty: 3817.173096
	Iteration 16Q: 3 clusters Score -6603272 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 125476 members 
Entering Unmasked Estep 
Score: -6603294.000000 Penalty: 3817.173096
	Iteration 17Q: 3 clusters Score -6603294 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 125519 members 
Entering Unmasked Estep 
Score: -6603315.500000 Penalty: 3817.173096
	Iteration 18Q: 3 clusters Score -6603316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 125539 members 
Entering Unmasked Estep 
Score: -6603327.000000 Penalty: 3817.173096
	Iteration 19Q: 3 clusters Score -6603327 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 125555 members 
Entering Unmasked Estep 
Score: -6603339.000000 Penalty: 3817.173096
	Iteration 20F: 3 clusters Score -6603339 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 125572 members 
Entering Unmasked Estep 
Score: -6603356.500000 Penalty: 3817.173096
	Iteration 21Q: 3 clusters Score -6603356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 125577 members 
Entering Unmasked Estep 
Score: -6603365.000000 Penalty: 3817.173096
	Iteration 22Q: 3 clusters Score -6603365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 125584 members 
Entering Unmasked Estep 
Score: -6603373.000000 Penalty: 3817.173096
	Iteration 23Q: 3 clusters Score -6603373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 125582 members 
Entering Unmasked Estep 
Score: -6603375.500000 Penalty: 3817.173096
	Iteration 24Q: 3 clusters Score -6603376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 125586 members 
Entering Unmasked Estep 
Score: -6603380.000000 Penalty: 3817.173096
	Iteration 25Q: 3 clusters Score -6603380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 125592 members 
Entering Unmasked Estep 
Score: -6603387.000000 Penalty: 3817.173096
	Iteration 26Q: 3 clusters Score -6603387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 125598 members 
Entering Unmasked Estep 
Score: -6603393.500000 Penalty: 3817.173096
	Iteration 27Q: 3 clusters Score -6603394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 125603 members 
Entering Unmasked Estep 
Score: -6603389.500000 Penalty: 3817.173096
	Iteration 28Q: 3 clusters Score -6603390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 125608 members 
Entering Unmasked Estep 
Score: -6603392.500000 Penalty: 3817.173096
	Iteration 29Q: 3 clusters Score -6603392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 125613 members 
Entering Unmasked Estep 
Score: -6603398.000000 Penalty: 3817.173096
	Iteration 30Q: 3 clusters Score -6603398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 125617 members 
Entering Unmasked Estep 
Score: -6603395.500000 Penalty: 3817.173096
	Iteration 31Q: 3 clusters Score -6603396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 125619 members 
Entering Unmasked Estep 
Score: -6603400.500000 Penalty: 3817.173096
	Iteration 32Q: 3 clusters Score -6603400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 125622 members 
Entering Unmasked Estep 
Score: -6603399.500000 Penalty: 3817.173096
	Iteration 33Q: 3 clusters Score -6603400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 125627 members 
Entering Unmasked Estep 
Score: -6603409.000000 Penalty: 3817.173096
	Iteration 34Q: 3 clusters Score -6603409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 125630 members 
Entering Unmasked Estep 
Score: -6603404.000000 Penalty: 3817.173096
	Iteration 35Q: 3 clusters Score -6603404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 125632 members 
Entering Unmasked Estep 
Score: -6603403.000000 Penalty: 3817.173096
	Iteration 36Q: 3 clusters Score -6603403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 125636 members 
Entering Unmasked Estep 
Score: -6603404.000000 Penalty: 3817.173096
	Iteration 37Q: 3 clusters Score -6603404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 125636 members 
Entering Unmasked Estep 
Score: -6603404.000000 Penalty: 3817.173096
	Iteration 38F: 3 clusters Score -6603404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (87849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87849 members 
Entering Unmasked Estep 
Score: -4511372.000000 Penalty: 1849.798462
	Iteration 0F: 2 clusters Score -4511372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -4452762.500000 Penalty: 3699.596924
	Iteration 0F: 3 clusters Score -4452762 nChanged 41928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -4477615.500000 Penalty: 3699.596924
	Iteration 1F: 3 clusters Score -4477616 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -4478920.000000 Penalty: 3699.596924
	Iteration 2Q: 3 clusters Score -4478920 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 44129 members 
Entering Unmasked Estep 
Score: -4480640.500000 Penalty: 3699.596924
	Iteration 3Q: 3 clusters Score -4480640 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 43960 members 
Entering Unmasked Estep 
Score: -4482632.500000 Penalty: 3699.596924
	Iteration 4Q: 3 clusters Score -4482632 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44208 members 
Mstep: Class 2 contains 43641 members 
Entering Unmasked Estep 
Score: -4484840.500000 Penalty: 3699.596924
	Iteration 5F: 3 clusters Score -4484840 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 43169 members 
Entering Unmasked Estep 
Score: -4487191.500000 Penalty: 3699.596924
	Iteration 6F: 3 clusters Score -4487192 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -4489774.500000 Penalty: 3699.596924
	Iteration 7F: 3 clusters Score -4489774 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46045 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -4492660.000000 Penalty: 3699.596924
	Iteration 8F: 3 clusters Score -4492660 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -4495320.500000 Penalty: 3699.596924
	Iteration 9Q: 3 clusters Score -4495320 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47894 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -4497082.500000 Penalty: 3699.596924
	Iteration 10Q: 3 clusters Score -4497082 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48824 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -4497909.000000 Penalty: 3699.596924
	Iteration 11Q: 3 clusters Score -4497909 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49711 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -4498327.500000 Penalty: 3699.596924
	Iteration 12Q: 3 clusters Score -4498328 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50599 members 
Mstep: Class 2 contains 37250 members 
Entering Unmasked Estep 
Score: -4498585.500000 Penalty: 3699.596924
	Iteration 13Q: 3 clusters Score -4498586 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51517 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -4498838.500000 Penalty: 3699.596924
	Iteration 14Q: 3 clusters Score -4498838 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52439 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -4499048.000000 Penalty: 3699.596924
	Iteration 15Q: 3 clusters Score -4499048 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53492 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -4499298.000000 Penalty: 3699.596924
	Iteration 16Q: 3 clusters Score -4499298 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54561 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -4499582.500000 Penalty: 3699.596924
	Iteration 17Q: 3 clusters Score -4499582 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55736 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -4499877.000000 Penalty: 3699.596924
	Iteration 18Q: 3 clusters Score -4499877 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56923 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -4500200.000000 Penalty: 3699.596924
	Iteration 19Q: 3 clusters Score -4500200 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58199 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -4500544.000000 Penalty: 3699.596924
	Iteration 20F: 3 clusters Score -4500544 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59411 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -4500941.500000 Penalty: 3699.596924
	Iteration 21Q: 3 clusters Score -4500942 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60667 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -4501320.500000 Penalty: 3699.596924
	Iteration 22Q: 3 clusters Score -4501320 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61912 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -4501718.000000 Penalty: 3699.596924
	Iteration 23Q: 3 clusters Score -4501718 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63149 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -4502143.500000 Penalty: 3699.596924
	Iteration 24Q: 3 clusters Score -4502144 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64399 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -4502535.500000 Penalty: 3699.596924
	Iteration 25Q: 3 clusters Score -4502536 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65651 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -4502964.500000 Penalty: 3699.596924
	Iteration 26Q: 3 clusters Score -4502964 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66917 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -4503352.500000 Penalty: 3699.596924
	Iteration 27Q: 3 clusters Score -4503352 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68125 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -4503727.000000 Penalty: 3699.596924
	Iteration 28Q: 3 clusters Score -4503727 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69325 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -4504113.500000 Penalty: 3699.596924
	Iteration 29Q: 3 clusters Score -4504114 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70498 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -4504498.000000 Penalty: 3699.596924
	Iteration 30Q: 3 clusters Score -4504498 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71685 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -4504870.000000 Penalty: 3699.596924
	Iteration 31Q: 3 clusters Score -4504870 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72842 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -4505258.000000 Penalty: 3699.596924
	Iteration 32Q: 3 clusters Score -4505258 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73948 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -4505620.500000 Penalty: 3699.596924
	Iteration 33Q: 3 clusters Score -4505620 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74986 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -4505940.500000 Penalty: 3699.596924
	Iteration 34Q: 3 clusters Score -4505940 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75976 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -4506278.000000 Penalty: 3699.596924
	Iteration 35Q: 3 clusters Score -4506278 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76946 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -4506629.000000 Penalty: 3699.596924
	Iteration 36Q: 3 clusters Score -4506629 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77883 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -4506958.500000 Penalty: 3699.596924
	Iteration 37Q: 3 clusters Score -4506958 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78712 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -4507225.500000 Penalty: 3699.596924
	Iteration 38Q: 3 clusters Score -4507226 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79481 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -4507484.000000 Penalty: 3699.596924
	Iteration 39Q: 3 clusters Score -4507484 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80180 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -4507747.500000 Penalty: 3699.596924
	Iteration 40F: 3 clusters Score -4507748 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80785 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -4507952.500000 Penalty: 3699.596924
	Iteration 41Q: 3 clusters Score -4507952 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81350 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -4508131.000000 Penalty: 3699.596924
	Iteration 42Q: 3 clusters Score -4508131 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81846 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -4508295.500000 Penalty: 3699.596924
	Iteration 43Q: 3 clusters Score -4508296 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82322 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -4508443.000000 Penalty: 3699.596924
	Iteration 44Q: 3 clusters Score -4508443 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82741 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -4508593.000000 Penalty: 3699.596924
	Iteration 45Q: 3 clusters Score -4508593 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83140 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -4508734.000000 Penalty: 3699.596924
	Iteration 46Q: 3 clusters Score -4508734 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83507 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -4508895.500000 Penalty: 3699.596924
	Iteration 47Q: 3 clusters Score -4508896 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83855 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -4509014.500000 Penalty: 3699.596924
	Iteration 48Q: 3 clusters Score -4509014 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84149 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -4509104.000000 Penalty: 3699.596924
	Iteration 49Q: 3 clusters Score -4509104 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84408 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -4509200.500000 Penalty: 3699.596924
	Iteration 50Q: 3 clusters Score -4509200 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84635 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -4509272.500000 Penalty: 3699.596924
	Iteration 51Q: 3 clusters Score -4509272 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84825 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -4509347.500000 Penalty: 3699.596924
	Iteration 52Q: 3 clusters Score -4509348 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84997 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -4509403.000000 Penalty: 3699.596924
	Iteration 53Q: 3 clusters Score -4509403 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85160 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -4509445.000000 Penalty: 3699.596924
	Iteration 54Q: 3 clusters Score -4509445 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85296 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -4509490.500000 Penalty: 3699.596924
	Iteration 55Q: 3 clusters Score -4509490 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85406 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -4509532.000000 Penalty: 3699.596924
	Iteration 56Q: 3 clusters Score -4509532 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85512 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -4509561.500000 Penalty: 3699.596924
	Iteration 57Q: 3 clusters Score -4509562 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85606 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -4509579.500000 Penalty: 3699.596924
	Iteration 58Q: 3 clusters Score -4509580 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85668 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -4509592.500000 Penalty: 3699.596924
	Iteration 59Q: 3 clusters Score -4509592 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85731 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -4509605.500000 Penalty: 3699.596924
	Iteration 60F: 3 clusters Score -4509606 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85788 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -4509615.500000 Penalty: 3699.596924
	Iteration 61Q: 3 clusters Score -4509616 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85829 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -4509636.500000 Penalty: 3699.596924
	Iteration 62Q: 3 clusters Score -4509636 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85852 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -4509650.000000 Penalty: 3699.596924
	Iteration 63Q: 3 clusters Score -4509650 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85880 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -4509656.000000 Penalty: 3699.596924
	Iteration 64Q: 3 clusters Score -4509656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85907 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4509659.500000 Penalty: 3699.596924
	Iteration 65Q: 3 clusters Score -4509660 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85935 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -4509667.000000 Penalty: 3699.596924
	Iteration 66Q: 3 clusters Score -4509667 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85954 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -4509662.500000 Penalty: 3699.596924
	Iteration 67Q: 3 clusters Score -4509662 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85981 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4509679.500000 Penalty: 3699.596924
	Iteration 68Q: 3 clusters Score -4509680 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86010 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -4509687.500000 Penalty: 3699.596924
	Iteration 69Q: 3 clusters Score -4509688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86032 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4509687.500000 Penalty: 3699.596924
	Iteration 70Q: 3 clusters Score -4509688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86051 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4509698.500000 Penalty: 3699.596924
	Iteration 71Q: 3 clusters Score -4509698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86070 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -4509707.500000 Penalty: 3699.596924
	Iteration 72Q: 3 clusters Score -4509708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86088 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4509702.000000 Penalty: 3699.596924
	Iteration 73Q: 3 clusters Score -4509702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86101 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -4509707.500000 Penalty: 3699.596924
	Iteration 74Q: 3 clusters Score -4509708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86113 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -4509705.500000 Penalty: 3699.596924
	Iteration 75Q: 3 clusters Score -4509706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86119 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -4509705.000000 Penalty: 3699.596924
	Iteration 76Q: 3 clusters Score -4509705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86127 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4509702.500000 Penalty: 3699.596924
	Iteration 77Q: 3 clusters Score -4509702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86139 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -4509699.000000 Penalty: 3699.596924
	Iteration 78Q: 3 clusters Score -4509699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86152 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4509707.000000 Penalty: 3699.596924
	Iteration 79Q: 3 clusters Score -4509707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86167 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4509713.000000 Penalty: 3699.596924
	Iteration 80F: 3 clusters Score -4509713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86179 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4509715.000000 Penalty: 3699.596924
	Iteration 81Q: 3 clusters Score -4509715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86185 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4509717.500000 Penalty: 3699.596924
	Iteration 82Q: 3 clusters Score -4509718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86192 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4509718.500000 Penalty: 3699.596924
	Iteration 83Q: 3 clusters Score -4509718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4509722.500000 Penalty: 3699.596924
	Iteration 84Q: 3 clusters Score -4509722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86208 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4509723.000000 Penalty: 3699.596924
	Iteration 85Q: 3 clusters Score -4509723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86211 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4509722.500000 Penalty: 3699.596924
	Iteration 86Q: 3 clusters Score -4509722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86214 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4509718.000000 Penalty: 3699.596924
	Iteration 87Q: 3 clusters Score -4509718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86218 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4509720.000000 Penalty: 3699.596924
	Iteration 88Q: 3 clusters Score -4509720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86225 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4509718.500000 Penalty: 3699.596924
	Iteration 89Q: 3 clusters Score -4509718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86233 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4509718.500000 Penalty: 3699.596924
	Iteration 90Q: 3 clusters Score -4509718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86244 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4509725.500000 Penalty: 3699.596924
	Iteration 91Q: 3 clusters Score -4509726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86261 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4509729.000000 Penalty: 3699.596924
	Iteration 92Q: 3 clusters Score -4509729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86270 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4509730.500000 Penalty: 3699.596924
	Iteration 93Q: 3 clusters Score -4509730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86283 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -4509741.500000 Penalty: 3699.596924
	Iteration 94Q: 3 clusters Score -4509742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86292 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4509736.500000 Penalty: 3699.596924
	Iteration 95Q: 3 clusters Score -4509736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86302 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4509739.000000 Penalty: 3699.596924
	Iteration 96Q: 3 clusters Score -4509739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86310 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -4509749.500000 Penalty: 3699.596924
	Iteration 97Q: 3 clusters Score -4509750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86314 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4509745.000000 Penalty: 3699.596924
	Iteration 98Q: 3 clusters Score -4509745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86322 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4509743.500000 Penalty: 3699.596924
	Iteration 99Q: 3 clusters Score -4509744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86326 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4509741.000000 Penalty: 3699.596924
	Iteration 100F: 3 clusters Score -4509741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86327 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4509742.000000 Penalty: 3699.596924
	Iteration 101Q: 3 clusters Score -4509742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86328 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4509743.000000 Penalty: 3699.596924
	Iteration 102Q: 3 clusters Score -4509743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86328 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4509741.000000 Penalty: 3699.596924
	Iteration 103Q: 3 clusters Score -4509741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86329 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4509739.500000 Penalty: 3699.596924
	Iteration 104Q: 3 clusters Score -4509740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86337 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4509741.000000 Penalty: 3699.596924
	Iteration 105Q: 3 clusters Score -4509741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86343 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4509744.500000 Penalty: 3699.596924
	Iteration 106Q: 3 clusters Score -4509744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86349 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4509753.500000 Penalty: 3699.596924
	Iteration 107Q: 3 clusters Score -4509754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86351 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4509751.500000 Penalty: 3699.596924
	Iteration 108Q: 3 clusters Score -4509752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86353 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4509749.500000 Penalty: 3699.596924
	Iteration 109Q: 3 clusters Score -4509750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86355 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4509754.500000 Penalty: 3699.596924
	Iteration 110Q: 3 clusters Score -4509754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86356 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4509750.500000 Penalty: 3699.596924
	Iteration 111Q: 3 clusters Score -4509750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86357 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4509751.000000 Penalty: 3699.596924
	Iteration 112Q: 3 clusters Score -4509751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86358 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4509753.500000 Penalty: 3699.596924
	Iteration 113Q: 3 clusters Score -4509754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86359 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4509754.500000 Penalty: 3699.596924
	Iteration 114Q: 3 clusters Score -4509754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86359 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4509754.500000 Penalty: 3699.596924
	Iteration 115F: 3 clusters Score -4509754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Entering Unmasked Estep 
Score: -218596.187500 Penalty: 1356.521851
	Iteration 0F: 2 clusters Score -218596.2 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 2152 members 
Entering Unmasked Estep 
Score: -215168.156250 Penalty: 2713.043701
	Iteration 0F: 3 clusters Score -215168.2 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -215946.843750 Penalty: 2713.043701
	Iteration 1F: 3 clusters Score -215946.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -216101.843750 Penalty: 2713.043701
	Iteration 2F: 3 clusters Score -216101.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -216191.343750 Penalty: 2713.043701
	Iteration 3Q: 3 clusters Score -216191.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -216255.484375 Penalty: 2713.043701
	Iteration 4Q: 3 clusters Score -216255.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -216324.046875 Penalty: 2713.043701
	Iteration 5Q: 3 clusters Score -216324 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -216379.437500 Penalty: 2713.043701
	Iteration 6Q: 3 clusters Score -216379.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -216441.453125 Penalty: 2713.043701
	Iteration 7Q: 3 clusters Score -216441.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -216500.562500 Penalty: 2713.043701
	Iteration 8Q: 3 clusters Score -216500.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -216552.562500 Penalty: 2713.043701
	Iteration 9Q: 3 clusters Score -216552.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -216598.890625 Penalty: 2713.043701
	Iteration 10Q: 3 clusters Score -216598.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -216655.031250 Penalty: 2713.043701
	Iteration 11Q: 3 clusters Score -216655 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -216714.984375 Penalty: 2713.043701
	Iteration 12Q: 3 clusters Score -216715 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -216761.671875 Penalty: 2713.043701
	Iteration 13Q: 3 clusters Score -216761.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -216803.750000 Penalty: 2713.043701
	Iteration 14Q: 3 clusters Score -216803.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -216843.187500 Penalty: 2713.043701
	Iteration 15Q: 3 clusters Score -216843.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -216887.484375 Penalty: 2713.043701
	Iteration 16Q: 3 clusters Score -216887.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -216921.281250 Penalty: 2713.043701
	Iteration 17Q: 3 clusters Score -216921.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -216955.890625 Penalty: 2713.043701
	Iteration 18Q: 3 clusters Score -216955.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -216985.875000 Penalty: 2713.043701
	Iteration 19Q: 3 clusters Score -216985.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -217014.984375 Penalty: 2713.043701
	Iteration 20F: 3 clusters Score -217015 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -217039.875000 Penalty: 2713.043701
	Iteration 21Q: 3 clusters Score -217039.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -217061.671875 Penalty: 2713.043701
	Iteration 22Q: 3 clusters Score -217061.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -217078.359375 Penalty: 2713.043701
	Iteration 23Q: 3 clusters Score -217078.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -217089.734375 Penalty: 2713.043701
	Iteration 24Q: 3 clusters Score -217089.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -217099.281250 Penalty: 2713.043701
	Iteration 25Q: 3 clusters Score -217099.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -217105.515625 Penalty: 2713.043701
	Iteration 26Q: 3 clusters Score -217105.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -217112.578125 Penalty: 2713.043701
	Iteration 27Q: 3 clusters Score -217112.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -217116.953125 Penalty: 2713.043701
	Iteration 28Q: 3 clusters Score -217117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -217121.187500 Penalty: 2713.043701
	Iteration 29Q: 3 clusters Score -217121.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -217127.125000 Penalty: 2713.043701
	Iteration 30Q: 3 clusters Score -217127.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -217135.093750 Penalty: 2713.043701
	Iteration 31Q: 3 clusters Score -217135.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -217144.484375 Penalty: 2713.043701
	Iteration 32Q: 3 clusters Score -217144.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -217151.421875 Penalty: 2713.043701
	Iteration 33Q: 3 clusters Score -217151.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -217156.609375 Penalty: 2713.043701
	Iteration 34Q: 3 clusters Score -217156.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -217160.812500 Penalty: 2713.043701
	Iteration 35Q: 3 clusters Score -217160.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -217164.546875 Penalty: 2713.043701
	Iteration 36Q: 3 clusters Score -217164.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -217166.593750 Penalty: 2713.043701
	Iteration 37Q: 3 clusters Score -217166.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -217169.031250 Penalty: 2713.043701
	Iteration 38Q: 3 clusters Score -217169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -217172.234375 Penalty: 2713.043701
	Iteration 39Q: 3 clusters Score -217172.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -217173.000000 Penalty: 2713.043701
	Iteration 40F: 3 clusters Score -217173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -217173.156250 Penalty: 2713.043701
	Iteration 41Q: 3 clusters Score -217173.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -217173.421875 Penalty: 2713.043701
	Iteration 42Q: 3 clusters Score -217173.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -217173.390625 Penalty: 2713.043701
	Iteration 43Q: 3 clusters Score -217173.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -217173.390625 Penalty: 2713.043701
	Iteration 44F: 3 clusters Score -217173.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (76868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76868 members 
Entering Unmasked Estep 
Score: -4005234.750000 Penalty: 1828.099731
	Iteration 0F: 2 clusters Score -4005235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38320 members 
Mstep: Class 2 contains 38548 members 
Entering Unmasked Estep 
Score: -3953894.250000 Penalty: 3656.199463
	Iteration 0F: 3 clusters Score -3953894 nChanged 36547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -3975077.250000 Penalty: 3656.199463
	Iteration 1F: 3 clusters Score -3975077 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 42963 members 
Entering Unmasked Estep 
Score: -3976078.000000 Penalty: 3656.199463
	Iteration 2Q: 3 clusters Score -3976078 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 45365 members 
Entering Unmasked Estep 
Score: -3977545.000000 Penalty: 3656.199463
	Iteration 3Q: 3 clusters Score -3977545 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 48805 members 
Entering Unmasked Estep 
Score: -3979941.500000 Penalty: 3656.199463
	Iteration 4F: 3 clusters Score -3979942 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 53319 members 
Entering Unmasked Estep 
Score: -3983716.500000 Penalty: 3656.199463
	Iteration 5F: 3 clusters Score -3983716 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 58578 members 
Entering Unmasked Estep 
Score: -3988830.500000 Penalty: 3656.199463
	Iteration 6F: 3 clusters Score -3988830 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 63494 members 
Entering Unmasked Estep 
Score: -3994003.000000 Penalty: 3656.199463
	Iteration 7F: 3 clusters Score -3994003 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 66970 members 
Entering Unmasked Estep 
Score: -3997788.000000 Penalty: 3656.199463
	Iteration 8F: 3 clusters Score -3997788 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 68923 members 
Entering Unmasked Estep 
Score: -3999786.250000 Penalty: 3656.199463
	Iteration 9Q: 3 clusters Score -3999786 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 70176 members 
Entering Unmasked Estep 
Score: -4000816.500000 Penalty: 3656.199463
	Iteration 10Q: 3 clusters Score -4000816 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 71102 members 
Entering Unmasked Estep 
Score: -4001402.250000 Penalty: 3656.199463
	Iteration 11Q: 3 clusters Score -4001402 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 71839 members 
Entering Unmasked Estep 
Score: -4001796.250000 Penalty: 3656.199463
	Iteration 12Q: 3 clusters Score -4001796 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 72462 members 
Entering Unmasked Estep 
Score: -4002103.750000 Penalty: 3656.199463
	Iteration 13Q: 3 clusters Score -4002104 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 73025 members 
Entering Unmasked Estep 
Score: -4002417.250000 Penalty: 3656.199463
	Iteration 14Q: 3 clusters Score -4002417 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 73519 members 
Entering Unmasked Estep 
Score: -4002627.750000 Penalty: 3656.199463
	Iteration 15Q: 3 clusters Score -4002628 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 73925 members 
Entering Unmasked Estep 
Score: -4002838.000000 Penalty: 3656.199463
	Iteration 16Q: 3 clusters Score -4002838 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 74271 members 
Entering Unmasked Estep 
Score: -4002989.250000 Penalty: 3656.199463
	Iteration 17Q: 3 clusters Score -4002989 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 74542 members 
Entering Unmasked Estep 
Score: -4003116.500000 Penalty: 3656.199463
	Iteration 18Q: 3 clusters Score -4003116 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 74792 members 
Entering Unmasked Estep 
Score: -4003230.250000 Penalty: 3656.199463
	Iteration 19Q: 3 clusters Score -4003230 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 75005 members 
Entering Unmasked Estep 
Score: -4003325.750000 Penalty: 3656.199463
	Iteration 20F: 3 clusters Score -4003326 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 75173 members 
Entering Unmasked Estep 
Score: -4003388.250000 Penalty: 3656.199463
	Iteration 21Q: 3 clusters Score -4003388 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 75317 members 
Entering Unmasked Estep 
Score: -4003450.000000 Penalty: 3656.199463
	Iteration 22Q: 3 clusters Score -4003450 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 75454 members 
Entering Unmasked Estep 
Score: -4003515.750000 Penalty: 3656.199463
	Iteration 23Q: 3 clusters Score -4003516 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 75556 members 
Entering Unmasked Estep 
Score: -4003579.500000 Penalty: 3656.199463
	Iteration 24Q: 3 clusters Score -4003580 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 75637 members 
Entering Unmasked Estep 
Score: -4003604.750000 Penalty: 3656.199463
	Iteration 25Q: 3 clusters Score -4003605 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 75703 members 
Entering Unmasked Estep 
Score: -4003635.750000 Penalty: 3656.199463
	Iteration 26Q: 3 clusters Score -4003636 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 75752 members 
Entering Unmasked Estep 
Score: -4003642.250000 Penalty: 3656.199463
	Iteration 27Q: 3 clusters Score -4003642 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 75791 members 
Entering Unmasked Estep 
Score: -4003663.500000 Penalty: 3656.199463
	Iteration 28Q: 3 clusters Score -4003664 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 75819 members 
Entering Unmasked Estep 
Score: -4003675.000000 Penalty: 3656.199463
	Iteration 29Q: 3 clusters Score -4003675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 75837 members 
Entering Unmasked Estep 
Score: -4003683.500000 Penalty: 3656.199463
	Iteration 30Q: 3 clusters Score -4003684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 75852 members 
Entering Unmasked Estep 
Score: -4003688.250000 Penalty: 3656.199463
	Iteration 31Q: 3 clusters Score -4003688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 75864 members 
Entering Unmasked Estep 
Score: -4003690.000000 Penalty: 3656.199463
	Iteration 32Q: 3 clusters Score -4003690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 75878 members 
Entering Unmasked Estep 
Score: -4003687.750000 Penalty: 3656.199463
	Iteration 33Q: 3 clusters Score -4003688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 75897 members 
Entering Unmasked Estep 
Score: -4003698.500000 Penalty: 3656.199463
	Iteration 34Q: 3 clusters Score -4003698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 75922 members 
Entering Unmasked Estep 
Score: -4003709.750000 Penalty: 3656.199463
	Iteration 35Q: 3 clusters Score -4003710 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 75947 members 
Entering Unmasked Estep 
Score: -4003713.750000 Penalty: 3656.199463
	Iteration 36Q: 3 clusters Score -4003714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 75964 members 
Entering Unmasked Estep 
Score: -4003720.750000 Penalty: 3656.199463
	Iteration 37Q: 3 clusters Score -4003721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 75980 members 
Entering Unmasked Estep 
Score: -4003734.250000 Penalty: 3656.199463
	Iteration 38Q: 3 clusters Score -4003734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 75992 members 
Entering Unmasked Estep 
Score: -4003732.750000 Penalty: 3656.199463
	Iteration 39Q: 3 clusters Score -4003733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 76000 members 
Entering Unmasked Estep 
Score: -4003733.000000 Penalty: 3656.199463
	Iteration 40F: 3 clusters Score -4003733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 76009 members 
Entering Unmasked Estep 
Score: -4003734.500000 Penalty: 3656.199463
	Iteration 41Q: 3 clusters Score -4003734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 76016 members 
Entering Unmasked Estep 
Score: -4003737.750000 Penalty: 3656.199463
	Iteration 42Q: 3 clusters Score -4003738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 76019 members 
Entering Unmasked Estep 
Score: -4003741.000000 Penalty: 3656.199463
	Iteration 43Q: 3 clusters Score -4003741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 76023 members 
Entering Unmasked Estep 
Score: -4003742.500000 Penalty: 3656.199463
	Iteration 44Q: 3 clusters Score -4003742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 76029 members 
Entering Unmasked Estep 
Score: -4003745.500000 Penalty: 3656.199463
	Iteration 45Q: 3 clusters Score -4003746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 76034 members 
Entering Unmasked Estep 
Score: -4003746.750000 Penalty: 3656.199463
	Iteration 46Q: 3 clusters Score -4003747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 76037 members 
Entering Unmasked Estep 
Score: -4003747.250000 Penalty: 3656.199463
	Iteration 47Q: 3 clusters Score -4003747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 76042 members 
Entering Unmasked Estep 
Score: -4003747.750000 Penalty: 3656.199463
	Iteration 48Q: 3 clusters Score -4003748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 76044 members 
Entering Unmasked Estep 
Score: -4003745.750000 Penalty: 3656.199463
	Iteration 49Q: 3 clusters Score -4003746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 76048 members 
Entering Unmasked Estep 
Score: -4003748.000000 Penalty: 3656.199463
	Iteration 50Q: 3 clusters Score -4003748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 76049 members 
Entering Unmasked Estep 
Score: -4003746.750000 Penalty: 3656.199463
	Iteration 51Q: 3 clusters Score -4003747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 76050 members 
Entering Unmasked Estep 
Score: -4003744.500000 Penalty: 3656.199463
	Iteration 52Q: 3 clusters Score -4003744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 76052 members 
Entering Unmasked Estep 
Score: -4003743.750000 Penalty: 3656.199463
	Iteration 53Q: 3 clusters Score -4003744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 76057 members 
Entering Unmasked Estep 
Score: -4003742.750000 Penalty: 3656.199463
	Iteration 54Q: 3 clusters Score -4003743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 76064 members 
Entering Unmasked Estep 
Score: -4003750.000000 Penalty: 3656.199463
	Iteration 55Q: 3 clusters Score -4003750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 76068 members 
Entering Unmasked Estep 
Score: -4003745.250000 Penalty: 3656.199463
	Iteration 56Q: 3 clusters Score -4003745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 76072 members 
Entering Unmasked Estep 
Score: -4003747.500000 Penalty: 3656.199463
	Iteration 57Q: 3 clusters Score -4003748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 76076 members 
Entering Unmasked Estep 
Score: -4003752.750000 Penalty: 3656.199463
	Iteration 58Q: 3 clusters Score -4003753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 76080 members 
Entering Unmasked Estep 
Score: -4003755.500000 Penalty: 3656.199463
	Iteration 59Q: 3 clusters Score -4003756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 76081 members 
Entering Unmasked Estep 
Score: -4003756.250000 Penalty: 3656.199463
	Iteration 60F: 3 clusters Score -4003756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 76082 members 
Entering Unmasked Estep 
Score: -4003756.250000 Penalty: 3656.199463
	Iteration 61Q: 3 clusters Score -4003756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 76083 members 
Entering Unmasked Estep 
Score: -4003757.500000 Penalty: 3656.199463
	Iteration 62Q: 3 clusters Score -4003758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 76085 members 
Entering Unmasked Estep 
Score: -4003756.000000 Penalty: 3656.199463
	Iteration 63Q: 3 clusters Score -4003756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 76086 members 
Entering Unmasked Estep 
Score: -4003758.500000 Penalty: 3656.199463
	Iteration 64Q: 3 clusters Score -4003758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 76087 members 
Entering Unmasked Estep 
Score: -4003757.500000 Penalty: 3656.199463
	Iteration 65Q: 3 clusters Score -4003758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 76087 members 
Entering Unmasked Estep 
Score: -4003757.500000 Penalty: 3656.199463
	Iteration 66F: 3 clusters Score -4003758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (23337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Entering Unmasked Estep 
Score: -1243390.750000 Penalty: 1634.391724
	Iteration 0F: 2 clusters Score -1243391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1227630.000000 Penalty: 3268.783447
	Iteration 0F: 3 clusters Score -1227630 nChanged 10553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1233374.125000 Penalty: 3268.783447
	Iteration 1F: 3 clusters Score -1233374 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1233734.250000 Penalty: 3268.783447
	Iteration 2Q: 3 clusters Score -1233734 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1234068.500000 Penalty: 3268.783447
	Iteration 3Q: 3 clusters Score -1234068 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1234457.750000 Penalty: 3268.783447
	Iteration 4Q: 3 clusters Score -1234458 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1234995.250000 Penalty: 3268.783447
	Iteration 5Q: 3 clusters Score -1234995 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1235751.125000 Penalty: 3268.783447
	Iteration 6F: 3 clusters Score -1235751 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -1236905.500000 Penalty: 3268.783447
	Iteration 7F: 3 clusters Score -1236906 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -1238252.000000 Penalty: 3268.783447
	Iteration 8F: 3 clusters Score -1238252 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -1239405.625000 Penalty: 3268.783447
	Iteration 9F: 3 clusters Score -1239406 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -1240108.000000 Penalty: 3268.783447
	Iteration 10Q: 3 clusters Score -1240108 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -1240531.625000 Penalty: 3268.783447
	Iteration 11Q: 3 clusters Score -1240532 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -1240782.000000 Penalty: 3268.783447
	Iteration 12Q: 3 clusters Score -1240782 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -1241013.375000 Penalty: 3268.783447
	Iteration 13Q: 3 clusters Score -1241013 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -1241213.625000 Penalty: 3268.783447
	Iteration 14Q: 3 clusters Score -1241214 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -1241360.125000 Penalty: 3268.783447
	Iteration 15Q: 3 clusters Score -1241360 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -1241460.500000 Penalty: 3268.783447
	Iteration 16Q: 3 clusters Score -1241460 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -1241550.875000 Penalty: 3268.783447
	Iteration 17Q: 3 clusters Score -1241551 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -1241619.750000 Penalty: 3268.783447
	Iteration 18Q: 3 clusters Score -1241620 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -1241667.750000 Penalty: 3268.783447
	Iteration 19Q: 3 clusters Score -1241668 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -1241712.375000 Penalty: 3268.783447
	Iteration 20F: 3 clusters Score -1241712 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -1241751.250000 Penalty: 3268.783447
	Iteration 21Q: 3 clusters Score -1241751 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -1241789.625000 Penalty: 3268.783447
	Iteration 22Q: 3 clusters Score -1241790 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -1241828.250000 Penalty: 3268.783447
	Iteration 23Q: 3 clusters Score -1241828 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -1241855.625000 Penalty: 3268.783447
	Iteration 24Q: 3 clusters Score -1241856 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -1241880.625000 Penalty: 3268.783447
	Iteration 25Q: 3 clusters Score -1241881 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -1241895.750000 Penalty: 3268.783447
	Iteration 26Q: 3 clusters Score -1241896 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -1241909.875000 Penalty: 3268.783447
	Iteration 27Q: 3 clusters Score -1241910 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -1241929.250000 Penalty: 3268.783447
	Iteration 28Q: 3 clusters Score -1241929 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -1241936.125000 Penalty: 3268.783447
	Iteration 29Q: 3 clusters Score -1241936 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -1241947.750000 Penalty: 3268.783447
	Iteration 30Q: 3 clusters Score -1241948 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -1241959.500000 Penalty: 3268.783447
	Iteration 31Q: 3 clusters Score -1241960 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -1241969.125000 Penalty: 3268.783447
	Iteration 32Q: 3 clusters Score -1241969 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -1241989.125000 Penalty: 3268.783447
	Iteration 33Q: 3 clusters Score -1241989 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -1241997.375000 Penalty: 3268.783447
	Iteration 34Q: 3 clusters Score -1241997 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -1242004.125000 Penalty: 3268.783447
	Iteration 35Q: 3 clusters Score -1242004 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -1242010.625000 Penalty: 3268.783447
	Iteration 36Q: 3 clusters Score -1242011 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -1242014.375000 Penalty: 3268.783447
	Iteration 37Q: 3 clusters Score -1242014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -1242022.875000 Penalty: 3268.783447
	Iteration 38Q: 3 clusters Score -1242023 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -1242032.500000 Penalty: 3268.783447
	Iteration 39Q: 3 clusters Score -1242032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -1242037.500000 Penalty: 3268.783447
	Iteration 40F: 3 clusters Score -1242038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -1242039.375000 Penalty: 3268.783447
	Iteration 41Q: 3 clusters Score -1242039 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -1242047.625000 Penalty: 3268.783447
	Iteration 42Q: 3 clusters Score -1242048 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -1242052.500000 Penalty: 3268.783447
	Iteration 43Q: 3 clusters Score -1242052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -1242058.375000 Penalty: 3268.783447
	Iteration 44Q: 3 clusters Score -1242058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -1242071.250000 Penalty: 3268.783447
	Iteration 45Q: 3 clusters Score -1242071 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -1242081.000000 Penalty: 3268.783447
	Iteration 46Q: 3 clusters Score -1242081 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -1242094.500000 Penalty: 3268.783447
	Iteration 47Q: 3 clusters Score -1242094 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -1242114.250000 Penalty: 3268.783447
	Iteration 48Q: 3 clusters Score -1242114 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -1242124.500000 Penalty: 3268.783447
	Iteration 49Q: 3 clusters Score -1242124 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -1242136.000000 Penalty: 3268.783447
	Iteration 50Q: 3 clusters Score -1242136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -1242143.875000 Penalty: 3268.783447
	Iteration 51Q: 3 clusters Score -1242144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -1242147.750000 Penalty: 3268.783447
	Iteration 52Q: 3 clusters Score -1242148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -1242151.000000 Penalty: 3268.783447
	Iteration 53Q: 3 clusters Score -1242151 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -1242159.500000 Penalty: 3268.783447
	Iteration 54Q: 3 clusters Score -1242160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -1242163.000000 Penalty: 3268.783447
	Iteration 55Q: 3 clusters Score -1242163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -1242166.375000 Penalty: 3268.783447
	Iteration 56Q: 3 clusters Score -1242166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -1242167.250000 Penalty: 3268.783447
	Iteration 57Q: 3 clusters Score -1242167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -1242168.375000 Penalty: 3268.783447
	Iteration 58Q: 3 clusters Score -1242168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -1242169.500000 Penalty: 3268.783447
	Iteration 59Q: 3 clusters Score -1242170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -1242169.500000 Penalty: 3268.783447
	Iteration 60F: 3 clusters Score -1242170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -1242171.625000 Penalty: 3268.783447
	Iteration 61Q: 3 clusters Score -1242172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -1242169.625000 Penalty: 3268.783447
	Iteration 62Q: 3 clusters Score -1242170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -1242170.750000 Penalty: 3268.783447
	Iteration 63Q: 3 clusters Score -1242171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -1242170.875000 Penalty: 3268.783447
	Iteration 64Q: 3 clusters Score -1242171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -1242170.375000 Penalty: 3268.783447
	Iteration 65Q: 3 clusters Score -1242170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -1242172.000000 Penalty: 3268.783447
	Iteration 66Q: 3 clusters Score -1242172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -1242173.375000 Penalty: 3268.783447
	Iteration 67Q: 3 clusters Score -1242173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -1242173.125000 Penalty: 3268.783447
	Iteration 68Q: 3 clusters Score -1242173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -1242175.250000 Penalty: 3268.783447
	Iteration 69Q: 3 clusters Score -1242175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -1242175.625000 Penalty: 3268.783447
	Iteration 70Q: 3 clusters Score -1242176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -1242173.750000 Penalty: 3268.783447
	Iteration 71Q: 3 clusters Score -1242174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -1242173.375000 Penalty: 3268.783447
	Iteration 72Q: 3 clusters Score -1242173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -1242171.125000 Penalty: 3268.783447
	Iteration 73Q: 3 clusters Score -1242171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -1242174.125000 Penalty: 3268.783447
	Iteration 74Q: 3 clusters Score -1242174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -1242176.250000 Penalty: 3268.783447
	Iteration 75Q: 3 clusters Score -1242176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -1242175.500000 Penalty: 3268.783447
	Iteration 76Q: 3 clusters Score -1242176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -1242179.000000 Penalty: 3268.783447
	Iteration 77Q: 3 clusters Score -1242179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -1242177.875000 Penalty: 3268.783447
	Iteration 78Q: 3 clusters Score -1242178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -1242178.875000 Penalty: 3268.783447
	Iteration 79Q: 3 clusters Score -1242179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -1242182.625000 Penalty: 3268.783447
	Iteration 80F: 3 clusters Score -1242183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -1242180.750000 Penalty: 3268.783447
	Iteration 81Q: 3 clusters Score -1242181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -1242182.750000 Penalty: 3268.783447
	Iteration 82Q: 3 clusters Score -1242183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -1242182.750000 Penalty: 3268.783447
	Iteration 83F: 3 clusters Score -1242183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Entering Unmasked Estep 
Score: -104572.531250 Penalty: 1232.360474
	Iteration 0F: 2 clusters Score -104572.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -102517.578125 Penalty: 2464.720947
	Iteration 0F: 3 clusters Score -102517.6 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -102908.960938 Penalty: 2464.720947
	Iteration 1F: 3 clusters Score -102909 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -103014.437500 Penalty: 2464.720947
	Iteration 2F: 3 clusters Score -103014.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -103078.734375 Penalty: 2464.720947
	Iteration 3F: 3 clusters Score -103078.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -103104.601562 Penalty: 2464.720947
	Iteration 4Q: 3 clusters Score -103104.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -103126.500000 Penalty: 2464.720947
	Iteration 5Q: 3 clusters Score -103126.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -103143.281250 Penalty: 2464.720947
	Iteration 6Q: 3 clusters Score -103143.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -103151.789062 Penalty: 2464.720947
	Iteration 7Q: 3 clusters Score -103151.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -103160.625000 Penalty: 2464.720947
	Iteration 8Q: 3 clusters Score -103160.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -103169.875000 Penalty: 2464.720947
	Iteration 9Q: 3 clusters Score -103169.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -103179.500000 Penalty: 2464.720947
	Iteration 10Q: 3 clusters Score -103179.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -103185.656250 Penalty: 2464.720947
	Iteration 11Q: 3 clusters Score -103185.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -103191.937500 Penalty: 2464.720947
	Iteration 12Q: 3 clusters Score -103191.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -103196.437500 Penalty: 2464.720947
	Iteration 13Q: 3 clusters Score -103196.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -103199.476562 Penalty: 2464.720947
	Iteration 14Q: 3 clusters Score -103199.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -103201.398438 Penalty: 2464.720947
	Iteration 15Q: 3 clusters Score -103201.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -103203.906250 Penalty: 2464.720947
	Iteration 16Q: 3 clusters Score -103203.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -103205.289062 Penalty: 2464.720947
	Iteration 17Q: 3 clusters Score -103205.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -103205.773438 Penalty: 2464.720947
	Iteration 18Q: 3 clusters Score -103205.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -103206.812500 Penalty: 2464.720947
	Iteration 19Q: 3 clusters Score -103206.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -103207.929688 Penalty: 2464.720947
	Iteration 20F: 3 clusters Score -103207.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -103209.359375 Penalty: 2464.720947
	Iteration 21Q: 3 clusters Score -103209.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -103210.929688 Penalty: 2464.720947
	Iteration 22Q: 3 clusters Score -103210.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -103212.210938 Penalty: 2464.720947
	Iteration 23Q: 3 clusters Score -103212.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -103213.304688 Penalty: 2464.720947
	Iteration 24Q: 3 clusters Score -103213.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -103214.664062 Penalty: 2464.720947
	Iteration 25Q: 3 clusters Score -103214.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -103214.843750 Penalty: 2464.720947
	Iteration 26Q: 3 clusters Score -103214.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -103215.218750 Penalty: 2464.720947
	Iteration 27Q: 3 clusters Score -103215.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -103215.218750 Penalty: 2464.720947
	Iteration 28F: 3 clusters Score -103215.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Entering Unmasked Estep 
Score: -764636.187500 Penalty: 1556.013672
	Iteration 0F: 2 clusters Score -764636.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -754594.562500 Penalty: 3112.027344
	Iteration 0F: 3 clusters Score -754594.6 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -758202.062500 Penalty: 3112.027344
	Iteration 1F: 3 clusters Score -758202.1 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -758573.437500 Penalty: 3112.027344
	Iteration 2F: 3 clusters Score -758573.4 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -758978.062500 Penalty: 3112.027344
	Iteration 3F: 3 clusters Score -758978.1 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -759498.562500 Penalty: 3112.027344
	Iteration 4F: 3 clusters Score -759498.6 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -760135.875000 Penalty: 3112.027344
	Iteration 5F: 3 clusters Score -760135.9 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -760799.312500 Penalty: 3112.027344
	Iteration 6F: 3 clusters Score -760799.3 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -761521.000000 Penalty: 3112.027344
	Iteration 7F: 3 clusters Score -761521 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -762111.312500 Penalty: 3112.027344
	Iteration 8Q: 3 clusters Score -762111.3 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -762500.312500 Penalty: 3112.027344
	Iteration 9Q: 3 clusters Score -762500.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -762754.500000 Penalty: 3112.027344
	Iteration 10Q: 3 clusters Score -762754.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -762935.125000 Penalty: 3112.027344
	Iteration 11Q: 3 clusters Score -762935.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -763039.875000 Penalty: 3112.027344
	Iteration 12Q: 3 clusters Score -763039.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -763126.562500 Penalty: 3112.027344
	Iteration 13Q: 3 clusters Score -763126.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -763177.062500 Penalty: 3112.027344
	Iteration 14Q: 3 clusters Score -763177.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -763209.125000 Penalty: 3112.027344
	Iteration 15Q: 3 clusters Score -763209.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -763223.125000 Penalty: 3112.027344
	Iteration 16Q: 3 clusters Score -763223.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -763240.437500 Penalty: 3112.027344
	Iteration 17Q: 3 clusters Score -763240.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -763253.125000 Penalty: 3112.027344
	Iteration 18Q: 3 clusters Score -763253.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -763267.250000 Penalty: 3112.027344
	Iteration 19Q: 3 clusters Score -763267.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -763277.125000 Penalty: 3112.027344
	Iteration 20F: 3 clusters Score -763277.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -763287.000000 Penalty: 3112.027344
	Iteration 21Q: 3 clusters Score -763287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -763294.750000 Penalty: 3112.027344
	Iteration 22Q: 3 clusters Score -763294.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -763298.187500 Penalty: 3112.027344
	Iteration 23Q: 3 clusters Score -763298.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -763302.437500 Penalty: 3112.027344
	Iteration 24Q: 3 clusters Score -763302.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -763304.187500 Penalty: 3112.027344
	Iteration 25Q: 3 clusters Score -763304.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -763305.687500 Penalty: 3112.027344
	Iteration 26Q: 3 clusters Score -763305.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -763307.062500 Penalty: 3112.027344
	Iteration 27Q: 3 clusters Score -763307.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -763306.312500 Penalty: 3112.027344
	Iteration 28Q: 3 clusters Score -763306.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -763306.875000 Penalty: 3112.027344
	Iteration 29Q: 3 clusters Score -763306.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -763309.312500 Penalty: 3112.027344
	Iteration 30Q: 3 clusters Score -763309.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -763309.250000 Penalty: 3112.027344
	Iteration 31Q: 3 clusters Score -763309.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -763309.250000 Penalty: 3112.027344
	Iteration 32F: 3 clusters Score -763309.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Entering Unmasked Estep 
Score: -72425.843750 Penalty: 1194.354492
	Iteration 0F: 2 clusters Score -72425.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -70608.554688 Penalty: 2388.708984
	Iteration 0F: 3 clusters Score -70608.55 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -70985.773438 Penalty: 2388.708984
	Iteration 1F: 3 clusters Score -70985.77 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -71064.570312 Penalty: 2388.708984
	Iteration 2F: 3 clusters Score -71064.57 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -71103.296875 Penalty: 2388.708984
	Iteration 3Q: 3 clusters Score -71103.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -71124.835938 Penalty: 2388.708984
	Iteration 4Q: 3 clusters Score -71124.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -71140.023438 Penalty: 2388.708984
	Iteration 5Q: 3 clusters Score -71140.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -71150.304688 Penalty: 2388.708984
	Iteration 6Q: 3 clusters Score -71150.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -71155.429688 Penalty: 2388.708984
	Iteration 7Q: 3 clusters Score -71155.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -71162.976562 Penalty: 2388.708984
	Iteration 8Q: 3 clusters Score -71162.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -71170.375000 Penalty: 2388.708984
	Iteration 9Q: 3 clusters Score -71170.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -71174.085938 Penalty: 2388.708984
	Iteration 10Q: 3 clusters Score -71174.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -71176.578125 Penalty: 2388.708984
	Iteration 11Q: 3 clusters Score -71176.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -71177.921875 Penalty: 2388.708984
	Iteration 12Q: 3 clusters Score -71177.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -71178.960938 Penalty: 2388.708984
	Iteration 13Q: 3 clusters Score -71178.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -71179.632812 Penalty: 2388.708984
	Iteration 14Q: 3 clusters Score -71179.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -71180.140625 Penalty: 2388.708984
	Iteration 15Q: 3 clusters Score -71180.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -71180.140625 Penalty: 2388.708984
	Iteration 16F: 3 clusters Score -71180.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48501 members 
Entering Unmasked Estep 
Score: -2500980.500000 Penalty: 1753.267700
	Iteration 0F: 2 clusters Score -2500980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -2468570.500000 Penalty: 3506.535400
	Iteration 0F: 3 clusters Score -2468570 nChanged 22890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -2482265.250000 Penalty: 3506.535400
	Iteration 1F: 3 clusters Score -2482265 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -2483705.250000 Penalty: 3506.535400
	Iteration 2F: 3 clusters Score -2483705 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -2485507.500000 Penalty: 3506.535400
	Iteration 3F: 3 clusters Score -2485508 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -2487090.750000 Penalty: 3506.535400
	Iteration 4F: 3 clusters Score -2487091 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -2488485.500000 Penalty: 3506.535400
	Iteration 5F: 3 clusters Score -2488486 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -2489685.500000 Penalty: 3506.535400
	Iteration 6F: 3 clusters Score -2489686 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -2490692.500000 Penalty: 3506.535400
	Iteration 7Q: 3 clusters Score -2490692 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -2491570.750000 Penalty: 3506.535400
	Iteration 8Q: 3 clusters Score -2491571 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -2492239.250000 Penalty: 3506.535400
	Iteration 9Q: 3 clusters Score -2492239 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -2492744.250000 Penalty: 3506.535400
	Iteration 10Q: 3 clusters Score -2492744 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2493157.750000 Penalty: 3506.535400
	Iteration 11Q: 3 clusters Score -2493158 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -2493523.750000 Penalty: 3506.535400
	Iteration 12Q: 3 clusters Score -2493524 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -2493838.000000 Penalty: 3506.535400
	Iteration 13Q: 3 clusters Score -2493838 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2494114.750000 Penalty: 3506.535400
	Iteration 14Q: 3 clusters Score -2494115 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -2494413.250000 Penalty: 3506.535400
	Iteration 15Q: 3 clusters Score -2494413 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -2494703.250000 Penalty: 3506.535400
	Iteration 16Q: 3 clusters Score -2494703 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2495052.500000 Penalty: 3506.535400
	Iteration 17Q: 3 clusters Score -2495052 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -2495322.000000 Penalty: 3506.535400
	Iteration 18Q: 3 clusters Score -2495322 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -2495610.000000 Penalty: 3506.535400
	Iteration 19Q: 3 clusters Score -2495610 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2495862.500000 Penalty: 3506.535400
	Iteration 20F: 3 clusters Score -2495862 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37592 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -2496149.250000 Penalty: 3506.535400
	Iteration 21Q: 3 clusters Score -2496149 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2496402.250000 Penalty: 3506.535400
	Iteration 22Q: 3 clusters Score -2496402 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2496725.500000 Penalty: 3506.535400
	Iteration 23Q: 3 clusters Score -2496726 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2497077.750000 Penalty: 3506.535400
	Iteration 24Q: 3 clusters Score -2497078 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2497445.000000 Penalty: 3506.535400
	Iteration 25Q: 3 clusters Score -2497445 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -2497864.250000 Penalty: 3506.535400
	Iteration 26Q: 3 clusters Score -2497864 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -2498339.250000 Penalty: 3506.535400
	Iteration 27Q: 3 clusters Score -2498339 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -2498880.750000 Penalty: 3506.535400
	Iteration 28Q: 3 clusters Score -2498881 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44716 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2499360.250000 Penalty: 3506.535400
	Iteration 29Q: 3 clusters Score -2499360 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -2499817.000000 Penalty: 3506.535400
	Iteration 30Q: 3 clusters Score -2499817 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2500264.500000 Penalty: 3506.535400
	Iteration 31Q: 3 clusters Score -2500264 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2500767.500000 Penalty: 3506.535400
	Iteration 32Q: 3 clusters Score -2500768 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2501208.750000 Penalty: 3506.535400
	Iteration 33Q: 3 clusters Score -2501209 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2501443.500000 Penalty: 3506.535400
	Iteration 34Q: 3 clusters Score -2501444 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2501524.500000 Penalty: 3506.535400
	Iteration 35Q: 3 clusters Score -2501524 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2501540.750000 Penalty: 3506.535400
	Iteration 36Q: 3 clusters Score -2501541 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2501561.250000 Penalty: 3506.535400
	Iteration 37Q: 3 clusters Score -2501561 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2501562.750000 Penalty: 3506.535400
	Iteration 38Q: 3 clusters Score -2501563 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46423 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2501570.750000 Penalty: 3506.535400
	Iteration 39Q: 3 clusters Score -2501571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2501606.000000 Penalty: 3506.535400
	Iteration 40F: 3 clusters Score -2501606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46400 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2501628.250000 Penalty: 3506.535400
	Iteration 41Q: 3 clusters Score -2501628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2501627.750000 Penalty: 3506.535400
	Iteration 42Q: 3 clusters Score -2501628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46389 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2501625.250000 Penalty: 3506.535400
	Iteration 43Q: 3 clusters Score -2501625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46379 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2501627.000000 Penalty: 3506.535400
	Iteration 44Q: 3 clusters Score -2501627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2501634.000000 Penalty: 3506.535400
	Iteration 45Q: 3 clusters Score -2501634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2501639.250000 Penalty: 3506.535400
	Iteration 46Q: 3 clusters Score -2501639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2501641.250000 Penalty: 3506.535400
	Iteration 47Q: 3 clusters Score -2501641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46340 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2501651.250000 Penalty: 3506.535400
	Iteration 48Q: 3 clusters Score -2501651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2501649.250000 Penalty: 3506.535400
	Iteration 49Q: 3 clusters Score -2501649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46325 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2501646.750000 Penalty: 3506.535400
	Iteration 50Q: 3 clusters Score -2501647 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2501654.500000 Penalty: 3506.535400
	Iteration 51Q: 3 clusters Score -2501654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2501660.500000 Penalty: 3506.535400
	Iteration 52Q: 3 clusters Score -2501660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46298 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2501660.000000 Penalty: 3506.535400
	Iteration 53Q: 3 clusters Score -2501660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46293 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2501657.000000 Penalty: 3506.535400
	Iteration 54Q: 3 clusters Score -2501657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46290 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2501657.750000 Penalty: 3506.535400
	Iteration 55Q: 3 clusters Score -2501658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2501663.500000 Penalty: 3506.535400
	Iteration 56Q: 3 clusters Score -2501664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46271 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2501665.750000 Penalty: 3506.535400
	Iteration 57Q: 3 clusters Score -2501666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2501665.000000 Penalty: 3506.535400
	Iteration 58Q: 3 clusters Score -2501665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2501667.000000 Penalty: 3506.535400
	Iteration 59Q: 3 clusters Score -2501667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2501671.750000 Penalty: 3506.535400
	Iteration 60F: 3 clusters Score -2501672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46246 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2501672.750000 Penalty: 3506.535400
	Iteration 61Q: 3 clusters Score -2501673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46236 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2501681.750000 Penalty: 3506.535400
	Iteration 62Q: 3 clusters Score -2501682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46226 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2501687.000000 Penalty: 3506.535400
	Iteration 63Q: 3 clusters Score -2501687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2501685.750000 Penalty: 3506.535400
	Iteration 64Q: 3 clusters Score -2501686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46203 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2501691.500000 Penalty: 3506.535400
	Iteration 65Q: 3 clusters Score -2501692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2501691.750000 Penalty: 3506.535400
	Iteration 66Q: 3 clusters Score -2501692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2501693.250000 Penalty: 3506.535400
	Iteration 67Q: 3 clusters Score -2501693 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2501712.750000 Penalty: 3506.535400
	Iteration 68Q: 3 clusters Score -2501713 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46137 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2501728.250000 Penalty: 3506.535400
	Iteration 69Q: 3 clusters Score -2501728 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2501746.250000 Penalty: 3506.535400
	Iteration 70Q: 3 clusters Score -2501746 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2501754.500000 Penalty: 3506.535400
	Iteration 71Q: 3 clusters Score -2501754 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46055 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2501758.500000 Penalty: 3506.535400
	Iteration 72Q: 3 clusters Score -2501758 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2501780.500000 Penalty: 3506.535400
	Iteration 73Q: 3 clusters Score -2501780 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2501812.000000 Penalty: 3506.535400
	Iteration 74Q: 3 clusters Score -2501812 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45909 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2501835.000000 Penalty: 3506.535400
	Iteration 75Q: 3 clusters Score -2501835 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2501852.250000 Penalty: 3506.535400
	Iteration 76Q: 3 clusters Score -2501852 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2501861.500000 Penalty: 3506.535400
	Iteration 77Q: 3 clusters Score -2501862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45812 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2501865.500000 Penalty: 3506.535400
	Iteration 78Q: 3 clusters Score -2501866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45792 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2501872.750000 Penalty: 3506.535400
	Iteration 79Q: 3 clusters Score -2501873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2501922.750000 Penalty: 3506.535400
	Iteration 80F: 3 clusters Score -2501923 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45737 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2501978.250000 Penalty: 3506.535400
	Iteration 81Q: 3 clusters Score -2501978 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2502026.500000 Penalty: 3506.535400
	Iteration 82Q: 3 clusters Score -2502026 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2502079.750000 Penalty: 3506.535400
	Iteration 83Q: 3 clusters Score -2502080 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2502109.750000 Penalty: 3506.535400
	Iteration 84Q: 3 clusters Score -2502110 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2502133.500000 Penalty: 3506.535400
	Iteration 85Q: 3 clusters Score -2502134 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2502140.750000 Penalty: 3506.535400
	Iteration 86Q: 3 clusters Score -2502141 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45441 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2502150.250000 Penalty: 3506.535400
	Iteration 87Q: 3 clusters Score -2502150 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45405 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -2502159.500000 Penalty: 3506.535400
	Iteration 88Q: 3 clusters Score -2502160 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2502166.250000 Penalty: 3506.535400
	Iteration 89Q: 3 clusters Score -2502166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2502170.000000 Penalty: 3506.535400
	Iteration 90Q: 3 clusters Score -2502170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45363 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2502168.000000 Penalty: 3506.535400
	Iteration 91Q: 3 clusters Score -2502168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45354 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2502172.250000 Penalty: 3506.535400
	Iteration 92Q: 3 clusters Score -2502172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2502169.250000 Penalty: 3506.535400
	Iteration 93Q: 3 clusters Score -2502169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2502171.500000 Penalty: 3506.535400
	Iteration 94Q: 3 clusters Score -2502172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45339 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2502174.250000 Penalty: 3506.535400
	Iteration 95Q: 3 clusters Score -2502174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2502178.250000 Penalty: 3506.535400
	Iteration 96Q: 3 clusters Score -2502178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2502175.250000 Penalty: 3506.535400
	Iteration 97Q: 3 clusters Score -2502175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45334 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2502171.000000 Penalty: 3506.535400
	Iteration 98Q: 3 clusters Score -2502171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2502171.250000 Penalty: 3506.535400
	Iteration 99Q: 3 clusters Score -2502171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45334 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2502183.250000 Penalty: 3506.535400
	Iteration 100F: 3 clusters Score -2502183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2502186.250000 Penalty: 3506.535400
	Iteration 101Q: 3 clusters Score -2502186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2502195.000000 Penalty: 3506.535400
	Iteration 102Q: 3 clusters Score -2502195 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2502203.000000 Penalty: 3506.535400
	Iteration 103Q: 3 clusters Score -2502203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2502203.250000 Penalty: 3506.535400
	Iteration 104Q: 3 clusters Score -2502203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -2502206.500000 Penalty: 3506.535400
	Iteration 105Q: 3 clusters Score -2502206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2502211.250000 Penalty: 3506.535400
	Iteration 106Q: 3 clusters Score -2502211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2502212.000000 Penalty: 3506.535400
	Iteration 107Q: 3 clusters Score -2502212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2502215.250000 Penalty: 3506.535400
	Iteration 108Q: 3 clusters Score -2502215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2502215.250000 Penalty: 3506.535400
	Iteration 109F: 3 clusters Score -2502215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 11138 members 
Mstep: Class 3 contains 30741 members 
Mstep: Class 4 contains 126140 members 
Mstep: Class 5 contains 87849 members 
Mstep: Class 6 contains 4221 members 
Mstep: Class 7 contains 76868 members 
Mstep: Class 8 contains 23337 members 
Mstep: Class 9 contains 1966 members 
Mstep: Class 10 contains 14407 members 
Mstep: Class 11 contains 3244 members 
Mstep: Class 14 contains 1556 members 
Mstep: Class 15 contains 45257 members 
Mstep: Class 17 contains 2712 members 
Mstep: Class 19 contains 4000 members 
Mstep: Class 20 contains 27042 members 
Entering Unmasked Estep 
Score: -23130926.000000 Penalty: 33916.507812
Splitting cluster 15 changes total score from -23129828.000000 to -23130926.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 17 (2712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Entering Unmasked Estep 
Score: -136042.406250 Penalty: 1284.634277
	Iteration 0F: 2 clusters Score -136042.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -133483.109375 Penalty: 2569.268555
	Iteration 0F: 3 clusters Score -133483.1 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -134048.453125 Penalty: 2569.268555
	Iteration 1F: 3 clusters Score -134048.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -134182.000000 Penalty: 2569.268555
	Iteration 2F: 3 clusters Score -134182 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -134270.484375 Penalty: 2569.268555
	Iteration 3Q: 3 clusters Score -134270.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -134331.828125 Penalty: 2569.268555
	Iteration 4Q: 3 clusters Score -134331.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -134379.578125 Penalty: 2569.268555
	Iteration 5Q: 3 clusters Score -134379.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -134423.593750 Penalty: 2569.268555
	Iteration 6Q: 3 clusters Score -134423.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -134475.187500 Penalty: 2569.268555
	Iteration 7Q: 3 clusters Score -134475.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -134526.125000 Penalty: 2569.268555
	Iteration 8Q: 3 clusters Score -134526.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -134591.296875 Penalty: 2569.268555
	Iteration 9Q: 3 clusters Score -134591.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -134655.218750 Penalty: 2569.268555
	Iteration 10Q: 3 clusters Score -134655.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -134705.312500 Penalty: 2569.268555
	Iteration 11Q: 3 clusters Score -134705.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -134755.609375 Penalty: 2569.268555
	Iteration 12Q: 3 clusters Score -134755.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -134793.671875 Penalty: 2569.268555
	Iteration 13Q: 3 clusters Score -134793.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -134822.140625 Penalty: 2569.268555
	Iteration 14Q: 3 clusters Score -134822.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -134849.078125 Penalty: 2569.268555
	Iteration 15Q: 3 clusters Score -134849.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -134869.390625 Penalty: 2569.268555
	Iteration 16Q: 3 clusters Score -134869.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -134890.734375 Penalty: 2569.268555
	Iteration 17Q: 3 clusters Score -134890.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -134909.468750 Penalty: 2569.268555
	Iteration 18Q: 3 clusters Score -134909.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -134928.312500 Penalty: 2569.268555
	Iteration 19Q: 3 clusters Score -134928.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -134941.718750 Penalty: 2569.268555
	Iteration 20F: 3 clusters Score -134941.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -134950.265625 Penalty: 2569.268555
	Iteration 21Q: 3 clusters Score -134950.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -134958.140625 Penalty: 2569.268555
	Iteration 22Q: 3 clusters Score -134958.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -134967.718750 Penalty: 2569.268555
	Iteration 23Q: 3 clusters Score -134967.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -134972.125000 Penalty: 2569.268555
	Iteration 24Q: 3 clusters Score -134972.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -134975.140625 Penalty: 2569.268555
	Iteration 25Q: 3 clusters Score -134975.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -134979.328125 Penalty: 2569.268555
	Iteration 26Q: 3 clusters Score -134979.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -134981.562500 Penalty: 2569.268555
	Iteration 27Q: 3 clusters Score -134981.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -134983.937500 Penalty: 2569.268555
	Iteration 28Q: 3 clusters Score -134983.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -134987.500000 Penalty: 2569.268555
	Iteration 29Q: 3 clusters Score -134987.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -134991.921875 Penalty: 2569.268555
	Iteration 30Q: 3 clusters Score -134991.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -134992.984375 Penalty: 2569.268555
	Iteration 31Q: 3 clusters Score -134993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -134992.984375 Penalty: 2569.268555
	Iteration 32F: 3 clusters Score -134993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Entering Unmasked Estep 
Score: -204869.312500 Penalty: 1347.782959
	Iteration 0F: 2 clusters Score -204869.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -201527.062500 Penalty: 2695.565918
	Iteration 0F: 3 clusters Score -201527.1 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -202420.125000 Penalty: 2695.565918
	Iteration 1F: 3 clusters Score -202420.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -202560.093750 Penalty: 2695.565918
	Iteration 2F: 3 clusters Score -202560.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -202655.343750 Penalty: 2695.565918
	Iteration 3Q: 3 clusters Score -202655.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -202738.281250 Penalty: 2695.565918
	Iteration 4Q: 3 clusters Score -202738.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -202811.265625 Penalty: 2695.565918
	Iteration 5Q: 3 clusters Score -202811.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -202873.500000 Penalty: 2695.565918
	Iteration 6Q: 3 clusters Score -202873.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -202934.203125 Penalty: 2695.565918
	Iteration 7Q: 3 clusters Score -202934.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -203007.609375 Penalty: 2695.565918
	Iteration 8Q: 3 clusters Score -203007.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -203085.218750 Penalty: 2695.565918
	Iteration 9Q: 3 clusters Score -203085.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -203154.687500 Penalty: 2695.565918
	Iteration 10Q: 3 clusters Score -203154.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -203233.156250 Penalty: 2695.565918
	Iteration 11Q: 3 clusters Score -203233.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -203319.843750 Penalty: 2695.565918
	Iteration 12Q: 3 clusters Score -203319.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -203396.796875 Penalty: 2695.565918
	Iteration 13Q: 3 clusters Score -203396.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -203471.250000 Penalty: 2695.565918
	Iteration 14Q: 3 clusters Score -203471.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -203542.015625 Penalty: 2695.565918
	Iteration 15Q: 3 clusters Score -203542 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -203604.171875 Penalty: 2695.565918
	Iteration 16Q: 3 clusters Score -203604.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -203650.656250 Penalty: 2695.565918
	Iteration 17Q: 3 clusters Score -203650.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -203680.234375 Penalty: 2695.565918
	Iteration 18Q: 3 clusters Score -203680.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -203708.359375 Penalty: 2695.565918
	Iteration 19Q: 3 clusters Score -203708.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -203737.093750 Penalty: 2695.565918
	Iteration 20F: 3 clusters Score -203737.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -203754.093750 Penalty: 2695.565918
	Iteration 21Q: 3 clusters Score -203754.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -203763.625000 Penalty: 2695.565918
	Iteration 22Q: 3 clusters Score -203763.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -203771.500000 Penalty: 2695.565918
	Iteration 23Q: 3 clusters Score -203771.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -203776.156250 Penalty: 2695.565918
	Iteration 24Q: 3 clusters Score -203776.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -203779.640625 Penalty: 2695.565918
	Iteration 25Q: 3 clusters Score -203779.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -203781.843750 Penalty: 2695.565918
	Iteration 26Q: 3 clusters Score -203781.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -203783.468750 Penalty: 2695.565918
	Iteration 27Q: 3 clusters Score -203783.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -203785.531250 Penalty: 2695.565918
	Iteration 28Q: 3 clusters Score -203785.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -203785.546875 Penalty: 2695.565918
	Iteration 29Q: 3 clusters Score -203785.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -203786.343750 Penalty: 2695.565918
	Iteration 30Q: 3 clusters Score -203786.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -203786.937500 Penalty: 2695.565918
	Iteration 31Q: 3 clusters Score -203786.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -203789.187500 Penalty: 2695.565918
	Iteration 32Q: 3 clusters Score -203789.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -203789.734375 Penalty: 2695.565918
	Iteration 33Q: 3 clusters Score -203789.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -203789.734375 Penalty: 2695.565918
	Iteration 34F: 3 clusters Score -203789.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (27042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Entering Unmasked Estep 
Score: -1435008.125000 Penalty: 1658.336304
	Iteration 0F: 2 clusters Score -1435008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1416819.625000 Penalty: 3316.672607
	Iteration 0F: 3 clusters Score -1416820 nChanged 12303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1423810.750000 Penalty: 3316.672607
	Iteration 1F: 3 clusters Score -1423811 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -1424240.250000 Penalty: 3316.672607
	Iteration 2Q: 3 clusters Score -1424240 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1424700.250000 Penalty: 3316.672607
	Iteration 3Q: 3 clusters Score -1424700 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1425211.625000 Penalty: 3316.672607
	Iteration 4Q: 3 clusters Score -1425212 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1425710.250000 Penalty: 3316.672607
	Iteration 5Q: 3 clusters Score -1425710 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1426205.375000 Penalty: 3316.672607
	Iteration 6Q: 3 clusters Score -1426205 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1426764.125000 Penalty: 3316.672607
	Iteration 7Q: 3 clusters Score -1426764 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1427314.625000 Penalty: 3316.672607
	Iteration 8Q: 3 clusters Score -1427315 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1427867.500000 Penalty: 3316.672607
	Iteration 9Q: 3 clusters Score -1427868 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1428460.625000 Penalty: 3316.672607
	Iteration 10Q: 3 clusters Score -1428461 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1429098.250000 Penalty: 3316.672607
	Iteration 11Q: 3 clusters Score -1429098 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1429667.000000 Penalty: 3316.672607
	Iteration 12Q: 3 clusters Score -1429667 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1430176.250000 Penalty: 3316.672607
	Iteration 13Q: 3 clusters Score -1430176 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1430562.500000 Penalty: 3316.672607
	Iteration 14Q: 3 clusters Score -1430562 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1430851.125000 Penalty: 3316.672607
	Iteration 15Q: 3 clusters Score -1430851 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1431035.625000 Penalty: 3316.672607
	Iteration 16Q: 3 clusters Score -1431036 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1431181.125000 Penalty: 3316.672607
	Iteration 17Q: 3 clusters Score -1431181 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1431304.875000 Penalty: 3316.672607
	Iteration 18Q: 3 clusters Score -1431305 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1431424.250000 Penalty: 3316.672607
	Iteration 19Q: 3 clusters Score -1431424 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1431546.750000 Penalty: 3316.672607
	Iteration 20F: 3 clusters Score -1431547 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1431662.750000 Penalty: 3316.672607
	Iteration 21Q: 3 clusters Score -1431663 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1431777.125000 Penalty: 3316.672607
	Iteration 22Q: 3 clusters Score -1431777 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1431908.875000 Penalty: 3316.672607
	Iteration 23Q: 3 clusters Score -1431909 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1432035.125000 Penalty: 3316.672607
	Iteration 24Q: 3 clusters Score -1432035 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1432173.750000 Penalty: 3316.672607
	Iteration 25Q: 3 clusters Score -1432174 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1432303.750000 Penalty: 3316.672607
	Iteration 26Q: 3 clusters Score -1432304 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1432452.250000 Penalty: 3316.672607
	Iteration 27Q: 3 clusters Score -1432452 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1432584.125000 Penalty: 3316.672607
	Iteration 28Q: 3 clusters Score -1432584 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1432703.375000 Penalty: 3316.672607
	Iteration 29Q: 3 clusters Score -1432703 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1432827.375000 Penalty: 3316.672607
	Iteration 30Q: 3 clusters Score -1432827 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1432949.000000 Penalty: 3316.672607
	Iteration 31Q: 3 clusters Score -1432949 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1433039.875000 Penalty: 3316.672607
	Iteration 32Q: 3 clusters Score -1433040 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1433121.375000 Penalty: 3316.672607
	Iteration 33Q: 3 clusters Score -1433121 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1433193.375000 Penalty: 3316.672607
	Iteration 34Q: 3 clusters Score -1433193 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1433245.875000 Penalty: 3316.672607
	Iteration 35Q: 3 clusters Score -1433246 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1433299.000000 Penalty: 3316.672607
	Iteration 36Q: 3 clusters Score -1433299 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1433334.750000 Penalty: 3316.672607
	Iteration 37Q: 3 clusters Score -1433335 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1433369.625000 Penalty: 3316.672607
	Iteration 38Q: 3 clusters Score -1433370 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1433401.375000 Penalty: 3316.672607
	Iteration 39Q: 3 clusters Score -1433401 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1433432.250000 Penalty: 3316.672607
	Iteration 40F: 3 clusters Score -1433432 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1433462.500000 Penalty: 3316.672607
	Iteration 41Q: 3 clusters Score -1433462 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1433483.875000 Penalty: 3316.672607
	Iteration 42Q: 3 clusters Score -1433484 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1433495.000000 Penalty: 3316.672607
	Iteration 43Q: 3 clusters Score -1433495 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1433507.750000 Penalty: 3316.672607
	Iteration 44Q: 3 clusters Score -1433508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1433515.375000 Penalty: 3316.672607
	Iteration 45Q: 3 clusters Score -1433515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1433525.875000 Penalty: 3316.672607
	Iteration 46Q: 3 clusters Score -1433526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1433546.500000 Penalty: 3316.672607
	Iteration 47Q: 3 clusters Score -1433546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1433550.625000 Penalty: 3316.672607
	Iteration 48Q: 3 clusters Score -1433551 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1433559.250000 Penalty: 3316.672607
	Iteration 49Q: 3 clusters Score -1433559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1433561.875000 Penalty: 3316.672607
	Iteration 50Q: 3 clusters Score -1433562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1433564.750000 Penalty: 3316.672607
	Iteration 51Q: 3 clusters Score -1433565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1433565.750000 Penalty: 3316.672607
	Iteration 52Q: 3 clusters Score -1433566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1433565.750000 Penalty: 3316.672607
	Iteration 53Q: 3 clusters Score -1433566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1433572.375000 Penalty: 3316.672607
	Iteration 54Q: 3 clusters Score -1433572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1433575.875000 Penalty: 3316.672607
	Iteration 55Q: 3 clusters Score -1433576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1433577.500000 Penalty: 3316.672607
	Iteration 56Q: 3 clusters Score -1433578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1433580.125000 Penalty: 3316.672607
	Iteration 57Q: 3 clusters Score -1433580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1433579.875000 Penalty: 3316.672607
	Iteration 58Q: 3 clusters Score -1433580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1433584.000000 Penalty: 3316.672607
	Iteration 59Q: 3 clusters Score -1433584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1433585.750000 Penalty: 3316.672607
	Iteration 60F: 3 clusters Score -1433586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1433589.875000 Penalty: 3316.672607
	Iteration 61Q: 3 clusters Score -1433590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1433592.000000 Penalty: 3316.672607
	Iteration 62Q: 3 clusters Score -1433592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1433594.000000 Penalty: 3316.672607
	Iteration 63Q: 3 clusters Score -1433594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1433593.750000 Penalty: 3316.672607
	Iteration 64Q: 3 clusters Score -1433594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1433595.250000 Penalty: 3316.672607
	Iteration 65Q: 3 clusters Score -1433595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1433596.000000 Penalty: 3316.672607
	Iteration 66Q: 3 clusters Score -1433596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1433594.625000 Penalty: 3316.672607
	Iteration 67Q: 3 clusters Score -1433595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1433594.625000 Penalty: 3316.672607
	Iteration 68F: 3 clusters Score -1433595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 11138 members 
Mstep: Class 3 contains 30741 members 
Mstep: Class 4 contains 126140 members 
Mstep: Class 5 contains 87849 members 
Mstep: Class 6 contains 4221 members 
Mstep: Class 7 contains 76868 members 
Mstep: Class 8 contains 23337 members 
Mstep: Class 9 contains 1966 members 
Mstep: Class 10 contains 14407 members 
Mstep: Class 14 contains 1556 members 
Mstep: Class 15 contains 45257 members 
Mstep: Class 17 contains 2712 members 
Mstep: Class 19 contains 4000 members 
Mstep: Class 20 contains 27042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23131336.000000 Penalty: 33916.507812
Iteration 39Q: 17 clusters Score -2.313134e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 11087 members 
Mstep: Class 3 contains 30571 members 
Mstep: Class 4 contains 126992 members 
Mstep: Class 5 contains 88357 members 
Mstep: Class 6 contains 4163 members 
Mstep: Class 7 contains 76320 members 
Mstep: Class 8 contains 23117 members 
Mstep: Class 9 contains 1905 members 
Mstep: Class 10 contains 13787 members 
Mstep: Class 11 contains 3241 members 
Mstep: Class 14 contains 1591 members 
Mstep: Class 15 contains 45710 members 
Mstep: Class 17 contains 2716 members 
Mstep: Class 19 contains 4071 members 
Mstep: Class 20 contains 26868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23131870.000000 Penalty: 33916.507812
Iteration 40F: 17 clusters Score -2.313187e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 11043 members 
Mstep: Class 3 contains 30423 members 
Mstep: Class 4 contains 127864 members 
Mstep: Class 5 contains 88894 members 
Mstep: Class 6 contains 4149 members 
Mstep: Class 7 contains 75906 members 
Mstep: Class 8 contains 22912 members 
Mstep: Class 9 contains 1865 members 
Mstep: Class 10 contains 13176 members 
Mstep: Class 11 contains 3287 members 
Mstep: Class 14 contains 1615 members 
Mstep: Class 15 contains 45780 members 
Mstep: Class 17 contains 2721 members 
Mstep: Class 19 contains 4148 members 
Mstep: Class 20 contains 26730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23132220.000000 Penalty: 33916.507812
Iteration 41Q: 17 clusters Score -2.313222e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 10985 members 
Mstep: Class 3 contains 30234 members 
Mstep: Class 4 contains 128730 members 
Mstep: Class 5 contains 89382 members 
Mstep: Class 6 contains 4140 members 
Mstep: Class 7 contains 75507 members 
Mstep: Class 8 contains 22743 members 
Mstep: Class 9 contains 1826 members 
Mstep: Class 10 contains 12696 members 
Mstep: Class 11 contains 3341 members 
Mstep: Class 14 contains 1635 members 
Mstep: Class 15 contains 45753 members 
Mstep: Class 17 contains 2737 members 
Mstep: Class 19 contains 4225 members 
Mstep: Class 20 contains 26603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23132584.000000 Penalty: 33916.507812
Iteration 42Q: 17 clusters Score -2.313258e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 10933 members 
Mstep: Class 3 contains 30057 members 
Mstep: Class 4 contains 129620 members 
Mstep: Class 5 contains 89850 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 75089 members 
Mstep: Class 8 contains 22576 members 
Mstep: Class 9 contains 1801 members 
Mstep: Class 10 contains 12235 members 
Mstep: Class 11 contains 3393 members 
Mstep: Class 14 contains 1658 members 
Mstep: Class 15 contains 45701 members 
Mstep: Class 17 contains 2741 members 
Mstep: Class 19 contains 4292 members 
Mstep: Class 20 contains 26500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23132942.000000 Penalty: 33916.507812
Iteration 43Q: 17 clusters Score -2.313294e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 10889 members 
Mstep: Class 3 contains 29862 members 
Mstep: Class 4 contains 130491 members 
Mstep: Class 5 contains 90323 members 
Mstep: Class 6 contains 4097 members 
Mstep: Class 7 contains 74653 members 
Mstep: Class 8 contains 22431 members 
Mstep: Class 9 contains 1762 members 
Mstep: Class 10 contains 11830 members 
Mstep: Class 11 contains 3448 members 
Mstep: Class 14 contains 1664 members 
Mstep: Class 15 contains 45645 members 
Mstep: Class 17 contains 2743 members 
Mstep: Class 19 contains 4338 members 
Mstep: Class 20 contains 26399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23133224.000000 Penalty: 33916.507812
Iteration 44Q: 17 clusters Score -2.313322e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 10836 members 
Mstep: Class 3 contains 29668 members 
Mstep: Class 4 contains 131357 members 
Mstep: Class 5 contains 90775 members 
Mstep: Class 6 contains 4078 members 
Mstep: Class 7 contains 74247 members 
Mstep: Class 8 contains 22292 members 
Mstep: Class 9 contains 1726 members 
Mstep: Class 10 contains 11474 members 
Mstep: Class 11 contains 3490 members 
Mstep: Class 14 contains 1674 members 
Mstep: Class 15 contains 45573 members 
Mstep: Class 17 contains 2742 members 
Mstep: Class 19 contains 4374 members 
Mstep: Class 20 contains 26294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23133624.000000 Penalty: 33916.507812
Iteration 45Q: 17 clusters Score -2.313362e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 10805 members 
Mstep: Class 3 contains 29505 members 
Mstep: Class 4 contains 132171 members 
Mstep: Class 5 contains 91163 members 
Mstep: Class 6 contains 4060 members 
Mstep: Class 7 contains 73834 members 
Mstep: Class 8 contains 22164 members 
Mstep: Class 9 contains 1698 members 
Mstep: Class 10 contains 11156 members 
Mstep: Class 11 contains 3523 members 
Mstep: Class 14 contains 1683 members 
Mstep: Class 15 contains 45500 members 
Mstep: Class 17 contains 2740 members 
Mstep: Class 19 contains 4421 members 
Mstep: Class 20 contains 26193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23133874.000000 Penalty: 33916.507812
Iteration 46Q: 17 clusters Score -2.313387e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 10774 members 
Mstep: Class 3 contains 29336 members 
Mstep: Class 4 contains 132958 members 
Mstep: Class 5 contains 91523 members 
Mstep: Class 6 contains 4040 members 
Mstep: Class 7 contains 73459 members 
Mstep: Class 8 contains 22059 members 
Mstep: Class 9 contains 1654 members 
Mstep: Class 10 contains 10850 members 
Mstep: Class 11 contains 3556 members 
Mstep: Class 14 contains 1692 members 
Mstep: Class 15 contains 45424 members 
Mstep: Class 17 contains 2743 members 
Mstep: Class 19 contains 4467 members 
Mstep: Class 20 contains 26100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23134250.000000 Penalty: 33916.507812
Iteration 47Q: 17 clusters Score -2.313425e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 10726 members 
Mstep: Class 3 contains 29186 members 
Mstep: Class 4 contains 133725 members 
Mstep: Class 5 contains 91894 members 
Mstep: Class 6 contains 4021 members 
Mstep: Class 7 contains 73053 members 
Mstep: Class 8 contains 21940 members 
Mstep: Class 9 contains 1594 members 
Mstep: Class 10 contains 10598 members 
Mstep: Class 11 contains 3580 members 
Mstep: Class 14 contains 1704 members 
Mstep: Class 15 contains 45362 members 
Mstep: Class 17 contains 2753 members 
Mstep: Class 19 contains 4508 members 
Mstep: Class 20 contains 26006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23134498.000000 Penalty: 33916.507812
Iteration 48Q: 17 clusters Score -2.31345e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 10688 members 
Mstep: Class 3 contains 29016 members 
Mstep: Class 4 contains 134510 members 
Mstep: Class 5 contains 92242 members 
Mstep: Class 6 contains 3995 members 
Mstep: Class 7 contains 72660 members 
Mstep: Class 8 contains 21816 members 
Mstep: Class 9 contains 1544 members 
Mstep: Class 10 contains 10373 members 
Mstep: Class 11 contains 3593 members 
Mstep: Class 14 contains 1717 members 
Mstep: Class 15 contains 45296 members 
Mstep: Class 17 contains 2755 members 
Mstep: Class 19 contains 4539 members 
Mstep: Class 20 contains 25913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23134620.000000 Penalty: 33916.507812
Iteration 49Q: 17 clusters Score -2.313462e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 10655 members 
Mstep: Class 3 contains 28845 members 
Mstep: Class 4 contains 135243 members 
Mstep: Class 5 contains 92633 members 
Mstep: Class 6 contains 3968 members 
Mstep: Class 7 contains 72261 members 
Mstep: Class 8 contains 21711 members 
Mstep: Class 9 contains 1499 members 
Mstep: Class 10 contains 10169 members 
Mstep: Class 11 contains 3601 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 15 contains 45220 members 
Mstep: Class 17 contains 2754 members 
Mstep: Class 19 contains 4576 members 
Mstep: Class 20 contains 25804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23134732.000000 Penalty: 33916.507812
Iteration 50Q: 17 clusters Score -2.313473e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 10629 members 
Mstep: Class 3 contains 28660 members 
Mstep: Class 4 contains 135968 members 
Mstep: Class 5 contains 93019 members 
Mstep: Class 6 contains 3938 members 
Mstep: Class 7 contains 71834 members 
Mstep: Class 8 contains 21596 members 
Mstep: Class 9 contains 1452 members 
Mstep: Class 10 contains 10008 members 
Mstep: Class 11 contains 3612 members 
Mstep: Class 14 contains 1743 members 
Mstep: Class 15 contains 45127 members 
Mstep: Class 17 contains 2756 members 
Mstep: Class 19 contains 4620 members 
Mstep: Class 20 contains 25724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2078.790771 but Gain 2119.783203
Score: -23134836.000000 Penalty: 31796.724609
Iteration 51Q: 16 clusters Score -2.313484e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 10613 members 
Mstep: Class 3 contains 28469 members 
Mstep: Class 4 contains 137693 members 
Mstep: Class 5 contains 93532 members 
Mstep: Class 6 contains 3912 members 
Mstep: Class 7 contains 71532 members 
Mstep: Class 8 contains 21488 members 
Mstep: Class 10 contains 9856 members 
Mstep: Class 11 contains 3626 members 
Mstep: Class 14 contains 1753 members 
Mstep: Class 15 contains 45091 members 
Mstep: Class 17 contains 2774 members 
Mstep: Class 19 contains 4688 members 
Mstep: Class 20 contains 25663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23136768.000000 Penalty: 31796.724609
Iteration 52Q: 16 clusters Score -2.313677e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 10602 members 
Mstep: Class 3 contains 28284 members 
Mstep: Class 4 contains 138574 members 
Mstep: Class 5 contains 93812 members 
Mstep: Class 6 contains 3894 members 
Mstep: Class 7 contains 71088 members 
Mstep: Class 8 contains 21383 members 
Mstep: Class 10 contains 9709 members 
Mstep: Class 11 contains 3649 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 15 contains 44907 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 19 contains 4729 members 
Mstep: Class 20 contains 25573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23136910.000000 Penalty: 31796.724609
Iteration 53Q: 16 clusters Score -2.313691e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 10576 members 
Mstep: Class 3 contains 28116 members 
Mstep: Class 4 contains 139380 members 
Mstep: Class 5 contains 94115 members 
Mstep: Class 6 contains 3878 members 
Mstep: Class 7 contains 70630 members 
Mstep: Class 8 contains 21278 members 
Mstep: Class 10 contains 9568 members 
Mstep: Class 11 contains 3673 members 
Mstep: Class 14 contains 1769 members 
Mstep: Class 15 contains 44766 members 
Mstep: Class 17 contains 2759 members 
Mstep: Class 19 contains 4774 members 
Mstep: Class 20 contains 25480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23136960.000000 Penalty: 31796.724609
Iteration 54Q: 16 clusters Score -2.313696e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 10553 members 
Mstep: Class 3 contains 27945 members 
Mstep: Class 4 contains 140095 members 
Mstep: Class 5 contains 94457 members 
Mstep: Class 6 contains 3864 members 
Mstep: Class 7 contains 70161 members 
Mstep: Class 8 contains 21186 members 
Mstep: Class 10 contains 9453 members 
Mstep: Class 11 contains 3693 members 
Mstep: Class 14 contains 1781 members 
Mstep: Class 15 contains 44633 members 
Mstep: Class 17 contains 2756 members 
Mstep: Class 19 contains 4825 members 
Mstep: Class 20 contains 25392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23136934.000000 Penalty: 31796.724609
Iteration 55Q: 16 clusters Score -2.313693e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 10531 members 
Mstep: Class 3 contains 27791 members 
Mstep: Class 4 contains 140717 members 
Mstep: Class 5 contains 94841 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 69677 members 
Mstep: Class 8 contains 21105 members 
Mstep: Class 10 contains 9359 members 
Mstep: Class 11 contains 3710 members 
Mstep: Class 14 contains 1791 members 
Mstep: Class 15 contains 44509 members 
Mstep: Class 17 contains 2752 members 
Mstep: Class 19 contains 4883 members 
Mstep: Class 20 contains 25310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23137086.000000 Penalty: 31796.724609
Iteration 56Q: 16 clusters Score -2.313709e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 10518 members 
Mstep: Class 3 contains 27635 members 
Mstep: Class 4 contains 141279 members 
Mstep: Class 5 contains 95233 members 
Mstep: Class 6 contains 3822 members 
Mstep: Class 7 contains 69207 members 
Mstep: Class 8 contains 21025 members 
Mstep: Class 10 contains 9271 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 14 contains 1793 members 
Mstep: Class 15 contains 44423 members 
Mstep: Class 17 contains 2748 members 
Mstep: Class 19 contains 4933 members 
Mstep: Class 20 contains 25233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23137212.000000 Penalty: 31796.724609
Iteration 57Q: 16 clusters Score -2.313721e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 10509 members 
Mstep: Class 3 contains 27487 members 
Mstep: Class 4 contains 141782 members 
Mstep: Class 5 contains 95629 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 68739 members 
Mstep: Class 8 contains 20947 members 
Mstep: Class 10 contains 9200 members 
Mstep: Class 11 contains 3743 members 
Mstep: Class 14 contains 1800 members 
Mstep: Class 15 contains 44324 members 
Mstep: Class 17 contains 2744 members 
Mstep: Class 19 contains 4986 members 
Mstep: Class 20 contains 25172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23137276.000000 Penalty: 31796.724609
Iteration 58Q: 16 clusters Score -2.313728e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 10507 members 
Mstep: Class 3 contains 27359 members 
Mstep: Class 4 contains 142233 members 
Mstep: Class 5 contains 95979 members 
Mstep: Class 6 contains 3788 members 
Mstep: Class 7 contains 68286 members 
Mstep: Class 8 contains 20890 members 
Mstep: Class 10 contains 9153 members 
Mstep: Class 11 contains 3770 members 
Mstep: Class 14 contains 1809 members 
Mstep: Class 15 contains 44215 members 
Mstep: Class 17 contains 2740 members 
Mstep: Class 19 contains 5035 members 
Mstep: Class 20 contains 25120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23137410.000000 Penalty: 31796.724609
Iteration 59Q: 16 clusters Score -2.313741e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 10506 members 
Mstep: Class 3 contains 27224 members 
Mstep: Class 4 contains 142644 members 
Mstep: Class 5 contains 96342 members 
Mstep: Class 6 contains 3777 members 
Mstep: Class 7 contains 67824 members 
Mstep: Class 8 contains 20842 members 
Mstep: Class 10 contains 9116 members 
Mstep: Class 11 contains 3793 members 
Mstep: Class 14 contains 1820 members 
Mstep: Class 15 contains 44102 members 
Mstep: Class 17 contains 2735 members 
Mstep: Class 19 contains 5085 members 
Mstep: Class 20 contains 25080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23137634.000000 Penalty: 31796.724609
Iteration 60F: 16 clusters Score -2.313763e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 10512 members 
Mstep: Class 3 contains 27096 members 
Mstep: Class 4 contains 143018 members 
Mstep: Class 5 contains 96721 members 
Mstep: Class 6 contains 3773 members 
Mstep: Class 7 contains 67375 members 
Mstep: Class 8 contains 20792 members 
Mstep: Class 10 contains 9089 members 
Mstep: Class 11 contains 3805 members 
Mstep: Class 14 contains 1821 members 
Mstep: Class 15 contains 43924 members 
Mstep: Class 17 contains 2732 members 
Mstep: Class 19 contains 5191 members 
Mstep: Class 20 contains 25054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23137792.000000 Penalty: 31796.724609
Iteration 61Q: 16 clusters Score -2.313779e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 10508 members 
Mstep: Class 3 contains 26957 members 
Mstep: Class 4 contains 143360 members 
Mstep: Class 5 contains 97082 members 
Mstep: Class 6 contains 3766 members 
Mstep: Class 7 contains 66975 members 
Mstep: Class 8 contains 20736 members 
Mstep: Class 10 contains 9060 members 
Mstep: Class 11 contains 3824 members 
Mstep: Class 14 contains 1832 members 
Mstep: Class 15 contains 43736 members 
Mstep: Class 17 contains 2730 members 
Mstep: Class 19 contains 5342 members 
Mstep: Class 20 contains 25005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23137932.000000 Penalty: 31796.724609
Iteration 62Q: 16 clusters Score -2.313793e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 10511 members 
Mstep: Class 3 contains 26815 members 
Mstep: Class 4 contains 143698 members 
Mstep: Class 5 contains 97443 members 
Mstep: Class 6 contains 3754 members 
Mstep: Class 7 contains 66600 members 
Mstep: Class 8 contains 20679 members 
Mstep: Class 10 contains 9012 members 
Mstep: Class 11 contains 3843 members 
Mstep: Class 14 contains 1844 members 
Mstep: Class 15 contains 43526 members 
Mstep: Class 17 contains 2729 members 
Mstep: Class 19 contains 5513 members 
Mstep: Class 20 contains 24953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23138084.000000 Penalty: 31796.724609
Iteration 63Q: 16 clusters Score -2.313808e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 10512 members 
Mstep: Class 3 contains 26678 members 
Mstep: Class 4 contains 144011 members 
Mstep: Class 5 contains 97828 members 
Mstep: Class 6 contains 3744 members 
Mstep: Class 7 contains 66227 members 
Mstep: Class 8 contains 20603 members 
Mstep: Class 10 contains 8983 members 
Mstep: Class 11 contains 3868 members 
Mstep: Class 14 contains 1855 members 
Mstep: Class 15 contains 43285 members 
Mstep: Class 17 contains 2728 members 
Mstep: Class 19 contains 5710 members 
Mstep: Class 20 contains 24892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23138164.000000 Penalty: 31796.724609
Iteration 64Q: 16 clusters Score -2.313816e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 10509 members 
Mstep: Class 3 contains 26557 members 
Mstep: Class 4 contains 144320 members 
Mstep: Class 5 contains 98184 members 
Mstep: Class 6 contains 3734 members 
Mstep: Class 7 contains 65889 members 
Mstep: Class 8 contains 20522 members 
Mstep: Class 10 contains 8949 members 
Mstep: Class 11 contains 3900 members 
Mstep: Class 14 contains 1863 members 
Mstep: Class 15 contains 43037 members 
Mstep: Class 17 contains 2723 members 
Mstep: Class 19 contains 5901 members 
Mstep: Class 20 contains 24839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23138166.000000 Penalty: 31796.724609
Iteration 65Q: 16 clusters Score -2.313817e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 10503 members 
Mstep: Class 3 contains 26452 members 
Mstep: Class 4 contains 144623 members 
Mstep: Class 5 contains 98537 members 
Mstep: Class 6 contains 3728 members 
Mstep: Class 7 contains 65558 members 
Mstep: Class 8 contains 20433 members 
Mstep: Class 10 contains 8918 members 
Mstep: Class 11 contains 3932 members 
Mstep: Class 14 contains 1871 members 
Mstep: Class 15 contains 42797 members 
Mstep: Class 17 contains 2718 members 
Mstep: Class 19 contains 6065 members 
Mstep: Class 20 contains 24794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23138332.000000 Penalty: 31796.724609
Iteration 66Q: 16 clusters Score -2.313833e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 10498 members 
Mstep: Class 3 contains 26330 members 
Mstep: Class 4 contains 144941 members 
Mstep: Class 5 contains 98889 members 
Mstep: Class 6 contains 3711 members 
Mstep: Class 7 contains 65289 members 
Mstep: Class 8 contains 20341 members 
Mstep: Class 10 contains 8881 members 
Mstep: Class 11 contains 3959 members 
Mstep: Class 14 contains 1884 members 
Mstep: Class 15 contains 42578 members 
Mstep: Class 17 contains 2718 members 
Mstep: Class 19 contains 6161 members 
Mstep: Class 20 contains 24749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23138368.000000 Penalty: 31796.724609
Iteration 67Q: 16 clusters Score -2.313837e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 10508 members 
Mstep: Class 3 contains 26212 members 
Mstep: Class 4 contains 145255 members 
Mstep: Class 5 contains 99208 members 
Mstep: Class 6 contains 3701 members 
Mstep: Class 7 contains 65043 members 
Mstep: Class 8 contains 20251 members 
Mstep: Class 10 contains 8845 members 
Mstep: Class 11 contains 3990 members 
Mstep: Class 14 contains 1904 members 
Mstep: Class 15 contains 42370 members 
Mstep: Class 17 contains 2713 members 
Mstep: Class 19 contains 6233 members 
Mstep: Class 20 contains 24698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23138404.000000 Penalty: 31796.724609
Iteration 68Q: 16 clusters Score -2.31384e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 10516 members 
Mstep: Class 3 contains 26117 members 
Mstep: Class 4 contains 145541 members 
Mstep: Class 5 contains 99533 members 
Mstep: Class 6 contains 3692 members 
Mstep: Class 7 contains 64775 members 
Mstep: Class 8 contains 20137 members 
Mstep: Class 10 contains 8799 members 
Mstep: Class 11 contains 4016 members 
Mstep: Class 14 contains 1932 members 
Mstep: Class 15 contains 42216 members 
Mstep: Class 17 contains 2709 members 
Mstep: Class 19 contains 6292 members 
Mstep: Class 20 contains 24658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23138468.000000 Penalty: 31796.724609
Iteration 69Q: 16 clusters Score -2.313847e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 10527 members 
Mstep: Class 3 contains 26023 members 
Mstep: Class 4 contains 145824 members 
Mstep: Class 5 contains 99835 members 
Mstep: Class 6 contains 3689 members 
Mstep: Class 7 contains 64504 members 
Mstep: Class 8 contains 20041 members 
Mstep: Class 10 contains 8767 members 
Mstep: Class 11 contains 4038 members 
Mstep: Class 14 contains 1952 members 
Mstep: Class 15 contains 42069 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 19 contains 6350 members 
Mstep: Class 20 contains 24612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23138574.000000 Penalty: 31796.724609
Iteration 70Q: 16 clusters Score -2.313857e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 10535 members 
Mstep: Class 3 contains 25935 members 
Mstep: Class 4 contains 146104 members 
Mstep: Class 5 contains 100158 members 
Mstep: Class 6 contains 3687 members 
Mstep: Class 7 contains 64220 members 
Mstep: Class 8 contains 19948 members 
Mstep: Class 10 contains 8728 members 
Mstep: Class 11 contains 4058 members 
Mstep: Class 14 contains 1981 members 
Mstep: Class 15 contains 41942 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 19 contains 6382 members 
Mstep: Class 20 contains 24560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23138552.000000 Penalty: 31796.724609
Iteration 71Q: 16 clusters Score -2.313855e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 10545 members 
Mstep: Class 3 contains 25849 members 
Mstep: Class 4 contains 146368 members 
Mstep: Class 5 contains 100498 members 
Mstep: Class 6 contains 3683 members 
Mstep: Class 7 contains 63953 members 
Mstep: Class 8 contains 19853 members 
Mstep: Class 10 contains 8677 members 
Mstep: Class 11 contains 4077 members 
Mstep: Class 14 contains 2026 members 
Mstep: Class 15 contains 41811 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 19 contains 6405 members 
Mstep: Class 20 contains 24497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23138670.000000 Penalty: 31796.724609
Iteration 72Q: 16 clusters Score -2.313867e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10552 members 
Mstep: Class 3 contains 25771 members 
Mstep: Class 4 contains 146602 members 
Mstep: Class 5 contains 100842 members 
Mstep: Class 6 contains 3681 members 
Mstep: Class 7 contains 63656 members 
Mstep: Class 8 contains 19766 members 
Mstep: Class 10 contains 8637 members 
Mstep: Class 11 contains 4095 members 
Mstep: Class 14 contains 2076 members 
Mstep: Class 15 contains 41708 members 
Mstep: Class 17 contains 2702 members 
Mstep: Class 19 contains 6415 members 
Mstep: Class 20 contains 24445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23138734.000000 Penalty: 31796.724609
Iteration 73Q: 16 clusters Score -2.313873e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 10563 members 
Mstep: Class 3 contains 25693 members 
Mstep: Class 4 contains 146844 members 
Mstep: Class 5 contains 101175 members 
Mstep: Class 6 contains 3677 members 
Mstep: Class 7 contains 63365 members 
Mstep: Class 8 contains 19683 members 
Mstep: Class 10 contains 8595 members 
Mstep: Class 11 contains 4115 members 
Mstep: Class 14 contains 2136 members 
Mstep: Class 15 contains 41591 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 19 contains 6418 members 
Mstep: Class 20 contains 24403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23138784.000000 Penalty: 31796.724609
Iteration 74Q: 16 clusters Score -2.313878e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 10571 members 
Mstep: Class 3 contains 25611 members 
Mstep: Class 4 contains 147115 members 
Mstep: Class 5 contains 101506 members 
Mstep: Class 6 contains 3671 members 
Mstep: Class 7 contains 63081 members 
Mstep: Class 8 contains 19591 members 
Mstep: Class 10 contains 8551 members 
Mstep: Class 11 contains 4134 members 
Mstep: Class 14 contains 2163 members 
Mstep: Class 15 contains 41482 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 24367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23138816.000000 Penalty: 31796.724609
Iteration 75Q: 16 clusters Score -2.313882e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 10575 members 
Mstep: Class 3 contains 25524 members 
Mstep: Class 4 contains 147377 members 
Mstep: Class 5 contains 101815 members 
Mstep: Class 6 contains 3673 members 
Mstep: Class 7 contains 62801 members 
Mstep: Class 8 contains 19512 members 
Mstep: Class 10 contains 8508 members 
Mstep: Class 11 contains 4150 members 
Mstep: Class 14 contains 2196 members 
Mstep: Class 15 contains 41381 members 
Mstep: Class 17 contains 2699 members 
Mstep: Class 19 contains 6429 members 
Mstep: Class 20 contains 24336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23139002.000000 Penalty: 31796.724609
Iteration 76Q: 16 clusters Score -2.3139e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 10580 members 
Mstep: Class 3 contains 25432 members 
Mstep: Class 4 contains 147631 members 
Mstep: Class 5 contains 102147 members 
Mstep: Class 6 contains 3675 members 
Mstep: Class 7 contains 62515 members 
Mstep: Class 8 contains 19439 members 
Mstep: Class 10 contains 8461 members 
Mstep: Class 11 contains 4165 members 
Mstep: Class 14 contains 2220 members 
Mstep: Class 15 contains 41296 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 19 contains 6427 members 
Mstep: Class 20 contains 24297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23139004.000000 Penalty: 31796.724609
Iteration 77Q: 16 clusters Score -2.3139e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 10590 members 
Mstep: Class 3 contains 25351 members 
Mstep: Class 4 contains 147883 members 
Mstep: Class 5 contains 102462 members 
Mstep: Class 6 contains 3671 members 
Mstep: Class 7 contains 62235 members 
Mstep: Class 8 contains 19354 members 
Mstep: Class 10 contains 8411 members 
Mstep: Class 11 contains 4180 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 41212 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 19 contains 6424 members 
Mstep: Class 20 contains 24273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23139036.000000 Penalty: 31796.724609
Iteration 78Q: 16 clusters Score -2.313904e+07 nChanged 821
Entering ConstructFrom: 
Score: -23139036.000000 Penalty: 31796.724609
Entering ConstructFrom: 
Trying to split cluster 1 (1691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Entering Unmasked Estep 
Score: -83788.921875 Penalty: 1207.874756
	Iteration 0F: 2 clusters Score -83788.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -81885.835938 Penalty: 2415.749512
	Iteration 0F: 3 clusters Score -81885.84 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -82265.390625 Penalty: 2415.749512
	Iteration 1F: 3 clusters Score -82265.39 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -82364.343750 Penalty: 2415.749512
	Iteration 2F: 3 clusters Score -82364.34 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -82420.882812 Penalty: 2415.749512
	Iteration 3Q: 3 clusters Score -82420.88 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -82462.109375 Penalty: 2415.749512
	Iteration 4Q: 3 clusters Score -82462.11 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -82478.640625 Penalty: 2415.749512
	Iteration 5Q: 3 clusters Score -82478.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -82490.382812 Penalty: 2415.749512
	Iteration 6Q: 3 clusters Score -82490.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -82499.218750 Penalty: 2415.749512
	Iteration 7Q: 3 clusters Score -82499.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -82505.500000 Penalty: 2415.749512
	Iteration 8Q: 3 clusters Score -82505.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -82510.671875 Penalty: 2415.749512
	Iteration 9Q: 3 clusters Score -82510.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -82517.453125 Penalty: 2415.749512
	Iteration 10Q: 3 clusters Score -82517.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -82521.296875 Penalty: 2415.749512
	Iteration 11Q: 3 clusters Score -82521.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -82524.992188 Penalty: 2415.749512
	Iteration 12Q: 3 clusters Score -82524.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -82526.375000 Penalty: 2415.749512
	Iteration 13Q: 3 clusters Score -82526.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -82528.007812 Penalty: 2415.749512
	Iteration 14Q: 3 clusters Score -82528.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -82531.242188 Penalty: 2415.749512
	Iteration 15Q: 3 clusters Score -82531.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -82533.710938 Penalty: 2415.749512
	Iteration 16Q: 3 clusters Score -82533.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -82535.789062 Penalty: 2415.749512
	Iteration 17Q: 3 clusters Score -82535.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -82538.031250 Penalty: 2415.749512
	Iteration 18Q: 3 clusters Score -82538.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -82539.632812 Penalty: 2415.749512
	Iteration 19Q: 3 clusters Score -82539.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -82541.593750 Penalty: 2415.749512
	Iteration 20F: 3 clusters Score -82541.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -82545.804688 Penalty: 2415.749512
	Iteration 21Q: 3 clusters Score -82545.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -82550.164062 Penalty: 2415.749512
	Iteration 22Q: 3 clusters Score -82550.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -82557.304688 Penalty: 2415.749512
	Iteration 23Q: 3 clusters Score -82557.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -82563.320312 Penalty: 2415.749512
	Iteration 24Q: 3 clusters Score -82563.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -82566.125000 Penalty: 2415.749512
	Iteration 25Q: 3 clusters Score -82566.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -82567.054688 Penalty: 2415.749512
	Iteration 26Q: 3 clusters Score -82567.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -82567.367188 Penalty: 2415.749512
	Iteration 27Q: 3 clusters Score -82567.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -82567.507812 Penalty: 2415.749512
	Iteration 28Q: 3 clusters Score -82567.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -82568.195312 Penalty: 2415.749512
	Iteration 29Q: 3 clusters Score -82568.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -82570.539062 Penalty: 2415.749512
	Iteration 30Q: 3 clusters Score -82570.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -82573.039062 Penalty: 2415.749512
	Iteration 31Q: 3 clusters Score -82573.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -82577.625000 Penalty: 2415.749512
	Iteration 32Q: 3 clusters Score -82577.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -82583.765625 Penalty: 2415.749512
	Iteration 33Q: 3 clusters Score -82583.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -82587.625000 Penalty: 2415.749512
	Iteration 34Q: 3 clusters Score -82587.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -82592.109375 Penalty: 2415.749512
	Iteration 35Q: 3 clusters Score -82592.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -82598.039062 Penalty: 2415.749512
	Iteration 36Q: 3 clusters Score -82598.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -82603.281250 Penalty: 2415.749512
	Iteration 37Q: 3 clusters Score -82603.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -82607.695312 Penalty: 2415.749512
	Iteration 38Q: 3 clusters Score -82607.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -82613.671875 Penalty: 2415.749512
	Iteration 39Q: 3 clusters Score -82613.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -82616.296875 Penalty: 2415.749512
	Iteration 40F: 3 clusters Score -82616.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -82620.312500 Penalty: 2415.749512
	Iteration 41Q: 3 clusters Score -82620.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -82623.406250 Penalty: 2415.749512
	Iteration 42Q: 3 clusters Score -82623.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -82625.640625 Penalty: 2415.749512
	Iteration 43Q: 3 clusters Score -82625.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -82626.265625 Penalty: 2415.749512
	Iteration 44Q: 3 clusters Score -82626.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -82626.828125 Penalty: 2415.749512
	Iteration 45Q: 3 clusters Score -82626.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -82626.828125 Penalty: 2415.749512
	Iteration 46F: 3 clusters Score -82626.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Entering Unmasked Estep 
Score: -519110.781250 Penalty: 1506.133667
	Iteration 0F: 2 clusters Score -519110.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -511621.656250 Penalty: 3012.267334
	Iteration 0F: 3 clusters Score -511621.7 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -514445.125000 Penalty: 3012.267334
	Iteration 1F: 3 clusters Score -514445.1 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -515330.625000 Penalty: 3012.267334
	Iteration 2F: 3 clusters Score -515330.6 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -516381.750000 Penalty: 3012.267334
	Iteration 3F: 3 clusters Score -516381.8 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -517335.781250 Penalty: 3012.267334
	Iteration 4F: 3 clusters Score -517335.8 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -518032.812500 Penalty: 3012.267334
	Iteration 5F: 3 clusters Score -518032.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -518408.281250 Penalty: 3012.267334
	Iteration 6F: 3 clusters Score -518408.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -518602.031250 Penalty: 3012.267334
	Iteration 7Q: 3 clusters Score -518602 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -518691.406250 Penalty: 3012.267334
	Iteration 8Q: 3 clusters Score -518691.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -518750.593750 Penalty: 3012.267334
	Iteration 9Q: 3 clusters Score -518750.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -518787.843750 Penalty: 3012.267334
	Iteration 10Q: 3 clusters Score -518787.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -518812.812500 Penalty: 3012.267334
	Iteration 11Q: 3 clusters Score -518812.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -518838.968750 Penalty: 3012.267334
	Iteration 12Q: 3 clusters Score -518839 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -518861.312500 Penalty: 3012.267334
	Iteration 13Q: 3 clusters Score -518861.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -518876.843750 Penalty: 3012.267334
	Iteration 14Q: 3 clusters Score -518876.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -518894.593750 Penalty: 3012.267334
	Iteration 15Q: 3 clusters Score -518894.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -518906.437500 Penalty: 3012.267334
	Iteration 16Q: 3 clusters Score -518906.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -518919.062500 Penalty: 3012.267334
	Iteration 17Q: 3 clusters Score -518919.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -518929.468750 Penalty: 3012.267334
	Iteration 18Q: 3 clusters Score -518929.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -518942.187500 Penalty: 3012.267334
	Iteration 19Q: 3 clusters Score -518942.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -518951.812500 Penalty: 3012.267334
	Iteration 20F: 3 clusters Score -518951.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -518957.468750 Penalty: 3012.267334
	Iteration 21Q: 3 clusters Score -518957.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -518960.312500 Penalty: 3012.267334
	Iteration 22Q: 3 clusters Score -518960.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -518968.125000 Penalty: 3012.267334
	Iteration 23Q: 3 clusters Score -518968.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -518975.468750 Penalty: 3012.267334
	Iteration 24Q: 3 clusters Score -518975.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -518984.687500 Penalty: 3012.267334
	Iteration 25Q: 3 clusters Score -518984.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -519001.750000 Penalty: 3012.267334
	Iteration 26Q: 3 clusters Score -519001.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -519025.375000 Penalty: 3012.267334
	Iteration 27Q: 3 clusters Score -519025.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -519039.968750 Penalty: 3012.267334
	Iteration 28Q: 3 clusters Score -519040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -519051.468750 Penalty: 3012.267334
	Iteration 29Q: 3 clusters Score -519051.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -519060.218750 Penalty: 3012.267334
	Iteration 30Q: 3 clusters Score -519060.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -519065.937500 Penalty: 3012.267334
	Iteration 31Q: 3 clusters Score -519065.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -519074.937500 Penalty: 3012.267334
	Iteration 32Q: 3 clusters Score -519074.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -519080.500000 Penalty: 3012.267334
	Iteration 33Q: 3 clusters Score -519080.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -519087.406250 Penalty: 3012.267334
	Iteration 34Q: 3 clusters Score -519087.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -519090.312500 Penalty: 3012.267334
	Iteration 35Q: 3 clusters Score -519090.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -519094.531250 Penalty: 3012.267334
	Iteration 36Q: 3 clusters Score -519094.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -519096.281250 Penalty: 3012.267334
	Iteration 37Q: 3 clusters Score -519096.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -519096.968750 Penalty: 3012.267334
	Iteration 38Q: 3 clusters Score -519097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -519099.343750 Penalty: 3012.267334
	Iteration 39Q: 3 clusters Score -519099.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -519097.687500 Penalty: 3012.267334
	Iteration 40F: 3 clusters Score -519097.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -519098.812500 Penalty: 3012.267334
	Iteration 41Q: 3 clusters Score -519098.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -519099.875000 Penalty: 3012.267334
	Iteration 42Q: 3 clusters Score -519099.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -519100.968750 Penalty: 3012.267334
	Iteration 43Q: 3 clusters Score -519101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -519101.656250 Penalty: 3012.267334
	Iteration 44Q: 3 clusters Score -519101.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -519101.750000 Penalty: 3012.267334
	Iteration 45Q: 3 clusters Score -519101.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -519103.562500 Penalty: 3012.267334
	Iteration 46Q: 3 clusters Score -519103.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -519103.531250 Penalty: 3012.267334
	Iteration 47Q: 3 clusters Score -519103.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -519105.125000 Penalty: 3012.267334
	Iteration 48Q: 3 clusters Score -519105.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -519105.593750 Penalty: 3012.267334
	Iteration 49Q: 3 clusters Score -519105.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -519106.843750 Penalty: 3012.267334
	Iteration 50Q: 3 clusters Score -519106.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -519107.718750 Penalty: 3012.267334
	Iteration 51Q: 3 clusters Score -519107.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -519107.906250 Penalty: 3012.267334
	Iteration 52Q: 3 clusters Score -519107.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -519107.906250 Penalty: 3012.267334
	Iteration 53F: 3 clusters Score -519107.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Entering Unmasked Estep 
Score: -1355277.500000 Penalty: 1647.361694
	Iteration 0F: 2 clusters Score -1355278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1338245.125000 Penalty: 3294.723389
	Iteration 0F: 3 clusters Score -1338245 nChanged 11558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1344830.250000 Penalty: 3294.723389
	Iteration 1F: 3 clusters Score -1344830 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1345232.000000 Penalty: 3294.723389
	Iteration 2Q: 3 clusters Score -1345232 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -1345702.125000 Penalty: 3294.723389
	Iteration 3Q: 3 clusters Score -1345702 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -1346254.125000 Penalty: 3294.723389
	Iteration 4Q: 3 clusters Score -1346254 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -1346987.375000 Penalty: 3294.723389
	Iteration 5Q: 3 clusters Score -1346987 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -1347921.375000 Penalty: 3294.723389
	Iteration 6F: 3 clusters Score -1347921 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -1348986.125000 Penalty: 3294.723389
	Iteration 7F: 3 clusters Score -1348986 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -1350037.625000 Penalty: 3294.723389
	Iteration 8F: 3 clusters Score -1350038 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -1350909.500000 Penalty: 3294.723389
	Iteration 9Q: 3 clusters Score -1350910 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -1351598.125000 Penalty: 3294.723389
	Iteration 10Q: 3 clusters Score -1351598 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -1352096.875000 Penalty: 3294.723389
	Iteration 11Q: 3 clusters Score -1352097 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -1352493.750000 Penalty: 3294.723389
	Iteration 12Q: 3 clusters Score -1352494 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -1352827.375000 Penalty: 3294.723389
	Iteration 13Q: 3 clusters Score -1352827 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -1353082.250000 Penalty: 3294.723389
	Iteration 14Q: 3 clusters Score -1353082 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -1353259.750000 Penalty: 3294.723389
	Iteration 15Q: 3 clusters Score -1353260 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -1353374.625000 Penalty: 3294.723389
	Iteration 16Q: 3 clusters Score -1353375 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -1353465.250000 Penalty: 3294.723389
	Iteration 17Q: 3 clusters Score -1353465 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -1353534.875000 Penalty: 3294.723389
	Iteration 18Q: 3 clusters Score -1353535 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -1353596.125000 Penalty: 3294.723389
	Iteration 19Q: 3 clusters Score -1353596 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -1353636.500000 Penalty: 3294.723389
	Iteration 20F: 3 clusters Score -1353636 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -1353668.625000 Penalty: 3294.723389
	Iteration 21Q: 3 clusters Score -1353669 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -1353701.375000 Penalty: 3294.723389
	Iteration 22Q: 3 clusters Score -1353701 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -1353733.375000 Penalty: 3294.723389
	Iteration 23Q: 3 clusters Score -1353733 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -1353769.125000 Penalty: 3294.723389
	Iteration 24Q: 3 clusters Score -1353769 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -1353800.125000 Penalty: 3294.723389
	Iteration 25Q: 3 clusters Score -1353800 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -1353829.000000 Penalty: 3294.723389
	Iteration 26Q: 3 clusters Score -1353829 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -1353847.625000 Penalty: 3294.723389
	Iteration 27Q: 3 clusters Score -1353848 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -1353872.875000 Penalty: 3294.723389
	Iteration 28Q: 3 clusters Score -1353873 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -1353887.625000 Penalty: 3294.723389
	Iteration 29Q: 3 clusters Score -1353888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -1353902.375000 Penalty: 3294.723389
	Iteration 30Q: 3 clusters Score -1353902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -1353905.875000 Penalty: 3294.723389
	Iteration 31Q: 3 clusters Score -1353906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -1353915.750000 Penalty: 3294.723389
	Iteration 32Q: 3 clusters Score -1353916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -1353921.250000 Penalty: 3294.723389
	Iteration 33Q: 3 clusters Score -1353921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -1353924.125000 Penalty: 3294.723389
	Iteration 34Q: 3 clusters Score -1353924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -1353927.125000 Penalty: 3294.723389
	Iteration 35Q: 3 clusters Score -1353927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -1353932.000000 Penalty: 3294.723389
	Iteration 36Q: 3 clusters Score -1353932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -1353934.000000 Penalty: 3294.723389
	Iteration 37Q: 3 clusters Score -1353934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -1353939.000000 Penalty: 3294.723389
	Iteration 38Q: 3 clusters Score -1353939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -1353940.875000 Penalty: 3294.723389
	Iteration 39Q: 3 clusters Score -1353941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -1353943.375000 Penalty: 3294.723389
	Iteration 40F: 3 clusters Score -1353943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -1353950.750000 Penalty: 3294.723389
	Iteration 41Q: 3 clusters Score -1353951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -1353949.875000 Penalty: 3294.723389
	Iteration 42Q: 3 clusters Score -1353950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -1353950.750000 Penalty: 3294.723389
	Iteration 43Q: 3 clusters Score -1353951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -1353953.500000 Penalty: 3294.723389
	Iteration 44Q: 3 clusters Score -1353954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -1353953.250000 Penalty: 3294.723389
	Iteration 45Q: 3 clusters Score -1353953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -1353953.250000 Penalty: 3294.723389
	Iteration 46F: 3 clusters Score -1353953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (148116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148116 members 
Entering Unmasked Estep 
Score: -7716561.500000 Penalty: 1934.684570
	Iteration 0F: 2 clusters Score -7716562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74002 members 
Mstep: Class 2 contains 74114 members 
Entering Unmasked Estep 
Score: -7616737.000000 Penalty: 3869.369141
	Iteration 0F: 3 clusters Score -7616737 nChanged 71464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73276 members 
Mstep: Class 2 contains 74840 members 
Entering Unmasked Estep 
Score: -7658918.000000 Penalty: 3869.369141
	Iteration 1F: 3 clusters Score -7658918 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73076 members 
Mstep: Class 2 contains 75040 members 
Entering Unmasked Estep 
Score: -7659932.500000 Penalty: 3869.369141
	Iteration 2Q: 3 clusters Score -7659932 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72774 members 
Mstep: Class 2 contains 75342 members 
Entering Unmasked Estep 
Score: -7661160.500000 Penalty: 3869.369141
	Iteration 3Q: 3 clusters Score -7661160 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72317 members 
Mstep: Class 2 contains 75799 members 
Entering Unmasked Estep 
Score: -7663006.000000 Penalty: 3869.369141
	Iteration 4Q: 3 clusters Score -7663006 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71654 members 
Mstep: Class 2 contains 76462 members 
Entering Unmasked Estep 
Score: -7666045.000000 Penalty: 3869.369141
	Iteration 5Q: 3 clusters Score -7666045 nChanged 7506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70776 members 
Mstep: Class 2 contains 77340 members 
Entering Unmasked Estep 
Score: -7670433.500000 Penalty: 3869.369141
	Iteration 6F: 3 clusters Score -7670434 nChanged 8972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69756 members 
Mstep: Class 2 contains 78360 members 
Entering Unmasked Estep 
Score: -7676820.500000 Penalty: 3869.369141
	Iteration 7F: 3 clusters Score -7676820 nChanged 9899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68737 members 
Mstep: Class 2 contains 79379 members 
Entering Unmasked Estep 
Score: -7684205.500000 Penalty: 3869.369141
	Iteration 8F: 3 clusters Score -7684206 nChanged 8769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67998 members 
Mstep: Class 2 contains 80118 members 
Entering Unmasked Estep 
Score: -7689026.500000 Penalty: 3869.369141
	Iteration 9F: 3 clusters Score -7689026 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67425 members 
Mstep: Class 2 contains 80691 members 
Entering Unmasked Estep 
Score: -7690818.000000 Penalty: 3869.369141
	Iteration 10Q: 3 clusters Score -7690818 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66864 members 
Mstep: Class 2 contains 81252 members 
Entering Unmasked Estep 
Score: -7691378.000000 Penalty: 3869.369141
	Iteration 11Q: 3 clusters Score -7691378 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66266 members 
Mstep: Class 2 contains 81850 members 
Entering Unmasked Estep 
Score: -7691630.500000 Penalty: 3869.369141
	Iteration 12Q: 3 clusters Score -7691630 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65639 members 
Mstep: Class 2 contains 82477 members 
Entering Unmasked Estep 
Score: -7691902.000000 Penalty: 3869.369141
	Iteration 13Q: 3 clusters Score -7691902 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64914 members 
Mstep: Class 2 contains 83202 members 
Entering Unmasked Estep 
Score: -7692073.500000 Penalty: 3869.369141
	Iteration 14Q: 3 clusters Score -7692074 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64078 members 
Mstep: Class 2 contains 84038 members 
Entering Unmasked Estep 
Score: -7692344.000000 Penalty: 3869.369141
	Iteration 15Q: 3 clusters Score -7692344 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63193 members 
Mstep: Class 2 contains 84923 members 
Entering Unmasked Estep 
Score: -7692613.500000 Penalty: 3869.369141
	Iteration 16Q: 3 clusters Score -7692614 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62210 members 
Mstep: Class 2 contains 85906 members 
Entering Unmasked Estep 
Score: -7692987.500000 Penalty: 3869.369141
	Iteration 17Q: 3 clusters Score -7692988 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61125 members 
Mstep: Class 2 contains 86991 members 
Entering Unmasked Estep 
Score: -7693387.000000 Penalty: 3869.369141
	Iteration 18Q: 3 clusters Score -7693387 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59979 members 
Mstep: Class 2 contains 88137 members 
Entering Unmasked Estep 
Score: -7693784.000000 Penalty: 3869.369141
	Iteration 19Q: 3 clusters Score -7693784 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58784 members 
Mstep: Class 2 contains 89332 members 
Entering Unmasked Estep 
Score: -7694093.500000 Penalty: 3869.369141
	Iteration 20F: 3 clusters Score -7694094 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57574 members 
Mstep: Class 2 contains 90542 members 
Entering Unmasked Estep 
Score: -7694391.500000 Penalty: 3869.369141
	Iteration 21Q: 3 clusters Score -7694392 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56244 members 
Mstep: Class 2 contains 91872 members 
Entering Unmasked Estep 
Score: -7694787.000000 Penalty: 3869.369141
	Iteration 22Q: 3 clusters Score -7694787 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54881 members 
Mstep: Class 2 contains 93235 members 
Entering Unmasked Estep 
Score: -7695211.000000 Penalty: 3869.369141
	Iteration 23Q: 3 clusters Score -7695211 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53488 members 
Mstep: Class 2 contains 94628 members 
Entering Unmasked Estep 
Score: -7695628.000000 Penalty: 3869.369141
	Iteration 24Q: 3 clusters Score -7695628 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52042 members 
Mstep: Class 2 contains 96074 members 
Entering Unmasked Estep 
Score: -7696026.500000 Penalty: 3869.369141
	Iteration 25Q: 3 clusters Score -7696026 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50511 members 
Mstep: Class 2 contains 97605 members 
Entering Unmasked Estep 
Score: -7696427.500000 Penalty: 3869.369141
	Iteration 26Q: 3 clusters Score -7696428 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48995 members 
Mstep: Class 2 contains 99121 members 
Entering Unmasked Estep 
Score: -7696821.000000 Penalty: 3869.369141
	Iteration 27Q: 3 clusters Score -7696821 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47436 members 
Mstep: Class 2 contains 100680 members 
Entering Unmasked Estep 
Score: -7697187.000000 Penalty: 3869.369141
	Iteration 28Q: 3 clusters Score -7697187 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45809 members 
Mstep: Class 2 contains 102307 members 
Entering Unmasked Estep 
Score: -7697671.500000 Penalty: 3869.369141
	Iteration 29Q: 3 clusters Score -7697672 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44093 members 
Mstep: Class 2 contains 104023 members 
Entering Unmasked Estep 
Score: -7698063.500000 Penalty: 3869.369141
	Iteration 30Q: 3 clusters Score -7698064 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42323 members 
Mstep: Class 2 contains 105793 members 
Entering Unmasked Estep 
Score: -7698583.000000 Penalty: 3869.369141
	Iteration 31Q: 3 clusters Score -7698583 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 107658 members 
Entering Unmasked Estep 
Score: -7699107.500000 Penalty: 3869.369141
	Iteration 32Q: 3 clusters Score -7699108 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 109655 members 
Entering Unmasked Estep 
Score: -7699688.000000 Penalty: 3869.369141
	Iteration 33Q: 3 clusters Score -7699688 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 111687 members 
Entering Unmasked Estep 
Score: -7700371.000000 Penalty: 3869.369141
	Iteration 34Q: 3 clusters Score -7700371 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 113766 members 
Entering Unmasked Estep 
Score: -7701046.500000 Penalty: 3869.369141
	Iteration 35Q: 3 clusters Score -7701046 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 115802 members 
Entering Unmasked Estep 
Score: -7701700.000000 Penalty: 3869.369141
	Iteration 36Q: 3 clusters Score -7701700 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 117888 members 
Entering Unmasked Estep 
Score: -7702426.000000 Penalty: 3869.369141
	Iteration 37Q: 3 clusters Score -7702426 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 120040 members 
Entering Unmasked Estep 
Score: -7703208.000000 Penalty: 3869.369141
	Iteration 38Q: 3 clusters Score -7703208 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 122135 members 
Entering Unmasked Estep 
Score: -7703987.000000 Penalty: 3869.369141
	Iteration 39Q: 3 clusters Score -7703987 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 124225 members 
Entering Unmasked Estep 
Score: -7704796.000000 Penalty: 3869.369141
	Iteration 40F: 3 clusters Score -7704796 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 126304 members 
Entering Unmasked Estep 
Score: -7705603.500000 Penalty: 3869.369141
	Iteration 41Q: 3 clusters Score -7705604 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 128249 members 
Entering Unmasked Estep 
Score: -7706270.500000 Penalty: 3869.369141
	Iteration 42Q: 3 clusters Score -7706270 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 130091 members 
Entering Unmasked Estep 
Score: -7707023.500000 Penalty: 3869.369141
	Iteration 43Q: 3 clusters Score -7707024 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 131925 members 
Entering Unmasked Estep 
Score: -7707748.000000 Penalty: 3869.369141
	Iteration 44Q: 3 clusters Score -7707748 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 133710 members 
Entering Unmasked Estep 
Score: -7708499.000000 Penalty: 3869.369141
	Iteration 45Q: 3 clusters Score -7708499 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 135450 members 
Entering Unmasked Estep 
Score: -7709324.500000 Penalty: 3869.369141
	Iteration 46Q: 3 clusters Score -7709324 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 137056 members 
Entering Unmasked Estep 
Score: -7710010.500000 Penalty: 3869.369141
	Iteration 47Q: 3 clusters Score -7710010 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 138508 members 
Entering Unmasked Estep 
Score: -7710710.000000 Penalty: 3869.369141
	Iteration 48Q: 3 clusters Score -7710710 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 139851 members 
Entering Unmasked Estep 
Score: -7711325.500000 Penalty: 3869.369141
	Iteration 49Q: 3 clusters Score -7711326 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 141069 members 
Entering Unmasked Estep 
Score: -7711948.000000 Penalty: 3869.369141
	Iteration 50Q: 3 clusters Score -7711948 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 142150 members 
Entering Unmasked Estep 
Score: -7712409.500000 Penalty: 3869.369141
	Iteration 51Q: 3 clusters Score -7712410 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 143003 members 
Entering Unmasked Estep 
Score: -7712815.500000 Penalty: 3869.369141
	Iteration 52Q: 3 clusters Score -7712816 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 143697 members 
Entering Unmasked Estep 
Score: -7713151.000000 Penalty: 3869.369141
	Iteration 53Q: 3 clusters Score -7713151 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 144307 members 
Entering Unmasked Estep 
Score: -7713457.000000 Penalty: 3869.369141
	Iteration 54Q: 3 clusters Score -7713457 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 144818 members 
Entering Unmasked Estep 
Score: -7713678.000000 Penalty: 3869.369141
	Iteration 55Q: 3 clusters Score -7713678 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 145269 members 
Entering Unmasked Estep 
Score: -7713907.000000 Penalty: 3869.369141
	Iteration 56Q: 3 clusters Score -7713907 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 145636 members 
Entering Unmasked Estep 
Score: -7714098.000000 Penalty: 3869.369141
	Iteration 57Q: 3 clusters Score -7714098 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 145932 members 
Entering Unmasked Estep 
Score: -7714257.000000 Penalty: 3869.369141
	Iteration 58Q: 3 clusters Score -7714257 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 146198 members 
Entering Unmasked Estep 
Score: -7714384.500000 Penalty: 3869.369141
	Iteration 59Q: 3 clusters Score -7714384 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 146379 members 
Entering Unmasked Estep 
Score: -7714472.500000 Penalty: 3869.369141
	Iteration 60F: 3 clusters Score -7714472 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 146532 members 
Entering Unmasked Estep 
Score: -7714522.500000 Penalty: 3869.369141
	Iteration 61Q: 3 clusters Score -7714522 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 146660 members 
Entering Unmasked Estep 
Score: -7714569.500000 Penalty: 3869.369141
	Iteration 62Q: 3 clusters Score -7714570 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 146785 members 
Entering Unmasked Estep 
Score: -7714618.500000 Penalty: 3869.369141
	Iteration 63Q: 3 clusters Score -7714618 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 146876 members 
Entering Unmasked Estep 
Score: -7714664.500000 Penalty: 3869.369141
	Iteration 64Q: 3 clusters Score -7714664 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 146949 members 
Entering Unmasked Estep 
Score: -7714694.500000 Penalty: 3869.369141
	Iteration 65Q: 3 clusters Score -7714694 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 147011 members 
Entering Unmasked Estep 
Score: -7714725.000000 Penalty: 3869.369141
	Iteration 66Q: 3 clusters Score -7714725 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 147069 members 
Entering Unmasked Estep 
Score: -7714750.000000 Penalty: 3869.369141
	Iteration 67Q: 3 clusters Score -7714750 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 147108 members 
Entering Unmasked Estep 
Score: -7714759.500000 Penalty: 3869.369141
	Iteration 68Q: 3 clusters Score -7714760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 147147 members 
Entering Unmasked Estep 
Score: -7714777.500000 Penalty: 3869.369141
	Iteration 69Q: 3 clusters Score -7714778 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 147181 members 
Entering Unmasked Estep 
Score: -7714783.000000 Penalty: 3869.369141
	Iteration 70Q: 3 clusters Score -7714783 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 147221 members 
Entering Unmasked Estep 
Score: -7714791.000000 Penalty: 3869.369141
	Iteration 71Q: 3 clusters Score -7714791 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 147255 members 
Entering Unmasked Estep 
Score: -7714811.000000 Penalty: 3869.369141
	Iteration 72Q: 3 clusters Score -7714811 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 147283 members 
Entering Unmasked Estep 
Score: -7714819.000000 Penalty: 3869.369141
	Iteration 73Q: 3 clusters Score -7714819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 147304 members 
Entering Unmasked Estep 
Score: -7714819.500000 Penalty: 3869.369141
	Iteration 74Q: 3 clusters Score -7714820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 147311 members 
Entering Unmasked Estep 
Score: -7714819.500000 Penalty: 3869.369141
	Iteration 75Q: 3 clusters Score -7714820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 147315 members 
Entering Unmasked Estep 
Score: -7714821.500000 Penalty: 3869.369141
	Iteration 76Q: 3 clusters Score -7714822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 147318 members 
Entering Unmasked Estep 
Score: -7714821.500000 Penalty: 3869.369141
	Iteration 77Q: 3 clusters Score -7714822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 147319 members 
Entering Unmasked Estep 
Score: -7714818.500000 Penalty: 3869.369141
	Iteration 78Q: 3 clusters Score -7714818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 147320 members 
Entering Unmasked Estep 
Score: -7714821.500000 Penalty: 3869.369141
	Iteration 79Q: 3 clusters Score -7714822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 147321 members 
Entering Unmasked Estep 
Score: -7714817.500000 Penalty: 3869.369141
	Iteration 80F: 3 clusters Score -7714818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (102762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102762 members 
Entering Unmasked Estep 
Score: -5268995.500000 Penalty: 1875.277710
	Iteration 0F: 2 clusters Score -5268996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51063 members 
Mstep: Class 2 contains 51699 members 
Entering Unmasked Estep 
Score: -5200145.500000 Penalty: 3750.555420
	Iteration 0F: 3 clusters Score -5200146 nChanged 49435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 58342 members 
Entering Unmasked Estep 
Score: -5230160.500000 Penalty: 3750.555420
	Iteration 1F: 3 clusters Score -5230160 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 62418 members 
Entering Unmasked Estep 
Score: -5232779.000000 Penalty: 3750.555420
	Iteration 2F: 3 clusters Score -5232779 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 68217 members 
Entering Unmasked Estep 
Score: -5237411.500000 Penalty: 3750.555420
	Iteration 3F: 3 clusters Score -5237412 nChanged 8467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 75650 members 
Entering Unmasked Estep 
Score: -5244319.500000 Penalty: 3750.555420
	Iteration 4F: 3 clusters Score -5244320 nChanged 8555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 83439 members 
Entering Unmasked Estep 
Score: -5252117.500000 Penalty: 3750.555420
	Iteration 5F: 3 clusters Score -5252118 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 89820 members 
Entering Unmasked Estep 
Score: -5258476.000000 Penalty: 3750.555420
	Iteration 6F: 3 clusters Score -5258476 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 93900 members 
Entering Unmasked Estep 
Score: -5262577.500000 Penalty: 3750.555420
	Iteration 7Q: 3 clusters Score -5262578 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 96303 members 
Entering Unmasked Estep 
Score: -5264898.500000 Penalty: 3750.555420
	Iteration 8Q: 3 clusters Score -5264898 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 97646 members 
Entering Unmasked Estep 
Score: -5266101.000000 Penalty: 3750.555420
	Iteration 9Q: 3 clusters Score -5266101 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 98437 members 
Entering Unmasked Estep 
Score: -5266683.000000 Penalty: 3750.555420
	Iteration 10Q: 3 clusters Score -5266683 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 98968 members 
Entering Unmasked Estep 
Score: -5267025.500000 Penalty: 3750.555420
	Iteration 11Q: 3 clusters Score -5267026 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 99373 members 
Entering Unmasked Estep 
Score: -5267192.000000 Penalty: 3750.555420
	Iteration 12Q: 3 clusters Score -5267192 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 99676 members 
Entering Unmasked Estep 
Score: -5267338.000000 Penalty: 3750.555420
	Iteration 13Q: 3 clusters Score -5267338 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 99942 members 
Entering Unmasked Estep 
Score: -5267431.000000 Penalty: 3750.555420
	Iteration 14Q: 3 clusters Score -5267431 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 100142 members 
Entering Unmasked Estep 
Score: -5267508.000000 Penalty: 3750.555420
	Iteration 15Q: 3 clusters Score -5267508 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 100294 members 
Entering Unmasked Estep 
Score: -5267548.500000 Penalty: 3750.555420
	Iteration 16Q: 3 clusters Score -5267548 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 100412 members 
Entering Unmasked Estep 
Score: -5267594.000000 Penalty: 3750.555420
	Iteration 17Q: 3 clusters Score -5267594 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 100519 members 
Entering Unmasked Estep 
Score: -5267629.500000 Penalty: 3750.555420
	Iteration 18Q: 3 clusters Score -5267630 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 100602 members 
Entering Unmasked Estep 
Score: -5267658.000000 Penalty: 3750.555420
	Iteration 19Q: 3 clusters Score -5267658 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 100681 members 
Entering Unmasked Estep 
Score: -5267723.000000 Penalty: 3750.555420
	Iteration 20F: 3 clusters Score -5267723 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 100762 members 
Entering Unmasked Estep 
Score: -5267742.500000 Penalty: 3750.555420
	Iteration 21Q: 3 clusters Score -5267742 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 100824 members 
Entering Unmasked Estep 
Score: -5267762.000000 Penalty: 3750.555420
	Iteration 22Q: 3 clusters Score -5267762 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 100878 members 
Entering Unmasked Estep 
Score: -5267764.500000 Penalty: 3750.555420
	Iteration 23Q: 3 clusters Score -5267764 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 100907 members 
Entering Unmasked Estep 
Score: -5267758.500000 Penalty: 3750.555420
	Iteration 24Q: 3 clusters Score -5267758 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 100938 members 
Entering Unmasked Estep 
Score: -5267771.000000 Penalty: 3750.555420
	Iteration 25Q: 3 clusters Score -5267771 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 100968 members 
Entering Unmasked Estep 
Score: -5267776.500000 Penalty: 3750.555420
	Iteration 26Q: 3 clusters Score -5267776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 100991 members 
Entering Unmasked Estep 
Score: -5267781.000000 Penalty: 3750.555420
	Iteration 27Q: 3 clusters Score -5267781 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 101015 members 
Entering Unmasked Estep 
Score: -5267782.500000 Penalty: 3750.555420
	Iteration 28Q: 3 clusters Score -5267782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 101035 members 
Entering Unmasked Estep 
Score: -5267800.500000 Penalty: 3750.555420
	Iteration 29Q: 3 clusters Score -5267800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 101052 members 
Entering Unmasked Estep 
Score: -5267793.500000 Penalty: 3750.555420
	Iteration 30Q: 3 clusters Score -5267794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 101060 members 
Entering Unmasked Estep 
Score: -5267801.500000 Penalty: 3750.555420
	Iteration 31Q: 3 clusters Score -5267802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 101074 members 
Entering Unmasked Estep 
Score: -5267798.000000 Penalty: 3750.555420
	Iteration 32Q: 3 clusters Score -5267798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 101082 members 
Entering Unmasked Estep 
Score: -5267799.000000 Penalty: 3750.555420
	Iteration 33Q: 3 clusters Score -5267799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 101091 members 
Entering Unmasked Estep 
Score: -5267800.000000 Penalty: 3750.555420
	Iteration 34Q: 3 clusters Score -5267800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 101099 members 
Entering Unmasked Estep 
Score: -5267799.500000 Penalty: 3750.555420
	Iteration 35Q: 3 clusters Score -5267800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 101107 members 
Entering Unmasked Estep 
Score: -5267801.500000 Penalty: 3750.555420
	Iteration 36Q: 3 clusters Score -5267802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 101108 members 
Entering Unmasked Estep 
Score: -5267803.000000 Penalty: 3750.555420
	Iteration 37Q: 3 clusters Score -5267803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 101108 members 
Entering Unmasked Estep 
Score: -5267803.000000 Penalty: 3750.555420
	Iteration 38F: 3 clusters Score -5267803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Entering Unmasked Estep 
Score: -188849.046875 Penalty: 1333.481079
	Iteration 0F: 2 clusters Score -188849 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 1856 members 
Entering Unmasked Estep 
Score: -185759.765625 Penalty: 2666.962158
	Iteration 0F: 3 clusters Score -185759.8 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -186540.562500 Penalty: 2666.962158
	Iteration 1F: 3 clusters Score -186540.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -186663.125000 Penalty: 2666.962158
	Iteration 2F: 3 clusters Score -186663.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -186742.906250 Penalty: 2666.962158
	Iteration 3Q: 3 clusters Score -186742.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -186815.921875 Penalty: 2666.962158
	Iteration 4Q: 3 clusters Score -186815.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -186875.453125 Penalty: 2666.962158
	Iteration 5Q: 3 clusters Score -186875.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -186930.937500 Penalty: 2666.962158
	Iteration 6Q: 3 clusters Score -186930.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -186990.812500 Penalty: 2666.962158
	Iteration 7Q: 3 clusters Score -186990.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -187048.218750 Penalty: 2666.962158
	Iteration 8Q: 3 clusters Score -187048.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -187100.406250 Penalty: 2666.962158
	Iteration 9Q: 3 clusters Score -187100.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -187145.218750 Penalty: 2666.962158
	Iteration 10Q: 3 clusters Score -187145.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -187195.265625 Penalty: 2666.962158
	Iteration 11Q: 3 clusters Score -187195.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -187250.187500 Penalty: 2666.962158
	Iteration 12Q: 3 clusters Score -187250.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -187305.859375 Penalty: 2666.962158
	Iteration 13Q: 3 clusters Score -187305.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -187359.000000 Penalty: 2666.962158
	Iteration 14Q: 3 clusters Score -187359 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -187404.890625 Penalty: 2666.962158
	Iteration 15Q: 3 clusters Score -187404.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -187444.515625 Penalty: 2666.962158
	Iteration 16Q: 3 clusters Score -187444.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -187486.703125 Penalty: 2666.962158
	Iteration 17Q: 3 clusters Score -187486.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -187523.437500 Penalty: 2666.962158
	Iteration 18Q: 3 clusters Score -187523.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -187554.140625 Penalty: 2666.962158
	Iteration 19Q: 3 clusters Score -187554.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -187576.281250 Penalty: 2666.962158
	Iteration 20F: 3 clusters Score -187576.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -187596.250000 Penalty: 2666.962158
	Iteration 21Q: 3 clusters Score -187596.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -187613.390625 Penalty: 2666.962158
	Iteration 22Q: 3 clusters Score -187613.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -187624.046875 Penalty: 2666.962158
	Iteration 23Q: 3 clusters Score -187624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -187634.593750 Penalty: 2666.962158
	Iteration 24Q: 3 clusters Score -187634.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -187642.093750 Penalty: 2666.962158
	Iteration 25Q: 3 clusters Score -187642.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -187649.375000 Penalty: 2666.962158
	Iteration 26Q: 3 clusters Score -187649.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -187652.515625 Penalty: 2666.962158
	Iteration 27Q: 3 clusters Score -187652.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -187654.062500 Penalty: 2666.962158
	Iteration 28Q: 3 clusters Score -187654.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -187655.406250 Penalty: 2666.962158
	Iteration 29Q: 3 clusters Score -187655.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -187657.875000 Penalty: 2666.962158
	Iteration 30Q: 3 clusters Score -187657.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -187659.453125 Penalty: 2666.962158
	Iteration 31Q: 3 clusters Score -187659.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -187660.171875 Penalty: 2666.962158
	Iteration 32Q: 3 clusters Score -187660.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -187661.890625 Penalty: 2666.962158
	Iteration 33Q: 3 clusters Score -187661.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -187664.296875 Penalty: 2666.962158
	Iteration 34Q: 3 clusters Score -187664.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -187666.343750 Penalty: 2666.962158
	Iteration 35Q: 3 clusters Score -187666.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -187671.609375 Penalty: 2666.962158
	Iteration 36Q: 3 clusters Score -187671.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -187673.140625 Penalty: 2666.962158
	Iteration 37Q: 3 clusters Score -187673.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -187677.093750 Penalty: 2666.962158
	Iteration 38Q: 3 clusters Score -187677.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -187682.296875 Penalty: 2666.962158
	Iteration 39Q: 3 clusters Score -187682.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -187686.781250 Penalty: 2666.962158
	Iteration 40F: 3 clusters Score -187686.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -187689.515625 Penalty: 2666.962158
	Iteration 41Q: 3 clusters Score -187689.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -187695.359375 Penalty: 2666.962158
	Iteration 42Q: 3 clusters Score -187695.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -187701.828125 Penalty: 2666.962158
	Iteration 43Q: 3 clusters Score -187701.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -187706.390625 Penalty: 2666.962158
	Iteration 44Q: 3 clusters Score -187706.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -187710.828125 Penalty: 2666.962158
	Iteration 45Q: 3 clusters Score -187710.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -187712.234375 Penalty: 2666.962158
	Iteration 46Q: 3 clusters Score -187712.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -187715.875000 Penalty: 2666.962158
	Iteration 47Q: 3 clusters Score -187715.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -187719.234375 Penalty: 2666.962158
	Iteration 48Q: 3 clusters Score -187719.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -187720.234375 Penalty: 2666.962158
	Iteration 49Q: 3 clusters Score -187720.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -187720.843750 Penalty: 2666.962158
	Iteration 50Q: 3 clusters Score -187720.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -187720.843750 Penalty: 2666.962158
	Iteration 51F: 3 clusters Score -187720.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (61975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61975 members 
Entering Unmasked Estep 
Score: -3240738.000000 Penalty: 1793.104126
	Iteration 0F: 2 clusters Score -3240738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
Score: -3199263.500000 Penalty: 3586.208252
	Iteration 0F: 3 clusters Score -3199264 nChanged 29393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -3216093.000000 Penalty: 3586.208252
	Iteration 1F: 3 clusters Score -3216093 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -3216705.000000 Penalty: 3586.208252
	Iteration 2Q: 3 clusters Score -3216705 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -3217432.250000 Penalty: 3586.208252
	Iteration 3Q: 3 clusters Score -3217432 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -3218366.000000 Penalty: 3586.208252
	Iteration 4Q: 3 clusters Score -3218366 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -3219659.000000 Penalty: 3586.208252
	Iteration 5Q: 3 clusters Score -3219659 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -3221612.250000 Penalty: 3586.208252
	Iteration 6F: 3 clusters Score -3221612 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -3224160.250000 Penalty: 3586.208252
	Iteration 7F: 3 clusters Score -3224160 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 43004 members 
Entering Unmasked Estep 
Score: -3226846.000000 Penalty: 3586.208252
	Iteration 8F: 3 clusters Score -3226846 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 45035 members 
Entering Unmasked Estep 
Score: -3228991.750000 Penalty: 3586.208252
	Iteration 9F: 3 clusters Score -3228992 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 46642 members 
Entering Unmasked Estep 
Score: -3230455.500000 Penalty: 3586.208252
	Iteration 10Q: 3 clusters Score -3230456 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 48031 members 
Entering Unmasked Estep 
Score: -3231338.250000 Penalty: 3586.208252
	Iteration 11Q: 3 clusters Score -3231338 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 49339 members 
Entering Unmasked Estep 
Score: -3231966.750000 Penalty: 3586.208252
	Iteration 12Q: 3 clusters Score -3231967 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 50619 members 
Entering Unmasked Estep 
Score: -3232588.750000 Penalty: 3586.208252
	Iteration 13Q: 3 clusters Score -3232589 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 51919 members 
Entering Unmasked Estep 
Score: -3233167.250000 Penalty: 3586.208252
	Iteration 14Q: 3 clusters Score -3233167 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 53225 members 
Entering Unmasked Estep 
Score: -3233808.750000 Penalty: 3586.208252
	Iteration 15Q: 3 clusters Score -3233809 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 54469 members 
Entering Unmasked Estep 
Score: -3234482.250000 Penalty: 3586.208252
	Iteration 16Q: 3 clusters Score -3234482 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 55701 members 
Entering Unmasked Estep 
Score: -3235201.250000 Penalty: 3586.208252
	Iteration 17Q: 3 clusters Score -3235201 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 56891 members 
Entering Unmasked Estep 
Score: -3235966.500000 Penalty: 3586.208252
	Iteration 18Q: 3 clusters Score -3235966 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 57986 members 
Entering Unmasked Estep 
Score: -3236720.250000 Penalty: 3586.208252
	Iteration 19Q: 3 clusters Score -3236720 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 58895 members 
Entering Unmasked Estep 
Score: -3237353.000000 Penalty: 3586.208252
	Iteration 20F: 3 clusters Score -3237353 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 59614 members 
Entering Unmasked Estep 
Score: -3237864.500000 Penalty: 3586.208252
	Iteration 21Q: 3 clusters Score -3237864 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 60153 members 
Entering Unmasked Estep 
Score: -3238244.000000 Penalty: 3586.208252
	Iteration 22Q: 3 clusters Score -3238244 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 60559 members 
Entering Unmasked Estep 
Score: -3238521.750000 Penalty: 3586.208252
	Iteration 23Q: 3 clusters Score -3238522 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 60847 members 
Entering Unmasked Estep 
Score: -3238730.000000 Penalty: 3586.208252
	Iteration 24Q: 3 clusters Score -3238730 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 61046 members 
Entering Unmasked Estep 
Score: -3238882.250000 Penalty: 3586.208252
	Iteration 25Q: 3 clusters Score -3238882 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 61171 members 
Entering Unmasked Estep 
Score: -3238958.750000 Penalty: 3586.208252
	Iteration 26Q: 3 clusters Score -3238959 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 61262 members 
Entering Unmasked Estep 
Score: -3239020.250000 Penalty: 3586.208252
	Iteration 27Q: 3 clusters Score -3239020 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 61326 members 
Entering Unmasked Estep 
Score: -3239068.500000 Penalty: 3586.208252
	Iteration 28Q: 3 clusters Score -3239068 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 61361 members 
Entering Unmasked Estep 
Score: -3239094.500000 Penalty: 3586.208252
	Iteration 29Q: 3 clusters Score -3239094 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 61396 members 
Entering Unmasked Estep 
Score: -3239106.750000 Penalty: 3586.208252
	Iteration 30Q: 3 clusters Score -3239107 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 61419 members 
Entering Unmasked Estep 
Score: -3239116.000000 Penalty: 3586.208252
	Iteration 31Q: 3 clusters Score -3239116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 61437 members 
Entering Unmasked Estep 
Score: -3239128.000000 Penalty: 3586.208252
	Iteration 32Q: 3 clusters Score -3239128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 61451 members 
Entering Unmasked Estep 
Score: -3239133.000000 Penalty: 3586.208252
	Iteration 33Q: 3 clusters Score -3239133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 61458 members 
Entering Unmasked Estep 
Score: -3239137.500000 Penalty: 3586.208252
	Iteration 34Q: 3 clusters Score -3239138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 61465 members 
Entering Unmasked Estep 
Score: -3239144.250000 Penalty: 3586.208252
	Iteration 35Q: 3 clusters Score -3239144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 61471 members 
Entering Unmasked Estep 
Score: -3239151.250000 Penalty: 3586.208252
	Iteration 36Q: 3 clusters Score -3239151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 61483 members 
Entering Unmasked Estep 
Score: -3239158.750000 Penalty: 3586.208252
	Iteration 37Q: 3 clusters Score -3239159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 61494 members 
Entering Unmasked Estep 
Score: -3239162.500000 Penalty: 3586.208252
	Iteration 38Q: 3 clusters Score -3239162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 61506 members 
Entering Unmasked Estep 
Score: -3239177.750000 Penalty: 3586.208252
	Iteration 39Q: 3 clusters Score -3239178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 61516 members 
Entering Unmasked Estep 
Score: -3239184.000000 Penalty: 3586.208252
	Iteration 40F: 3 clusters Score -3239184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 61519 members 
Entering Unmasked Estep 
Score: -3239184.750000 Penalty: 3586.208252
	Iteration 41Q: 3 clusters Score -3239185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 61520 members 
Entering Unmasked Estep 
Score: -3239187.500000 Penalty: 3586.208252
	Iteration 42Q: 3 clusters Score -3239188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 61523 members 
Entering Unmasked Estep 
Score: -3239192.500000 Penalty: 3586.208252
	Iteration 43Q: 3 clusters Score -3239192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 61527 members 
Entering Unmasked Estep 
Score: -3239188.750000 Penalty: 3586.208252
	Iteration 44Q: 3 clusters Score -3239189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 61529 members 
Entering Unmasked Estep 
Score: -3239190.000000 Penalty: 3586.208252
	Iteration 45Q: 3 clusters Score -3239190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 61534 members 
Entering Unmasked Estep 
Score: -3239191.000000 Penalty: 3586.208252
	Iteration 46Q: 3 clusters Score -3239191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 61535 members 
Entering Unmasked Estep 
Score: -3239193.250000 Penalty: 3586.208252
	Iteration 47Q: 3 clusters Score -3239193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 61536 members 
Entering Unmasked Estep 
Score: -3239196.250000 Penalty: 3586.208252
	Iteration 48Q: 3 clusters Score -3239196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 61537 members 
Entering Unmasked Estep 
Score: -3239198.750000 Penalty: 3586.208252
	Iteration 49Q: 3 clusters Score -3239199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 61538 members 
Entering Unmasked Estep 
Score: -3239199.250000 Penalty: 3586.208252
	Iteration 50Q: 3 clusters Score -3239199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 61538 members 
Entering Unmasked Estep 
Score: -3239199.250000 Penalty: 3586.208252
	Iteration 51F: 3 clusters Score -3239199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Entering Unmasked Estep 
Score: -1029684.125000 Penalty: 1603.325195
	Iteration 0F: 2 clusters Score -1029684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1016558.000000 Penalty: 3206.650391
	Iteration 0F: 3 clusters Score -1016558 nChanged 8708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1021295.437500 Penalty: 3206.650391
	Iteration 1F: 3 clusters Score -1021295 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1021652.812500 Penalty: 3206.650391
	Iteration 2Q: 3 clusters Score -1021653 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1022055.562500 Penalty: 3206.650391
	Iteration 3Q: 3 clusters Score -1022056 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1022549.125000 Penalty: 3206.650391
	Iteration 4Q: 3 clusters Score -1022549 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1023110.000000 Penalty: 3206.650391
	Iteration 5F: 3 clusters Score -1023110 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1023739.312500 Penalty: 3206.650391
	Iteration 6F: 3 clusters Score -1023739 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1024445.437500 Penalty: 3206.650391
	Iteration 7F: 3 clusters Score -1024445 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1025221.937500 Penalty: 3206.650391
	Iteration 8F: 3 clusters Score -1025222 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1025955.000000 Penalty: 3206.650391
	Iteration 9F: 3 clusters Score -1025955 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1026510.000000 Penalty: 3206.650391
	Iteration 10Q: 3 clusters Score -1026510 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1026862.750000 Penalty: 3206.650391
	Iteration 11Q: 3 clusters Score -1026863 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1027053.875000 Penalty: 3206.650391
	Iteration 12Q: 3 clusters Score -1027054 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1027167.750000 Penalty: 3206.650391
	Iteration 13Q: 3 clusters Score -1027168 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1027252.187500 Penalty: 3206.650391
	Iteration 14Q: 3 clusters Score -1027252 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1027315.687500 Penalty: 3206.650391
	Iteration 15Q: 3 clusters Score -1027316 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1027357.812500 Penalty: 3206.650391
	Iteration 16Q: 3 clusters Score -1027358 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1027385.937500 Penalty: 3206.650391
	Iteration 17Q: 3 clusters Score -1027386 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1027411.687500 Penalty: 3206.650391
	Iteration 18Q: 3 clusters Score -1027412 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1027439.562500 Penalty: 3206.650391
	Iteration 19Q: 3 clusters Score -1027440 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1027463.437500 Penalty: 3206.650391
	Iteration 20F: 3 clusters Score -1027463 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1027484.312500 Penalty: 3206.650391
	Iteration 21Q: 3 clusters Score -1027484 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1027503.312500 Penalty: 3206.650391
	Iteration 22Q: 3 clusters Score -1027503 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1027517.500000 Penalty: 3206.650391
	Iteration 23Q: 3 clusters Score -1027518 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1027519.437500 Penalty: 3206.650391
	Iteration 24Q: 3 clusters Score -1027519 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1027528.937500 Penalty: 3206.650391
	Iteration 25Q: 3 clusters Score -1027529 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1027542.625000 Penalty: 3206.650391
	Iteration 26Q: 3 clusters Score -1027543 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1027547.562500 Penalty: 3206.650391
	Iteration 27Q: 3 clusters Score -1027548 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1027549.625000 Penalty: 3206.650391
	Iteration 28Q: 3 clusters Score -1027550 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1027563.312500 Penalty: 3206.650391
	Iteration 29Q: 3 clusters Score -1027563 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1027571.250000 Penalty: 3206.650391
	Iteration 30Q: 3 clusters Score -1027571 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1027577.312500 Penalty: 3206.650391
	Iteration 31Q: 3 clusters Score -1027577 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1027585.687500 Penalty: 3206.650391
	Iteration 32Q: 3 clusters Score -1027586 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1027588.562500 Penalty: 3206.650391
	Iteration 33Q: 3 clusters Score -1027589 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1027592.250000 Penalty: 3206.650391
	Iteration 34Q: 3 clusters Score -1027592 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1027597.937500 Penalty: 3206.650391
	Iteration 35Q: 3 clusters Score -1027598 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1027603.562500 Penalty: 3206.650391
	Iteration 36Q: 3 clusters Score -1027604 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1027608.500000 Penalty: 3206.650391
	Iteration 37Q: 3 clusters Score -1027608 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1027612.875000 Penalty: 3206.650391
	Iteration 38Q: 3 clusters Score -1027613 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1027620.500000 Penalty: 3206.650391
	Iteration 39Q: 3 clusters Score -1027620 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1027623.625000 Penalty: 3206.650391
	Iteration 40F: 3 clusters Score -1027624 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1027628.812500 Penalty: 3206.650391
	Iteration 41Q: 3 clusters Score -1027629 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1027635.125000 Penalty: 3206.650391
	Iteration 42Q: 3 clusters Score -1027635 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1027633.312500 Penalty: 3206.650391
	Iteration 43Q: 3 clusters Score -1027633 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1027641.562500 Penalty: 3206.650391
	Iteration 44Q: 3 clusters Score -1027642 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1027642.187500 Penalty: 3206.650391
	Iteration 45Q: 3 clusters Score -1027642 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1027646.250000 Penalty: 3206.650391
	Iteration 46Q: 3 clusters Score -1027646 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1027647 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1027650 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1027653 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1027653 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1027652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1027659 nChanged 35
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Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1027661 nChanged 35
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Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1027664 nChanged 34
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Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1027668 nChanged 44
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1027675 nChanged 42
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Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1027678 nChanged 47
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Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1027684 nChanged 63
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Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1027692 nChanged 58
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Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1027702 nChanged 65
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Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1027710 nChanged 54
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Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1027719 nChanged 61
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Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1027730 nChanged 50
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Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1027735 nChanged 47
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Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1027742 nChanged 47
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Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1027746 nChanged 52
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Mstep: Class 1 contains 14072 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1027756 nChanged 67
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Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1027765 nChanged 67
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Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 5070 members 
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	Iteration 69Q: 3 clusters Score -1027777 nChanged 64
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Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 5006 members 
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	Iteration 70Q: 3 clusters Score -1027790 nChanged 74
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Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 4932 members 
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	Iteration 71Q: 3 clusters Score -1027803 nChanged 85
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Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 4849 members 
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	Iteration 72Q: 3 clusters Score -1027813 nChanged 89
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Mstep: Class 1 contains 14516 members 
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	Iteration 73Q: 3 clusters Score -1027827 nChanged 82
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Mstep: Class 1 contains 14598 members 
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	Iteration 74Q: 3 clusters Score -1027842 nChanged 73
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	Iteration 75Q: 3 clusters Score -1027853 nChanged 71
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Mstep: Class 1 contains 14740 members 
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	Iteration 76Q: 3 clusters Score -1027867 nChanged 75
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Mstep: Class 1 contains 15026 members 
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	Iteration 80F: 3 clusters Score -1027911 nChanged 79
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Mstep: Class 1 contains 15105 members 
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Mstep: Class 1 contains 15187 members 
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Mstep: Class 1 contains 15263 members 
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	Iteration 83Q: 3 clusters Score -1027951 nChanged 76
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Mstep: Class 1 contains 15337 members 
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	Iteration 84Q: 3 clusters Score -1027966 nChanged 73
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Mstep: Class 1 contains 15410 members 
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Mstep: Class 1 contains 15488 members 
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Mstep: Class 1 contains 15557 members 
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Mstep: Class 1 contains 15612 members 
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Mstep: Class 1 contains 15672 members 
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Mstep: Class 1 contains 15724 members 
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Mstep: Class 1 contains 15782 members 
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Mstep: Class 1 contains 15839 members 
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Mstep: Class 1 contains 15950 members 
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	Iteration 94Q: 3 clusters Score -1028078 nChanged 60
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Mstep: Class 1 contains 16010 members 
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	Iteration 95Q: 3 clusters Score -1028088 nChanged 63
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	Iteration 96Q: 3 clusters Score -1028101 nChanged 57
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	Iteration 97Q: 3 clusters Score -1028112 nChanged 64
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	Iteration 98Q: 3 clusters Score -1028128 nChanged 58
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	Iteration 99Q: 3 clusters Score -1028141 nChanged 68
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	Iteration 100F: 3 clusters Score -1028152 nChanged 76
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	Iteration 101Q: 3 clusters Score -1028174 nChanged 81
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	Iteration 102Q: 3 clusters Score -1028193 nChanged 62
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Mstep: Class 1 contains 16533 members 
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	Iteration 103Q: 3 clusters Score -1028212 nChanged 66
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Mstep: Class 1 contains 16599 members 
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	Iteration 104Q: 3 clusters Score -1028225 nChanged 69
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Mstep: Class 1 contains 16666 members 
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	Iteration 105Q: 3 clusters Score -1028244 nChanged 73
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Mstep: Class 1 contains 16739 members 
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	Iteration 106Q: 3 clusters Score -1028259 nChanged 70
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Mstep: Class 1 contains 16807 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1028276 nChanged 55
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Mstep: Class 1 contains 16862 members 
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	Iteration 108Q: 3 clusters Score -1028288 nChanged 59
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Mstep: Class 1 contains 16921 members 
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	Iteration 109Q: 3 clusters Score -1028301 nChanged 45
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	Iteration 110Q: 3 clusters Score -1028313 nChanged 32
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	Iteration 111Q: 3 clusters Score -1028319 nChanged 27
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Mstep: Class 1 contains 17023 members 
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	Iteration 112Q: 3 clusters Score -1028323 nChanged 29
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	Iteration 113Q: 3 clusters Score -1028332 nChanged 32
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	Iteration 114Q: 3 clusters Score -1028342 nChanged 24
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	Iteration 115Q: 3 clusters Score -1028344 nChanged 21
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	Iteration 116Q: 3 clusters Score -1028348 nChanged 17
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	Iteration 117Q: 3 clusters Score -1028352 nChanged 20
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	Iteration 118Q: 3 clusters Score -1028355 nChanged 23
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	Iteration 119Q: 3 clusters Score -1028360 nChanged 26
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	Iteration 120F: 3 clusters Score -1028363 nChanged 35
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	Iteration 121Q: 3 clusters Score -1028374 nChanged 36
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	Iteration 122Q: 3 clusters Score -1028384 nChanged 29
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	Iteration 123Q: 3 clusters Score -1028393 nChanged 32
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	Iteration 124Q: 3 clusters Score -1028395 nChanged 41
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	Iteration 125Q: 3 clusters Score -1028403 nChanged 25
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	Iteration 126Q: 3 clusters Score -1028404 nChanged 17
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	Iteration 127Q: 3 clusters Score -1028411 nChanged 14
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	Iteration 128Q: 3 clusters Score -1028414 nChanged 15
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	Iteration 129Q: 3 clusters Score -1028415 nChanged 14
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	Iteration 130Q: 3 clusters Score -1028415 nChanged 12
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	Iteration 131Q: 3 clusters Score -1028420 nChanged 14
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	Iteration 132Q: 3 clusters Score -1028420 nChanged 10
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	Iteration 133Q: 3 clusters Score -1028422 nChanged 11
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	Iteration 134Q: 3 clusters Score -1028425 nChanged 17
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1028427 nChanged 9
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	Iteration 136Q: 3 clusters Score -1028427 nChanged 8
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	Iteration 137Q: 3 clusters Score -1028430 nChanged 5
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	Iteration 138Q: 3 clusters Score -1028428 nChanged 7
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	Iteration 139Q: 3 clusters Score -1028431 nChanged 6
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Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1028431.875000 Penalty: 3206.650391
	Iteration 140F: 3 clusters Score -1028432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1028432.312500 Penalty: 3206.650391
	Iteration 141Q: 3 clusters Score -1028432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1028434.062500 Penalty: 3206.650391
	Iteration 142Q: 3 clusters Score -1028434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1028433.750000 Penalty: 3206.650391
	Iteration 143Q: 3 clusters Score -1028434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1028438.312500 Penalty: 3206.650391
	Iteration 144Q: 3 clusters Score -1028438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1028438.250000 Penalty: 3206.650391
	Iteration 145Q: 3 clusters Score -1028438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1028439.187500 Penalty: 3206.650391
	Iteration 146Q: 3 clusters Score -1028439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1028440.375000 Penalty: 3206.650391
	Iteration 147Q: 3 clusters Score -1028440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1028442.312500 Penalty: 3206.650391
	Iteration 148Q: 3 clusters Score -1028442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1028445.687500 Penalty: 3206.650391
	Iteration 149Q: 3 clusters Score -1028446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1028445.250000 Penalty: 3206.650391
	Iteration 150Q: 3 clusters Score -1028445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1028446.000000 Penalty: 3206.650391
	Iteration 151Q: 3 clusters Score -1028446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1028445.375000 Penalty: 3206.650391
	Iteration 152Q: 3 clusters Score -1028445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1028447.062500 Penalty: 3206.650391
	Iteration 153Q: 3 clusters Score -1028447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1028446.687500 Penalty: 3206.650391
	Iteration 154Q: 3 clusters Score -1028447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1028447.250000 Penalty: 3206.650391
	Iteration 155Q: 3 clusters Score -1028447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1028447.750000 Penalty: 3206.650391
	Iteration 156Q: 3 clusters Score -1028448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1028445.125000 Penalty: 3206.650391
	Iteration 157Q: 3 clusters Score -1028445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1028445.750000 Penalty: 3206.650391
	Iteration 158Q: 3 clusters Score -1028446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1028449.062500 Penalty: 3206.650391
	Iteration 159Q: 3 clusters Score -1028449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1028451.500000 Penalty: 3206.650391
	Iteration 160F: 3 clusters Score -1028452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1028455.312500 Penalty: 3206.650391
	Iteration 161Q: 3 clusters Score -1028455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1028461.312500 Penalty: 3206.650391
	Iteration 162Q: 3 clusters Score -1028461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1028463.187500 Penalty: 3206.650391
	Iteration 163Q: 3 clusters Score -1028463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1028463.875000 Penalty: 3206.650391
	Iteration 164Q: 3 clusters Score -1028464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1028464.750000 Penalty: 3206.650391
	Iteration 165Q: 3 clusters Score -1028465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1028466.312500 Penalty: 3206.650391
	Iteration 166Q: 3 clusters Score -1028466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1028466.062500 Penalty: 3206.650391
	Iteration 167Q: 3 clusters Score -1028466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1028467.250000 Penalty: 3206.650391
	Iteration 168Q: 3 clusters Score -1028467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1028468.750000 Penalty: 3206.650391
	Iteration 169Q: 3 clusters Score -1028469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1028468.750000 Penalty: 3206.650391
	Iteration 170F: 3 clusters Score -1028469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Entering Unmasked Estep 
Score: -442633.093750 Penalty: 1467.727661
	Iteration 0F: 2 clusters Score -442633.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -436487.718750 Penalty: 2935.455322
	Iteration 0F: 3 clusters Score -436487.7 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -438479.125000 Penalty: 2935.455322
	Iteration 1F: 3 clusters Score -438479.1 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -438748.656250 Penalty: 2935.455322
	Iteration 2F: 3 clusters Score -438748.7 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -438968.937500 Penalty: 2935.455322
	Iteration 3F: 3 clusters Score -438968.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -439211.812500 Penalty: 2935.455322
	Iteration 4Q: 3 clusters Score -439211.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -439506.781250 Penalty: 2935.455322
	Iteration 5F: 3 clusters Score -439506.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -439846.125000 Penalty: 2935.455322
	Iteration 6F: 3 clusters Score -439846.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -440200.500000 Penalty: 2935.455322
	Iteration 7F: 3 clusters Score -440200.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -440511.062500 Penalty: 2935.455322
	Iteration 8Q: 3 clusters Score -440511.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -440782.031250 Penalty: 2935.455322
	Iteration 9Q: 3 clusters Score -440782 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -440984.500000 Penalty: 2935.455322
	Iteration 10Q: 3 clusters Score -440984.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -441127.437500 Penalty: 2935.455322
	Iteration 11Q: 3 clusters Score -441127.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -441210.281250 Penalty: 2935.455322
	Iteration 12Q: 3 clusters Score -441210.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -441258.750000 Penalty: 2935.455322
	Iteration 13Q: 3 clusters Score -441258.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -441288.000000 Penalty: 2935.455322
	Iteration 14Q: 3 clusters Score -441288 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -441320.562500 Penalty: 2935.455322
	Iteration 15Q: 3 clusters Score -441320.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -441344.156250 Penalty: 2935.455322
	Iteration 16Q: 3 clusters Score -441344.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -441354.187500 Penalty: 2935.455322
	Iteration 17Q: 3 clusters Score -441354.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -441358.718750 Penalty: 2935.455322
	Iteration 18Q: 3 clusters Score -441358.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -441360.906250 Penalty: 2935.455322
	Iteration 19Q: 3 clusters Score -441360.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -441362.218750 Penalty: 2935.455322
	Iteration 20F: 3 clusters Score -441362.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -441363.125000 Penalty: 2935.455322
	Iteration 21Q: 3 clusters Score -441363.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -441363.062500 Penalty: 2935.455322
	Iteration 22Q: 3 clusters Score -441363.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -441363.062500 Penalty: 2935.455322
	Iteration 23F: 3 clusters Score -441363.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Entering Unmasked Estep 
Score: -210904.984375 Penalty: 1355.246460
	Iteration 0F: 2 clusters Score -210905 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 2061 members 
Entering Unmasked Estep 
Score: -207493.140625 Penalty: 2710.492920
	Iteration 0F: 3 clusters Score -207493.1 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -208412.906250 Penalty: 2710.492920
	Iteration 1F: 3 clusters Score -208412.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -208652.250000 Penalty: 2710.492920
	Iteration 2F: 3 clusters Score -208652.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -208882.578125 Penalty: 2710.492920
	Iteration 3F: 3 clusters Score -208882.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -209125.656250 Penalty: 2710.492920
	Iteration 4F: 3 clusters Score -209125.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -209429.781250 Penalty: 2710.492920
	Iteration 5F: 3 clusters Score -209429.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -209775.468750 Penalty: 2710.492920
	Iteration 6F: 3 clusters Score -209775.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -210136.609375 Penalty: 2710.492920
	Iteration 7F: 3 clusters Score -210136.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -210465.828125 Penalty: 2710.492920
	Iteration 8F: 3 clusters Score -210465.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -210618.000000 Penalty: 2710.492920
	Iteration 9Q: 3 clusters Score -210618 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -210673.265625 Penalty: 2710.492920
	Iteration 10Q: 3 clusters Score -210673.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -210689.937500 Penalty: 2710.492920
	Iteration 11Q: 3 clusters Score -210689.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -210700.734375 Penalty: 2710.492920
	Iteration 12Q: 3 clusters Score -210700.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -210707.109375 Penalty: 2710.492920
	Iteration 13Q: 3 clusters Score -210707.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -210712.625000 Penalty: 2710.492920
	Iteration 14Q: 3 clusters Score -210712.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -210717.953125 Penalty: 2710.492920
	Iteration 15Q: 3 clusters Score -210718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -210719.906250 Penalty: 2710.492920
	Iteration 16Q: 3 clusters Score -210719.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -210722.578125 Penalty: 2710.492920
	Iteration 17Q: 3 clusters Score -210722.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -210723.140625 Penalty: 2710.492920
	Iteration 18Q: 3 clusters Score -210723.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -210723.140625 Penalty: 2710.492920
	Iteration 19F: 3 clusters Score -210723.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Entering Unmasked Estep 
Score: -107583.703125 Penalty: 1255.294312
	Iteration 0F: 2 clusters Score -107583.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -105352.367188 Penalty: 2510.588623
	Iteration 0F: 3 clusters Score -105352.4 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -105842.781250 Penalty: 2510.588623
	Iteration 1F: 3 clusters Score -105842.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -105975.101562 Penalty: 2510.588623
	Iteration 2F: 3 clusters Score -105975.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -106071.859375 Penalty: 2510.588623
	Iteration 3F: 3 clusters Score -106071.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -106152.046875 Penalty: 2510.588623
	Iteration 4Q: 3 clusters Score -106152 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -106212.835938 Penalty: 2510.588623
	Iteration 5Q: 3 clusters Score -106212.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -106264.898438 Penalty: 2510.588623
	Iteration 6Q: 3 clusters Score -106264.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -106318.265625 Penalty: 2510.588623
	Iteration 7Q: 3 clusters Score -106318.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -106370.085938 Penalty: 2510.588623
	Iteration 8Q: 3 clusters Score -106370.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -106415.531250 Penalty: 2510.588623
	Iteration 9Q: 3 clusters Score -106415.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -106471.351562 Penalty: 2510.588623
	Iteration 10Q: 3 clusters Score -106471.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -106534.757812 Penalty: 2510.588623
	Iteration 11Q: 3 clusters Score -106534.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -106590.351562 Penalty: 2510.588623
	Iteration 12Q: 3 clusters Score -106590.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -106635.648438 Penalty: 2510.588623
	Iteration 13Q: 3 clusters Score -106635.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -106673.000000 Penalty: 2510.588623
	Iteration 14Q: 3 clusters Score -106673 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -106706.585938 Penalty: 2510.588623
	Iteration 15Q: 3 clusters Score -106706.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -106729.179688 Penalty: 2510.588623
	Iteration 16Q: 3 clusters Score -106729.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -106745.406250 Penalty: 2510.588623
	Iteration 17Q: 3 clusters Score -106745.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -106765.382812 Penalty: 2510.588623
	Iteration 18Q: 3 clusters Score -106765.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -106779.203125 Penalty: 2510.588623
	Iteration 19Q: 3 clusters Score -106779.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -106796.195312 Penalty: 2510.588623
	Iteration 20F: 3 clusters Score -106796.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -106814.804688 Penalty: 2510.588623
	Iteration 21Q: 3 clusters Score -106814.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -106840.054688 Penalty: 2510.588623
	Iteration 22Q: 3 clusters Score -106840.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -106862.687500 Penalty: 2510.588623
	Iteration 23Q: 3 clusters Score -106862.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -106893.078125 Penalty: 2510.588623
	Iteration 24Q: 3 clusters Score -106893.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -106912.289062 Penalty: 2510.588623
	Iteration 25Q: 3 clusters Score -106912.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -106923.601562 Penalty: 2510.588623
	Iteration 26Q: 3 clusters Score -106923.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -106931.414062 Penalty: 2510.588623
	Iteration 27Q: 3 clusters Score -106931.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -106940.648438 Penalty: 2510.588623
	Iteration 28Q: 3 clusters Score -106940.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -106950.031250 Penalty: 2510.588623
	Iteration 29Q: 3 clusters Score -106950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -106953.921875 Penalty: 2510.588623
	Iteration 30Q: 3 clusters Score -106953.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -106956.906250 Penalty: 2510.588623
	Iteration 31Q: 3 clusters Score -106956.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -106957.781250 Penalty: 2510.588623
	Iteration 32Q: 3 clusters Score -106957.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -106958.132812 Penalty: 2510.588623
	Iteration 33Q: 3 clusters Score -106958.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -106959.062500 Penalty: 2510.588623
	Iteration 34Q: 3 clusters Score -106959.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -106960.835938 Penalty: 2510.588623
	Iteration 35Q: 3 clusters Score -106960.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -106961.156250 Penalty: 2510.588623
	Iteration 36Q: 3 clusters Score -106961.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -106961.156250 Penalty: 2510.588623
	Iteration 37F: 3 clusters Score -106961.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (41139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Entering Unmasked Estep 
Score: -2157037.750000 Penalty: 1726.515747
	Iteration 0F: 2 clusters Score -2157038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -2129494.000000 Penalty: 3453.031494
	Iteration 0F: 3 clusters Score -2129494 nChanged 19184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -2140479.750000 Penalty: 3453.031494
	Iteration 1F: 3 clusters Score -2140480 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -2141158.000000 Penalty: 3453.031494
	Iteration 2Q: 3 clusters Score -2141158 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -2142012.750000 Penalty: 3453.031494
	Iteration 3Q: 3 clusters Score -2142013 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2143159.750000 Penalty: 3453.031494
	Iteration 4F: 3 clusters Score -2143160 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -2144588.500000 Penalty: 3453.031494
	Iteration 5F: 3 clusters Score -2144588 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2146189.500000 Penalty: 3453.031494
	Iteration 6F: 3 clusters Score -2146190 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -2147748.750000 Penalty: 3453.031494
	Iteration 7F: 3 clusters Score -2147749 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -2148826.500000 Penalty: 3453.031494
	Iteration 8F: 3 clusters Score -2148826 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -2149413.750000 Penalty: 3453.031494
	Iteration 9Q: 3 clusters Score -2149414 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2149683.500000 Penalty: 3453.031494
	Iteration 10Q: 3 clusters Score -2149684 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -2149875.500000 Penalty: 3453.031494
	Iteration 11Q: 3 clusters Score -2149876 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2150039.750000 Penalty: 3453.031494
	Iteration 12Q: 3 clusters Score -2150040 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -2150195.500000 Penalty: 3453.031494
	Iteration 13Q: 3 clusters Score -2150196 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -2150403.750000 Penalty: 3453.031494
	Iteration 14Q: 3 clusters Score -2150404 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -2150627.500000 Penalty: 3453.031494
	Iteration 15Q: 3 clusters Score -2150628 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2150866.500000 Penalty: 3453.031494
	Iteration 16Q: 3 clusters Score -2150866 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2151150.000000 Penalty: 3453.031494
	Iteration 17Q: 3 clusters Score -2151150 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2151454.250000 Penalty: 3453.031494
	Iteration 18Q: 3 clusters Score -2151454 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -2151829.250000 Penalty: 3453.031494
	Iteration 19Q: 3 clusters Score -2151829 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2152234.500000 Penalty: 3453.031494
	Iteration 20F: 3 clusters Score -2152234 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2152663.750000 Penalty: 3453.031494
	Iteration 21Q: 3 clusters Score -2152664 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2153081.750000 Penalty: 3453.031494
	Iteration 22Q: 3 clusters Score -2153082 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -2153451.750000 Penalty: 3453.031494
	Iteration 23Q: 3 clusters Score -2153452 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -2153787.000000 Penalty: 3453.031494
	Iteration 24Q: 3 clusters Score -2153787 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2154087.000000 Penalty: 3453.031494
	Iteration 25Q: 3 clusters Score -2154087 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2154357.000000 Penalty: 3453.031494
	Iteration 26Q: 3 clusters Score -2154357 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2154587.250000 Penalty: 3453.031494
	Iteration 27Q: 3 clusters Score -2154587 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2154786.500000 Penalty: 3453.031494
	Iteration 28Q: 3 clusters Score -2154786 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2154969.500000 Penalty: 3453.031494
	Iteration 29Q: 3 clusters Score -2154970 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2155102.250000 Penalty: 3453.031494
	Iteration 30Q: 3 clusters Score -2155102 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2155185.750000 Penalty: 3453.031494
	Iteration 31Q: 3 clusters Score -2155186 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2155248.500000 Penalty: 3453.031494
	Iteration 32Q: 3 clusters Score -2155248 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2155313.000000 Penalty: 3453.031494
	Iteration 33Q: 3 clusters Score -2155313 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2155354.750000 Penalty: 3453.031494
	Iteration 34Q: 3 clusters Score -2155355 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2155384.500000 Penalty: 3453.031494
	Iteration 35Q: 3 clusters Score -2155384 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2155415.500000 Penalty: 3453.031494
	Iteration 36Q: 3 clusters Score -2155416 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2155439.500000 Penalty: 3453.031494
	Iteration 37Q: 3 clusters Score -2155440 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2155458.750000 Penalty: 3453.031494
	Iteration 38Q: 3 clusters Score -2155459 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2155479.250000 Penalty: 3453.031494
	Iteration 39Q: 3 clusters Score -2155479 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2155481.750000 Penalty: 3453.031494
	Iteration 40F: 3 clusters Score -2155482 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2155495.750000 Penalty: 3453.031494
	Iteration 41Q: 3 clusters Score -2155496 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2155501.000000 Penalty: 3453.031494
	Iteration 42Q: 3 clusters Score -2155501 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2155513.750000 Penalty: 3453.031494
	Iteration 43Q: 3 clusters Score -2155514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40055 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2155517.500000 Penalty: 3453.031494
	Iteration 44Q: 3 clusters Score -2155518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2155525.750000 Penalty: 3453.031494
	Iteration 45Q: 3 clusters Score -2155526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2155540.500000 Penalty: 3453.031494
	Iteration 46Q: 3 clusters Score -2155540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2155549.000000 Penalty: 3453.031494
	Iteration 47Q: 3 clusters Score -2155549 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2155564.750000 Penalty: 3453.031494
	Iteration 48Q: 3 clusters Score -2155565 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2155566.500000 Penalty: 3453.031494
	Iteration 49Q: 3 clusters Score -2155566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2155573.250000 Penalty: 3453.031494
	Iteration 50Q: 3 clusters Score -2155573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2155569.250000 Penalty: 3453.031494
	Iteration 51Q: 3 clusters Score -2155569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2155579.250000 Penalty: 3453.031494
	Iteration 52Q: 3 clusters Score -2155579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2155581.000000 Penalty: 3453.031494
	Iteration 53Q: 3 clusters Score -2155581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2155584.750000 Penalty: 3453.031494
	Iteration 54Q: 3 clusters Score -2155585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40246 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2155591.750000 Penalty: 3453.031494
	Iteration 55Q: 3 clusters Score -2155592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2155591.750000 Penalty: 3453.031494
	Iteration 56Q: 3 clusters Score -2155592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2155587.750000 Penalty: 3453.031494
	Iteration 57Q: 3 clusters Score -2155588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40264 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2155590.500000 Penalty: 3453.031494
	Iteration 58Q: 3 clusters Score -2155590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2155590.750000 Penalty: 3453.031494
	Iteration 59Q: 3 clusters Score -2155591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2155590.750000 Penalty: 3453.031494
	Iteration 60F: 3 clusters Score -2155591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Entering Unmasked Estep 
Score: -135338.906250 Penalty: 1284.034058
	Iteration 0F: 2 clusters Score -135338.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -132785.406250 Penalty: 2568.068115
	Iteration 0F: 3 clusters Score -132785.4 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -133392.421875 Penalty: 2568.068115
	Iteration 1F: 3 clusters Score -133392.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -133518.203125 Penalty: 2568.068115
	Iteration 2F: 3 clusters Score -133518.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -133570.437500 Penalty: 2568.068115
	Iteration 3Q: 3 clusters Score -133570.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -133613.359375 Penalty: 2568.068115
	Iteration 4Q: 3 clusters Score -133613.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -133652.453125 Penalty: 2568.068115
	Iteration 5Q: 3 clusters Score -133652.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -133686.328125 Penalty: 2568.068115
	Iteration 6Q: 3 clusters Score -133686.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -133707.437500 Penalty: 2568.068115
	Iteration 7Q: 3 clusters Score -133707.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -133722.031250 Penalty: 2568.068115
	Iteration 8Q: 3 clusters Score -133722 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -133734.437500 Penalty: 2568.068115
	Iteration 9Q: 3 clusters Score -133734.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -133745.734375 Penalty: 2568.068115
	Iteration 10Q: 3 clusters Score -133745.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -133761.109375 Penalty: 2568.068115
	Iteration 11Q: 3 clusters Score -133761.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -133772.156250 Penalty: 2568.068115
	Iteration 12Q: 3 clusters Score -133772.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -133784.265625 Penalty: 2568.068115
	Iteration 13Q: 3 clusters Score -133784.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -133798.046875 Penalty: 2568.068115
	Iteration 14Q: 3 clusters Score -133798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -133810.484375 Penalty: 2568.068115
	Iteration 15Q: 3 clusters Score -133810.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -133819.484375 Penalty: 2568.068115
	Iteration 16Q: 3 clusters Score -133819.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -133827.359375 Penalty: 2568.068115
	Iteration 17Q: 3 clusters Score -133827.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -133835.015625 Penalty: 2568.068115
	Iteration 18Q: 3 clusters Score -133835 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -133843.078125 Penalty: 2568.068115
	Iteration 19Q: 3 clusters Score -133843.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -133850.703125 Penalty: 2568.068115
	Iteration 20F: 3 clusters Score -133850.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -133860.781250 Penalty: 2568.068115
	Iteration 21Q: 3 clusters Score -133860.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -133869.093750 Penalty: 2568.068115
	Iteration 22Q: 3 clusters Score -133869.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -133878.734375 Penalty: 2568.068115
	Iteration 23Q: 3 clusters Score -133878.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -133891.375000 Penalty: 2568.068115
	Iteration 24Q: 3 clusters Score -133891.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -133910.000000 Penalty: 2568.068115
	Iteration 25Q: 3 clusters Score -133910 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -133931.453125 Penalty: 2568.068115
	Iteration 26Q: 3 clusters Score -133931.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -133951.687500 Penalty: 2568.068115
	Iteration 27Q: 3 clusters Score -133951.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -133974.953125 Penalty: 2568.068115
	Iteration 28Q: 3 clusters Score -133975 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -134004.921875 Penalty: 2568.068115
	Iteration 29Q: 3 clusters Score -134004.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -134035.453125 Penalty: 2568.068115
	Iteration 30Q: 3 clusters Score -134035.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -134056.718750 Penalty: 2568.068115
	Iteration 31Q: 3 clusters Score -134056.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -134078.671875 Penalty: 2568.068115
	Iteration 32Q: 3 clusters Score -134078.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -134098.437500 Penalty: 2568.068115
	Iteration 33Q: 3 clusters Score -134098.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -134118.375000 Penalty: 2568.068115
	Iteration 34Q: 3 clusters Score -134118.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -134141.750000 Penalty: 2568.068115
	Iteration 35Q: 3 clusters Score -134141.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -134156.125000 Penalty: 2568.068115
	Iteration 36Q: 3 clusters Score -134156.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -134167.453125 Penalty: 2568.068115
	Iteration 37Q: 3 clusters Score -134167.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -134179.421875 Penalty: 2568.068115
	Iteration 38Q: 3 clusters Score -134179.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -134192.156250 Penalty: 2568.068115
	Iteration 39Q: 3 clusters Score -134192.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -134207.437500 Penalty: 2568.068115
	Iteration 40F: 3 clusters Score -134207.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -134218.968750 Penalty: 2568.068115
	Iteration 41Q: 3 clusters Score -134219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -134225.750000 Penalty: 2568.068115
	Iteration 42Q: 3 clusters Score -134225.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -134231.500000 Penalty: 2568.068115
	Iteration 43Q: 3 clusters Score -134231.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -134239.593750 Penalty: 2568.068115
	Iteration 44Q: 3 clusters Score -134239.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -134242.812500 Penalty: 2568.068115
	Iteration 45Q: 3 clusters Score -134242.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -134247.234375 Penalty: 2568.068115
	Iteration 46Q: 3 clusters Score -134247.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -134255.140625 Penalty: 2568.068115
	Iteration 47Q: 3 clusters Score -134255.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -134258.984375 Penalty: 2568.068115
	Iteration 48Q: 3 clusters Score -134259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -134259.531250 Penalty: 2568.068115
	Iteration 49Q: 3 clusters Score -134259.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -134260.421875 Penalty: 2568.068115
	Iteration 50Q: 3 clusters Score -134260.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -134261.156250 Penalty: 2568.068115
	Iteration 51Q: 3 clusters Score -134261.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -134262.937500 Penalty: 2568.068115
	Iteration 52Q: 3 clusters Score -134262.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -134264.890625 Penalty: 2568.068115
	Iteration 53Q: 3 clusters Score -134264.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -134267.859375 Penalty: 2568.068115
	Iteration 54Q: 3 clusters Score -134267.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -134268.218750 Penalty: 2568.068115
	Iteration 55Q: 3 clusters Score -134268.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -134269.718750 Penalty: 2568.068115
	Iteration 56Q: 3 clusters Score -134269.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -134269.718750 Penalty: 2568.068115
	Iteration 57F: 3 clusters Score -134269.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Entering Unmasked Estep 
Score: -328954.343750 Penalty: 1424.665771
	Iteration 0F: 2 clusters Score -328954.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -324127.625000 Penalty: 2849.331543
	Iteration 0F: 3 clusters Score -324127.6 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -325505.093750 Penalty: 2849.331543
	Iteration 1F: 3 clusters Score -325505.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -325767.968750 Penalty: 2849.331543
	Iteration 2F: 3 clusters Score -325768 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -326003.031250 Penalty: 2849.331543
	Iteration 3F: 3 clusters Score -326003 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -326232.125000 Penalty: 2849.331543
	Iteration 4F: 3 clusters Score -326232.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -326460.531250 Penalty: 2849.331543
	Iteration 5F: 3 clusters Score -326460.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -326698.156250 Penalty: 2849.331543
	Iteration 6F: 3 clusters Score -326698.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -326910.156250 Penalty: 2849.331543
	Iteration 7Q: 3 clusters Score -326910.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -327081.000000 Penalty: 2849.331543
	Iteration 8Q: 3 clusters Score -327081 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -327238.468750 Penalty: 2849.331543
	Iteration 9Q: 3 clusters Score -327238.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -327375.750000 Penalty: 2849.331543
	Iteration 10Q: 3 clusters Score -327375.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -327512.062500 Penalty: 2849.331543
	Iteration 11Q: 3 clusters Score -327512.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -327608.531250 Penalty: 2849.331543
	Iteration 12Q: 3 clusters Score -327608.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -327667.156250 Penalty: 2849.331543
	Iteration 13Q: 3 clusters Score -327667.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -327705.562500 Penalty: 2849.331543
	Iteration 14Q: 3 clusters Score -327705.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -327735.437500 Penalty: 2849.331543
	Iteration 15Q: 3 clusters Score -327735.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -327757.781250 Penalty: 2849.331543
	Iteration 16Q: 3 clusters Score -327757.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -327775.468750 Penalty: 2849.331543
	Iteration 17Q: 3 clusters Score -327775.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -327789.843750 Penalty: 2849.331543
	Iteration 18Q: 3 clusters Score -327789.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -327796.968750 Penalty: 2849.331543
	Iteration 19Q: 3 clusters Score -327797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -327802.062500 Penalty: 2849.331543
	Iteration 20F: 3 clusters Score -327802.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -327804.843750 Penalty: 2849.331543
	Iteration 21Q: 3 clusters Score -327804.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -327809.625000 Penalty: 2849.331543
	Iteration 22Q: 3 clusters Score -327809.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -327813.562500 Penalty: 2849.331543
	Iteration 23Q: 3 clusters Score -327813.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -327819.218750 Penalty: 2849.331543
	Iteration 24Q: 3 clusters Score -327819.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -327827.500000 Penalty: 2849.331543
	Iteration 25Q: 3 clusters Score -327827.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -327834.750000 Penalty: 2849.331543
	Iteration 26Q: 3 clusters Score -327834.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -327839.968750 Penalty: 2849.331543
	Iteration 27Q: 3 clusters Score -327840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -327847.093750 Penalty: 2849.331543
	Iteration 28Q: 3 clusters Score -327847.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -327850.875000 Penalty: 2849.331543
	Iteration 29Q: 3 clusters Score -327850.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -327857.406250 Penalty: 2849.331543
	Iteration 30Q: 3 clusters Score -327857.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -327859.843750 Penalty: 2849.331543
	Iteration 31Q: 3 clusters Score -327859.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -327863.062500 Penalty: 2849.331543
	Iteration 32Q: 3 clusters Score -327863.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -327864.250000 Penalty: 2849.331543
	Iteration 33Q: 3 clusters Score -327864.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -327864.250000 Penalty: 2849.331543
	Iteration 34F: 3 clusters Score -327864.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Entering Unmasked Estep 
Score: -1290336.750000 Penalty: 1640.628052
	Iteration 0F: 2 clusters Score -1290337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1273892.500000 Penalty: 3281.256104
	Iteration 0F: 3 clusters Score -1273892 nChanged 11046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1280043 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1280439.500000 Penalty: 3281.256104
	Iteration 2Q: 3 clusters Score -1280440 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1280852.125000 Penalty: 3281.256104
	Iteration 3Q: 3 clusters Score -1280852 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1281299.000000 Penalty: 3281.256104
	Iteration 4Q: 3 clusters Score -1281299 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1281789.625000 Penalty: 3281.256104
	Iteration 5Q: 3 clusters Score -1281790 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1282332.750000 Penalty: 3281.256104
	Iteration 6Q: 3 clusters Score -1282333 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1282955.875000 Penalty: 3281.256104
	Iteration 7Q: 3 clusters Score -1282956 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -1283630.875000 Penalty: 3281.256104
	Iteration 8Q: 3 clusters Score -1283631 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1284445.250000 Penalty: 3281.256104
	Iteration 9F: 3 clusters Score -1284445 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1285207.750000 Penalty: 3281.256104
	Iteration 10F: 3 clusters Score -1285208 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1285746 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1286078 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1286246.000000 Penalty: 3281.256104
	Iteration 13Q: 3 clusters Score -1286246 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1286332 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1286387 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1286431.000000 Penalty: 3281.256104
	Iteration 16Q: 3 clusters Score -1286431 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1286456 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1286478.125000 Penalty: 3281.256104
	Iteration 18Q: 3 clusters Score -1286478 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1286500.875000 Penalty: 3281.256104
	Iteration 19Q: 3 clusters Score -1286501 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1286525.250000 Penalty: 3281.256104
	Iteration 20F: 3 clusters Score -1286525 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1286539 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1286554 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1286562.625000 Penalty: 3281.256104
	Iteration 23Q: 3 clusters Score -1286563 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1286583.375000 Penalty: 3281.256104
	Iteration 24Q: 3 clusters Score -1286583 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1286596.875000 Penalty: 3281.256104
	Iteration 25Q: 3 clusters Score -1286597 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1286613.750000 Penalty: 3281.256104
	Iteration 26Q: 3 clusters Score -1286614 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1286632.625000 Penalty: 3281.256104
	Iteration 27Q: 3 clusters Score -1286633 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1286642.250000 Penalty: 3281.256104
	Iteration 28Q: 3 clusters Score -1286642 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1286657.000000 Penalty: 3281.256104
	Iteration 29Q: 3 clusters Score -1286657 nChanged 81
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1286661 nChanged 70
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1286671 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1286676 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1286677 nChanged 48
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1286683 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1286689 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1286688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1286695 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1286692.625000 Penalty: 3281.256104
	Iteration 38Q: 3 clusters Score -1286693 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -1286701.000000 Penalty: 3281.256104
	Iteration 39Q: 3 clusters Score -1286701 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1286700.750000 Penalty: 3281.256104
	Iteration 40F: 3 clusters Score -1286701 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1286701.875000 Penalty: 3281.256104
	Iteration 41Q: 3 clusters Score -1286702 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -1286711.375000 Penalty: 3281.256104
	Iteration 42Q: 3 clusters Score -1286711 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1286702.625000 Penalty: 3281.256104
	Iteration 43Q: 3 clusters Score -1286703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1286705.625000 Penalty: 3281.256104
	Iteration 44Q: 3 clusters Score -1286706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1286709.875000 Penalty: 3281.256104
	Iteration 45Q: 3 clusters Score -1286710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1286709 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1286711.500000 Penalty: 3281.256104
	Iteration 47Q: 3 clusters Score -1286712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1286713.000000 Penalty: 3281.256104
	Iteration 48Q: 3 clusters Score -1286713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -1286714.250000 Penalty: 3281.256104
	Iteration 49Q: 3 clusters Score -1286714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1286717.875000 Penalty: 3281.256104
	Iteration 50Q: 3 clusters Score -1286718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1286717.125000 Penalty: 3281.256104
	Iteration 51Q: 3 clusters Score -1286717 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1286717.125000 Penalty: 3281.256104
	Iteration 52Q: 3 clusters Score -1286717 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1286714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1286716.250000 Penalty: 3281.256104
	Iteration 54Q: 3 clusters Score -1286716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1286716.125000 Penalty: 3281.256104
	Iteration 55Q: 3 clusters Score -1286716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1286715.875000 Penalty: 3281.256104
	Iteration 56Q: 3 clusters Score -1286716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1286718.125000 Penalty: 3281.256104
	Iteration 57Q: 3 clusters Score -1286718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1286719.375000 Penalty: 3281.256104
	Iteration 58Q: 3 clusters Score -1286719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1286718.625000 Penalty: 3281.256104
	Iteration 59Q: 3 clusters Score -1286719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1286718.750000 Penalty: 3281.256104
	Iteration 60F: 3 clusters Score -1286719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1286718.875000 Penalty: 3281.256104
	Iteration 61Q: 3 clusters Score -1286719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1286719.875000 Penalty: 3281.256104
	Iteration 62Q: 3 clusters Score -1286720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1286719.625000 Penalty: 3281.256104
	Iteration 63Q: 3 clusters Score -1286720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1286726.500000 Penalty: 3281.256104
	Iteration 64Q: 3 clusters Score -1286726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1286721.875000 Penalty: 3281.256104
	Iteration 65Q: 3 clusters Score -1286722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1286726.375000 Penalty: 3281.256104
	Iteration 66Q: 3 clusters Score -1286726 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1286725.875000 Penalty: 3281.256104
	Iteration 67Q: 3 clusters Score -1286726 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1286726 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1286725.500000 Penalty: 3281.256104
	Iteration 69Q: 3 clusters Score -1286726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1286728.000000 Penalty: 3281.256104
	Iteration 70Q: 3 clusters Score -1286728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1286730.125000 Penalty: 3281.256104
	Iteration 71Q: 3 clusters Score -1286730 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1286725.500000 Penalty: 3281.256104
	Iteration 72Q: 3 clusters Score -1286726 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -1286729.625000 Penalty: 3281.256104
	Iteration 73Q: 3 clusters Score -1286730 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1286732.875000 Penalty: 3281.256104
	Iteration 74Q: 3 clusters Score -1286733 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1286736.625000 Penalty: 3281.256104
	Iteration 75Q: 3 clusters Score -1286737 nChanged 24
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Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -1286738.750000 Penalty: 3281.256104
	Iteration 76Q: 3 clusters Score -1286739 nChanged 37
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Mstep: Class 1 contains 10735 members 
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Entering Unmasked Estep 
Score: -1286744.250000 Penalty: 3281.256104
	Iteration 77Q: 3 clusters Score -1286744 nChanged 37
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Mstep: Class 1 contains 10720 members 
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Score: -1286741.250000 Penalty: 3281.256104
	Iteration 78Q: 3 clusters Score -1286741 nChanged 31
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	Iteration 79Q: 3 clusters Score -1286744 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1286746.125000 Penalty: 3281.256104
	Iteration 80F: 3 clusters Score -1286746 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1286743.000000 Penalty: 3281.256104
	Iteration 81Q: 3 clusters Score -1286743 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1286748 nChanged 13
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Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1286748 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10639 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1286749 nChanged 13
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Mstep: Class 1 contains 10630 members 
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Entering Unmasked Estep 
Score: -1286750.875000 Penalty: 3281.256104
	Iteration 85Q: 3 clusters Score -1286751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1286754.375000 Penalty: 3281.256104
	Iteration 86Q: 3 clusters Score -1286754 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1286754 nChanged 25
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1286753 nChanged 29
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Entering Unmasked Estep 
Score: -1286760.625000 Penalty: 3281.256104
	Iteration 89Q: 3 clusters Score -1286761 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10524 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1286760 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1286766 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10460 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1286764 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10426 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1286766 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 13859 members 
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Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 13898 members 
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Mstep: Class 2 contains 13948 members 
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Mstep: Class 2 contains 13997 members 
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	Iteration 98Q: 3 clusters Score -1286795 nChanged 57
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	Iteration 102Q: 3 clusters Score -1286819 nChanged 54
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Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 14277 members 
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	Iteration 104Q: 3 clusters Score -1286828 nChanged 49
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Mstep: Class 2 contains 14389 members 
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Mstep: Class 1 contains 9730 members 
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Mstep: Class 1 contains 9682 members 
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Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 14612 members 
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Mstep: Class 1 contains 9592 members 
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Mstep: Class 1 contains 9547 members 
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Mstep: Class 1 contains 9468 members 
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Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 14924 members 
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Mstep: Class 1 contains 9214 members 
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	Iteration 120F: 3 clusters Score -1286904 nChanged 69
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Mstep: Class 1 contains 9069 members 
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Mstep: Class 1 contains 7540 members 
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	Iteration 140F: 3 clusters Score -1287115 nChanged 73
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	Iteration 177Q: 3 clusters Score -1287911 nChanged 150
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	Iteration 178Q: 3 clusters Score -1287956 nChanged 158
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	Iteration 180F: 3 clusters Score -1288053 nChanged 142
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	Iteration 183Q: 3 clusters Score -1288191 nChanged 131
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	Iteration 185Q: 3 clusters Score -1288274 nChanged 115
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	Iteration 186Q: 3 clusters Score -1288309 nChanged 103
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	Iteration 187Q: 3 clusters Score -1288343 nChanged 89
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Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -1288364.375000 Penalty: 3281.256104
	Iteration 188Q: 3 clusters Score -1288364 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -1288391.500000 Penalty: 3281.256104
	Iteration 189Q: 3 clusters Score -1288392 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -1288425.375000 Penalty: 3281.256104
	Iteration 190Q: 3 clusters Score -1288425 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -1288449.500000 Penalty: 3281.256104
	Iteration 191Q: 3 clusters Score -1288450 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -1288476.750000 Penalty: 3281.256104
	Iteration 192Q: 3 clusters Score -1288477 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -1288510.375000 Penalty: 3281.256104
	Iteration 193Q: 3 clusters Score -1288510 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -1288535.750000 Penalty: 3281.256104
	Iteration 194Q: 3 clusters Score -1288536 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -1288565.750000 Penalty: 3281.256104
	Iteration 195Q: 3 clusters Score -1288566 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -1288598.625000 Penalty: 3281.256104
	Iteration 196Q: 3 clusters Score -1288599 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -1288632.750000 Penalty: 3281.256104
	Iteration 197Q: 3 clusters Score -1288633 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -1288660.000000 Penalty: 3281.256104
	Iteration 198Q: 3 clusters Score -1288660 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -1288679.500000 Penalty: 3281.256104
	Iteration 199Q: 3 clusters Score -1288680 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -1288696.250000 Penalty: 3281.256104
	Iteration 200F: 3 clusters Score -1288696 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -1288710.250000 Penalty: 3281.256104
	Iteration 201Q: 3 clusters Score -1288710 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -1288730.875000 Penalty: 3281.256104
	Iteration 202Q: 3 clusters Score -1288731 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -1288744.375000 Penalty: 3281.256104
	Iteration 203Q: 3 clusters Score -1288744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -1288758.500000 Penalty: 3281.256104
	Iteration 204Q: 3 clusters Score -1288758 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -1288773.000000 Penalty: 3281.256104
	Iteration 205Q: 3 clusters Score -1288773 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -1288787.250000 Penalty: 3281.256104
	Iteration 206Q: 3 clusters Score -1288787 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -1288799.000000 Penalty: 3281.256104
	Iteration 207Q: 3 clusters Score -1288799 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -1288811.000000 Penalty: 3281.256104
	Iteration 208Q: 3 clusters Score -1288811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -1288824.750000 Penalty: 3281.256104
	Iteration 209Q: 3 clusters Score -1288825 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -1288833.875000 Penalty: 3281.256104
	Iteration 210Q: 3 clusters Score -1288834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -1288842.625000 Penalty: 3281.256104
	Iteration 211Q: 3 clusters Score -1288843 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -1288850.750000 Penalty: 3281.256104
	Iteration 212Q: 3 clusters Score -1288851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -1288854.375000 Penalty: 3281.256104
	Iteration 213Q: 3 clusters Score -1288854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -1288858.250000 Penalty: 3281.256104
	Iteration 214Q: 3 clusters Score -1288858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -1288861.125000 Penalty: 3281.256104
	Iteration 215Q: 3 clusters Score -1288861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -1288865.000000 Penalty: 3281.256104
	Iteration 216Q: 3 clusters Score -1288865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -1288869.000000 Penalty: 3281.256104
	Iteration 217Q: 3 clusters Score -1288869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -1288872.500000 Penalty: 3281.256104
	Iteration 218Q: 3 clusters Score -1288872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -1288872.250000 Penalty: 3281.256104
	Iteration 219Q: 3 clusters Score -1288872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -1288871.875000 Penalty: 3281.256104
	Iteration 220F: 3 clusters Score -1288872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 10599 members 
Mstep: Class 3 contains 25276 members 
Mstep: Class 4 contains 148116 members 
Mstep: Class 5 contains 102762 members 
Mstep: Class 6 contains 3663 members 
Mstep: Class 7 contains 61975 members 
Mstep: Class 8 contains 19276 members 
Mstep: Class 10 contains 8368 members 
Mstep: Class 11 contains 4188 members 
Mstep: Class 14 contains 2264 members 
Mstep: Class 15 contains 41139 members 
Mstep: Class 17 contains 2702 members 
Mstep: Class 19 contains 6420 members 
Mstep: Class 20 contains 24250 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 16 clusters Score -2.313915e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 10605 members 
Mstep: Class 3 contains 25192 members 
Mstep: Class 4 contains 148381 members 
Mstep: Class 5 contains 103082 members 
Mstep: Class 6 contains 3658 members 
Mstep: Class 7 contains 61674 members 
Mstep: Class 8 contains 19185 members 
Mstep: Class 10 contains 8324 members 
Mstep: Class 11 contains 4197 members 
Mstep: Class 14 contains 2285 members 
Mstep: Class 15 contains 41083 members 
Mstep: Class 17 contains 2696 members 
Mstep: Class 19 contains 6432 members 
Mstep: Class 20 contains 24208 members 
Entering Unmasked Estep 
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Iteration 80F: 16 clusters Score -2.313921e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 10616 members 
Mstep: Class 3 contains 25099 members 
Mstep: Class 4 contains 148643 members 
Mstep: Class 5 contains 103364 members 
Mstep: Class 6 contains 3653 members 
Mstep: Class 7 contains 61379 members 
Mstep: Class 8 contains 19097 members 
Mstep: Class 10 contains 8293 members 
Mstep: Class 11 contains 4206 members 
Mstep: Class 14 contains 2308 members 
Mstep: Class 15 contains 41032 members 
Mstep: Class 17 contains 2696 members 
Mstep: Class 19 contains 6441 members 
Mstep: Class 20 contains 24180 members 
Entering Unmasked Estep 
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Iteration 81Q: 16 clusters Score -2.313921e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 10630 members 
Mstep: Class 3 contains 25001 members 
Mstep: Class 4 contains 148917 members 
Mstep: Class 5 contains 103646 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 61079 members 
Mstep: Class 8 contains 19025 members 
Mstep: Class 10 contains 8249 members 
Mstep: Class 11 contains 4214 members 
Mstep: Class 14 contains 2328 members 
Mstep: Class 15 contains 40986 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 19 contains 6440 members 
Mstep: Class 20 contains 24151 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 16 clusters Score -2.313918e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 10647 members 
Mstep: Class 3 contains 24897 members 
Mstep: Class 4 contains 149208 members 
Mstep: Class 5 contains 103893 members 
Mstep: Class 6 contains 3639 members 
Mstep: Class 7 contains 60796 members 
Mstep: Class 8 contains 18953 members 
Mstep: Class 10 contains 8210 members 
Mstep: Class 11 contains 4223 members 
Mstep: Class 14 contains 2343 members 
Mstep: Class 15 contains 40944 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 19 contains 6452 members 
Mstep: Class 20 contains 24114 members 
Entering Unmasked Estep 
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Iteration 83Q: 16 clusters Score -2.313918e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 10666 members 
Mstep: Class 3 contains 24803 members 
Mstep: Class 4 contains 149505 members 
Mstep: Class 5 contains 104129 members 
Mstep: Class 6 contains 3633 members 
Mstep: Class 7 contains 60492 members 
Mstep: Class 8 contains 18893 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 4227 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 40917 members 
Mstep: Class 17 contains 2696 members 
Mstep: Class 19 contains 6459 members 
Mstep: Class 20 contains 24073 members 
Entering Unmasked Estep 
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Iteration 84Q: 16 clusters Score -2.313922e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 10679 members 
Mstep: Class 3 contains 24710 members 
Mstep: Class 4 contains 149766 members 
Mstep: Class 5 contains 104386 members 
Mstep: Class 6 contains 3626 members 
Mstep: Class 7 contains 60228 members 
Mstep: Class 8 contains 18818 members 
Mstep: Class 10 contains 8146 members 
Mstep: Class 11 contains 4235 members 
Mstep: Class 14 contains 2362 members 
Mstep: Class 15 contains 40889 members 
Mstep: Class 17 contains 2696 members 
Mstep: Class 19 contains 6456 members 
Mstep: Class 20 contains 24029 members 
Entering Unmasked Estep 
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Iteration 85Q: 16 clusters Score -2.313933e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 10690 members 
Mstep: Class 3 contains 24600 members 
Mstep: Class 4 contains 150048 members 
Mstep: Class 5 contains 104627 members 
Mstep: Class 6 contains 3614 members 
Mstep: Class 7 contains 59954 members 
Mstep: Class 8 contains 18760 members 
Mstep: Class 10 contains 8123 members 
Mstep: Class 11 contains 4242 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 40855 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 19 contains 6459 members 
Mstep: Class 20 contains 23997 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 16 clusters Score -2.31394e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 10698 members 
Mstep: Class 3 contains 24490 members 
Mstep: Class 4 contains 150325 members 
Mstep: Class 5 contains 104875 members 
Mstep: Class 6 contains 3607 members 
Mstep: Class 7 contains 59680 members 
Mstep: Class 8 contains 18704 members 
Mstep: Class 10 contains 8088 members 
Mstep: Class 11 contains 4249 members 
Mstep: Class 14 contains 2368 members 
Mstep: Class 15 contains 40830 members 
Mstep: Class 17 contains 2698 members 
Mstep: Class 19 contains 6460 members 
Mstep: Class 20 contains 23961 members 
Entering Unmasked Estep 
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Iteration 87Q: 16 clusters Score -2.313947e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 10710 members 
Mstep: Class 3 contains 24384 members 
Mstep: Class 4 contains 150534 members 
Mstep: Class 5 contains 105151 members 
Mstep: Class 6 contains 3599 members 
Mstep: Class 7 contains 59427 members 
Mstep: Class 8 contains 18653 members 
Mstep: Class 10 contains 8041 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 14 contains 2371 members 
Mstep: Class 15 contains 40813 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 19 contains 6461 members 
Mstep: Class 20 contains 23935 members 
Entering Unmasked Estep 
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Iteration 88Q: 16 clusters Score -2.313942e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 10717 members 
Mstep: Class 3 contains 24281 members 
Mstep: Class 4 contains 150756 members 
Mstep: Class 5 contains 105421 members 
Mstep: Class 6 contains 3590 members 
Mstep: Class 7 contains 59172 members 
Mstep: Class 8 contains 18604 members 
Mstep: Class 10 contains 7999 members 
Mstep: Class 11 contains 4263 members 
Mstep: Class 14 contains 2368 members 
Mstep: Class 15 contains 40789 members 
Mstep: Class 17 contains 2702 members 
Mstep: Class 19 contains 6464 members 
Mstep: Class 20 contains 23908 members 
Entering Unmasked Estep 
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Iteration 89Q: 16 clusters Score -2.313949e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 10724 members 
Mstep: Class 3 contains 24200 members 
Mstep: Class 4 contains 150966 members 
Mstep: Class 5 contains 105658 members 
Mstep: Class 6 contains 3580 members 
Mstep: Class 7 contains 58943 members 
Mstep: Class 8 contains 18548 members 
Mstep: Class 10 contains 7960 members 
Mstep: Class 11 contains 4271 members 
Mstep: Class 14 contains 2368 members 
Mstep: Class 15 contains 40759 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 19 contains 6469 members 
Mstep: Class 20 contains 23886 members 
Entering Unmasked Estep 
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Iteration 90Q: 16 clusters Score -2.313953e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 10734 members 
Mstep: Class 3 contains 24106 members 
Mstep: Class 4 contains 151173 members 
Mstep: Class 5 contains 105930 members 
Mstep: Class 6 contains 3576 members 
Mstep: Class 7 contains 58700 members 
Mstep: Class 8 contains 18492 members 
Mstep: Class 10 contains 7909 members 
Mstep: Class 11 contains 4276 members 
Mstep: Class 14 contains 2375 members 
Mstep: Class 15 contains 40728 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 19 contains 6471 members 
Mstep: Class 20 contains 23860 members 
Entering Unmasked Estep 
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Iteration 91Q: 16 clusters Score -2.313956e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 10741 members 
Mstep: Class 3 contains 24014 members 
Mstep: Class 4 contains 151365 members 
Mstep: Class 5 contains 106188 members 
Mstep: Class 6 contains 3571 members 
Mstep: Class 7 contains 58472 members 
Mstep: Class 8 contains 18442 members 
Mstep: Class 10 contains 7868 members 
Mstep: Class 11 contains 4282 members 
Mstep: Class 14 contains 2371 members 
Mstep: Class 15 contains 40716 members 
Mstep: Class 17 contains 2704 members 
Mstep: Class 19 contains 6470 members 
Mstep: Class 20 contains 23834 members 
Entering Unmasked Estep 
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Iteration 92Q: 16 clusters Score -2.313963e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 10743 members 
Mstep: Class 3 contains 23942 members 
Mstep: Class 4 contains 151532 members 
Mstep: Class 5 contains 106445 members 
Mstep: Class 6 contains 3562 members 
Mstep: Class 7 contains 58263 members 
Mstep: Class 8 contains 18387 members 
Mstep: Class 10 contains 7829 members 
Mstep: Class 11 contains 4287 members 
Mstep: Class 14 contains 2379 members 
Mstep: Class 15 contains 40702 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 19 contains 6469 members 
Mstep: Class 20 contains 23804 members 
Entering Unmasked Estep 
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Iteration 93Q: 16 clusters Score -2.313965e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 10745 members 
Mstep: Class 3 contains 23866 members 
Mstep: Class 4 contains 151696 members 
Mstep: Class 5 contains 106723 members 
Mstep: Class 6 contains 3551 members 
Mstep: Class 7 contains 58032 members 
Mstep: Class 8 contains 18332 members 
Mstep: Class 10 contains 7795 members 
Mstep: Class 11 contains 4288 members 
Mstep: Class 14 contains 2382 members 
Mstep: Class 15 contains 40694 members 
Mstep: Class 17 contains 2704 members 
Mstep: Class 19 contains 6464 members 
Mstep: Class 20 contains 23774 members 
Entering Unmasked Estep 
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Iteration 94Q: 16 clusters Score -2.313964e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 10749 members 
Mstep: Class 3 contains 23777 members 
Mstep: Class 4 contains 151879 members 
Mstep: Class 5 contains 106986 members 
Mstep: Class 6 contains 3540 members 
Mstep: Class 7 contains 57805 members 
Mstep: Class 8 contains 18290 members 
Mstep: Class 10 contains 7759 members 
Mstep: Class 11 contains 4290 members 
Mstep: Class 14 contains 2383 members 
Mstep: Class 15 contains 40678 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 19 contains 6463 members 
Mstep: Class 20 contains 23745 members 
Entering Unmasked Estep 
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Iteration 95Q: 16 clusters Score -2.313957e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 10751 members 
Mstep: Class 3 contains 23706 members 
Mstep: Class 4 contains 152045 members 
Mstep: Class 5 contains 107280 members 
Mstep: Class 6 contains 3525 members 
Mstep: Class 7 contains 57577 members 
Mstep: Class 8 contains 18252 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 11 contains 4290 members 
Mstep: Class 14 contains 2377 members 
Mstep: Class 15 contains 40658 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 19 contains 6462 members 
Mstep: Class 20 contains 23704 members 
Entering Unmasked Estep 
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Iteration 96Q: 16 clusters Score -2.313962e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 10755 members 
Mstep: Class 3 contains 23643 members 
Mstep: Class 4 contains 152211 members 
Mstep: Class 5 contains 107559 members 
Mstep: Class 6 contains 3512 members 
Mstep: Class 7 contains 57349 members 
Mstep: Class 8 contains 18203 members 
Mstep: Class 10 contains 7699 members 
Mstep: Class 11 contains 4290 members 
Mstep: Class 14 contains 2373 members 
Mstep: Class 15 contains 40629 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 19 contains 6460 members 
Mstep: Class 20 contains 23662 members 
Entering Unmasked Estep 
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Iteration 97Q: 16 clusters Score -2.313968e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 10754 members 
Mstep: Class 3 contains 23567 members 
Mstep: Class 4 contains 152391 members 
Mstep: Class 5 contains 107850 members 
Mstep: Class 6 contains 3506 members 
Mstep: Class 7 contains 57116 members 
Mstep: Class 8 contains 18162 members 
Mstep: Class 10 contains 7672 members 
Mstep: Class 11 contains 4290 members 
Mstep: Class 14 contains 2367 members 
Mstep: Class 15 contains 40597 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 19 contains 6456 members 
Mstep: Class 20 contains 23617 members 
Entering Unmasked Estep 
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Iteration 98Q: 16 clusters Score -2.313963e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 10760 members 
Mstep: Class 3 contains 23510 members 
Mstep: Class 4 contains 152551 members 
Mstep: Class 5 contains 108118 members 
Mstep: Class 6 contains 3501 members 
Mstep: Class 7 contains 56886 members 
Mstep: Class 8 contains 18119 members 
Mstep: Class 10 contains 7655 members 
Mstep: Class 11 contains 4291 members 
Mstep: Class 14 contains 2359 members 
Mstep: Class 15 contains 40566 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 19 contains 6456 members 
Mstep: Class 20 contains 23574 members 
Entering Unmasked Estep 
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Iteration 99Q: 16 clusters Score -2.313967e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 10763 members 
Mstep: Class 3 contains 23435 members 
Mstep: Class 4 contains 152723 members 
Mstep: Class 5 contains 108372 members 
Mstep: Class 6 contains 3495 members 
Mstep: Class 7 contains 56673 members 
Mstep: Class 8 contains 18070 members 
Mstep: Class 10 contains 7640 members 
Mstep: Class 11 contains 4292 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 40542 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 19 contains 6457 members 
Mstep: Class 20 contains 23528 members 
Entering Unmasked Estep 
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Iteration 100F: 16 clusters Score -2.313969e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 10774 members 
Mstep: Class 3 contains 23372 members 
Mstep: Class 4 contains 152873 members 
Mstep: Class 5 contains 108607 members 
Mstep: Class 6 contains 3488 members 
Mstep: Class 7 contains 56475 members 
Mstep: Class 8 contains 18019 members 
Mstep: Class 10 contains 7620 members 
Mstep: Class 11 contains 4292 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 40524 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 19 contains 6455 members 
Mstep: Class 20 contains 23497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23139702.000000 Penalty: 31796.724609
Iteration 101Q: 16 clusters Score -2.31397e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 10779 members 
Mstep: Class 3 contains 23315 members 
Mstep: Class 4 contains 153005 members 
Mstep: Class 5 contains 108830 members 
Mstep: Class 6 contains 3483 members 
Mstep: Class 7 contains 56285 members 
Mstep: Class 8 contains 17979 members 
Mstep: Class 10 contains 7605 members 
Mstep: Class 11 contains 4292 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 40503 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 19 contains 6455 members 
Mstep: Class 20 contains 23469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23139720.000000 Penalty: 31796.724609
Iteration 102Q: 16 clusters Score -2.313972e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 10787 members 
Mstep: Class 3 contains 23268 members 
Mstep: Class 4 contains 153121 members 
Mstep: Class 5 contains 109055 members 
Mstep: Class 6 contains 3477 members 
Mstep: Class 7 contains 56101 members 
Mstep: Class 8 contains 17933 members 
Mstep: Class 10 contains 7589 members 
Mstep: Class 11 contains 4292 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 40493 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 19 contains 6452 members 
Mstep: Class 20 contains 23440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23139738.000000 Penalty: 31796.724609
Iteration 103Q: 16 clusters Score -2.313974e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 10796 members 
Mstep: Class 3 contains 23226 members 
Mstep: Class 4 contains 153236 members 
Mstep: Class 5 contains 109252 members 
Mstep: Class 6 contains 3474 members 
Mstep: Class 7 contains 55923 members 
Mstep: Class 8 contains 17898 members 
Mstep: Class 10 contains 7567 members 
Mstep: Class 11 contains 4293 members 
Mstep: Class 14 contains 2350 members 
Mstep: Class 15 contains 40480 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 19 contains 6451 members 
Mstep: Class 20 contains 23419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23139744.000000 Penalty: 31796.724609
Iteration 104Q: 16 clusters Score -2.313974e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 10807 members 
Mstep: Class 3 contains 23200 members 
Mstep: Class 4 contains 153323 members 
Mstep: Class 5 contains 109471 members 
Mstep: Class 6 contains 3472 members 
Mstep: Class 7 contains 55743 members 
Mstep: Class 8 contains 17855 members 
Mstep: Class 10 contains 7548 members 
Mstep: Class 11 contains 4294 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 40463 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 19 contains 6450 members 
Mstep: Class 20 contains 23398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23139844.000000 Penalty: 31796.724609
Iteration 105Q: 16 clusters Score -2.313984e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 10817 members 
Mstep: Class 3 contains 23164 members 
Mstep: Class 4 contains 153418 members 
Mstep: Class 5 contains 109689 members 
Mstep: Class 6 contains 3467 members 
Mstep: Class 7 contains 55557 members 
Mstep: Class 8 contains 17822 members 
Mstep: Class 10 contains 7533 members 
Mstep: Class 11 contains 4295 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 40437 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 19 contains 6450 members 
Mstep: Class 20 contains 23377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23139894.000000 Penalty: 31796.724609
Iteration 106Q: 16 clusters Score -2.313989e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 10833 members 
Mstep: Class 3 contains 23129 members 
Mstep: Class 4 contains 153522 members 
Mstep: Class 5 contains 109899 members 
Mstep: Class 6 contains 3460 members 
Mstep: Class 7 contains 55373 members 
Mstep: Class 8 contains 17788 members 
Mstep: Class 10 contains 7501 members 
Mstep: Class 11 contains 4295 members 
Mstep: Class 14 contains 2339 members 
Mstep: Class 15 contains 40416 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 19 contains 6450 members 
Mstep: Class 20 contains 23359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23139924.000000 Penalty: 31796.724609
Iteration 107Q: 16 clusters Score -2.313992e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 10847 members 
Mstep: Class 3 contains 23086 members 
Mstep: Class 4 contains 153639 members 
Mstep: Class 5 contains 110116 members 
Mstep: Class 6 contains 3457 members 
Mstep: Class 7 contains 55185 members 
Mstep: Class 8 contains 17752 members 
Mstep: Class 10 contains 7469 members 
Mstep: Class 11 contains 4297 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 40394 members 
Mstep: Class 17 contains 2702 members 
Mstep: Class 19 contains 6450 members 
Mstep: Class 20 contains 23335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23139986.000000 Penalty: 31796.724609
Iteration 108Q: 16 clusters Score -2.313999e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 10862 members 
Mstep: Class 3 contains 23045 members 
Mstep: Class 4 contains 153766 members 
Mstep: Class 5 contains 110333 members 
Mstep: Class 6 contains 3453 members 
Mstep: Class 7 contains 54977 members 
Mstep: Class 8 contains 17711 members 
Mstep: Class 10 contains 7446 members 
Mstep: Class 11 contains 4302 members 
Mstep: Class 14 contains 2333 members 
Mstep: Class 15 contains 40378 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 19 contains 6449 members 
Mstep: Class 20 contains 23311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23139996.000000 Penalty: 31796.724609
Iteration 109Q: 16 clusters Score -2.314e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10875 members 
Mstep: Class 3 contains 23017 members 
Mstep: Class 4 contains 153846 members 
Mstep: Class 5 contains 110547 members 
Mstep: Class 6 contains 3447 members 
Mstep: Class 7 contains 54783 members 
Mstep: Class 8 contains 17688 members 
Mstep: Class 10 contains 7432 members 
Mstep: Class 11 contains 4302 members 
Mstep: Class 14 contains 2328 members 
Mstep: Class 15 contains 40368 members 
Mstep: Class 17 contains 2699 members 
Mstep: Class 19 contains 6448 members 
Mstep: Class 20 contains 23287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140024.000000 Penalty: 31796.724609
Iteration 110Q: 16 clusters Score -2.314002e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10892 members 
Mstep: Class 3 contains 22992 members 
Mstep: Class 4 contains 153919 members 
Mstep: Class 5 contains 110763 members 
Mstep: Class 6 contains 3440 members 
Mstep: Class 7 contains 54603 members 
Mstep: Class 8 contains 17662 members 
Mstep: Class 10 contains 7406 members 
Mstep: Class 11 contains 4304 members 
Mstep: Class 14 contains 2324 members 
Mstep: Class 15 contains 40352 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 19 contains 6447 members 
Mstep: Class 20 contains 23266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23139998.000000 Penalty: 31796.724609
Iteration 111Q: 16 clusters Score -2.314e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10905 members 
Mstep: Class 3 contains 22964 members 
Mstep: Class 4 contains 154014 members 
Mstep: Class 5 contains 110968 members 
Mstep: Class 6 contains 3435 members 
Mstep: Class 7 contains 54432 members 
Mstep: Class 8 contains 17625 members 
Mstep: Class 10 contains 7359 members 
Mstep: Class 11 contains 4305 members 
Mstep: Class 14 contains 2328 members 
Mstep: Class 15 contains 40336 members 
Mstep: Class 17 contains 2698 members 
Mstep: Class 19 contains 6449 members 
Mstep: Class 20 contains 23249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23139986.000000 Penalty: 31796.724609
Iteration 112Q: 16 clusters Score -2.313999e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10917 members 
Mstep: Class 3 contains 22921 members 
Mstep: Class 4 contains 154101 members 
Mstep: Class 5 contains 111152 members 
Mstep: Class 6 contains 3431 members 
Mstep: Class 7 contains 54275 members 
Mstep: Class 8 contains 17590 members 
Mstep: Class 10 contains 7326 members 
Mstep: Class 11 contains 4307 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 40327 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 19 contains 6452 members 
Mstep: Class 20 contains 23237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140034.000000 Penalty: 31796.724609
Iteration 113Q: 16 clusters Score -2.314003e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10930 members 
Mstep: Class 3 contains 22871 members 
Mstep: Class 4 contains 154186 members 
Mstep: Class 5 contains 111354 members 
Mstep: Class 6 contains 3421 members 
Mstep: Class 7 contains 54117 members 
Mstep: Class 8 contains 17564 members 
Mstep: Class 10 contains 7295 members 
Mstep: Class 11 contains 4310 members 
Mstep: Class 14 contains 2328 members 
Mstep: Class 15 contains 40316 members 
Mstep: Class 17 contains 2699 members 
Mstep: Class 19 contains 6453 members 
Mstep: Class 20 contains 23223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23139974.000000 Penalty: 31796.724609
Iteration 114Q: 16 clusters Score -2.313997e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10942 members 
Mstep: Class 3 contains 22830 members 
Mstep: Class 4 contains 154244 members 
Mstep: Class 5 contains 111551 members 
Mstep: Class 6 contains 3413 members 
Mstep: Class 7 contains 53954 members 
Mstep: Class 8 contains 17547 members 
Mstep: Class 10 contains 7268 members 
Mstep: Class 11 contains 4313 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 40302 members 
Mstep: Class 17 contains 2699 members 
Mstep: Class 19 contains 6454 members 
Mstep: Class 20 contains 23219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23139998.000000 Penalty: 31796.724609
Iteration 115Q: 16 clusters Score -2.314e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10956 members 
Mstep: Class 3 contains 22784 members 
Mstep: Class 4 contains 154312 members 
Mstep: Class 5 contains 111734 members 
Mstep: Class 6 contains 3402 members 
Mstep: Class 7 contains 53802 members 
Mstep: Class 8 contains 17531 members 
Mstep: Class 10 contains 7241 members 
Mstep: Class 11 contains 4317 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 40289 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 19 contains 6456 members 
Mstep: Class 20 contains 23212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23139986.000000 Penalty: 31796.724609
Iteration 116Q: 16 clusters Score -2.313999e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 10961 members 
Mstep: Class 3 contains 22738 members 
Mstep: Class 4 contains 154374 members 
Mstep: Class 5 contains 111924 members 
Mstep: Class 6 contains 3389 members 
Mstep: Class 7 contains 53659 members 
Mstep: Class 8 contains 17516 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 4322 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 15 contains 40276 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 19 contains 6458 members 
Mstep: Class 20 contains 23201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140030.000000 Penalty: 31796.724609
Iteration 117Q: 16 clusters Score -2.314003e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 10973 members 
Mstep: Class 3 contains 22705 members 
Mstep: Class 4 contains 154408 members 
Mstep: Class 5 contains 112086 members 
Mstep: Class 6 contains 3383 members 
Mstep: Class 7 contains 53556 members 
Mstep: Class 8 contains 17496 members 
Mstep: Class 10 contains 7201 members 
Mstep: Class 11 contains 4325 members 
Mstep: Class 14 contains 2328 members 
Mstep: Class 15 contains 40255 members 
Mstep: Class 17 contains 2699 members 
Mstep: Class 19 contains 6462 members 
Mstep: Class 20 contains 23192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23139930.000000 Penalty: 31796.724609
Iteration 118Q: 16 clusters Score -2.313993e+07 nChanged 322
Entering ConstructFrom: 
Score: -23139930.000000 Penalty: 31796.724609
Entering ConstructFrom: 
Trying to split cluster 1 (1620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Entering Unmasked Estep 
Score: -80140.687500 Penalty: 1200.904541
	Iteration 0F: 2 clusters Score -80140.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -78283.976562 Penalty: 2401.809082
	Iteration 0F: 3 clusters Score -78283.98 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -78663.125000 Penalty: 2401.809082
	Iteration 1F: 3 clusters Score -78663.12 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -78756.671875 Penalty: 2401.809082
	Iteration 2F: 3 clusters Score -78756.67 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -78807.734375 Penalty: 2401.809082
	Iteration 3Q: 3 clusters Score -78807.73 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -78844.250000 Penalty: 2401.809082
	Iteration 4Q: 3 clusters Score -78844.25 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -78876.531250 Penalty: 2401.809082
	Iteration 5Q: 3 clusters Score -78876.53 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -78898.820312 Penalty: 2401.809082
	Iteration 6Q: 3 clusters Score -78898.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -78917.281250 Penalty: 2401.809082
	Iteration 7Q: 3 clusters Score -78917.28 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -78930.187500 Penalty: 2401.809082
	Iteration 8Q: 3 clusters Score -78930.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -78946.945312 Penalty: 2401.809082
	Iteration 9Q: 3 clusters Score -78946.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -78958.367188 Penalty: 2401.809082
	Iteration 10Q: 3 clusters Score -78958.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -78963.304688 Penalty: 2401.809082
	Iteration 11Q: 3 clusters Score -78963.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -78972.437500 Penalty: 2401.809082
	Iteration 12Q: 3 clusters Score -78972.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -78976.437500 Penalty: 2401.809082
	Iteration 13Q: 3 clusters Score -78976.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -78979.601562 Penalty: 2401.809082
	Iteration 14Q: 3 clusters Score -78979.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -78981.781250 Penalty: 2401.809082
	Iteration 15Q: 3 clusters Score -78981.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -78984.390625 Penalty: 2401.809082
	Iteration 16Q: 3 clusters Score -78984.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -78986.390625 Penalty: 2401.809082
	Iteration 17Q: 3 clusters Score -78986.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -78989.304688 Penalty: 2401.809082
	Iteration 18Q: 3 clusters Score -78989.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -78990.117188 Penalty: 2401.809082
	Iteration 19Q: 3 clusters Score -78990.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -78990.117188 Penalty: 2401.809082
	Iteration 20F: 3 clusters Score -78990.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Entering Unmasked Estep 
Score: -538739.937500 Penalty: 1512.005615
	Iteration 0F: 2 clusters Score -538739.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -531036.562500 Penalty: 3024.011230
	Iteration 0F: 3 clusters Score -531036.6 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -533844.187500 Penalty: 3024.011230
	Iteration 1F: 3 clusters Score -533844.2 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -534707.437500 Penalty: 3024.011230
	Iteration 2F: 3 clusters Score -534707.4 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -535886.437500 Penalty: 3024.011230
	Iteration 3F: 3 clusters Score -535886.4 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -536977.500000 Penalty: 3024.011230
	Iteration 4F: 3 clusters Score -536977.5 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -537743.812500 Penalty: 3024.011230
	Iteration 5F: 3 clusters Score -537743.8 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -538213.250000 Penalty: 3024.011230
	Iteration 6F: 3 clusters Score -538213.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -538400.000000 Penalty: 3024.011230
	Iteration 7Q: 3 clusters Score -538400 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -538480.437500 Penalty: 3024.011230
	Iteration 8Q: 3 clusters Score -538480.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -538525.312500 Penalty: 3024.011230
	Iteration 9Q: 3 clusters Score -538525.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -538554.000000 Penalty: 3024.011230
	Iteration 10Q: 3 clusters Score -538554 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -538571.937500 Penalty: 3024.011230
	Iteration 11Q: 3 clusters Score -538571.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -538583.875000 Penalty: 3024.011230
	Iteration 12Q: 3 clusters Score -538583.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -538595.687500 Penalty: 3024.011230
	Iteration 13Q: 3 clusters Score -538595.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -538607.562500 Penalty: 3024.011230
	Iteration 14Q: 3 clusters Score -538607.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -538618.375000 Penalty: 3024.011230
	Iteration 15Q: 3 clusters Score -538618.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -538628.625000 Penalty: 3024.011230
	Iteration 16Q: 3 clusters Score -538628.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -538638.312500 Penalty: 3024.011230
	Iteration 17Q: 3 clusters Score -538638.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -538647.500000 Penalty: 3024.011230
	Iteration 18Q: 3 clusters Score -538647.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -538650.562500 Penalty: 3024.011230
	Iteration 19Q: 3 clusters Score -538650.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -538656.125000 Penalty: 3024.011230
	Iteration 20F: 3 clusters Score -538656.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -538661.812500 Penalty: 3024.011230
	Iteration 21Q: 3 clusters Score -538661.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -538668.750000 Penalty: 3024.011230
	Iteration 22Q: 3 clusters Score -538668.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -538679.500000 Penalty: 3024.011230
	Iteration 23Q: 3 clusters Score -538679.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -538684.500000 Penalty: 3024.011230
	Iteration 24Q: 3 clusters Score -538684.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -538687.562500 Penalty: 3024.011230
	Iteration 25Q: 3 clusters Score -538687.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -538691.062500 Penalty: 3024.011230
	Iteration 26Q: 3 clusters Score -538691.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -538693.812500 Penalty: 3024.011230
	Iteration 27Q: 3 clusters Score -538693.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -538698.500000 Penalty: 3024.011230
	Iteration 28Q: 3 clusters Score -538698.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -538699.750000 Penalty: 3024.011230
	Iteration 29Q: 3 clusters Score -538699.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -538702.875000 Penalty: 3024.011230
	Iteration 30Q: 3 clusters Score -538702.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -538707.312500 Penalty: 3024.011230
	Iteration 31Q: 3 clusters Score -538707.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -538709.812500 Penalty: 3024.011230
	Iteration 32Q: 3 clusters Score -538709.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -538713.812500 Penalty: 3024.011230
	Iteration 33Q: 3 clusters Score -538713.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -538718.125000 Penalty: 3024.011230
	Iteration 34Q: 3 clusters Score -538718.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -538722.125000 Penalty: 3024.011230
	Iteration 35Q: 3 clusters Score -538722.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -538733.187500 Penalty: 3024.011230
	Iteration 36Q: 3 clusters Score -538733.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -538745.187500 Penalty: 3024.011230
	Iteration 37Q: 3 clusters Score -538745.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -538756.250000 Penalty: 3024.011230
	Iteration 38Q: 3 clusters Score -538756.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -538766.187500 Penalty: 3024.011230
	Iteration 39Q: 3 clusters Score -538766.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -538777.562500 Penalty: 3024.011230
	Iteration 40F: 3 clusters Score -538777.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -538790.000000 Penalty: 3024.011230
	Iteration 41Q: 3 clusters Score -538790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -538801.437500 Penalty: 3024.011230
	Iteration 42Q: 3 clusters Score -538801.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -538806.937500 Penalty: 3024.011230
	Iteration 43Q: 3 clusters Score -538806.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -538811.687500 Penalty: 3024.011230
	Iteration 44Q: 3 clusters Score -538811.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -538814.000000 Penalty: 3024.011230
	Iteration 45Q: 3 clusters Score -538814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -538816.937500 Penalty: 3024.011230
	Iteration 46Q: 3 clusters Score -538816.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -538817.875000 Penalty: 3024.011230
	Iteration 47Q: 3 clusters Score -538817.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -538818.687500 Penalty: 3024.011230
	Iteration 48Q: 3 clusters Score -538818.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -538820.500000 Penalty: 3024.011230
	Iteration 49Q: 3 clusters Score -538820.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -538821.187500 Penalty: 3024.011230
	Iteration 50Q: 3 clusters Score -538821.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -538820.562500 Penalty: 3024.011230
	Iteration 51Q: 3 clusters Score -538820.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -538820.625000 Penalty: 3024.011230
	Iteration 52Q: 3 clusters Score -538820.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -538821.937500 Penalty: 3024.011230
	Iteration 53Q: 3 clusters Score -538821.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -538822.312500 Penalty: 3024.011230
	Iteration 54Q: 3 clusters Score -538822.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -538823.062500 Penalty: 3024.011230
	Iteration 55Q: 3 clusters Score -538823.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -538823.062500 Penalty: 3024.011230
	Iteration 56F: 3 clusters Score -538823.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 9875 members 
Mstep: Class 3 contains 22672 members 
Mstep: Class 4 contains 154465 members 
Mstep: Class 5 contains 112234 members 
Mstep: Class 6 contains 3376 members 
Mstep: Class 7 contains 53449 members 
Mstep: Class 8 contains 17471 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 7176 members 
Mstep: Class 11 contains 4327 members 
Mstep: Class 14 contains 2328 members 
Mstep: Class 15 contains 40239 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 19 contains 6465 members 
Mstep: Class 20 contains 23178 members 
Entering Unmasked Estep 
Score: -23139368.000000 Penalty: 33916.507812
Splitting cluster 2 changes total score from -23139930.000000 to -23139368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (22672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Entering Unmasked Estep 
Score: -1217164.500000 Penalty: 1629.693970
	Iteration 0F: 2 clusters Score -1217164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1201760.375000 Penalty: 3259.387939
	Iteration 0F: 3 clusters Score -1201760 nChanged 10342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1207236.250000 Penalty: 3259.387939
	Iteration 1F: 3 clusters Score -1207236 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1207530.125000 Penalty: 3259.387939
	Iteration 2Q: 3 clusters Score -1207530 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1207808.125000 Penalty: 3259.387939
	Iteration 3Q: 3 clusters Score -1207808 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1208087.375000 Penalty: 3259.387939
	Iteration 4Q: 3 clusters Score -1208087 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1208408.750000 Penalty: 3259.387939
	Iteration 5Q: 3 clusters Score -1208409 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1208815.125000 Penalty: 3259.387939
	Iteration 6Q: 3 clusters Score -1208815 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1209331.750000 Penalty: 3259.387939
	Iteration 7Q: 3 clusters Score -1209332 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -1210086.375000 Penalty: 3259.387939
	Iteration 8F: 3 clusters Score -1210086 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1211051.875000 Penalty: 3259.387939
	Iteration 9F: 3 clusters Score -1211052 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -1212149.000000 Penalty: 3259.387939
	Iteration 10F: 3 clusters Score -1212149 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -1213194.875000 Penalty: 3259.387939
	Iteration 11F: 3 clusters Score -1213195 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -1213962.250000 Penalty: 3259.387939
	Iteration 12Q: 3 clusters Score -1213962 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -1214416.250000 Penalty: 3259.387939
	Iteration 13Q: 3 clusters Score -1214416 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -1214659.625000 Penalty: 3259.387939
	Iteration 14Q: 3 clusters Score -1214660 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -1214780.625000 Penalty: 3259.387939
	Iteration 15Q: 3 clusters Score -1214781 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -1214857.625000 Penalty: 3259.387939
	Iteration 16Q: 3 clusters Score -1214858 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -1214915.250000 Penalty: 3259.387939
	Iteration 17Q: 3 clusters Score -1214915 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -1214963.625000 Penalty: 3259.387939
	Iteration 18Q: 3 clusters Score -1214964 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -1214996.875000 Penalty: 3259.387939
	Iteration 19Q: 3 clusters Score -1214997 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -1215030.875000 Penalty: 3259.387939
	Iteration 20F: 3 clusters Score -1215031 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -1215057.625000 Penalty: 3259.387939
	Iteration 21Q: 3 clusters Score -1215058 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -1215086.000000 Penalty: 3259.387939
	Iteration 22Q: 3 clusters Score -1215086 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -1215100.750000 Penalty: 3259.387939
	Iteration 23Q: 3 clusters Score -1215101 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -1215125.250000 Penalty: 3259.387939
	Iteration 24Q: 3 clusters Score -1215125 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -1215139.750000 Penalty: 3259.387939
	Iteration 25Q: 3 clusters Score -1215140 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -1215152.875000 Penalty: 3259.387939
	Iteration 26Q: 3 clusters Score -1215153 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -1215171.750000 Penalty: 3259.387939
	Iteration 27Q: 3 clusters Score -1215172 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -1215188.250000 Penalty: 3259.387939
	Iteration 28Q: 3 clusters Score -1215188 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -1215201.625000 Penalty: 3259.387939
	Iteration 29Q: 3 clusters Score -1215202 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -1215215.000000 Penalty: 3259.387939
	Iteration 30Q: 3 clusters Score -1215215 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -1215227.750000 Penalty: 3259.387939
	Iteration 31Q: 3 clusters Score -1215228 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -1215249.000000 Penalty: 3259.387939
	Iteration 32Q: 3 clusters Score -1215249 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -1215264.375000 Penalty: 3259.387939
	Iteration 33Q: 3 clusters Score -1215264 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -1215277.750000 Penalty: 3259.387939
	Iteration 34Q: 3 clusters Score -1215278 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -1215289.000000 Penalty: 3259.387939
	Iteration 35Q: 3 clusters Score -1215289 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -1215301.125000 Penalty: 3259.387939
	Iteration 36Q: 3 clusters Score -1215301 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -1215318.250000 Penalty: 3259.387939
	Iteration 37Q: 3 clusters Score -1215318 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -1215340.750000 Penalty: 3259.387939
	Iteration 38Q: 3 clusters Score -1215341 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -1215362.750000 Penalty: 3259.387939
	Iteration 39Q: 3 clusters Score -1215363 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -1215380.750000 Penalty: 3259.387939
	Iteration 40F: 3 clusters Score -1215381 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -1215404.250000 Penalty: 3259.387939
	Iteration 41Q: 3 clusters Score -1215404 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -1215430.000000 Penalty: 3259.387939
	Iteration 42Q: 3 clusters Score -1215430 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -1215458.750000 Penalty: 3259.387939
	Iteration 43Q: 3 clusters Score -1215459 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -1215490.000000 Penalty: 3259.387939
	Iteration 44Q: 3 clusters Score -1215490 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -1215521.625000 Penalty: 3259.387939
	Iteration 45Q: 3 clusters Score -1215522 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -1215553.625000 Penalty: 3259.387939
	Iteration 46Q: 3 clusters Score -1215554 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -1215585.000000 Penalty: 3259.387939
	Iteration 47Q: 3 clusters Score -1215585 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -1215610.375000 Penalty: 3259.387939
	Iteration 48Q: 3 clusters Score -1215610 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -1215629.750000 Penalty: 3259.387939
	Iteration 49Q: 3 clusters Score -1215630 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -1215645.500000 Penalty: 3259.387939
	Iteration 50Q: 3 clusters Score -1215646 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -1215668.500000 Penalty: 3259.387939
	Iteration 51Q: 3 clusters Score -1215668 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -1215682.625000 Penalty: 3259.387939
	Iteration 52Q: 3 clusters Score -1215683 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -1215697.000000 Penalty: 3259.387939
	Iteration 53Q: 3 clusters Score -1215697 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -1215713.000000 Penalty: 3259.387939
	Iteration 54Q: 3 clusters Score -1215713 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -1215725.625000 Penalty: 3259.387939
	Iteration 55Q: 3 clusters Score -1215726 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -1215737.750000 Penalty: 3259.387939
	Iteration 56Q: 3 clusters Score -1215738 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -1215748.625000 Penalty: 3259.387939
	Iteration 57Q: 3 clusters Score -1215749 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -1215763.375000 Penalty: 3259.387939
	Iteration 58Q: 3 clusters Score -1215763 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -1215771.375000 Penalty: 3259.387939
	Iteration 59Q: 3 clusters Score -1215771 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -1215780.875000 Penalty: 3259.387939
	Iteration 60F: 3 clusters Score -1215781 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -1215792.125000 Penalty: 3259.387939
	Iteration 61Q: 3 clusters Score -1215792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -1215796.500000 Penalty: 3259.387939
	Iteration 62Q: 3 clusters Score -1215796 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -1215798.750000 Penalty: 3259.387939
	Iteration 63Q: 3 clusters Score -1215799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -1215805.750000 Penalty: 3259.387939
	Iteration 64Q: 3 clusters Score -1215806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -1215809.750000 Penalty: 3259.387939
	Iteration 65Q: 3 clusters Score -1215810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -1215811.500000 Penalty: 3259.387939
	Iteration 66Q: 3 clusters Score -1215812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -1215820.375000 Penalty: 3259.387939
	Iteration 67Q: 3 clusters Score -1215820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -1215823.250000 Penalty: 3259.387939
	Iteration 68Q: 3 clusters Score -1215823 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -1215826.375000 Penalty: 3259.387939
	Iteration 69Q: 3 clusters Score -1215826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -1215830.625000 Penalty: 3259.387939
	Iteration 70Q: 3 clusters Score -1215831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -1215833.750000 Penalty: 3259.387939
	Iteration 71Q: 3 clusters Score -1215834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -1215835.000000 Penalty: 3259.387939
	Iteration 72Q: 3 clusters Score -1215835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -1215834.375000 Penalty: 3259.387939
	Iteration 73Q: 3 clusters Score -1215834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -1215837.500000 Penalty: 3259.387939
	Iteration 74Q: 3 clusters Score -1215838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -1215835.625000 Penalty: 3259.387939
	Iteration 75Q: 3 clusters Score -1215836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -1215838.125000 Penalty: 3259.387939
	Iteration 76Q: 3 clusters Score -1215838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -1215841.250000 Penalty: 3259.387939
	Iteration 77Q: 3 clusters Score -1215841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -1215840.000000 Penalty: 3259.387939
	Iteration 78Q: 3 clusters Score -1215840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -1215842.500000 Penalty: 3259.387939
	Iteration 79Q: 3 clusters Score -1215842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -1215846.625000 Penalty: 3259.387939
	Iteration 80F: 3 clusters Score -1215847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -1215847.625000 Penalty: 3259.387939
	Iteration 81Q: 3 clusters Score -1215848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -1215847.250000 Penalty: 3259.387939
	Iteration 82Q: 3 clusters Score -1215847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -1215846.000000 Penalty: 3259.387939
	Iteration 83Q: 3 clusters Score -1215846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -1215849.875000 Penalty: 3259.387939
	Iteration 84Q: 3 clusters Score -1215850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -1215849.125000 Penalty: 3259.387939
	Iteration 85Q: 3 clusters Score -1215849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -1215854.500000 Penalty: 3259.387939
	Iteration 86Q: 3 clusters Score -1215854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -1215857.250000 Penalty: 3259.387939
	Iteration 87Q: 3 clusters Score -1215857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -1215860.375000 Penalty: 3259.387939
	Iteration 88Q: 3 clusters Score -1215860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -1215860.000000 Penalty: 3259.387939
	Iteration 89Q: 3 clusters Score -1215860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -1215860.625000 Penalty: 3259.387939
	Iteration 90Q: 3 clusters Score -1215861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -1215858.625000 Penalty: 3259.387939
	Iteration 91Q: 3 clusters Score -1215859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -1215861.500000 Penalty: 3259.387939
	Iteration 92Q: 3 clusters Score -1215862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -1215860.375000 Penalty: 3259.387939
	Iteration 93Q: 3 clusters Score -1215860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -1215860.000000 Penalty: 3259.387939
	Iteration 94Q: 3 clusters Score -1215860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -1215858.875000 Penalty: 3259.387939
	Iteration 95Q: 3 clusters Score -1215859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -1215862.500000 Penalty: 3259.387939
	Iteration 96Q: 3 clusters Score -1215862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -1215867.750000 Penalty: 3259.387939
	Iteration 97Q: 3 clusters Score -1215868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -1215867.500000 Penalty: 3259.387939
	Iteration 98Q: 3 clusters Score -1215868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -1215866.250000 Penalty: 3259.387939
	Iteration 99Q: 3 clusters Score -1215866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -1215866.750000 Penalty: 3259.387939
	Iteration 100F: 3 clusters Score -1215867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -1215867.875000 Penalty: 3259.387939
	Iteration 101Q: 3 clusters Score -1215868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -1215870.750000 Penalty: 3259.387939
	Iteration 102Q: 3 clusters Score -1215871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -1215873.750000 Penalty: 3259.387939
	Iteration 103Q: 3 clusters Score -1215874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -1215871.750000 Penalty: 3259.387939
	Iteration 104Q: 3 clusters Score -1215872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -1215872.250000 Penalty: 3259.387939
	Iteration 105Q: 3 clusters Score -1215872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -1215872.750000 Penalty: 3259.387939
	Iteration 106Q: 3 clusters Score -1215873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -1215873.000000 Penalty: 3259.387939
	Iteration 107Q: 3 clusters Score -1215873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -1215873.750000 Penalty: 3259.387939
	Iteration 108Q: 3 clusters Score -1215874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -1215872.875000 Penalty: 3259.387939
	Iteration 109Q: 3 clusters Score -1215873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -1215877.250000 Penalty: 3259.387939
	Iteration 110Q: 3 clusters Score -1215877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -1215876.125000 Penalty: 3259.387939
	Iteration 111Q: 3 clusters Score -1215876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -1215876.250000 Penalty: 3259.387939
	Iteration 112Q: 3 clusters Score -1215876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -1215878.625000 Penalty: 3259.387939
	Iteration 113Q: 3 clusters Score -1215879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -1215877.875000 Penalty: 3259.387939
	Iteration 114Q: 3 clusters Score -1215878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -1215878.500000 Penalty: 3259.387939
	Iteration 115Q: 3 clusters Score -1215878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -1215880.250000 Penalty: 3259.387939
	Iteration 116Q: 3 clusters Score -1215880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -1215879.125000 Penalty: 3259.387939
	Iteration 117Q: 3 clusters Score -1215879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -1215879.000000 Penalty: 3259.387939
	Iteration 118Q: 3 clusters Score -1215879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -1215880.250000 Penalty: 3259.387939
	Iteration 119Q: 3 clusters Score -1215880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -1215879.875000 Penalty: 3259.387939
	Iteration 120F: 3 clusters Score -1215880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -1215880.500000 Penalty: 3259.387939
	Iteration 121Q: 3 clusters Score -1215880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -1215882.625000 Penalty: 3259.387939
	Iteration 122Q: 3 clusters Score -1215883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -1215882.625000 Penalty: 3259.387939
	Iteration 123Q: 3 clusters Score -1215883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -1215882.625000 Penalty: 3259.387939
	Iteration 124F: 3 clusters Score -1215883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (154465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154465 members 
Entering Unmasked Estep 
Score: -8040481.000000 Penalty: 1941.504883
	Iteration 0F: 2 clusters Score -8040481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77342 members 
Mstep: Class 2 contains 77123 members 
Entering Unmasked Estep 
Score: -7936897.000000 Penalty: 3883.009766
	Iteration 0F: 3 clusters Score -7936897 nChanged 74501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80555 members 
Mstep: Class 2 contains 73910 members 
Entering Unmasked Estep 
Score: -7980529.500000 Penalty: 3883.009766
	Iteration 1F: 3 clusters Score -7980530 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82448 members 
Mstep: Class 2 contains 72017 members 
Entering Unmasked Estep 
Score: -7981304.500000 Penalty: 3883.009766
	Iteration 2Q: 3 clusters Score -7981304 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85414 members 
Mstep: Class 2 contains 69051 members 
Entering Unmasked Estep 
Score: -7982360.000000 Penalty: 3883.009766
	Iteration 3Q: 3 clusters Score -7982360 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89988 members 
Mstep: Class 2 contains 64477 members 
Entering Unmasked Estep 
Score: -7984225.500000 Penalty: 3883.009766
	Iteration 4Q: 3 clusters Score -7984226 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96955 members 
Mstep: Class 2 contains 57510 members 
Entering Unmasked Estep 
Score: -7987456.000000 Penalty: 3883.009766
	Iteration 5Q: 3 clusters Score -7987456 nChanged 9916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106725 members 
Mstep: Class 2 contains 47740 members 
Entering Unmasked Estep 
Score: -7993375.500000 Penalty: 3883.009766
	Iteration 6F: 3 clusters Score -7993376 nChanged 13082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119779 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -8004024.000000 Penalty: 3883.009766
	Iteration 7F: 3 clusters Score -8004024 nChanged 14498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134275 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -8018069.500000 Penalty: 3883.009766
	Iteration 8F: 3 clusters Score -8018070 nChanged 11697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145972 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -8030412.500000 Penalty: 3883.009766
	Iteration 9F: 3 clusters Score -8030412 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151986 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -8036504.000000 Penalty: 3883.009766
	Iteration 10Q: 3 clusters Score -8036504 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153787 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8038157.500000 Penalty: 3883.009766
	Iteration 11Q: 3 clusters Score -8038158 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154200 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -8038548.500000 Penalty: 3883.009766
	Iteration 12Q: 3 clusters Score -8038548 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154279 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -8038658.000000 Penalty: 3883.009766
	Iteration 13Q: 3 clusters Score -8038658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154308 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8038721.000000 Penalty: 3883.009766
	Iteration 14Q: 3 clusters Score -8038721 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154314 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -8038741.500000 Penalty: 3883.009766
	Iteration 15Q: 3 clusters Score -8038742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154315 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -8038749.000000 Penalty: 3883.009766
	Iteration 16Q: 3 clusters Score -8038749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154317 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8038752.000000 Penalty: 3883.009766
	Iteration 17Q: 3 clusters Score -8038752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154317 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8038752.000000 Penalty: 3883.009766
	Iteration 18F: 3 clusters Score -8038752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (112234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112234 members 
Entering Unmasked Estep 
Score: -5748204.000000 Penalty: 1889.605469
	Iteration 0F: 2 clusters Score -5748204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56170 members 
Mstep: Class 2 contains 56064 members 
Entering Unmasked Estep 
Score: -5672967.000000 Penalty: 3779.210938
	Iteration 0F: 3 clusters Score -5672967 nChanged 53845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60261 members 
Mstep: Class 2 contains 51973 members 
Entering Unmasked Estep 
Score: -5706054.500000 Penalty: 3779.210938
	Iteration 1F: 3 clusters Score -5706054 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62804 members 
Mstep: Class 2 contains 49430 members 
Entering Unmasked Estep 
Score: -5708517.500000 Penalty: 3779.210938
	Iteration 2F: 3 clusters Score -5708518 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66240 members 
Mstep: Class 2 contains 45994 members 
Entering Unmasked Estep 
Score: -5711787.000000 Penalty: 3779.210938
	Iteration 3F: 3 clusters Score -5711787 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70745 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -5716185.000000 Penalty: 3779.210938
	Iteration 4F: 3 clusters Score -5716185 nChanged 7879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76146 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -5721586.000000 Penalty: 3779.210938
	Iteration 5F: 3 clusters Score -5721586 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81858 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -5727486.000000 Penalty: 3779.210938
	Iteration 6F: 3 clusters Score -5727486 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87075 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -5733055.500000 Penalty: 3779.210938
	Iteration 7F: 3 clusters Score -5733056 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91150 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -5737333.000000 Penalty: 3779.210938
	Iteration 8Q: 3 clusters Score -5737333 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94080 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -5739788.000000 Penalty: 3779.210938
	Iteration 9Q: 3 clusters Score -5739788 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96310 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -5741248.000000 Penalty: 3779.210938
	Iteration 10Q: 3 clusters Score -5741248 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98249 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -5742343.500000 Penalty: 3779.210938
	Iteration 11Q: 3 clusters Score -5742344 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100002 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -5743203.000000 Penalty: 3779.210938
	Iteration 12Q: 3 clusters Score -5743203 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101471 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -5743878.500000 Penalty: 3779.210938
	Iteration 13Q: 3 clusters Score -5743878 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102802 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -5744490.000000 Penalty: 3779.210938
	Iteration 14Q: 3 clusters Score -5744490 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103945 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -5745043.500000 Penalty: 3779.210938
	Iteration 15Q: 3 clusters Score -5745044 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104939 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -5745489.500000 Penalty: 3779.210938
	Iteration 16Q: 3 clusters Score -5745490 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105759 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -5745787.500000 Penalty: 3779.210938
	Iteration 17Q: 3 clusters Score -5745788 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106434 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -5746026.500000 Penalty: 3779.210938
	Iteration 18Q: 3 clusters Score -5746026 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106984 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -5746220.500000 Penalty: 3779.210938
	Iteration 19Q: 3 clusters Score -5746220 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107454 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -5746392.500000 Penalty: 3779.210938
	Iteration 20F: 3 clusters Score -5746392 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107821 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -5746532.500000 Penalty: 3779.210938
	Iteration 21Q: 3 clusters Score -5746532 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108134 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -5746619.500000 Penalty: 3779.210938
	Iteration 22Q: 3 clusters Score -5746620 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108393 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -5746692.000000 Penalty: 3779.210938
	Iteration 23Q: 3 clusters Score -5746692 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108602 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -5746743.500000 Penalty: 3779.210938
	Iteration 24Q: 3 clusters Score -5746744 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108773 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -5746774.500000 Penalty: 3779.210938
	Iteration 25Q: 3 clusters Score -5746774 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108941 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -5746817.000000 Penalty: 3779.210938
	Iteration 26Q: 3 clusters Score -5746817 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109087 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -5746863.500000 Penalty: 3779.210938
	Iteration 27Q: 3 clusters Score -5746864 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109210 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -5746884.500000 Penalty: 3779.210938
	Iteration 28Q: 3 clusters Score -5746884 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109303 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -5746896.000000 Penalty: 3779.210938
	Iteration 29Q: 3 clusters Score -5746896 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109375 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -5746919.000000 Penalty: 3779.210938
	Iteration 30Q: 3 clusters Score -5746919 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109444 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -5746930.000000 Penalty: 3779.210938
	Iteration 31Q: 3 clusters Score -5746930 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109497 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -5746935.500000 Penalty: 3779.210938
	Iteration 32Q: 3 clusters Score -5746936 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109528 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -5746935.500000 Penalty: 3779.210938
	Iteration 33Q: 3 clusters Score -5746936 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109565 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -5746924.000000 Penalty: 3779.210938
	Iteration 34Q: 3 clusters Score -5746924 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109600 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -5746938.000000 Penalty: 3779.210938
	Iteration 35Q: 3 clusters Score -5746938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109627 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -5746951.500000 Penalty: 3779.210938
	Iteration 36Q: 3 clusters Score -5746952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109647 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -5746956.500000 Penalty: 3779.210938
	Iteration 37Q: 3 clusters Score -5746956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109677 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -5746975.000000 Penalty: 3779.210938
	Iteration 38Q: 3 clusters Score -5746975 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109708 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -5746977.500000 Penalty: 3779.210938
	Iteration 39Q: 3 clusters Score -5746978 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109732 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -5746988.500000 Penalty: 3779.210938
	Iteration 40F: 3 clusters Score -5746988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109752 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -5746995.500000 Penalty: 3779.210938
	Iteration 41Q: 3 clusters Score -5746996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109776 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -5746996.000000 Penalty: 3779.210938
	Iteration 42Q: 3 clusters Score -5746996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109789 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -5746992.500000 Penalty: 3779.210938
	Iteration 43Q: 3 clusters Score -5746992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109810 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -5746994.500000 Penalty: 3779.210938
	Iteration 44Q: 3 clusters Score -5746994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109832 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -5746988.500000 Penalty: 3779.210938
	Iteration 45Q: 3 clusters Score -5746988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109856 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -5747006.000000 Penalty: 3779.210938
	Iteration 46Q: 3 clusters Score -5747006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109876 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -5747010.000000 Penalty: 3779.210938
	Iteration 47Q: 3 clusters Score -5747010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109899 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -5747014.500000 Penalty: 3779.210938
	Iteration 48Q: 3 clusters Score -5747014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109913 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -5747009.000000 Penalty: 3779.210938
	Iteration 49Q: 3 clusters Score -5747009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109927 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -5747014.500000 Penalty: 3779.210938
	Iteration 50Q: 3 clusters Score -5747014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109941 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -5747018.500000 Penalty: 3779.210938
	Iteration 51Q: 3 clusters Score -5747018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109955 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -5747026.000000 Penalty: 3779.210938
	Iteration 52Q: 3 clusters Score -5747026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109971 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -5747026.500000 Penalty: 3779.210938
	Iteration 53Q: 3 clusters Score -5747026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109990 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -5747023.500000 Penalty: 3779.210938
	Iteration 54Q: 3 clusters Score -5747024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110009 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -5747036.000000 Penalty: 3779.210938
	Iteration 55Q: 3 clusters Score -5747036 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110030 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -5747039.500000 Penalty: 3779.210938
	Iteration 56Q: 3 clusters Score -5747040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110043 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -5747033.000000 Penalty: 3779.210938
	Iteration 57Q: 3 clusters Score -5747033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110055 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -5747039.500000 Penalty: 3779.210938
	Iteration 58Q: 3 clusters Score -5747040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110064 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -5747039.000000 Penalty: 3779.210938
	Iteration 59Q: 3 clusters Score -5747039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110071 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -5747037.000000 Penalty: 3779.210938
	Iteration 60F: 3 clusters Score -5747037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110076 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -5747040.000000 Penalty: 3779.210938
	Iteration 61Q: 3 clusters Score -5747040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110080 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -5747045.500000 Penalty: 3779.210938
	Iteration 62Q: 3 clusters Score -5747046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110085 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -5747054.500000 Penalty: 3779.210938
	Iteration 63Q: 3 clusters Score -5747054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110085 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -5747057.000000 Penalty: 3779.210938
	Iteration 64Q: 3 clusters Score -5747057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110085 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -5747057.000000 Penalty: 3779.210938
	Iteration 65F: 3 clusters Score -5747057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Entering Unmasked Estep 
Score: -173783.578125 Penalty: 1320.222656
	Iteration 0F: 2 clusters Score -173783.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -170827.625000 Penalty: 2640.445312
	Iteration 0F: 3 clusters Score -170827.6 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -171520.640625 Penalty: 2640.445312
	Iteration 1F: 3 clusters Score -171520.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -171629.578125 Penalty: 2640.445312
	Iteration 2F: 3 clusters Score -171629.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -171707.250000 Penalty: 2640.445312
	Iteration 3Q: 3 clusters Score -171707.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -171760.640625 Penalty: 2640.445312
	Iteration 4Q: 3 clusters Score -171760.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -171802.734375 Penalty: 2640.445312
	Iteration 5Q: 3 clusters Score -171802.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -171836.828125 Penalty: 2640.445312
	Iteration 6Q: 3 clusters Score -171836.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -171854.515625 Penalty: 2640.445312
	Iteration 7Q: 3 clusters Score -171854.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -171876.531250 Penalty: 2640.445312
	Iteration 8Q: 3 clusters Score -171876.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -171891.906250 Penalty: 2640.445312
	Iteration 9Q: 3 clusters Score -171891.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -171901.796875 Penalty: 2640.445312
	Iteration 10Q: 3 clusters Score -171901.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -171908.984375 Penalty: 2640.445312
	Iteration 11Q: 3 clusters Score -171909 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -171915.343750 Penalty: 2640.445312
	Iteration 12Q: 3 clusters Score -171915.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -171921.437500 Penalty: 2640.445312
	Iteration 13Q: 3 clusters Score -171921.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -171931.671875 Penalty: 2640.445312
	Iteration 14Q: 3 clusters Score -171931.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -171942.203125 Penalty: 2640.445312
	Iteration 15Q: 3 clusters Score -171942.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -171948.531250 Penalty: 2640.445312
	Iteration 16Q: 3 clusters Score -171948.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -171957.703125 Penalty: 2640.445312
	Iteration 17Q: 3 clusters Score -171957.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -171968.250000 Penalty: 2640.445312
	Iteration 18Q: 3 clusters Score -171968.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -171976.734375 Penalty: 2640.445312
	Iteration 19Q: 3 clusters Score -171976.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -171986.046875 Penalty: 2640.445312
	Iteration 20F: 3 clusters Score -171986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -171992.812500 Penalty: 2640.445312
	Iteration 21Q: 3 clusters Score -171992.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -171996.937500 Penalty: 2640.445312
	Iteration 22Q: 3 clusters Score -171996.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -172001.203125 Penalty: 2640.445312
	Iteration 23Q: 3 clusters Score -172001.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -172006.375000 Penalty: 2640.445312
	Iteration 24Q: 3 clusters Score -172006.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -172012.328125 Penalty: 2640.445312
	Iteration 25Q: 3 clusters Score -172012.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -172018.078125 Penalty: 2640.445312
	Iteration 26Q: 3 clusters Score -172018.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -172022.921875 Penalty: 2640.445312
	Iteration 27Q: 3 clusters Score -172022.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -172030.750000 Penalty: 2640.445312
	Iteration 28Q: 3 clusters Score -172030.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -172042.125000 Penalty: 2640.445312
	Iteration 29Q: 3 clusters Score -172042.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -172056.843750 Penalty: 2640.445312
	Iteration 30Q: 3 clusters Score -172056.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -172079.359375 Penalty: 2640.445312
	Iteration 31Q: 3 clusters Score -172079.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -172101.250000 Penalty: 2640.445312
	Iteration 32Q: 3 clusters Score -172101.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -172132.968750 Penalty: 2640.445312
	Iteration 33Q: 3 clusters Score -172133 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -172181.015625 Penalty: 2640.445312
	Iteration 34Q: 3 clusters Score -172181 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -172240.796875 Penalty: 2640.445312
	Iteration 35Q: 3 clusters Score -172240.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -172299.125000 Penalty: 2640.445312
	Iteration 36Q: 3 clusters Score -172299.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -172336.234375 Penalty: 2640.445312
	Iteration 37Q: 3 clusters Score -172336.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -172377.687500 Penalty: 2640.445312
	Iteration 38Q: 3 clusters Score -172377.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -172408.062500 Penalty: 2640.445312
	Iteration 39Q: 3 clusters Score -172408.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -172428.765625 Penalty: 2640.445312
	Iteration 40F: 3 clusters Score -172428.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -172447.250000 Penalty: 2640.445312
	Iteration 41Q: 3 clusters Score -172447.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -172467.140625 Penalty: 2640.445312
	Iteration 42Q: 3 clusters Score -172467.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -172485.328125 Penalty: 2640.445312
	Iteration 43Q: 3 clusters Score -172485.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -172499.687500 Penalty: 2640.445312
	Iteration 44Q: 3 clusters Score -172499.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -172509.203125 Penalty: 2640.445312
	Iteration 45Q: 3 clusters Score -172509.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -172518.203125 Penalty: 2640.445312
	Iteration 46Q: 3 clusters Score -172518.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -172530.281250 Penalty: 2640.445312
	Iteration 47Q: 3 clusters Score -172530.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -172541.171875 Penalty: 2640.445312
	Iteration 48Q: 3 clusters Score -172541.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -172554.015625 Penalty: 2640.445312
	Iteration 49Q: 3 clusters Score -172554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -172563.750000 Penalty: 2640.445312
	Iteration 50Q: 3 clusters Score -172563.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -172567.671875 Penalty: 2640.445312
	Iteration 51Q: 3 clusters Score -172567.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -172570.281250 Penalty: 2640.445312
	Iteration 52Q: 3 clusters Score -172570.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -172574.062500 Penalty: 2640.445312
	Iteration 53Q: 3 clusters Score -172574.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -172579.687500 Penalty: 2640.445312
	Iteration 54Q: 3 clusters Score -172579.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -172582.234375 Penalty: 2640.445312
	Iteration 55Q: 3 clusters Score -172582.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -172583.734375 Penalty: 2640.445312
	Iteration 56Q: 3 clusters Score -172583.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -172583.734375 Penalty: 2640.445312
	Iteration 57F: 3 clusters Score -172583.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (53449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53449 members 
Entering Unmasked Estep 
Score: -2802186.250000 Penalty: 1769.053467
	Iteration 0F: 2 clusters Score -2802186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -2766492.000000 Penalty: 3538.106934
	Iteration 0F: 3 clusters Score -2766492 nChanged 25030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -2780626.000000 Penalty: 3538.106934
	Iteration 1F: 3 clusters Score -2780626 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -2781282.750000 Penalty: 3538.106934
	Iteration 2Q: 3 clusters Score -2781283 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -2782073.750000 Penalty: 3538.106934
	Iteration 3Q: 3 clusters Score -2782074 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -2783120.750000 Penalty: 3538.106934
	Iteration 4Q: 3 clusters Score -2783121 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -2784484.250000 Penalty: 3538.106934
	Iteration 5F: 3 clusters Score -2784484 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -2786311.000000 Penalty: 3538.106934
	Iteration 6F: 3 clusters Score -2786311 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -2788678.750000 Penalty: 3538.106934
	Iteration 7F: 3 clusters Score -2788679 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -2791208.250000 Penalty: 3538.106934
	Iteration 8F: 3 clusters Score -2791208 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -2793087.500000 Penalty: 3538.106934
	Iteration 9F: 3 clusters Score -2793088 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -2794195.500000 Penalty: 3538.106934
	Iteration 10Q: 3 clusters Score -2794196 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -2794773.500000 Penalty: 3538.106934
	Iteration 11Q: 3 clusters Score -2794774 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -2795302.000000 Penalty: 3538.106934
	Iteration 12Q: 3 clusters Score -2795302 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -2795852.500000 Penalty: 3538.106934
	Iteration 13Q: 3 clusters Score -2795852 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -2796483.500000 Penalty: 3538.106934
	Iteration 14Q: 3 clusters Score -2796484 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -2797148.500000 Penalty: 3538.106934
	Iteration 15Q: 3 clusters Score -2797148 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -2797830.750000 Penalty: 3538.106934
	Iteration 16Q: 3 clusters Score -2797831 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -2798564.250000 Penalty: 3538.106934
	Iteration 17Q: 3 clusters Score -2798564 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -2799258.000000 Penalty: 3538.106934
	Iteration 18Q: 3 clusters Score -2799258 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -2799863.000000 Penalty: 3538.106934
	Iteration 19Q: 3 clusters Score -2799863 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -2800404.000000 Penalty: 3538.106934
	Iteration 20F: 3 clusters Score -2800404 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -2800895.750000 Penalty: 3538.106934
	Iteration 21Q: 3 clusters Score -2800896 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -2801174.250000 Penalty: 3538.106934
	Iteration 22Q: 3 clusters Score -2801174 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -2801322.750000 Penalty: 3538.106934
	Iteration 23Q: 3 clusters Score -2801323 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -2801396.000000 Penalty: 3538.106934
	Iteration 24Q: 3 clusters Score -2801396 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -2801455.750000 Penalty: 3538.106934
	Iteration 25Q: 3 clusters Score -2801456 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -2801497.500000 Penalty: 3538.106934
	Iteration 26Q: 3 clusters Score -2801498 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -2801517.500000 Penalty: 3538.106934
	Iteration 27Q: 3 clusters Score -2801518 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -2801533.500000 Penalty: 3538.106934
	Iteration 28Q: 3 clusters Score -2801534 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -2801543.000000 Penalty: 3538.106934
	Iteration 29Q: 3 clusters Score -2801543 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -2801544.250000 Penalty: 3538.106934
	Iteration 30Q: 3 clusters Score -2801544 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -2801562.000000 Penalty: 3538.106934
	Iteration 31Q: 3 clusters Score -2801562 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -2801566.500000 Penalty: 3538.106934
	Iteration 32Q: 3 clusters Score -2801566 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -2801573.750000 Penalty: 3538.106934
	Iteration 33Q: 3 clusters Score -2801574 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -2801566.500000 Penalty: 3538.106934
	Iteration 34Q: 3 clusters Score -2801566 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -2801575.750000 Penalty: 3538.106934
	Iteration 35Q: 3 clusters Score -2801576 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -2801586.250000 Penalty: 3538.106934
	Iteration 36Q: 3 clusters Score -2801586 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -2801590.000000 Penalty: 3538.106934
	Iteration 37Q: 3 clusters Score -2801590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -2801592.500000 Penalty: 3538.106934
	Iteration 38Q: 3 clusters Score -2801592 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -2801597.000000 Penalty: 3538.106934
	Iteration 39Q: 3 clusters Score -2801597 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -2801601.250000 Penalty: 3538.106934
	Iteration 40F: 3 clusters Score -2801601 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -2801607.750000 Penalty: 3538.106934
	Iteration 41Q: 3 clusters Score -2801608 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -2801604.000000 Penalty: 3538.106934
	Iteration 42Q: 3 clusters Score -2801604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -2801607.750000 Penalty: 3538.106934
	Iteration 43Q: 3 clusters Score -2801608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -2801608.750000 Penalty: 3538.106934
	Iteration 44Q: 3 clusters Score -2801609 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -2801611.000000 Penalty: 3538.106934
	Iteration 45Q: 3 clusters Score -2801611 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -2801606.500000 Penalty: 3538.106934
	Iteration 46Q: 3 clusters Score -2801606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -2801608.500000 Penalty: 3538.106934
	Iteration 47Q: 3 clusters Score -2801608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 29633 members 
Entering Unmasked Estep 
Score: -2801611.500000 Penalty: 3538.106934
	Iteration 48Q: 3 clusters Score -2801612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -2801610.000000 Penalty: 3538.106934
	Iteration 49Q: 3 clusters Score -2801610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
Score: -2801605.750000 Penalty: 3538.106934
	Iteration 50Q: 3 clusters Score -2801606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -2801606.500000 Penalty: 3538.106934
	Iteration 51Q: 3 clusters Score -2801606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -2801605.250000 Penalty: 3538.106934
	Iteration 52Q: 3 clusters Score -2801605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -2801607.750000 Penalty: 3538.106934
	Iteration 53Q: 3 clusters Score -2801608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -2801610.000000 Penalty: 3538.106934
	Iteration 54Q: 3 clusters Score -2801610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -2801610.750000 Penalty: 3538.106934
	Iteration 55Q: 3 clusters Score -2801611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -2801607.250000 Penalty: 3538.106934
	Iteration 56Q: 3 clusters Score -2801607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -2801609.250000 Penalty: 3538.106934
	Iteration 57Q: 3 clusters Score -2801609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -2801607.500000 Penalty: 3538.106934
	Iteration 58Q: 3 clusters Score -2801608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -2801604.750000 Penalty: 3538.106934
	Iteration 59Q: 3 clusters Score -2801605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -2801608.250000 Penalty: 3538.106934
	Iteration 60F: 3 clusters Score -2801608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -2801607.000000 Penalty: 3538.106934
	Iteration 61Q: 3 clusters Score -2801607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -2801607.000000 Penalty: 3538.106934
	Iteration 62F: 3 clusters Score -2801607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Entering Unmasked Estep 
Score: -934331.687500 Penalty: 1587.348267
	Iteration 0F: 2 clusters Score -934331.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -922297.687500 Penalty: 3174.696533
	Iteration 0F: 3 clusters Score -922297.7 nChanged 7940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -926634.187500 Penalty: 3174.696533
	Iteration 1F: 3 clusters Score -926634.2 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -926967.125000 Penalty: 3174.696533
	Iteration 2F: 3 clusters Score -926967.1 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -927263.562500 Penalty: 3174.696533
	Iteration 3Q: 3 clusters Score -927263.6 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -927594.562500 Penalty: 3174.696533
	Iteration 4Q: 3 clusters Score -927594.6 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -928032.250000 Penalty: 3174.696533
	Iteration 5Q: 3 clusters Score -928032.2 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -928585.437500 Penalty: 3174.696533
	Iteration 6F: 3 clusters Score -928585.4 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -929239.375000 Penalty: 3174.696533
	Iteration 7F: 3 clusters Score -929239.4 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -930009.187500 Penalty: 3174.696533
	Iteration 8F: 3 clusters Score -930009.2 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -930785.312500 Penalty: 3174.696533
	Iteration 9F: 3 clusters Score -930785.3 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -931451.312500 Penalty: 3174.696533
	Iteration 10Q: 3 clusters Score -931451.3 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -931968.562500 Penalty: 3174.696533
	Iteration 11Q: 3 clusters Score -931968.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -932354.625000 Penalty: 3174.696533
	Iteration 12Q: 3 clusters Score -932354.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -932579.687500 Penalty: 3174.696533
	Iteration 13Q: 3 clusters Score -932579.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -932712.500000 Penalty: 3174.696533
	Iteration 14Q: 3 clusters Score -932712.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -932778.687500 Penalty: 3174.696533
	Iteration 15Q: 3 clusters Score -932778.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -932812.000000 Penalty: 3174.696533
	Iteration 16Q: 3 clusters Score -932812 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -932847.187500 Penalty: 3174.696533
	Iteration 17Q: 3 clusters Score -932847.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -932867.250000 Penalty: 3174.696533
	Iteration 18Q: 3 clusters Score -932867.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -932887.812500 Penalty: 3174.696533
	Iteration 19Q: 3 clusters Score -932887.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -932899.125000 Penalty: 3174.696533
	Iteration 20F: 3 clusters Score -932899.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -932911.625000 Penalty: 3174.696533
	Iteration 21Q: 3 clusters Score -932911.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -932923.687500 Penalty: 3174.696533
	Iteration 22Q: 3 clusters Score -932923.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -932935.500000 Penalty: 3174.696533
	Iteration 23Q: 3 clusters Score -932935.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -932946.937500 Penalty: 3174.696533
	Iteration 24Q: 3 clusters Score -932946.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -932951.500000 Penalty: 3174.696533
	Iteration 25Q: 3 clusters Score -932951.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -932955.437500 Penalty: 3174.696533
	Iteration 26Q: 3 clusters Score -932955.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -932960.625000 Penalty: 3174.696533
	Iteration 27Q: 3 clusters Score -932960.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -932964.937500 Penalty: 3174.696533
	Iteration 28Q: 3 clusters Score -932964.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -932966.250000 Penalty: 3174.696533
	Iteration 29Q: 3 clusters Score -932966.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -932967.875000 Penalty: 3174.696533
	Iteration 30Q: 3 clusters Score -932967.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -932971.250000 Penalty: 3174.696533
	Iteration 31Q: 3 clusters Score -932971.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -932972.062500 Penalty: 3174.696533
	Iteration 32Q: 3 clusters Score -932972.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -932972.750000 Penalty: 3174.696533
	Iteration 33Q: 3 clusters Score -932972.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -932973.312500 Penalty: 3174.696533
	Iteration 34Q: 3 clusters Score -932973.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -932976.687500 Penalty: 3174.696533
	Iteration 35Q: 3 clusters Score -932976.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -932978.312500 Penalty: 3174.696533
	Iteration 36Q: 3 clusters Score -932978.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -932981.250000 Penalty: 3174.696533
	Iteration 37Q: 3 clusters Score -932981.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -932983.312500 Penalty: 3174.696533
	Iteration 38Q: 3 clusters Score -932983.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -932985.062500 Penalty: 3174.696533
	Iteration 39Q: 3 clusters Score -932985.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -932986.625000 Penalty: 3174.696533
	Iteration 40F: 3 clusters Score -932986.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -932987.125000 Penalty: 3174.696533
	Iteration 41Q: 3 clusters Score -932987.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -932988.250000 Penalty: 3174.696533
	Iteration 42Q: 3 clusters Score -932988.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -932988.250000 Penalty: 3174.696533
	Iteration 43F: 3 clusters Score -932988.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Entering Unmasked Estep 
Score: -379816.343750 Penalty: 1442.755737
	Iteration 0F: 2 clusters Score -379816.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -374476.500000 Penalty: 2885.511475
	Iteration 0F: 3 clusters Score -374476.5 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -376031.250000 Penalty: 2885.511475
	Iteration 1F: 3 clusters Score -376031.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -376223.875000 Penalty: 2885.511475
	Iteration 2F: 3 clusters Score -376223.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -376358.781250 Penalty: 2885.511475
	Iteration 3Q: 3 clusters Score -376358.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -376490.312500 Penalty: 2885.511475
	Iteration 4Q: 3 clusters Score -376490.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -376607.218750 Penalty: 2885.511475
	Iteration 5Q: 3 clusters Score -376607.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -376731.062500 Penalty: 2885.511475
	Iteration 6Q: 3 clusters Score -376731.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -376863.937500 Penalty: 2885.511475
	Iteration 7Q: 3 clusters Score -376863.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -377021.843750 Penalty: 2885.511475
	Iteration 8Q: 3 clusters Score -377021.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -377202.125000 Penalty: 2885.511475
	Iteration 9Q: 3 clusters Score -377202.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -377381.812500 Penalty: 2885.511475
	Iteration 10Q: 3 clusters Score -377381.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -377563.937500 Penalty: 2885.511475
	Iteration 11Q: 3 clusters Score -377563.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -377707.437500 Penalty: 2885.511475
	Iteration 12Q: 3 clusters Score -377707.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -377826.718750 Penalty: 2885.511475
	Iteration 13Q: 3 clusters Score -377826.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -377913.843750 Penalty: 2885.511475
	Iteration 14Q: 3 clusters Score -377913.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -377998.468750 Penalty: 2885.511475
	Iteration 15Q: 3 clusters Score -377998.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -378079.156250 Penalty: 2885.511475
	Iteration 16Q: 3 clusters Score -378079.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -378143.187500 Penalty: 2885.511475
	Iteration 17Q: 3 clusters Score -378143.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -378201.312500 Penalty: 2885.511475
	Iteration 18Q: 3 clusters Score -378201.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -378261.250000 Penalty: 2885.511475
	Iteration 19Q: 3 clusters Score -378261.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -378313.812500 Penalty: 2885.511475
	Iteration 20F: 3 clusters Score -378313.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -378358.718750 Penalty: 2885.511475
	Iteration 21Q: 3 clusters Score -378358.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -378395.156250 Penalty: 2885.511475
	Iteration 22Q: 3 clusters Score -378395.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -378415.375000 Penalty: 2885.511475
	Iteration 23Q: 3 clusters Score -378415.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -378427.781250 Penalty: 2885.511475
	Iteration 24Q: 3 clusters Score -378427.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -378440.781250 Penalty: 2885.511475
	Iteration 25Q: 3 clusters Score -378440.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -378448.218750 Penalty: 2885.511475
	Iteration 26Q: 3 clusters Score -378448.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -378452.093750 Penalty: 2885.511475
	Iteration 27Q: 3 clusters Score -378452.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -378456.218750 Penalty: 2885.511475
	Iteration 28Q: 3 clusters Score -378456.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -378457.812500 Penalty: 2885.511475
	Iteration 29Q: 3 clusters Score -378457.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -378459.468750 Penalty: 2885.511475
	Iteration 30Q: 3 clusters Score -378459.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -378460.125000 Penalty: 2885.511475
	Iteration 31Q: 3 clusters Score -378460.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -378462.906250 Penalty: 2885.511475
	Iteration 32Q: 3 clusters Score -378462.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -378463.750000 Penalty: 2885.511475
	Iteration 33Q: 3 clusters Score -378463.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -378463.750000 Penalty: 2885.511475
	Iteration 34F: 3 clusters Score -378463.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Entering Unmasked Estep 
Score: -217669.062500 Penalty: 1360.552368
	Iteration 0F: 2 clusters Score -217669.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -214122.078125 Penalty: 2721.104736
	Iteration 0F: 3 clusters Score -214122.1 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -215019.265625 Penalty: 2721.104736
	Iteration 1F: 3 clusters Score -215019.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -215206.750000 Penalty: 2721.104736
	Iteration 2F: 3 clusters Score -215206.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -215359.515625 Penalty: 2721.104736
	Iteration 3F: 3 clusters Score -215359.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -215569.437500 Penalty: 2721.104736
	Iteration 4Q: 3 clusters Score -215569.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -215870.156250 Penalty: 2721.104736
	Iteration 5F: 3 clusters Score -215870.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -216223.875000 Penalty: 2721.104736
	Iteration 6F: 3 clusters Score -216223.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -216551.500000 Penalty: 2721.104736
	Iteration 7F: 3 clusters Score -216551.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -216824.843750 Penalty: 2721.104736
	Iteration 8F: 3 clusters Score -216824.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -217042.406250 Penalty: 2721.104736
	Iteration 9Q: 3 clusters Score -217042.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -217214.843750 Penalty: 2721.104736
	Iteration 10Q: 3 clusters Score -217214.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -217318.484375 Penalty: 2721.104736
	Iteration 11Q: 3 clusters Score -217318.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -217392.156250 Penalty: 2721.104736
	Iteration 12Q: 3 clusters Score -217392.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -217462.031250 Penalty: 2721.104736
	Iteration 13Q: 3 clusters Score -217462 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -217508.359375 Penalty: 2721.104736
	Iteration 14Q: 3 clusters Score -217508.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -217554.531250 Penalty: 2721.104736
	Iteration 15Q: 3 clusters Score -217554.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -217594.937500 Penalty: 2721.104736
	Iteration 16Q: 3 clusters Score -217594.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -217616.281250 Penalty: 2721.104736
	Iteration 17Q: 3 clusters Score -217616.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -217628.734375 Penalty: 2721.104736
	Iteration 18Q: 3 clusters Score -217628.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -217641.281250 Penalty: 2721.104736
	Iteration 19Q: 3 clusters Score -217641.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -217646.875000 Penalty: 2721.104736
	Iteration 20F: 3 clusters Score -217646.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -217649.515625 Penalty: 2721.104736
	Iteration 21Q: 3 clusters Score -217649.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -217650.968750 Penalty: 2721.104736
	Iteration 22Q: 3 clusters Score -217651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -217650.968750 Penalty: 2721.104736
	Iteration 23F: 3 clusters Score -217651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Entering Unmasked Estep 
Score: -111542.007812 Penalty: 1259.824219
	Iteration 0F: 2 clusters Score -111542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -109197.093750 Penalty: 2519.648438
	Iteration 0F: 3 clusters Score -109197.1 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -109759.562500 Penalty: 2519.648438
	Iteration 1F: 3 clusters Score -109759.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -109910.234375 Penalty: 2519.648438
	Iteration 2F: 3 clusters Score -109910.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -110019.843750 Penalty: 2519.648438
	Iteration 3F: 3 clusters Score -110019.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -110135.507812 Penalty: 2519.648438
	Iteration 4Q: 3 clusters Score -110135.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -110227.968750 Penalty: 2519.648438
	Iteration 5Q: 3 clusters Score -110228 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -110299.398438 Penalty: 2519.648438
	Iteration 6Q: 3 clusters Score -110299.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -110351.570312 Penalty: 2519.648438
	Iteration 7Q: 3 clusters Score -110351.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -110382.585938 Penalty: 2519.648438
	Iteration 8Q: 3 clusters Score -110382.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -110401.265625 Penalty: 2519.648438
	Iteration 9Q: 3 clusters Score -110401.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -110419.578125 Penalty: 2519.648438
	Iteration 10Q: 3 clusters Score -110419.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -110432.929688 Penalty: 2519.648438
	Iteration 11Q: 3 clusters Score -110432.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -110441.250000 Penalty: 2519.648438
	Iteration 12Q: 3 clusters Score -110441.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -110448.187500 Penalty: 2519.648438
	Iteration 13Q: 3 clusters Score -110448.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -110456.296875 Penalty: 2519.648438
	Iteration 14Q: 3 clusters Score -110456.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -110462.046875 Penalty: 2519.648438
	Iteration 15Q: 3 clusters Score -110462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -110466.601562 Penalty: 2519.648438
	Iteration 16Q: 3 clusters Score -110466.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -110472.859375 Penalty: 2519.648438
	Iteration 17Q: 3 clusters Score -110472.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -110480.070312 Penalty: 2519.648438
	Iteration 18Q: 3 clusters Score -110480.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -110487.851562 Penalty: 2519.648438
	Iteration 19Q: 3 clusters Score -110487.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -110502.851562 Penalty: 2519.648438
	Iteration 20F: 3 clusters Score -110502.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -110513.648438 Penalty: 2519.648438
	Iteration 21Q: 3 clusters Score -110513.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -110522.218750 Penalty: 2519.648438
	Iteration 22Q: 3 clusters Score -110522.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -110528.828125 Penalty: 2519.648438
	Iteration 23Q: 3 clusters Score -110528.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -110536.765625 Penalty: 2519.648438
	Iteration 24Q: 3 clusters Score -110536.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -110542.804688 Penalty: 2519.648438
	Iteration 25Q: 3 clusters Score -110542.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -110548.210938 Penalty: 2519.648438
	Iteration 26Q: 3 clusters Score -110548.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -110552.914062 Penalty: 2519.648438
	Iteration 27Q: 3 clusters Score -110552.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -110555.945312 Penalty: 2519.648438
	Iteration 28Q: 3 clusters Score -110555.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -110561.101562 Penalty: 2519.648438
	Iteration 29Q: 3 clusters Score -110561.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -110564.437500 Penalty: 2519.648438
	Iteration 30Q: 3 clusters Score -110564.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -110570.062500 Penalty: 2519.648438
	Iteration 31Q: 3 clusters Score -110570.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -110575.203125 Penalty: 2519.648438
	Iteration 32Q: 3 clusters Score -110575.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -110582.835938 Penalty: 2519.648438
	Iteration 33Q: 3 clusters Score -110582.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -110589.109375 Penalty: 2519.648438
	Iteration 34Q: 3 clusters Score -110589.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -110604.882812 Penalty: 2519.648438
	Iteration 35Q: 3 clusters Score -110604.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -110627.296875 Penalty: 2519.648438
	Iteration 36Q: 3 clusters Score -110627.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -110648.726562 Penalty: 2519.648438
	Iteration 37Q: 3 clusters Score -110648.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -110673.093750 Penalty: 2519.648438
	Iteration 38Q: 3 clusters Score -110673.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -110703.664062 Penalty: 2519.648438
	Iteration 39Q: 3 clusters Score -110703.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -110725.546875 Penalty: 2519.648438
	Iteration 40F: 3 clusters Score -110725.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -110743.171875 Penalty: 2519.648438
	Iteration 41Q: 3 clusters Score -110743.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -110770.195312 Penalty: 2519.648438
	Iteration 42Q: 3 clusters Score -110770.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -110789.742188 Penalty: 2519.648438
	Iteration 43Q: 3 clusters Score -110789.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -110798.289062 Penalty: 2519.648438
	Iteration 44Q: 3 clusters Score -110798.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -110800.773438 Penalty: 2519.648438
	Iteration 45Q: 3 clusters Score -110800.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -110802.015625 Penalty: 2519.648438
	Iteration 46Q: 3 clusters Score -110802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -110803.890625 Penalty: 2519.648438
	Iteration 47Q: 3 clusters Score -110803.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -110805.695312 Penalty: 2519.648438
	Iteration 48Q: 3 clusters Score -110805.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -110807.406250 Penalty: 2519.648438
	Iteration 49Q: 3 clusters Score -110807.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -110809.023438 Penalty: 2519.648438
	Iteration 50Q: 3 clusters Score -110809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -110809.820312 Penalty: 2519.648438
	Iteration 51Q: 3 clusters Score -110809.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -110812.273438 Penalty: 2519.648438
	Iteration 52Q: 3 clusters Score -110812.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -110813.710938 Penalty: 2519.648438
	Iteration 53Q: 3 clusters Score -110813.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -110814.742188 Penalty: 2519.648438
	Iteration 54Q: 3 clusters Score -110814.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -110815.750000 Penalty: 2519.648438
	Iteration 55Q: 3 clusters Score -110815.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -110815.671875 Penalty: 2519.648438
	Iteration 56Q: 3 clusters Score -110815.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -110817.078125 Penalty: 2519.648438
	Iteration 57Q: 3 clusters Score -110817.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -110818.656250 Penalty: 2519.648438
	Iteration 58Q: 3 clusters Score -110818.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -110819.031250 Penalty: 2519.648438
	Iteration 59Q: 3 clusters Score -110819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -110819.562500 Penalty: 2519.648438
	Iteration 60F: 3 clusters Score -110819.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -110820.390625 Penalty: 2519.648438
	Iteration 61Q: 3 clusters Score -110820.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -110820.390625 Penalty: 2519.648438
	Iteration 62F: 3 clusters Score -110820.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (40239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Entering Unmasked Estep 
Score: -2111233.500000 Penalty: 1722.921143
	Iteration 0F: 2 clusters Score -2111234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -2084382.375000 Penalty: 3445.842285
	Iteration 0F: 3 clusters Score -2084382 nChanged 18619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -2095095.125000 Penalty: 3445.842285
	Iteration 1F: 3 clusters Score -2095095 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -2096046.000000 Penalty: 3445.842285
	Iteration 2F: 3 clusters Score -2096046 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -2097354.750000 Penalty: 3445.842285
	Iteration 3F: 3 clusters Score -2097355 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -2099111.750000 Penalty: 3445.842285
	Iteration 4F: 3 clusters Score -2099112 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -2101221.250000 Penalty: 3445.842285
	Iteration 5F: 3 clusters Score -2101221 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -2103506.500000 Penalty: 3445.842285
	Iteration 6F: 3 clusters Score -2103506 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -2105738.750000 Penalty: 3445.842285
	Iteration 7F: 3 clusters Score -2105739 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -2107479.000000 Penalty: 3445.842285
	Iteration 8Q: 3 clusters Score -2107479 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
Score: -2108578.750000 Penalty: 3445.842285
	Iteration 9Q: 3 clusters Score -2108579 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -2109139.500000 Penalty: 3445.842285
	Iteration 10Q: 3 clusters Score -2109140 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -2109431.000000 Penalty: 3445.842285
	Iteration 11Q: 3 clusters Score -2109431 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -2109578.250000 Penalty: 3445.842285
	Iteration 12Q: 3 clusters Score -2109578 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -2109651.250000 Penalty: 3445.842285
	Iteration 13Q: 3 clusters Score -2109651 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -2109684.750000 Penalty: 3445.842285
	Iteration 14Q: 3 clusters Score -2109685 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -2109720.750000 Penalty: 3445.842285
	Iteration 15Q: 3 clusters Score -2109721 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -2109751.000000 Penalty: 3445.842285
	Iteration 16Q: 3 clusters Score -2109751 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -2109766.000000 Penalty: 3445.842285
	Iteration 17Q: 3 clusters Score -2109766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -2109774.750000 Penalty: 3445.842285
	Iteration 18Q: 3 clusters Score -2109775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -2109785.250000 Penalty: 3445.842285
	Iteration 19Q: 3 clusters Score -2109785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -2109787.500000 Penalty: 3445.842285
	Iteration 20F: 3 clusters Score -2109788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -2109792.250000 Penalty: 3445.842285
	Iteration 21Q: 3 clusters Score -2109792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -2109795.750000 Penalty: 3445.842285
	Iteration 22Q: 3 clusters Score -2109796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -2109796.000000 Penalty: 3445.842285
	Iteration 23Q: 3 clusters Score -2109796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -2109800.000000 Penalty: 3445.842285
	Iteration 24Q: 3 clusters Score -2109800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -2109806.250000 Penalty: 3445.842285
	Iteration 25Q: 3 clusters Score -2109806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -2109807.500000 Penalty: 3445.842285
	Iteration 26Q: 3 clusters Score -2109808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -2109808.250000 Penalty: 3445.842285
	Iteration 27Q: 3 clusters Score -2109808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -2109808.250000 Penalty: 3445.842285
	Iteration 28F: 3 clusters Score -2109808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Entering Unmasked Estep 
Score: -135250.062500 Penalty: 1283.913696
	Iteration 0F: 2 clusters Score -135250.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -132735.515625 Penalty: 2567.827393
	Iteration 0F: 3 clusters Score -132735.5 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -133347.015625 Penalty: 2567.827393
	Iteration 1F: 3 clusters Score -133347 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -133473.187500 Penalty: 2567.827393
	Iteration 2F: 3 clusters Score -133473.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -133546.734375 Penalty: 2567.827393
	Iteration 3Q: 3 clusters Score -133546.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -133600.500000 Penalty: 2567.827393
	Iteration 4Q: 3 clusters Score -133600.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -133636.203125 Penalty: 2567.827393
	Iteration 5Q: 3 clusters Score -133636.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -133663.421875 Penalty: 2567.827393
	Iteration 6Q: 3 clusters Score -133663.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -133685.000000 Penalty: 2567.827393
	Iteration 7Q: 3 clusters Score -133685 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -133708.234375 Penalty: 2567.827393
	Iteration 8Q: 3 clusters Score -133708.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -133727.812500 Penalty: 2567.827393
	Iteration 9Q: 3 clusters Score -133727.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -133746.640625 Penalty: 2567.827393
	Iteration 10Q: 3 clusters Score -133746.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -133766.437500 Penalty: 2567.827393
	Iteration 11Q: 3 clusters Score -133766.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -133784.843750 Penalty: 2567.827393
	Iteration 12Q: 3 clusters Score -133784.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -133799.812500 Penalty: 2567.827393
	Iteration 13Q: 3 clusters Score -133799.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -133812.171875 Penalty: 2567.827393
	Iteration 14Q: 3 clusters Score -133812.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -133829.671875 Penalty: 2567.827393
	Iteration 15Q: 3 clusters Score -133829.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -133841.718750 Penalty: 2567.827393
	Iteration 16Q: 3 clusters Score -133841.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -133848.359375 Penalty: 2567.827393
	Iteration 17Q: 3 clusters Score -133848.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -133857.171875 Penalty: 2567.827393
	Iteration 18Q: 3 clusters Score -133857.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -133865.359375 Penalty: 2567.827393
	Iteration 19Q: 3 clusters Score -133865.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -133881.468750 Penalty: 2567.827393
	Iteration 20F: 3 clusters Score -133881.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -133894.875000 Penalty: 2567.827393
	Iteration 21Q: 3 clusters Score -133894.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -133907.046875 Penalty: 2567.827393
	Iteration 22Q: 3 clusters Score -133907 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -133921.546875 Penalty: 2567.827393
	Iteration 23Q: 3 clusters Score -133921.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -133938.343750 Penalty: 2567.827393
	Iteration 24Q: 3 clusters Score -133938.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -133956.359375 Penalty: 2567.827393
	Iteration 25Q: 3 clusters Score -133956.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -133974.171875 Penalty: 2567.827393
	Iteration 26Q: 3 clusters Score -133974.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -133996.625000 Penalty: 2567.827393
	Iteration 27Q: 3 clusters Score -133996.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -134008.265625 Penalty: 2567.827393
	Iteration 28Q: 3 clusters Score -134008.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -134018.015625 Penalty: 2567.827393
	Iteration 29Q: 3 clusters Score -134018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -134031.046875 Penalty: 2567.827393
	Iteration 30Q: 3 clusters Score -134031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -134042.062500 Penalty: 2567.827393
	Iteration 31Q: 3 clusters Score -134042.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -134051.203125 Penalty: 2567.827393
	Iteration 32Q: 3 clusters Score -134051.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -134057.625000 Penalty: 2567.827393
	Iteration 33Q: 3 clusters Score -134057.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -134061.531250 Penalty: 2567.827393
	Iteration 34Q: 3 clusters Score -134061.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -134061.875000 Penalty: 2567.827393
	Iteration 35Q: 3 clusters Score -134061.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -134061.875000 Penalty: 2567.827393
	Iteration 36F: 3 clusters Score -134061.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -331771.593750 Penalty: 1425.800781
	Iteration 0F: 2 clusters Score -331771.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -326882.343750 Penalty: 2851.601562
	Iteration 0F: 3 clusters Score -326882.3 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -328409.187500 Penalty: 2851.601562
	Iteration 1F: 3 clusters Score -328409.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -328625.312500 Penalty: 2851.601562
	Iteration 2F: 3 clusters Score -328625.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -328754.250000 Penalty: 2851.601562
	Iteration 3F: 3 clusters Score -328754.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -328856.562500 Penalty: 2851.601562
	Iteration 4Q: 3 clusters Score -328856.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -328934.062500 Penalty: 2851.601562
	Iteration 5Q: 3 clusters Score -328934.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -329005.812500 Penalty: 2851.601562
	Iteration 6Q: 3 clusters Score -329005.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -329071.562500 Penalty: 2851.601562
	Iteration 7Q: 3 clusters Score -329071.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -329142.437500 Penalty: 2851.601562
	Iteration 8Q: 3 clusters Score -329142.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -329225.281250 Penalty: 2851.601562
	Iteration 9Q: 3 clusters Score -329225.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -329334.375000 Penalty: 2851.601562
	Iteration 10Q: 3 clusters Score -329334.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -329450.937500 Penalty: 2851.601562
	Iteration 11Q: 3 clusters Score -329450.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -329587.062500 Penalty: 2851.601562
	Iteration 12Q: 3 clusters Score -329587.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -329745.593750 Penalty: 2851.601562
	Iteration 13Q: 3 clusters Score -329745.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -329884.937500 Penalty: 2851.601562
	Iteration 14Q: 3 clusters Score -329884.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -330012.750000 Penalty: 2851.601562
	Iteration 15Q: 3 clusters Score -330012.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -330132.375000 Penalty: 2851.601562
	Iteration 16Q: 3 clusters Score -330132.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -330221.468750 Penalty: 2851.601562
	Iteration 17Q: 3 clusters Score -330221.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -330329.031250 Penalty: 2851.601562
	Iteration 18Q: 3 clusters Score -330329 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -330428.000000 Penalty: 2851.601562
	Iteration 19Q: 3 clusters Score -330428 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -330501.406250 Penalty: 2851.601562
	Iteration 20F: 3 clusters Score -330501.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -330552.375000 Penalty: 2851.601562
	Iteration 21Q: 3 clusters Score -330552.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -330586.250000 Penalty: 2851.601562
	Iteration 22Q: 3 clusters Score -330586.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -330612.343750 Penalty: 2851.601562
	Iteration 23Q: 3 clusters Score -330612.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -330635.250000 Penalty: 2851.601562
	Iteration 24Q: 3 clusters Score -330635.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -330655.625000 Penalty: 2851.601562
	Iteration 25Q: 3 clusters Score -330655.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -330672.562500 Penalty: 2851.601562
	Iteration 26Q: 3 clusters Score -330672.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -330687.375000 Penalty: 2851.601562
	Iteration 27Q: 3 clusters Score -330687.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -330698.375000 Penalty: 2851.601562
	Iteration 28Q: 3 clusters Score -330698.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -330708.750000 Penalty: 2851.601562
	Iteration 29Q: 3 clusters Score -330708.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -330720.343750 Penalty: 2851.601562
	Iteration 30Q: 3 clusters Score -330720.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -330727.843750 Penalty: 2851.601562
	Iteration 31Q: 3 clusters Score -330727.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -330737.093750 Penalty: 2851.601562
	Iteration 32Q: 3 clusters Score -330737.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -330747.812500 Penalty: 2851.601562
	Iteration 33Q: 3 clusters Score -330747.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -330752.937500 Penalty: 2851.601562
	Iteration 34Q: 3 clusters Score -330752.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -330757.218750 Penalty: 2851.601562
	Iteration 35Q: 3 clusters Score -330757.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -330760.812500 Penalty: 2851.601562
	Iteration 36Q: 3 clusters Score -330760.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -330761.687500 Penalty: 2851.601562
	Iteration 37Q: 3 clusters Score -330761.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -330764.968750 Penalty: 2851.601562
	Iteration 38Q: 3 clusters Score -330765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -330765.687500 Penalty: 2851.601562
	Iteration 39Q: 3 clusters Score -330765.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -330767.343750 Penalty: 2851.601562
	Iteration 40F: 3 clusters Score -330767.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -330769.281250 Penalty: 2851.601562
	Iteration 41Q: 3 clusters Score -330769.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -330770.375000 Penalty: 2851.601562
	Iteration 42Q: 3 clusters Score -330770.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -330771.750000 Penalty: 2851.601562
	Iteration 43Q: 3 clusters Score -330771.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -330774.031250 Penalty: 2851.601562
	Iteration 44Q: 3 clusters Score -330774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -330774.312500 Penalty: 2851.601562
	Iteration 45Q: 3 clusters Score -330774.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -330777.812500 Penalty: 2851.601562
	Iteration 46Q: 3 clusters Score -330777.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -330778.625000 Penalty: 2851.601562
	Iteration 47Q: 3 clusters Score -330778.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -330779.812500 Penalty: 2851.601562
	Iteration 48Q: 3 clusters Score -330779.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -330781.906250 Penalty: 2851.601562
	Iteration 49Q: 3 clusters Score -330781.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -330783.093750 Penalty: 2851.601562
	Iteration 50Q: 3 clusters Score -330783.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -330784.687500 Penalty: 2851.601562
	Iteration 51Q: 3 clusters Score -330784.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -330784.500000 Penalty: 2851.601562
	Iteration 52Q: 3 clusters Score -330784.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -330784.718750 Penalty: 2851.601562
	Iteration 53Q: 3 clusters Score -330784.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -330785.906250 Penalty: 2851.601562
	Iteration 54Q: 3 clusters Score -330785.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -330786.593750 Penalty: 2851.601562
	Iteration 55Q: 3 clusters Score -330786.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -330787.875000 Penalty: 2851.601562
	Iteration 56Q: 3 clusters Score -330787.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -330789.718750 Penalty: 2851.601562
	Iteration 57Q: 3 clusters Score -330789.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -330789.781250 Penalty: 2851.601562
	Iteration 58Q: 3 clusters Score -330789.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -330790.187500 Penalty: 2851.601562
	Iteration 59Q: 3 clusters Score -330790.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -330791.531250 Penalty: 2851.601562
	Iteration 60F: 3 clusters Score -330791.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -330792.281250 Penalty: 2851.601562
	Iteration 61Q: 3 clusters Score -330792.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -330792.281250 Penalty: 2851.601562
	Iteration 62F: 3 clusters Score -330792.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Entering Unmasked Estep 
Score: -1234708.875000 Penalty: 1633.280762
	Iteration 0F: 2 clusters Score -1234709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1218952.000000 Penalty: 3266.561523
	Iteration 0F: 3 clusters Score -1218952 nChanged 10520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1224822.250000 Penalty: 3266.561523
	Iteration 1F: 3 clusters Score -1224822 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1225472.125000 Penalty: 3266.561523
	Iteration 2F: 3 clusters Score -1225472 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -1226370.625000 Penalty: 3266.561523
	Iteration 3F: 3 clusters Score -1226371 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -1227552.625000 Penalty: 3266.561523
	Iteration 4F: 3 clusters Score -1227553 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -1229002.625000 Penalty: 3266.561523
	Iteration 5F: 3 clusters Score -1229003 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -1230461.875000 Penalty: 3266.561523
	Iteration 6F: 3 clusters Score -1230462 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -1231595.375000 Penalty: 3266.561523
	Iteration 7F: 3 clusters Score -1231595 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -1232361.750000 Penalty: 3266.561523
	Iteration 8Q: 3 clusters Score -1232362 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -1232793.125000 Penalty: 3266.561523
	Iteration 9Q: 3 clusters Score -1232793 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -1233009.125000 Penalty: 3266.561523
	Iteration 10Q: 3 clusters Score -1233009 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -1233125.250000 Penalty: 3266.561523
	Iteration 11Q: 3 clusters Score -1233125 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -1233196.750000 Penalty: 3266.561523
	Iteration 12Q: 3 clusters Score -1233197 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -1233241.750000 Penalty: 3266.561523
	Iteration 13Q: 3 clusters Score -1233242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -1233270.875000 Penalty: 3266.561523
	Iteration 14Q: 3 clusters Score -1233271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -1233282.875000 Penalty: 3266.561523
	Iteration 15Q: 3 clusters Score -1233283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -1233289.500000 Penalty: 3266.561523
	Iteration 16Q: 3 clusters Score -1233290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -1233293.750000 Penalty: 3266.561523
	Iteration 17Q: 3 clusters Score -1233294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -1233298.750000 Penalty: 3266.561523
	Iteration 18Q: 3 clusters Score -1233299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -1233301.375000 Penalty: 3266.561523
	Iteration 19Q: 3 clusters Score -1233301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -1233308.625000 Penalty: 3266.561523
	Iteration 20F: 3 clusters Score -1233309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -1233306.750000 Penalty: 3266.561523
	Iteration 21Q: 3 clusters Score -1233307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -1233306.750000 Penalty: 3266.561523
	Iteration 22F: 3 clusters Score -1233307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 10989 members 
Mstep: Class 3 contains 22672 members 
Mstep: Class 4 contains 154465 members 
Mstep: Class 5 contains 112234 members 
Mstep: Class 6 contains 3376 members 
Mstep: Class 7 contains 53449 members 
Mstep: Class 8 contains 17471 members 
Mstep: Class 10 contains 7176 members 
Mstep: Class 11 contains 4327 members 
Mstep: Class 14 contains 2328 members 
Mstep: Class 15 contains 40239 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 19 contains 6465 members 
Mstep: Class 20 contains 23178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23139908.000000 Penalty: 31796.724609
Iteration 119Q: 16 clusters Score -2.313991e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 10998 members 
Mstep: Class 3 contains 22648 members 
Mstep: Class 4 contains 154521 members 
Mstep: Class 5 contains 112390 members 
Mstep: Class 6 contains 3373 members 
Mstep: Class 7 contains 53322 members 
Mstep: Class 8 contains 17452 members 
Mstep: Class 10 contains 7149 members 
Mstep: Class 11 contains 4328 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 15 contains 40226 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 19 contains 6465 members 
Mstep: Class 20 contains 23169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23139918.000000 Penalty: 31796.724609
Iteration 120F: 16 clusters Score -2.313992e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 11007 members 
Mstep: Class 3 contains 22614 members 
Mstep: Class 4 contains 154568 members 
Mstep: Class 5 contains 112567 members 
Mstep: Class 6 contains 3371 members 
Mstep: Class 7 contains 53202 members 
Mstep: Class 8 contains 17426 members 
Mstep: Class 10 contains 7123 members 
Mstep: Class 11 contains 4330 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 40205 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 19 contains 6466 members 
Mstep: Class 20 contains 23161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23139928.000000 Penalty: 31796.724609
Iteration 121Q: 16 clusters Score -2.313993e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 11017 members 
Mstep: Class 3 contains 22585 members 
Mstep: Class 4 contains 154609 members 
Mstep: Class 5 contains 112740 members 
Mstep: Class 6 contains 3365 members 
Mstep: Class 7 contains 53083 members 
Mstep: Class 8 contains 17406 members 
Mstep: Class 10 contains 7098 members 
Mstep: Class 11 contains 4332 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 40190 members 
Mstep: Class 17 contains 2699 members 
Mstep: Class 19 contains 6465 members 
Mstep: Class 20 contains 23149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23139936.000000 Penalty: 31796.724609
Iteration 122Q: 16 clusters Score -2.313994e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 11025 members 
Mstep: Class 3 contains 22548 members 
Mstep: Class 4 contains 154648 members 
Mstep: Class 5 contains 112932 members 
Mstep: Class 6 contains 3363 members 
Mstep: Class 7 contains 52969 members 
Mstep: Class 8 contains 17381 members 
Mstep: Class 10 contains 7076 members 
Mstep: Class 11 contains 4333 members 
Mstep: Class 14 contains 2333 members 
Mstep: Class 15 contains 40167 members 
Mstep: Class 17 contains 2698 members 
Mstep: Class 19 contains 6465 members 
Mstep: Class 20 contains 23132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23139930.000000 Penalty: 31796.724609
Iteration 123Q: 16 clusters Score -2.313993e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 11034 members 
Mstep: Class 3 contains 22522 members 
Mstep: Class 4 contains 154674 members 
Mstep: Class 5 contains 113112 members 
Mstep: Class 6 contains 3359 members 
Mstep: Class 7 contains 52857 members 
Mstep: Class 8 contains 17360 members 
Mstep: Class 10 contains 7055 members 
Mstep: Class 11 contains 4335 members 
Mstep: Class 14 contains 2333 members 
Mstep: Class 15 contains 40142 members 
Mstep: Class 17 contains 2698 members 
Mstep: Class 19 contains 6468 members 
Mstep: Class 20 contains 23121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23139992.000000 Penalty: 31796.724609
Iteration 124Q: 16 clusters Score -2.313999e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 11043 members 
Mstep: Class 3 contains 22490 members 
Mstep: Class 4 contains 154734 members 
Mstep: Class 5 contains 113265 members 
Mstep: Class 6 contains 3354 members 
Mstep: Class 7 contains 52749 members 
Mstep: Class 8 contains 17333 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 4337 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 15 contains 40135 members 
Mstep: Class 17 contains 2698 members 
Mstep: Class 19 contains 6469 members 
Mstep: Class 20 contains 23104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140004.000000 Penalty: 31796.724609
Iteration 125Q: 16 clusters Score -2.314e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 11057 members 
Mstep: Class 3 contains 22468 members 
Mstep: Class 4 contains 154810 members 
Mstep: Class 5 contains 113404 members 
Mstep: Class 6 contains 3351 members 
Mstep: Class 7 contains 52645 members 
Mstep: Class 8 contains 17300 members 
Mstep: Class 10 contains 6999 members 
Mstep: Class 11 contains 4340 members 
Mstep: Class 14 contains 2325 members 
Mstep: Class 15 contains 40120 members 
Mstep: Class 17 contains 2698 members 
Mstep: Class 19 contains 6470 members 
Mstep: Class 20 contains 23081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140000.000000 Penalty: 31796.724609
Iteration 126Q: 16 clusters Score -2.314e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 11079 members 
Mstep: Class 3 contains 22451 members 
Mstep: Class 4 contains 154858 members 
Mstep: Class 5 contains 113544 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 52563 members 
Mstep: Class 8 contains 17272 members 
Mstep: Class 10 contains 6966 members 
Mstep: Class 11 contains 4342 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 40110 members 
Mstep: Class 17 contains 2698 members 
Mstep: Class 19 contains 6468 members 
Mstep: Class 20 contains 23054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23139980.000000 Penalty: 31796.724609
Iteration 127Q: 16 clusters Score -2.313998e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 11088 members 
Mstep: Class 3 contains 22429 members 
Mstep: Class 4 contains 154921 members 
Mstep: Class 5 contains 113660 members 
Mstep: Class 6 contains 3340 members 
Mstep: Class 7 contains 52480 members 
Mstep: Class 8 contains 17246 members 
Mstep: Class 10 contains 6942 members 
Mstep: Class 11 contains 4347 members 
Mstep: Class 14 contains 2318 members 
Mstep: Class 15 contains 40100 members 
Mstep: Class 17 contains 2698 members 
Mstep: Class 19 contains 6469 members 
Mstep: Class 20 contains 23035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140006.000000 Penalty: 31796.724609
Iteration 128Q: 16 clusters Score -2.314001e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 11094 members 
Mstep: Class 3 contains 22409 members 
Mstep: Class 4 contains 154972 members 
Mstep: Class 5 contains 113783 members 
Mstep: Class 6 contains 3330 members 
Mstep: Class 7 contains 52400 members 
Mstep: Class 8 contains 17227 members 
Mstep: Class 10 contains 6916 members 
Mstep: Class 11 contains 4346 members 
Mstep: Class 14 contains 2319 members 
Mstep: Class 15 contains 40092 members 
Mstep: Class 17 contains 2698 members 
Mstep: Class 19 contains 6469 members 
Mstep: Class 20 contains 23019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140022.000000 Penalty: 31796.724609
Iteration 129Q: 16 clusters Score -2.314002e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 11099 members 
Mstep: Class 3 contains 22386 members 
Mstep: Class 4 contains 155018 members 
Mstep: Class 5 contains 113926 members 
Mstep: Class 6 contains 3326 members 
Mstep: Class 7 contains 52311 members 
Mstep: Class 8 contains 17209 members 
Mstep: Class 10 contains 6891 members 
Mstep: Class 11 contains 4346 members 
Mstep: Class 14 contains 2322 members 
Mstep: Class 15 contains 40072 members 
Mstep: Class 17 contains 2698 members 
Mstep: Class 19 contains 6471 members 
Mstep: Class 20 contains 23001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140064.000000 Penalty: 31796.724609
Iteration 130Q: 16 clusters Score -2.314006e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 11108 members 
Mstep: Class 3 contains 22359 members 
Mstep: Class 4 contains 155069 members 
Mstep: Class 5 contains 114060 members 
Mstep: Class 6 contains 3324 members 
Mstep: Class 7 contains 52214 members 
Mstep: Class 8 contains 17187 members 
Mstep: Class 10 contains 6865 members 
Mstep: Class 11 contains 4346 members 
Mstep: Class 14 contains 2324 members 
Mstep: Class 15 contains 40069 members 
Mstep: Class 17 contains 2699 members 
Mstep: Class 19 contains 6473 members 
Mstep: Class 20 contains 22980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140118.000000 Penalty: 31796.724609
Iteration 131Q: 16 clusters Score -2.314012e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 11123 members 
Mstep: Class 3 contains 22337 members 
Mstep: Class 4 contains 155113 members 
Mstep: Class 5 contains 114196 members 
Mstep: Class 6 contains 3323 members 
Mstep: Class 7 contains 52122 members 
Mstep: Class 8 contains 17167 members 
Mstep: Class 10 contains 6833 members 
Mstep: Class 11 contains 4346 members 
Mstep: Class 14 contains 2327 members 
Mstep: Class 15 contains 40055 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 19 contains 6474 members 
Mstep: Class 20 contains 22962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140074.000000 Penalty: 31796.724609
Iteration 132Q: 16 clusters Score -2.314007e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 11131 members 
Mstep: Class 3 contains 22310 members 
Mstep: Class 4 contains 155151 members 
Mstep: Class 5 contains 114355 members 
Mstep: Class 6 contains 3321 members 
Mstep: Class 7 contains 52023 members 
Mstep: Class 8 contains 17148 members 
Mstep: Class 10 contains 6812 members 
Mstep: Class 11 contains 4346 members 
Mstep: Class 14 contains 2325 members 
Mstep: Class 15 contains 40044 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 19 contains 6474 members 
Mstep: Class 20 contains 22938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140042.000000 Penalty: 31796.724609
Iteration 133Q: 16 clusters Score -2.314004e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 11138 members 
Mstep: Class 3 contains 22282 members 
Mstep: Class 4 contains 155184 members 
Mstep: Class 5 contains 114527 members 
Mstep: Class 6 contains 3317 members 
Mstep: Class 7 contains 51935 members 
Mstep: Class 8 contains 17126 members 
Mstep: Class 10 contains 6780 members 
Mstep: Class 11 contains 4347 members 
Mstep: Class 14 contains 2324 members 
Mstep: Class 15 contains 40028 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 19 contains 6472 members 
Mstep: Class 20 contains 22920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140014.000000 Penalty: 31796.724609
Iteration 134Q: 16 clusters Score -2.314001e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 11144 members 
Mstep: Class 3 contains 22253 members 
Mstep: Class 4 contains 155202 members 
Mstep: Class 5 contains 114707 members 
Mstep: Class 6 contains 3314 members 
Mstep: Class 7 contains 51861 members 
Mstep: Class 8 contains 17108 members 
Mstep: Class 10 contains 6751 members 
Mstep: Class 11 contains 4349 members 
Mstep: Class 14 contains 2324 members 
Mstep: Class 15 contains 40009 members 
Mstep: Class 17 contains 2699 members 
Mstep: Class 19 contains 6470 members 
Mstep: Class 20 contains 22891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140050.000000 Penalty: 31796.724609
Iteration 135Q: 16 clusters Score -2.314005e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 11151 members 
Mstep: Class 3 contains 22230 members 
Mstep: Class 4 contains 155224 members 
Mstep: Class 5 contains 114869 members 
Mstep: Class 6 contains 3310 members 
Mstep: Class 7 contains 51788 members 
Mstep: Class 8 contains 17091 members 
Mstep: Class 10 contains 6713 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 14 contains 2325 members 
Mstep: Class 15 contains 39992 members 
Mstep: Class 17 contains 2699 members 
Mstep: Class 19 contains 6469 members 
Mstep: Class 20 contains 22868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140126.000000 Penalty: 31796.724609
Iteration 136Q: 16 clusters Score -2.314013e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 11154 members 
Mstep: Class 3 contains 22210 members 
Mstep: Class 4 contains 155229 members 
Mstep: Class 5 contains 115036 members 
Mstep: Class 6 contains 3309 members 
Mstep: Class 7 contains 51725 members 
Mstep: Class 8 contains 17074 members 
Mstep: Class 10 contains 6676 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 14 contains 2324 members 
Mstep: Class 15 contains 39975 members 
Mstep: Class 17 contains 2698 members 
Mstep: Class 19 contains 6471 members 
Mstep: Class 20 contains 22846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140062.000000 Penalty: 31796.724609
Iteration 137Q: 16 clusters Score -2.314006e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 11162 members 
Mstep: Class 3 contains 22195 members 
Mstep: Class 4 contains 155224 members 
Mstep: Class 5 contains 115180 members 
Mstep: Class 6 contains 3307 members 
Mstep: Class 7 contains 51673 members 
Mstep: Class 8 contains 17064 members 
Mstep: Class 10 contains 6639 members 
Mstep: Class 11 contains 4356 members 
Mstep: Class 14 contains 2324 members 
Mstep: Class 15 contains 39961 members 
Mstep: Class 17 contains 2699 members 
Mstep: Class 19 contains 6470 members 
Mstep: Class 20 contains 22827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140038.000000 Penalty: 31796.724609
Iteration 138Q: 16 clusters Score -2.314004e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 11171 members 
Mstep: Class 3 contains 22174 members 
Mstep: Class 4 contains 155237 members 
Mstep: Class 5 contains 115310 members 
Mstep: Class 6 contains 3304 members 
Mstep: Class 7 contains 51609 members 
Mstep: Class 8 contains 17057 members 
Mstep: Class 10 contains 6603 members 
Mstep: Class 11 contains 4358 members 
Mstep: Class 14 contains 2323 members 
Mstep: Class 15 contains 39949 members 
Mstep: Class 17 contains 2699 members 
Mstep: Class 19 contains 6469 members 
Mstep: Class 20 contains 22818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140094.000000 Penalty: 31796.724609
Iteration 139Q: 16 clusters Score -2.314009e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 11177 members 
Mstep: Class 3 contains 22161 members 
Mstep: Class 4 contains 155241 members 
Mstep: Class 5 contains 115428 members 
Mstep: Class 6 contains 3304 members 
Mstep: Class 7 contains 51545 members 
Mstep: Class 8 contains 17044 members 
Mstep: Class 10 contains 6579 members 
Mstep: Class 11 contains 4362 members 
Mstep: Class 14 contains 2323 members 
Mstep: Class 15 contains 39940 members 
Mstep: Class 17 contains 2699 members 
Mstep: Class 19 contains 6471 members 
Mstep: Class 20 contains 22807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140090.000000 Penalty: 31796.724609
Iteration 140F: 16 clusters Score -2.314009e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 11184 members 
Mstep: Class 3 contains 22144 members 
Mstep: Class 4 contains 155254 members 
Mstep: Class 5 contains 115548 members 
Mstep: Class 6 contains 3302 members 
Mstep: Class 7 contains 51496 members 
Mstep: Class 8 contains 17023 members 
Mstep: Class 10 contains 6543 members 
Mstep: Class 11 contains 4362 members 
Mstep: Class 14 contains 2323 members 
Mstep: Class 15 contains 39940 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 19 contains 6472 members 
Mstep: Class 20 contains 22790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140062.000000 Penalty: 31796.724609
Iteration 141Q: 16 clusters Score -2.314006e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 11185 members 
Mstep: Class 3 contains 22123 members 
Mstep: Class 4 contains 155266 members 
Mstep: Class 5 contains 115667 members 
Mstep: Class 6 contains 3300 members 
Mstep: Class 7 contains 51450 members 
Mstep: Class 8 contains 17005 members 
Mstep: Class 10 contains 6513 members 
Mstep: Class 11 contains 4362 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 39939 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 19 contains 6471 members 
Mstep: Class 20 contains 22779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140108.000000 Penalty: 31796.724609
Iteration 142Q: 16 clusters Score -2.314011e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 11188 members 
Mstep: Class 3 contains 22108 members 
Mstep: Class 4 contains 155271 members 
Mstep: Class 5 contains 115781 members 
Mstep: Class 6 contains 3296 members 
Mstep: Class 7 contains 51396 members 
Mstep: Class 8 contains 16989 members 
Mstep: Class 10 contains 6491 members 
Mstep: Class 11 contains 4363 members 
Mstep: Class 14 contains 2318 members 
Mstep: Class 15 contains 39938 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 19 contains 6471 members 
Mstep: Class 20 contains 22771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140088.000000 Penalty: 31796.724609
Iteration 143Q: 16 clusters Score -2.314009e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 11189 members 
Mstep: Class 3 contains 22082 members 
Mstep: Class 4 contains 155282 members 
Mstep: Class 5 contains 115896 members 
Mstep: Class 6 contains 3289 members 
Mstep: Class 7 contains 51342 members 
Mstep: Class 8 contains 16971 members 
Mstep: Class 10 contains 6476 members 
Mstep: Class 11 contains 4362 members 
Mstep: Class 14 contains 2317 members 
Mstep: Class 15 contains 39936 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 19 contains 6472 members 
Mstep: Class 20 contains 22766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140090.000000 Penalty: 31796.724609
Iteration 144Q: 16 clusters Score -2.314009e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 11191 members 
Mstep: Class 3 contains 22063 members 
Mstep: Class 4 contains 155284 members 
Mstep: Class 5 contains 116028 members 
Mstep: Class 6 contains 3283 members 
Mstep: Class 7 contains 51293 members 
Mstep: Class 8 contains 16949 members 
Mstep: Class 10 contains 6447 members 
Mstep: Class 11 contains 4362 members 
Mstep: Class 14 contains 2317 members 
Mstep: Class 15 contains 39930 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 19 contains 6471 members 
Mstep: Class 20 contains 22763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140076.000000 Penalty: 31796.724609
Iteration 145Q: 16 clusters Score -2.314008e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 11197 members 
Mstep: Class 3 contains 22043 members 
Mstep: Class 4 contains 155284 members 
Mstep: Class 5 contains 116140 members 
Mstep: Class 6 contains 3281 members 
Mstep: Class 7 contains 51253 members 
Mstep: Class 8 contains 16930 members 
Mstep: Class 10 contains 6426 members 
Mstep: Class 11 contains 4362 members 
Mstep: Class 14 contains 2316 members 
Mstep: Class 15 contains 39924 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 19 contains 6473 members 
Mstep: Class 20 contains 22753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140088.000000 Penalty: 31796.724609
Iteration 146Q: 16 clusters Score -2.314009e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 11199 members 
Mstep: Class 3 contains 22024 members 
Mstep: Class 4 contains 155306 members 
Mstep: Class 5 contains 116246 members 
Mstep: Class 6 contains 3278 members 
Mstep: Class 7 contains 51210 members 
Mstep: Class 8 contains 16909 members 
Mstep: Class 10 contains 6407 members 
Mstep: Class 11 contains 4362 members 
Mstep: Class 14 contains 2317 members 
Mstep: Class 15 contains 39913 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 19 contains 6473 members 
Mstep: Class 20 contains 22738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140080.000000 Penalty: 31796.724609
Iteration 147Q: 16 clusters Score -2.314008e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 11200 members 
Mstep: Class 3 contains 21998 members 
Mstep: Class 4 contains 155343 members 
Mstep: Class 5 contains 116339 members 
Mstep: Class 6 contains 3278 members 
Mstep: Class 7 contains 51165 members 
Mstep: Class 8 contains 16888 members 
Mstep: Class 10 contains 6391 members 
Mstep: Class 11 contains 4362 members 
Mstep: Class 14 contains 2317 members 
Mstep: Class 15 contains 39901 members 
Mstep: Class 17 contains 2702 members 
Mstep: Class 19 contains 6476 members 
Mstep: Class 20 contains 22723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140042.000000 Penalty: 31796.724609
Iteration 148Q: 16 clusters Score -2.314004e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 11201 members 
Mstep: Class 3 contains 21967 members 
Mstep: Class 4 contains 155394 members 
Mstep: Class 5 contains 116426 members 
Mstep: Class 6 contains 3277 members 
Mstep: Class 7 contains 51118 members 
Mstep: Class 8 contains 16870 members 
Mstep: Class 10 contains 6378 members 
Mstep: Class 11 contains 4362 members 
Mstep: Class 14 contains 2317 members 
Mstep: Class 15 contains 39885 members 
Mstep: Class 17 contains 2702 members 
Mstep: Class 19 contains 6475 members 
Mstep: Class 20 contains 22711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140046.000000 Penalty: 31796.724609
Iteration 149Q: 16 clusters Score -2.314005e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 11207 members 
Mstep: Class 3 contains 21935 members 
Mstep: Class 4 contains 155454 members 
Mstep: Class 5 contains 116504 members 
Mstep: Class 6 contains 3278 members 
Mstep: Class 7 contains 51074 members 
Mstep: Class 8 contains 16844 members 
Mstep: Class 10 contains 6357 members 
Mstep: Class 11 contains 4362 members 
Mstep: Class 14 contains 2315 members 
Mstep: Class 15 contains 39881 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 19 contains 6473 members 
Mstep: Class 20 contains 22698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140116.000000 Penalty: 31796.724609
Iteration 150Q: 16 clusters Score -2.314012e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 11212 members 
Mstep: Class 3 contains 21916 members 
Mstep: Class 4 contains 155494 members 
Mstep: Class 5 contains 116592 members 
Mstep: Class 6 contains 3275 members 
Mstep: Class 7 contains 51027 members 
Mstep: Class 8 contains 16822 members 
Mstep: Class 10 contains 6339 members 
Mstep: Class 11 contains 4362 members 
Mstep: Class 14 contains 2313 members 
Mstep: Class 15 contains 39875 members 
Mstep: Class 17 contains 2699 members 
Mstep: Class 19 contains 6473 members 
Mstep: Class 20 contains 22686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140120.000000 Penalty: 31796.724609
Iteration 151Q: 16 clusters Score -2.314012e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 11215 members 
Mstep: Class 3 contains 21889 members 
Mstep: Class 4 contains 155539 members 
Mstep: Class 5 contains 116672 members 
Mstep: Class 6 contains 3275 members 
Mstep: Class 7 contains 50966 members 
Mstep: Class 8 contains 16806 members 
Mstep: Class 10 contains 6327 members 
Mstep: Class 11 contains 4363 members 
Mstep: Class 14 contains 2312 members 
Mstep: Class 15 contains 39873 members 
Mstep: Class 17 contains 2699 members 
Mstep: Class 19 contains 6474 members 
Mstep: Class 20 contains 22677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140084.000000 Penalty: 31796.724609
Iteration 152Q: 16 clusters Score -2.314008e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 11214 members 
Mstep: Class 3 contains 21866 members 
Mstep: Class 4 contains 155583 members 
Mstep: Class 5 contains 116769 members 
Mstep: Class 6 contains 3275 members 
Mstep: Class 7 contains 50910 members 
Mstep: Class 8 contains 16788 members 
Mstep: Class 10 contains 6311 members 
Mstep: Class 11 contains 4363 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39869 members 
Mstep: Class 17 contains 2698 members 
Mstep: Class 19 contains 6473 members 
Mstep: Class 20 contains 22661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140118.000000 Penalty: 31796.724609
Iteration 153Q: 16 clusters Score -2.314012e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 11216 members 
Mstep: Class 3 contains 21848 members 
Mstep: Class 4 contains 155608 members 
Mstep: Class 5 contains 116856 members 
Mstep: Class 6 contains 3273 members 
Mstep: Class 7 contains 50865 members 
Mstep: Class 8 contains 16773 members 
Mstep: Class 10 contains 6296 members 
Mstep: Class 11 contains 4363 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39867 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 19 contains 6475 members 
Mstep: Class 20 contains 22647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140140.000000 Penalty: 31796.724609
Iteration 154Q: 16 clusters Score -2.314014e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 11217 members 
Mstep: Class 3 contains 21826 members 
Mstep: Class 4 contains 155638 members 
Mstep: Class 5 contains 116953 members 
Mstep: Class 6 contains 3272 members 
Mstep: Class 7 contains 50812 members 
Mstep: Class 8 contains 16758 members 
Mstep: Class 10 contains 6280 members 
Mstep: Class 11 contains 4361 members 
Mstep: Class 14 contains 2311 members 
Mstep: Class 15 contains 39858 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 19 contains 6479 members 
Mstep: Class 20 contains 22636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140148.000000 Penalty: 31796.724609
Iteration 155Q: 16 clusters Score -2.314015e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 11221 members 
Mstep: Class 3 contains 21810 members 
Mstep: Class 4 contains 155672 members 
Mstep: Class 5 contains 117050 members 
Mstep: Class 6 contains 3270 members 
Mstep: Class 7 contains 50755 members 
Mstep: Class 8 contains 16739 members 
Mstep: Class 10 contains 6261 members 
Mstep: Class 11 contains 4361 members 
Mstep: Class 14 contains 2311 members 
Mstep: Class 15 contains 39854 members 
Mstep: Class 17 contains 2696 members 
Mstep: Class 19 contains 6480 members 
Mstep: Class 20 contains 22618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140142.000000 Penalty: 31796.724609
Iteration 156Q: 16 clusters Score -2.314014e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 11221 members 
Mstep: Class 3 contains 21793 members 
Mstep: Class 4 contains 155709 members 
Mstep: Class 5 contains 117138 members 
Mstep: Class 6 contains 3266 members 
Mstep: Class 7 contains 50704 members 
Mstep: Class 8 contains 16722 members 
Mstep: Class 10 contains 6246 members 
Mstep: Class 11 contains 4360 members 
Mstep: Class 14 contains 2311 members 
Mstep: Class 15 contains 39852 members 
Mstep: Class 17 contains 2696 members 
Mstep: Class 19 contains 6481 members 
Mstep: Class 20 contains 22600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140138.000000 Penalty: 31796.724609
Iteration 157Q: 16 clusters Score -2.314014e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 11219 members 
Mstep: Class 3 contains 21775 members 
Mstep: Class 4 contains 155741 members 
Mstep: Class 5 contains 117207 members 
Mstep: Class 6 contains 3264 members 
Mstep: Class 7 contains 50667 members 
Mstep: Class 8 contains 16708 members 
Mstep: Class 10 contains 6241 members 
Mstep: Class 11 contains 4360 members 
Mstep: Class 14 contains 2311 members 
Mstep: Class 15 contains 39852 members 
Mstep: Class 17 contains 2696 members 
Mstep: Class 19 contains 6480 members 
Mstep: Class 20 contains 22578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140170.000000 Penalty: 31796.724609
Iteration 158Q: 16 clusters Score -2.314017e+07 nChanged 137
Entering ConstructFrom: 
Score: -23140170.000000 Penalty: 31796.724609
Entering ConstructFrom: 
Trying to split cluster 1 (1590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Entering Unmasked Estep 
Score: -78621.281250 Penalty: 1197.867065
	Iteration 0F: 2 clusters Score -78621.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -76791.734375 Penalty: 2395.734131
	Iteration 0F: 3 clusters Score -76791.73 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -77122.554688 Penalty: 2395.734131
	Iteration 1F: 3 clusters Score -77122.55 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -77224.117188 Penalty: 2395.734131
	Iteration 2F: 3 clusters Score -77224.12 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -77275.937500 Penalty: 2395.734131
	Iteration 3Q: 3 clusters Score -77275.94 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -77310.101562 Penalty: 2395.734131
	Iteration 4Q: 3 clusters Score -77310.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -77335.679688 Penalty: 2395.734131
	Iteration 5Q: 3 clusters Score -77335.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -77352.617188 Penalty: 2395.734131
	Iteration 6Q: 3 clusters Score -77352.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -77362.671875 Penalty: 2395.734131
	Iteration 7Q: 3 clusters Score -77362.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -77370.515625 Penalty: 2395.734131
	Iteration 8Q: 3 clusters Score -77370.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -77377.406250 Penalty: 2395.734131
	Iteration 9Q: 3 clusters Score -77377.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -77379.148438 Penalty: 2395.734131
	Iteration 10Q: 3 clusters Score -77379.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -77380.156250 Penalty: 2395.734131
	Iteration 11Q: 3 clusters Score -77380.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -77380.421875 Penalty: 2395.734131
	Iteration 12Q: 3 clusters Score -77380.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -77380.843750 Penalty: 2395.734131
	Iteration 13Q: 3 clusters Score -77380.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -77381.242188 Penalty: 2395.734131
	Iteration 14Q: 3 clusters Score -77381.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -77381.757812 Penalty: 2395.734131
	Iteration 15Q: 3 clusters Score -77381.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -77381.757812 Penalty: 2395.734131
	Iteration 16F: 3 clusters Score -77381.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Entering Unmasked Estep 
Score: -550373.687500 Penalty: 1515.386108
	Iteration 0F: 2 clusters Score -550373.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -542456.812500 Penalty: 3030.772217
	Iteration 0F: 3 clusters Score -542456.8 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -545219.437500 Penalty: 3030.772217
	Iteration 1F: 3 clusters Score -545219.4 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -546009.687500 Penalty: 3030.772217
	Iteration 2F: 3 clusters Score -546009.7 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -547164.000000 Penalty: 3030.772217
	Iteration 3F: 3 clusters Score -547164 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -548372.562500 Penalty: 3030.772217
	Iteration 4F: 3 clusters Score -548372.6 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -549299.937500 Penalty: 3030.772217
	Iteration 5F: 3 clusters Score -549299.9 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -549780.625000 Penalty: 3030.772217
	Iteration 6F: 3 clusters Score -549780.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -549981.812500 Penalty: 3030.772217
	Iteration 7Q: 3 clusters Score -549981.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -550086.062500 Penalty: 3030.772217
	Iteration 8Q: 3 clusters Score -550086.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -550145.937500 Penalty: 3030.772217
	Iteration 9Q: 3 clusters Score -550145.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -550189.625000 Penalty: 3030.772217
	Iteration 10Q: 3 clusters Score -550189.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -550223.500000 Penalty: 3030.772217
	Iteration 11Q: 3 clusters Score -550223.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -550241.687500 Penalty: 3030.772217
	Iteration 12Q: 3 clusters Score -550241.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -550254.125000 Penalty: 3030.772217
	Iteration 13Q: 3 clusters Score -550254.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -550261.687500 Penalty: 3030.772217
	Iteration 14Q: 3 clusters Score -550261.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -550271.625000 Penalty: 3030.772217
	Iteration 15Q: 3 clusters Score -550271.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -550281.875000 Penalty: 3030.772217
	Iteration 16Q: 3 clusters Score -550281.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -550295.375000 Penalty: 3030.772217
	Iteration 17Q: 3 clusters Score -550295.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -550306.500000 Penalty: 3030.772217
	Iteration 18Q: 3 clusters Score -550306.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -550317.562500 Penalty: 3030.772217
	Iteration 19Q: 3 clusters Score -550317.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -550328.437500 Penalty: 3030.772217
	Iteration 20F: 3 clusters Score -550328.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -550338.562500 Penalty: 3030.772217
	Iteration 21Q: 3 clusters Score -550338.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -550343.875000 Penalty: 3030.772217
	Iteration 22Q: 3 clusters Score -550343.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -550349.750000 Penalty: 3030.772217
	Iteration 23Q: 3 clusters Score -550349.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -550351.000000 Penalty: 3030.772217
	Iteration 24Q: 3 clusters Score -550351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -550356.875000 Penalty: 3030.772217
	Iteration 25Q: 3 clusters Score -550356.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -550359.375000 Penalty: 3030.772217
	Iteration 26Q: 3 clusters Score -550359.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -550362.250000 Penalty: 3030.772217
	Iteration 27Q: 3 clusters Score -550362.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -550366.500000 Penalty: 3030.772217
	Iteration 28Q: 3 clusters Score -550366.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -550370.250000 Penalty: 3030.772217
	Iteration 29Q: 3 clusters Score -550370.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -550376.187500 Penalty: 3030.772217
	Iteration 30Q: 3 clusters Score -550376.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -550384.062500 Penalty: 3030.772217
	Iteration 31Q: 3 clusters Score -550384.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -550387.000000 Penalty: 3030.772217
	Iteration 32Q: 3 clusters Score -550387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -550390.000000 Penalty: 3030.772217
	Iteration 33Q: 3 clusters Score -550390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -550393.000000 Penalty: 3030.772217
	Iteration 34Q: 3 clusters Score -550393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -550394.562500 Penalty: 3030.772217
	Iteration 35Q: 3 clusters Score -550394.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -550396.937500 Penalty: 3030.772217
	Iteration 36Q: 3 clusters Score -550396.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -550397.750000 Penalty: 3030.772217
	Iteration 37Q: 3 clusters Score -550397.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -550401.000000 Penalty: 3030.772217
	Iteration 38Q: 3 clusters Score -550401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -550404.312500 Penalty: 3030.772217
	Iteration 39Q: 3 clusters Score -550404.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -550405.937500 Penalty: 3030.772217
	Iteration 40F: 3 clusters Score -550405.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -550406.187500 Penalty: 3030.772217
	Iteration 41Q: 3 clusters Score -550406.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -550406.687500 Penalty: 3030.772217
	Iteration 42Q: 3 clusters Score -550406.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -550409.000000 Penalty: 3030.772217
	Iteration 43Q: 3 clusters Score -550409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -550411.187500 Penalty: 3030.772217
	Iteration 44Q: 3 clusters Score -550411.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -550413.062500 Penalty: 3030.772217
	Iteration 45Q: 3 clusters Score -550413.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -550415.750000 Penalty: 3030.772217
	Iteration 46Q: 3 clusters Score -550415.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -550419.875000 Penalty: 3030.772217
	Iteration 47Q: 3 clusters Score -550419.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -550421.875000 Penalty: 3030.772217
	Iteration 48Q: 3 clusters Score -550421.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -550425.875000 Penalty: 3030.772217
	Iteration 49Q: 3 clusters Score -550425.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -550432.062500 Penalty: 3030.772217
	Iteration 50Q: 3 clusters Score -550432.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -550440.812500 Penalty: 3030.772217
	Iteration 51Q: 3 clusters Score -550440.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -550450.250000 Penalty: 3030.772217
	Iteration 52Q: 3 clusters Score -550450.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -550464.500000 Penalty: 3030.772217
	Iteration 53Q: 3 clusters Score -550464.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -550476.250000 Penalty: 3030.772217
	Iteration 54Q: 3 clusters Score -550476.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -550485.250000 Penalty: 3030.772217
	Iteration 55Q: 3 clusters Score -550485.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -550494.687500 Penalty: 3030.772217
	Iteration 56Q: 3 clusters Score -550494.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -550501.312500 Penalty: 3030.772217
	Iteration 57Q: 3 clusters Score -550501.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -550507.437500 Penalty: 3030.772217
	Iteration 58Q: 3 clusters Score -550507.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -550508.562500 Penalty: 3030.772217
	Iteration 59Q: 3 clusters Score -550508.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -550509.875000 Penalty: 3030.772217
	Iteration 60F: 3 clusters Score -550509.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -550509.562500 Penalty: 3030.772217
	Iteration 61Q: 3 clusters Score -550509.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -550512.250000 Penalty: 3030.772217
	Iteration 62Q: 3 clusters Score -550512.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -550512.187500 Penalty: 3030.772217
	Iteration 63Q: 3 clusters Score -550512.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -550514.000000 Penalty: 3030.772217
	Iteration 64Q: 3 clusters Score -550514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -550514.937500 Penalty: 3030.772217
	Iteration 65Q: 3 clusters Score -550514.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -550514.437500 Penalty: 3030.772217
	Iteration 66Q: 3 clusters Score -550514.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -550514.437500 Penalty: 3030.772217
	Iteration 67F: 3 clusters Score -550514.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 10060 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 155765 members 
Mstep: Class 5 contains 117282 members 
Mstep: Class 6 contains 3260 members 
Mstep: Class 7 contains 50635 members 
Mstep: Class 8 contains 16695 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 6223 members 
Mstep: Class 11 contains 4360 members 
Mstep: Class 14 contains 2312 members 
Mstep: Class 15 contains 39855 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 19 contains 6478 members 
Mstep: Class 20 contains 22556 members 
Entering Unmasked Estep 
Score: -23139686.000000 Penalty: 33916.507812
Splitting cluster 2 changes total score from -23140170.000000 to -23139686.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (21761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Entering Unmasked Estep 
Score: -1168759.875000 Penalty: 1623.029663
	Iteration 0F: 2 clusters Score -1168760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1153972.750000 Penalty: 3246.059326
	Iteration 0F: 3 clusters Score -1153973 nChanged 9885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1159311.625000 Penalty: 3246.059326
	Iteration 1F: 3 clusters Score -1159312 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1159602.375000 Penalty: 3246.059326
	Iteration 2Q: 3 clusters Score -1159602 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1159868.875000 Penalty: 3246.059326
	Iteration 3Q: 3 clusters Score -1159869 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1160138.000000 Penalty: 3246.059326
	Iteration 4Q: 3 clusters Score -1160138 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1160465.625000 Penalty: 3246.059326
	Iteration 5Q: 3 clusters Score -1160466 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1160948.125000 Penalty: 3246.059326
	Iteration 6Q: 3 clusters Score -1160948 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1161600.500000 Penalty: 3246.059326
	Iteration 7Q: 3 clusters Score -1161600 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1162355.875000 Penalty: 3246.059326
	Iteration 8F: 3 clusters Score -1162356 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1163219.625000 Penalty: 3246.059326
	Iteration 9F: 3 clusters Score -1163220 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1164057.125000 Penalty: 3246.059326
	Iteration 10F: 3 clusters Score -1164057 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -1164655.875000 Penalty: 3246.059326
	Iteration 11Q: 3 clusters Score -1164656 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -1165036.125000 Penalty: 3246.059326
	Iteration 12Q: 3 clusters Score -1165036 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1165292.750000 Penalty: 3246.059326
	Iteration 13Q: 3 clusters Score -1165293 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1165473.750000 Penalty: 3246.059326
	Iteration 14Q: 3 clusters Score -1165474 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1165656.875000 Penalty: 3246.059326
	Iteration 15Q: 3 clusters Score -1165657 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -1165854.000000 Penalty: 3246.059326
	Iteration 16Q: 3 clusters Score -1165854 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -1166018.875000 Penalty: 3246.059326
	Iteration 17Q: 3 clusters Score -1166019 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -1166176.250000 Penalty: 3246.059326
	Iteration 18Q: 3 clusters Score -1166176 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -1166294.500000 Penalty: 3246.059326
	Iteration 19Q: 3 clusters Score -1166294 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -1166392.375000 Penalty: 3246.059326
	Iteration 20F: 3 clusters Score -1166392 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -1166464.750000 Penalty: 3246.059326
	Iteration 21Q: 3 clusters Score -1166465 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -1166524.625000 Penalty: 3246.059326
	Iteration 22Q: 3 clusters Score -1166525 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -1166585.250000 Penalty: 3246.059326
	Iteration 23Q: 3 clusters Score -1166585 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -1166633.000000 Penalty: 3246.059326
	Iteration 24Q: 3 clusters Score -1166633 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -1166664.250000 Penalty: 3246.059326
	Iteration 25Q: 3 clusters Score -1166664 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -1166700.500000 Penalty: 3246.059326
	Iteration 26Q: 3 clusters Score -1166700 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -1166740.250000 Penalty: 3246.059326
	Iteration 27Q: 3 clusters Score -1166740 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -1166766.750000 Penalty: 3246.059326
	Iteration 28Q: 3 clusters Score -1166767 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -1166801.625000 Penalty: 3246.059326
	Iteration 29Q: 3 clusters Score -1166802 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -1166835.500000 Penalty: 3246.059326
	Iteration 30Q: 3 clusters Score -1166836 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -1166866.250000 Penalty: 3246.059326
	Iteration 31Q: 3 clusters Score -1166866 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -1166899.500000 Penalty: 3246.059326
	Iteration 32Q: 3 clusters Score -1166900 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -1166921.625000 Penalty: 3246.059326
	Iteration 33Q: 3 clusters Score -1166922 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -1166941.875000 Penalty: 3246.059326
	Iteration 34Q: 3 clusters Score -1166942 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -1166969.125000 Penalty: 3246.059326
	Iteration 35Q: 3 clusters Score -1166969 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -1166984.250000 Penalty: 3246.059326
	Iteration 36Q: 3 clusters Score -1166984 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -1166998.375000 Penalty: 3246.059326
	Iteration 37Q: 3 clusters Score -1166998 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -1167011.750000 Penalty: 3246.059326
	Iteration 38Q: 3 clusters Score -1167012 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -1167035.375000 Penalty: 3246.059326
	Iteration 39Q: 3 clusters Score -1167035 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -1167060.750000 Penalty: 3246.059326
	Iteration 40F: 3 clusters Score -1167061 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -1167077.250000 Penalty: 3246.059326
	Iteration 41Q: 3 clusters Score -1167077 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -1167094.875000 Penalty: 3246.059326
	Iteration 42Q: 3 clusters Score -1167095 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -1167115.125000 Penalty: 3246.059326
	Iteration 43Q: 3 clusters Score -1167115 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -1167135.875000 Penalty: 3246.059326
	Iteration 44Q: 3 clusters Score -1167136 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -1167150.625000 Penalty: 3246.059326
	Iteration 45Q: 3 clusters Score -1167151 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -1167165.000000 Penalty: 3246.059326
	Iteration 46Q: 3 clusters Score -1167165 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -1167172.750000 Penalty: 3246.059326
	Iteration 47Q: 3 clusters Score -1167173 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -1167180.500000 Penalty: 3246.059326
	Iteration 48Q: 3 clusters Score -1167180 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -1167200.250000 Penalty: 3246.059326
	Iteration 49Q: 3 clusters Score -1167200 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -1167208.000000 Penalty: 3246.059326
	Iteration 50Q: 3 clusters Score -1167208 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -1167221.375000 Penalty: 3246.059326
	Iteration 51Q: 3 clusters Score -1167221 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -1167229.375000 Penalty: 3246.059326
	Iteration 52Q: 3 clusters Score -1167229 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -1167241.625000 Penalty: 3246.059326
	Iteration 53Q: 3 clusters Score -1167242 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -1167254.125000 Penalty: 3246.059326
	Iteration 54Q: 3 clusters Score -1167254 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -1167269.000000 Penalty: 3246.059326
	Iteration 55Q: 3 clusters Score -1167269 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -1167280.375000 Penalty: 3246.059326
	Iteration 56Q: 3 clusters Score -1167280 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -1167297.250000 Penalty: 3246.059326
	Iteration 57Q: 3 clusters Score -1167297 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -1167310.625000 Penalty: 3246.059326
	Iteration 58Q: 3 clusters Score -1167311 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -1167318.250000 Penalty: 3246.059326
	Iteration 59Q: 3 clusters Score -1167318 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -1167327.750000 Penalty: 3246.059326
	Iteration 60F: 3 clusters Score -1167328 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -1167339.875000 Penalty: 3246.059326
	Iteration 61Q: 3 clusters Score -1167340 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -1167346.250000 Penalty: 3246.059326
	Iteration 62Q: 3 clusters Score -1167346 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -1167357.375000 Penalty: 3246.059326
	Iteration 63Q: 3 clusters Score -1167357 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -1167363.125000 Penalty: 3246.059326
	Iteration 64Q: 3 clusters Score -1167363 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -1167368.125000 Penalty: 3246.059326
	Iteration 65Q: 3 clusters Score -1167368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -1167374.250000 Penalty: 3246.059326
	Iteration 66Q: 3 clusters Score -1167374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -1167376.500000 Penalty: 3246.059326
	Iteration 67Q: 3 clusters Score -1167376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -1167378.125000 Penalty: 3246.059326
	Iteration 68Q: 3 clusters Score -1167378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -1167381.000000 Penalty: 3246.059326
	Iteration 69Q: 3 clusters Score -1167381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -1167383.375000 Penalty: 3246.059326
	Iteration 70Q: 3 clusters Score -1167383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -1167389.250000 Penalty: 3246.059326
	Iteration 71Q: 3 clusters Score -1167389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -1167391.500000 Penalty: 3246.059326
	Iteration 72Q: 3 clusters Score -1167392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -1167395.000000 Penalty: 3246.059326
	Iteration 73Q: 3 clusters Score -1167395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -1167396.375000 Penalty: 3246.059326
	Iteration 74Q: 3 clusters Score -1167396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -1167397.000000 Penalty: 3246.059326
	Iteration 75Q: 3 clusters Score -1167397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -1167396.875000 Penalty: 3246.059326
	Iteration 76Q: 3 clusters Score -1167397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -1167400.875000 Penalty: 3246.059326
	Iteration 77Q: 3 clusters Score -1167401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -1167401.625000 Penalty: 3246.059326
	Iteration 78Q: 3 clusters Score -1167402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -1167403.750000 Penalty: 3246.059326
	Iteration 79Q: 3 clusters Score -1167404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -1167406.125000 Penalty: 3246.059326
	Iteration 80F: 3 clusters Score -1167406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -1167405.375000 Penalty: 3246.059326
	Iteration 81Q: 3 clusters Score -1167405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -1167409.125000 Penalty: 3246.059326
	Iteration 82Q: 3 clusters Score -1167409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -1167410.500000 Penalty: 3246.059326
	Iteration 83Q: 3 clusters Score -1167410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -1167413.875000 Penalty: 3246.059326
	Iteration 84Q: 3 clusters Score -1167414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -1167421.500000 Penalty: 3246.059326
	Iteration 85Q: 3 clusters Score -1167422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -1167420.750000 Penalty: 3246.059326
	Iteration 86Q: 3 clusters Score -1167421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -1167422.625000 Penalty: 3246.059326
	Iteration 87Q: 3 clusters Score -1167423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -1167426.875000 Penalty: 3246.059326
	Iteration 88Q: 3 clusters Score -1167427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -1167434.250000 Penalty: 3246.059326
	Iteration 89Q: 3 clusters Score -1167434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -1167436.375000 Penalty: 3246.059326
	Iteration 90Q: 3 clusters Score -1167436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -1167436.375000 Penalty: 3246.059326
	Iteration 91Q: 3 clusters Score -1167436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -1167439.500000 Penalty: 3246.059326
	Iteration 92Q: 3 clusters Score -1167440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -1167439.375000 Penalty: 3246.059326
	Iteration 93Q: 3 clusters Score -1167439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -1167442.750000 Penalty: 3246.059326
	Iteration 94Q: 3 clusters Score -1167443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -1167441.500000 Penalty: 3246.059326
	Iteration 95Q: 3 clusters Score -1167442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -1167442.750000 Penalty: 3246.059326
	Iteration 96Q: 3 clusters Score -1167443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -1167445.875000 Penalty: 3246.059326
	Iteration 97Q: 3 clusters Score -1167446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -1167444.500000 Penalty: 3246.059326
	Iteration 98Q: 3 clusters Score -1167444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -1167444.000000 Penalty: 3246.059326
	Iteration 99Q: 3 clusters Score -1167444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -1167443.625000 Penalty: 3246.059326
	Iteration 100F: 3 clusters Score -1167444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -1167444.500000 Penalty: 3246.059326
	Iteration 101Q: 3 clusters Score -1167444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -1167444.500000 Penalty: 3246.059326
	Iteration 102F: 3 clusters Score -1167444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (155765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155765 members 
Entering Unmasked Estep 
Score: -8106257.000000 Penalty: 1942.866821
	Iteration 0F: 2 clusters Score -8106257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78130 members 
Mstep: Class 2 contains 77635 members 
Entering Unmasked Estep 
Score: -8001501.500000 Penalty: 3885.733643
	Iteration 0F: 3 clusters Score -8001502 nChanged 75212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82486 members 
Mstep: Class 2 contains 73279 members 
Entering Unmasked Estep 
Score: -8045803.500000 Penalty: 3885.733643
	Iteration 1F: 3 clusters Score -8045804 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85208 members 
Mstep: Class 2 contains 70557 members 
Entering Unmasked Estep 
Score: -8046856.500000 Penalty: 3885.733643
	Iteration 2Q: 3 clusters Score -8046856 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89341 members 
Mstep: Class 2 contains 66424 members 
Entering Unmasked Estep 
Score: -8048410.000000 Penalty: 3885.733643
	Iteration 3Q: 3 clusters Score -8048410 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95703 members 
Mstep: Class 2 contains 60062 members 
Entering Unmasked Estep 
Score: -8051285.000000 Penalty: 3885.733643
	Iteration 4Q: 3 clusters Score -8051285 nChanged 9710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105345 members 
Mstep: Class 2 contains 50420 members 
Entering Unmasked Estep 
Score: -8057189.000000 Penalty: 3885.733643
	Iteration 5F: 3 clusters Score -8057189 nChanged 13162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118499 members 
Mstep: Class 2 contains 37266 members 
Entering Unmasked Estep 
Score: -8067680.500000 Penalty: 3885.733643
	Iteration 6F: 3 clusters Score -8067680 nChanged 14959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133456 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -8082108.500000 Penalty: 3885.733643
	Iteration 7F: 3 clusters Score -8082108 nChanged 12501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145957 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -8094925.500000 Penalty: 3885.733643
	Iteration 8F: 3 clusters Score -8094926 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152628 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -8101633.500000 Penalty: 3885.733643
	Iteration 9Q: 3 clusters Score -8101634 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154870 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8103726.000000 Penalty: 3885.733643
	Iteration 10Q: 3 clusters Score -8103726 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155422 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8104240.500000 Penalty: 3885.733643
	Iteration 11Q: 3 clusters Score -8104240 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155548 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8104409.000000 Penalty: 3885.733643
	Iteration 12Q: 3 clusters Score -8104409 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155588 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -8104478.500000 Penalty: 3885.733643
	Iteration 13Q: 3 clusters Score -8104478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155598 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -8104513.500000 Penalty: 3885.733643
	Iteration 14Q: 3 clusters Score -8104514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155599 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -8104521.500000 Penalty: 3885.733643
	Iteration 15Q: 3 clusters Score -8104522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155602 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -8104529.500000 Penalty: 3885.733643
	Iteration 16Q: 3 clusters Score -8104530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155602 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -8104526.500000 Penalty: 3885.733643
	Iteration 17Q: 3 clusters Score -8104526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155604 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -8104529.000000 Penalty: 3885.733643
	Iteration 18Q: 3 clusters Score -8104529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155604 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -8104529.000000 Penalty: 3885.733643
	Iteration 19F: 3 clusters Score -8104529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (117282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117282 members 
Entering Unmasked Estep 
Score: -6004037.500000 Penalty: 1896.754639
	Iteration 0F: 2 clusters Score -6004038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58543 members 
Mstep: Class 2 contains 58739 members 
Entering Unmasked Estep 
Score: -5925271.000000 Penalty: 3793.509277
	Iteration 0F: 3 clusters Score -5925271 nChanged 56523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56496 members 
Mstep: Class 2 contains 60786 members 
Entering Unmasked Estep 
Score: -5958242.500000 Penalty: 3793.509277
	Iteration 1F: 3 clusters Score -5958242 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55145 members 
Mstep: Class 2 contains 62137 members 
Entering Unmasked Estep 
Score: -5959212.000000 Penalty: 3793.509277
	Iteration 2Q: 3 clusters Score -5959212 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52983 members 
Mstep: Class 2 contains 64299 members 
Entering Unmasked Estep 
Score: -5960557.500000 Penalty: 3793.509277
	Iteration 3Q: 3 clusters Score -5960558 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49649 members 
Mstep: Class 2 contains 67633 members 
Entering Unmasked Estep 
Score: -5962677.000000 Penalty: 3793.509277
	Iteration 4Q: 3 clusters Score -5962677 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 72513 members 
Entering Unmasked Estep 
Score: -5966421.500000 Penalty: 3793.509277
	Iteration 5F: 3 clusters Score -5966422 nChanged 8293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 79098 members 
Entering Unmasked Estep 
Score: -5972287.000000 Penalty: 3793.509277
	Iteration 6F: 3 clusters Score -5972287 nChanged 9108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 86564 members 
Entering Unmasked Estep 
Score: -5980188.500000 Penalty: 3793.509277
	Iteration 7F: 3 clusters Score -5980188 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 93238 members 
Entering Unmasked Estep 
Score: -5988160.000000 Penalty: 3793.509277
	Iteration 8F: 3 clusters Score -5988160 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 97648 members 
Entering Unmasked Estep 
Score: -5993700.500000 Penalty: 3793.509277
	Iteration 9F: 3 clusters Score -5993700 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 100227 members 
Entering Unmasked Estep 
Score: -5996584.500000 Penalty: 3793.509277
	Iteration 10Q: 3 clusters Score -5996584 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 101916 members 
Entering Unmasked Estep 
Score: -5997914.000000 Penalty: 3793.509277
	Iteration 11Q: 3 clusters Score -5997914 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 103327 members 
Entering Unmasked Estep 
Score: -5998621.000000 Penalty: 3793.509277
	Iteration 12Q: 3 clusters Score -5998621 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 104604 members 
Entering Unmasked Estep 
Score: -5999214.000000 Penalty: 3793.509277
	Iteration 13Q: 3 clusters Score -5999214 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 105865 members 
Entering Unmasked Estep 
Score: -5999718.500000 Penalty: 3793.509277
	Iteration 14Q: 3 clusters Score -5999718 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 107005 members 
Entering Unmasked Estep 
Score: -6000214.500000 Penalty: 3793.509277
	Iteration 15Q: 3 clusters Score -6000214 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 108084 members 
Entering Unmasked Estep 
Score: -6000676.000000 Penalty: 3793.509277
	Iteration 16Q: 3 clusters Score -6000676 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 109058 members 
Entering Unmasked Estep 
Score: -6001101.500000 Penalty: 3793.509277
	Iteration 17Q: 3 clusters Score -6001102 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 109868 members 
Entering Unmasked Estep 
Score: -6001359.500000 Penalty: 3793.509277
	Iteration 18Q: 3 clusters Score -6001360 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 110577 members 
Entering Unmasked Estep 
Score: -6001626.000000 Penalty: 3793.509277
	Iteration 19Q: 3 clusters Score -6001626 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 111208 members 
Entering Unmasked Estep 
Score: -6001851.500000 Penalty: 3793.509277
	Iteration 20F: 3 clusters Score -6001852 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 111792 members 
Entering Unmasked Estep 
Score: -6002089.000000 Penalty: 3793.509277
	Iteration 21Q: 3 clusters Score -6002089 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 112306 members 
Entering Unmasked Estep 
Score: -6002248.000000 Penalty: 3793.509277
	Iteration 22Q: 3 clusters Score -6002248 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 112732 members 
Entering Unmasked Estep 
Score: -6002425.000000 Penalty: 3793.509277
	Iteration 23Q: 3 clusters Score -6002425 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 113088 members 
Entering Unmasked Estep 
Score: -6002528.500000 Penalty: 3793.509277
	Iteration 24Q: 3 clusters Score -6002528 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 113395 members 
Entering Unmasked Estep 
Score: -6002591.500000 Penalty: 3793.509277
	Iteration 25Q: 3 clusters Score -6002592 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 113654 members 
Entering Unmasked Estep 
Score: -6002662.000000 Penalty: 3793.509277
	Iteration 26Q: 3 clusters Score -6002662 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 113873 members 
Entering Unmasked Estep 
Score: -6002710.500000 Penalty: 3793.509277
	Iteration 27Q: 3 clusters Score -6002710 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 114046 members 
Entering Unmasked Estep 
Score: -6002762.000000 Penalty: 3793.509277
	Iteration 28Q: 3 clusters Score -6002762 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 114191 members 
Entering Unmasked Estep 
Score: -6002779.000000 Penalty: 3793.509277
	Iteration 29Q: 3 clusters Score -6002779 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 114309 members 
Entering Unmasked Estep 
Score: -6002790.500000 Penalty: 3793.509277
	Iteration 30Q: 3 clusters Score -6002790 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 114398 members 
Entering Unmasked Estep 
Score: -6002821.000000 Penalty: 3793.509277
	Iteration 31Q: 3 clusters Score -6002821 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 114471 members 
Entering Unmasked Estep 
Score: -6002820.000000 Penalty: 3793.509277
	Iteration 32Q: 3 clusters Score -6002820 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 114530 members 
Entering Unmasked Estep 
Score: -6002837.500000 Penalty: 3793.509277
	Iteration 33Q: 3 clusters Score -6002838 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 114592 members 
Entering Unmasked Estep 
Score: -6002833.000000 Penalty: 3793.509277
	Iteration 34Q: 3 clusters Score -6002833 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 114660 members 
Entering Unmasked Estep 
Score: -6002847.000000 Penalty: 3793.509277
	Iteration 35Q: 3 clusters Score -6002847 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 114721 members 
Entering Unmasked Estep 
Score: -6002857.500000 Penalty: 3793.509277
	Iteration 36Q: 3 clusters Score -6002858 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 114776 members 
Entering Unmasked Estep 
Score: -6002856.500000 Penalty: 3793.509277
	Iteration 37Q: 3 clusters Score -6002856 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 114820 members 
Entering Unmasked Estep 
Score: -6002864.500000 Penalty: 3793.509277
	Iteration 38Q: 3 clusters Score -6002864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 114847 members 
Entering Unmasked Estep 
Score: -6002865.000000 Penalty: 3793.509277
	Iteration 39Q: 3 clusters Score -6002865 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 114867 members 
Entering Unmasked Estep 
Score: -6002867.500000 Penalty: 3793.509277
	Iteration 40F: 3 clusters Score -6002868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 114882 members 
Entering Unmasked Estep 
Score: -6002875.500000 Penalty: 3793.509277
	Iteration 41Q: 3 clusters Score -6002876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 114898 members 
Entering Unmasked Estep 
Score: -6002883.500000 Penalty: 3793.509277
	Iteration 42Q: 3 clusters Score -6002884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 114912 members 
Entering Unmasked Estep 
Score: -6002884.500000 Penalty: 3793.509277
	Iteration 43Q: 3 clusters Score -6002884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 114932 members 
Entering Unmasked Estep 
Score: -6002891.500000 Penalty: 3793.509277
	Iteration 44Q: 3 clusters Score -6002892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 114945 members 
Entering Unmasked Estep 
Score: -6002887.000000 Penalty: 3793.509277
	Iteration 45Q: 3 clusters Score -6002887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 114958 members 
Entering Unmasked Estep 
Score: -6002889.500000 Penalty: 3793.509277
	Iteration 46Q: 3 clusters Score -6002890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 114967 members 
Entering Unmasked Estep 
Score: -6002888.000000 Penalty: 3793.509277
	Iteration 47Q: 3 clusters Score -6002888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 114972 members 
Entering Unmasked Estep 
Score: -6002895.500000 Penalty: 3793.509277
	Iteration 48Q: 3 clusters Score -6002896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 114976 members 
Entering Unmasked Estep 
Score: -6002896.500000 Penalty: 3793.509277
	Iteration 49Q: 3 clusters Score -6002896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 114979 members 
Entering Unmasked Estep 
Score: -6002898.500000 Penalty: 3793.509277
	Iteration 50Q: 3 clusters Score -6002898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 114983 members 
Entering Unmasked Estep 
Score: -6002906.500000 Penalty: 3793.509277
	Iteration 51Q: 3 clusters Score -6002906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 114987 members 
Entering Unmasked Estep 
Score: -6002908.500000 Penalty: 3793.509277
	Iteration 52Q: 3 clusters Score -6002908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 114990 members 
Entering Unmasked Estep 
Score: -6002907.500000 Penalty: 3793.509277
	Iteration 53Q: 3 clusters Score -6002908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 114992 members 
Entering Unmasked Estep 
Score: -6002905.000000 Penalty: 3793.509277
	Iteration 54Q: 3 clusters Score -6002905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 114993 members 
Entering Unmasked Estep 
Score: -6002904.500000 Penalty: 3793.509277
	Iteration 55Q: 3 clusters Score -6002904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 114994 members 
Entering Unmasked Estep 
Score: -6002906.000000 Penalty: 3793.509277
	Iteration 56Q: 3 clusters Score -6002906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 114997 members 
Entering Unmasked Estep 
Score: -6002905.000000 Penalty: 3793.509277
	Iteration 57Q: 3 clusters Score -6002905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 115001 members 
Entering Unmasked Estep 
Score: -6002906.500000 Penalty: 3793.509277
	Iteration 58Q: 3 clusters Score -6002906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 115004 members 
Entering Unmasked Estep 
Score: -6002907.000000 Penalty: 3793.509277
	Iteration 59Q: 3 clusters Score -6002907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 115008 members 
Entering Unmasked Estep 
Score: -6002912.500000 Penalty: 3793.509277
	Iteration 60F: 3 clusters Score -6002912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 115012 members 
Entering Unmasked Estep 
Score: -6002913.500000 Penalty: 3793.509277
	Iteration 61Q: 3 clusters Score -6002914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 115016 members 
Entering Unmasked Estep 
Score: -6002911.000000 Penalty: 3793.509277
	Iteration 62Q: 3 clusters Score -6002911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 115025 members 
Entering Unmasked Estep 
Score: -6002919.500000 Penalty: 3793.509277
	Iteration 63Q: 3 clusters Score -6002920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 115029 members 
Entering Unmasked Estep 
Score: -6002919.500000 Penalty: 3793.509277
	Iteration 64Q: 3 clusters Score -6002920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 115032 members 
Entering Unmasked Estep 
Score: -6002919.000000 Penalty: 3793.509277
	Iteration 65Q: 3 clusters Score -6002919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 115036 members 
Entering Unmasked Estep 
Score: -6002910.500000 Penalty: 3793.509277
	Iteration 66Q: 3 clusters Score -6002910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 115036 members 
Entering Unmasked Estep 
Score: -6002910.500000 Penalty: 3793.509277
	Iteration 67F: 3 clusters Score -6002910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Entering Unmasked Estep 
Score: -167767.312500 Penalty: 1314.540894
	Iteration 0F: 2 clusters Score -167767.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -164865.875000 Penalty: 2629.081787
	Iteration 0F: 3 clusters Score -164865.9 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -165605.093750 Penalty: 2629.081787
	Iteration 1F: 3 clusters Score -165605.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -165758.937500 Penalty: 2629.081787
	Iteration 2F: 3 clusters Score -165758.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -165833.015625 Penalty: 2629.081787
	Iteration 3Q: 3 clusters Score -165833 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -165879.828125 Penalty: 2629.081787
	Iteration 4Q: 3 clusters Score -165879.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -165925.203125 Penalty: 2629.081787
	Iteration 5Q: 3 clusters Score -165925.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -165964.718750 Penalty: 2629.081787
	Iteration 6Q: 3 clusters Score -165964.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -165992.625000 Penalty: 2629.081787
	Iteration 7Q: 3 clusters Score -165992.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -166011.593750 Penalty: 2629.081787
	Iteration 8Q: 3 clusters Score -166011.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -166028.250000 Penalty: 2629.081787
	Iteration 9Q: 3 clusters Score -166028.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -166039.734375 Penalty: 2629.081787
	Iteration 10Q: 3 clusters Score -166039.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -166049.078125 Penalty: 2629.081787
	Iteration 11Q: 3 clusters Score -166049.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -166059.312500 Penalty: 2629.081787
	Iteration 12Q: 3 clusters Score -166059.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -166070.546875 Penalty: 2629.081787
	Iteration 13Q: 3 clusters Score -166070.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -166082.921875 Penalty: 2629.081787
	Iteration 14Q: 3 clusters Score -166082.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -166096.406250 Penalty: 2629.081787
	Iteration 15Q: 3 clusters Score -166096.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -166105.312500 Penalty: 2629.081787
	Iteration 16Q: 3 clusters Score -166105.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -166114.375000 Penalty: 2629.081787
	Iteration 17Q: 3 clusters Score -166114.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -166122.687500 Penalty: 2629.081787
	Iteration 18Q: 3 clusters Score -166122.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -166130.843750 Penalty: 2629.081787
	Iteration 19Q: 3 clusters Score -166130.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -166137.890625 Penalty: 2629.081787
	Iteration 20F: 3 clusters Score -166137.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -166144.515625 Penalty: 2629.081787
	Iteration 21Q: 3 clusters Score -166144.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -166155.921875 Penalty: 2629.081787
	Iteration 22Q: 3 clusters Score -166155.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -166165.187500 Penalty: 2629.081787
	Iteration 23Q: 3 clusters Score -166165.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -166174.187500 Penalty: 2629.081787
	Iteration 24Q: 3 clusters Score -166174.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -166183.046875 Penalty: 2629.081787
	Iteration 25Q: 3 clusters Score -166183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -166190.328125 Penalty: 2629.081787
	Iteration 26Q: 3 clusters Score -166190.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -166200.328125 Penalty: 2629.081787
	Iteration 27Q: 3 clusters Score -166200.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -166213.218750 Penalty: 2629.081787
	Iteration 28Q: 3 clusters Score -166213.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -166228.671875 Penalty: 2629.081787
	Iteration 29Q: 3 clusters Score -166228.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -166240.500000 Penalty: 2629.081787
	Iteration 30Q: 3 clusters Score -166240.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -166252.968750 Penalty: 2629.081787
	Iteration 31Q: 3 clusters Score -166253 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -166265.265625 Penalty: 2629.081787
	Iteration 32Q: 3 clusters Score -166265.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -166275.328125 Penalty: 2629.081787
	Iteration 33Q: 3 clusters Score -166275.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -166288.984375 Penalty: 2629.081787
	Iteration 34Q: 3 clusters Score -166289 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -166305.437500 Penalty: 2629.081787
	Iteration 35Q: 3 clusters Score -166305.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -166320.984375 Penalty: 2629.081787
	Iteration 36Q: 3 clusters Score -166321 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -166334.406250 Penalty: 2629.081787
	Iteration 37Q: 3 clusters Score -166334.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -166352.734375 Penalty: 2629.081787
	Iteration 38Q: 3 clusters Score -166352.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -166369.000000 Penalty: 2629.081787
	Iteration 39Q: 3 clusters Score -166369 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -166389.687500 Penalty: 2629.081787
	Iteration 40F: 3 clusters Score -166389.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -166405.484375 Penalty: 2629.081787
	Iteration 41Q: 3 clusters Score -166405.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -166415.203125 Penalty: 2629.081787
	Iteration 42Q: 3 clusters Score -166415.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -166426.109375 Penalty: 2629.081787
	Iteration 43Q: 3 clusters Score -166426.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -166435.140625 Penalty: 2629.081787
	Iteration 44Q: 3 clusters Score -166435.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -166447.921875 Penalty: 2629.081787
	Iteration 45Q: 3 clusters Score -166447.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -166458.953125 Penalty: 2629.081787
	Iteration 46Q: 3 clusters Score -166459 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -166474.015625 Penalty: 2629.081787
	Iteration 47Q: 3 clusters Score -166474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -166488.375000 Penalty: 2629.081787
	Iteration 48Q: 3 clusters Score -166488.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -166497.953125 Penalty: 2629.081787
	Iteration 49Q: 3 clusters Score -166498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -166509.906250 Penalty: 2629.081787
	Iteration 50Q: 3 clusters Score -166509.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -166519.093750 Penalty: 2629.081787
	Iteration 51Q: 3 clusters Score -166519.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -166523.609375 Penalty: 2629.081787
	Iteration 52Q: 3 clusters Score -166523.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -166525.250000 Penalty: 2629.081787
	Iteration 53Q: 3 clusters Score -166525.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -166528.718750 Penalty: 2629.081787
	Iteration 54Q: 3 clusters Score -166528.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -166530.578125 Penalty: 2629.081787
	Iteration 55Q: 3 clusters Score -166530.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -166533.625000 Penalty: 2629.081787
	Iteration 56Q: 3 clusters Score -166533.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -166534.578125 Penalty: 2629.081787
	Iteration 57Q: 3 clusters Score -166534.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -166536.078125 Penalty: 2629.081787
	Iteration 58Q: 3 clusters Score -166536.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -166538.875000 Penalty: 2629.081787
	Iteration 59Q: 3 clusters Score -166538.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -166539.625000 Penalty: 2629.081787
	Iteration 60F: 3 clusters Score -166539.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (50635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50635 members 
Entering Unmasked Estep 
Score: -2656610.000000 Penalty: 1760.264771
	Iteration 0F: 2 clusters Score -2656610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -2622842.250000 Penalty: 3520.529541
	Iteration 0F: 3 clusters Score -2622842 nChanged 23631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -2636130.500000 Penalty: 3520.529541
	Iteration 1F: 3 clusters Score -2636130 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -2636655.750000 Penalty: 3520.529541
	Iteration 2Q: 3 clusters Score -2636656 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -2637261.000000 Penalty: 3520.529541
	Iteration 3Q: 3 clusters Score -2637261 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -2638073.750000 Penalty: 3520.529541
	Iteration 4Q: 3 clusters Score -2638074 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -2639202.250000 Penalty: 3520.529541
	Iteration 5Q: 3 clusters Score -2639202 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -2640745.000000 Penalty: 3520.529541
	Iteration 6F: 3 clusters Score -2640745 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -2642736.500000 Penalty: 3520.529541
	Iteration 7F: 3 clusters Score -2642736 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -2644898.500000 Penalty: 3520.529541
	Iteration 8F: 3 clusters Score -2644898 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -2646451.500000 Penalty: 3520.529541
	Iteration 9F: 3 clusters Score -2646452 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -2647108.750000 Penalty: 3520.529541
	Iteration 10Q: 3 clusters Score -2647109 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -2647370.250000 Penalty: 3520.529541
	Iteration 11Q: 3 clusters Score -2647370 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -2647529.500000 Penalty: 3520.529541
	Iteration 12Q: 3 clusters Score -2647530 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -2647668.500000 Penalty: 3520.529541
	Iteration 13Q: 3 clusters Score -2647668 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -2647846.250000 Penalty: 3520.529541
	Iteration 14Q: 3 clusters Score -2647846 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -2648031.000000 Penalty: 3520.529541
	Iteration 15Q: 3 clusters Score -2648031 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -2648242.750000 Penalty: 3520.529541
	Iteration 16Q: 3 clusters Score -2648243 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -2648482.250000 Penalty: 3520.529541
	Iteration 17Q: 3 clusters Score -2648482 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -2648749.750000 Penalty: 3520.529541
	Iteration 18Q: 3 clusters Score -2648750 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -2649087.750000 Penalty: 3520.529541
	Iteration 19Q: 3 clusters Score -2649088 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -2649473.750000 Penalty: 3520.529541
	Iteration 20F: 3 clusters Score -2649474 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -2649968.500000 Penalty: 3520.529541
	Iteration 21Q: 3 clusters Score -2649968 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -2650597.250000 Penalty: 3520.529541
	Iteration 22Q: 3 clusters Score -2650597 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -2651289.750000 Penalty: 3520.529541
	Iteration 23Q: 3 clusters Score -2651290 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -2651990.250000 Penalty: 3520.529541
	Iteration 24Q: 3 clusters Score -2651990 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -2652517.500000 Penalty: 3520.529541
	Iteration 25Q: 3 clusters Score -2652518 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -2652881.000000 Penalty: 3520.529541
	Iteration 26Q: 3 clusters Score -2652881 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -2653129.750000 Penalty: 3520.529541
	Iteration 27Q: 3 clusters Score -2653130 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -2653276.500000 Penalty: 3520.529541
	Iteration 28Q: 3 clusters Score -2653276 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
Score: -2653350.000000 Penalty: 3520.529541
	Iteration 29Q: 3 clusters Score -2653350 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -2653422.000000 Penalty: 3520.529541
	Iteration 30Q: 3 clusters Score -2653422 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 40110 members 
Entering Unmasked Estep 
Score: -2653465.500000 Penalty: 3520.529541
	Iteration 31Q: 3 clusters Score -2653466 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -2653504.250000 Penalty: 3520.529541
	Iteration 32Q: 3 clusters Score -2653504 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -2653546.250000 Penalty: 3520.529541
	Iteration 33Q: 3 clusters Score -2653546 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -2653597.250000 Penalty: 3520.529541
	Iteration 34Q: 3 clusters Score -2653597 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -2653646.750000 Penalty: 3520.529541
	Iteration 35Q: 3 clusters Score -2653647 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -2653707.250000 Penalty: 3520.529541
	Iteration 36Q: 3 clusters Score -2653707 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -2653767.250000 Penalty: 3520.529541
	Iteration 37Q: 3 clusters Score -2653767 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -2653807.250000 Penalty: 3520.529541
	Iteration 38Q: 3 clusters Score -2653807 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -2653850.750000 Penalty: 3520.529541
	Iteration 39Q: 3 clusters Score -2653851 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
Score: -2653967.000000 Penalty: 3520.529541
	Iteration 40F: 3 clusters Score -2653967 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -2654053.750000 Penalty: 3520.529541
	Iteration 41Q: 3 clusters Score -2654054 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -2654173.000000 Penalty: 3520.529541
	Iteration 42Q: 3 clusters Score -2654173 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 37597 members 
Entering Unmasked Estep 
Score: -2654281.500000 Penalty: 3520.529541
	Iteration 43Q: 3 clusters Score -2654282 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -2654403.500000 Penalty: 3520.529541
	Iteration 44Q: 3 clusters Score -2654404 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -2654509.500000 Penalty: 3520.529541
	Iteration 45Q: 3 clusters Score -2654510 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -2654629.000000 Penalty: 3520.529541
	Iteration 46Q: 3 clusters Score -2654629 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -2654756.750000 Penalty: 3520.529541
	Iteration 47Q: 3 clusters Score -2654757 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -2654886.000000 Penalty: 3520.529541
	Iteration 48Q: 3 clusters Score -2654886 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -2655019.250000 Penalty: 3520.529541
	Iteration 49Q: 3 clusters Score -2655019 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -2655159.250000 Penalty: 3520.529541
	Iteration 50Q: 3 clusters Score -2655159 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -2655315.000000 Penalty: 3520.529541
	Iteration 51Q: 3 clusters Score -2655315 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -2655446.250000 Penalty: 3520.529541
	Iteration 52Q: 3 clusters Score -2655446 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -2655558.000000 Penalty: 3520.529541
	Iteration 53Q: 3 clusters Score -2655558 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -2655645.000000 Penalty: 3520.529541
	Iteration 54Q: 3 clusters Score -2655645 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -2655720.000000 Penalty: 3520.529541
	Iteration 55Q: 3 clusters Score -2655720 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -2655790.000000 Penalty: 3520.529541
	Iteration 56Q: 3 clusters Score -2655790 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -2655865.250000 Penalty: 3520.529541
	Iteration 57Q: 3 clusters Score -2655865 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -2655925.250000 Penalty: 3520.529541
	Iteration 58Q: 3 clusters Score -2655925 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -2655972.750000 Penalty: 3520.529541
	Iteration 59Q: 3 clusters Score -2655973 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -2656016.500000 Penalty: 3520.529541
	Iteration 60F: 3 clusters Score -2656016 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -2656074.500000 Penalty: 3520.529541
	Iteration 61Q: 3 clusters Score -2656074 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -2656104.750000 Penalty: 3520.529541
	Iteration 62Q: 3 clusters Score -2656105 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -2656144.500000 Penalty: 3520.529541
	Iteration 63Q: 3 clusters Score -2656144 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -2656176.250000 Penalty: 3520.529541
	Iteration 64Q: 3 clusters Score -2656176 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -2656203.250000 Penalty: 3520.529541
	Iteration 65Q: 3 clusters Score -2656203 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -2656215.500000 Penalty: 3520.529541
	Iteration 66Q: 3 clusters Score -2656216 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -2656210.000000 Penalty: 3520.529541
	Iteration 67Q: 3 clusters Score -2656210 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -2656223.000000 Penalty: 3520.529541
	Iteration 68Q: 3 clusters Score -2656223 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -2656237.000000 Penalty: 3520.529541
	Iteration 69Q: 3 clusters Score -2656237 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -2656247.750000 Penalty: 3520.529541
	Iteration 70Q: 3 clusters Score -2656248 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -2656244.000000 Penalty: 3520.529541
	Iteration 71Q: 3 clusters Score -2656244 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -2656250.000000 Penalty: 3520.529541
	Iteration 72Q: 3 clusters Score -2656250 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -2656253.000000 Penalty: 3520.529541
	Iteration 73Q: 3 clusters Score -2656253 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -2656248.750000 Penalty: 3520.529541
	Iteration 74Q: 3 clusters Score -2656249 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -2656254.000000 Penalty: 3520.529541
	Iteration 75Q: 3 clusters Score -2656254 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -2656256.250000 Penalty: 3520.529541
	Iteration 76Q: 3 clusters Score -2656256 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -2656264.250000 Penalty: 3520.529541
	Iteration 77Q: 3 clusters Score -2656264 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -2656264.500000 Penalty: 3520.529541
	Iteration 78Q: 3 clusters Score -2656264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -2656270.750000 Penalty: 3520.529541
	Iteration 79Q: 3 clusters Score -2656271 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -2656274.500000 Penalty: 3520.529541
	Iteration 80F: 3 clusters Score -2656274 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -2656269.250000 Penalty: 3520.529541
	Iteration 81Q: 3 clusters Score -2656269 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -2656274.000000 Penalty: 3520.529541
	Iteration 82Q: 3 clusters Score -2656274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -2656276.000000 Penalty: 3520.529541
	Iteration 83Q: 3 clusters Score -2656276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -2656275.000000 Penalty: 3520.529541
	Iteration 84Q: 3 clusters Score -2656275 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -2656277.750000 Penalty: 3520.529541
	Iteration 85Q: 3 clusters Score -2656278 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -2656277.000000 Penalty: 3520.529541
	Iteration 86Q: 3 clusters Score -2656277 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -2656279.250000 Penalty: 3520.529541
	Iteration 87Q: 3 clusters Score -2656279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -2656278.500000 Penalty: 3520.529541
	Iteration 88Q: 3 clusters Score -2656278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -2656279.500000 Penalty: 3520.529541
	Iteration 89Q: 3 clusters Score -2656280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -2656272.500000 Penalty: 3520.529541
	Iteration 90Q: 3 clusters Score -2656272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -2656271.250000 Penalty: 3520.529541
	Iteration 91Q: 3 clusters Score -2656271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -2656276.250000 Penalty: 3520.529541
	Iteration 92Q: 3 clusters Score -2656276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -2656277.750000 Penalty: 3520.529541
	Iteration 93Q: 3 clusters Score -2656278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -2656280.500000 Penalty: 3520.529541
	Iteration 94Q: 3 clusters Score -2656280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -2656282.000000 Penalty: 3520.529541
	Iteration 95Q: 3 clusters Score -2656282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -2656283.500000 Penalty: 3520.529541
	Iteration 96Q: 3 clusters Score -2656284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -2656284.000000 Penalty: 3520.529541
	Iteration 97Q: 3 clusters Score -2656284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -2656284.000000 Penalty: 3520.529541
	Iteration 98F: 3 clusters Score -2656284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Entering Unmasked Estep 
Score: -893526.125000 Penalty: 1579.965454
	Iteration 0F: 2 clusters Score -893526.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -882000.250000 Penalty: 3159.930908
	Iteration 0F: 3 clusters Score -882000.2 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -886134.125000 Penalty: 3159.930908
	Iteration 1F: 3 clusters Score -886134.1 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -886547.125000 Penalty: 3159.930908
	Iteration 2F: 3 clusters Score -886547.1 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -886972.000000 Penalty: 3159.930908
	Iteration 3F: 3 clusters Score -886972 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -887383.437500 Penalty: 3159.930908
	Iteration 4Q: 3 clusters Score -887383.4 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -887783.187500 Penalty: 3159.930908
	Iteration 5Q: 3 clusters Score -887783.2 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -888215.000000 Penalty: 3159.930908
	Iteration 6Q: 3 clusters Score -888215 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -888664.750000 Penalty: 3159.930908
	Iteration 7Q: 3 clusters Score -888664.8 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -889187.375000 Penalty: 3159.930908
	Iteration 8F: 3 clusters Score -889187.4 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -889799.875000 Penalty: 3159.930908
	Iteration 9F: 3 clusters Score -889799.9 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -890366.375000 Penalty: 3159.930908
	Iteration 10F: 3 clusters Score -890366.4 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -890720.062500 Penalty: 3159.930908
	Iteration 11Q: 3 clusters Score -890720.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -890880.812500 Penalty: 3159.930908
	Iteration 12Q: 3 clusters Score -890880.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -890978.625000 Penalty: 3159.930908
	Iteration 13Q: 3 clusters Score -890978.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -891039.187500 Penalty: 3159.930908
	Iteration 14Q: 3 clusters Score -891039.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -891096.437500 Penalty: 3159.930908
	Iteration 15Q: 3 clusters Score -891096.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -891145.562500 Penalty: 3159.930908
	Iteration 16Q: 3 clusters Score -891145.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -891192.875000 Penalty: 3159.930908
	Iteration 17Q: 3 clusters Score -891192.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -891229.187500 Penalty: 3159.930908
	Iteration 18Q: 3 clusters Score -891229.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -891258.875000 Penalty: 3159.930908
	Iteration 19Q: 3 clusters Score -891258.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -891282.125000 Penalty: 3159.930908
	Iteration 20F: 3 clusters Score -891282.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -891305.187500 Penalty: 3159.930908
	Iteration 21Q: 3 clusters Score -891305.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -891317.625000 Penalty: 3159.930908
	Iteration 22Q: 3 clusters Score -891317.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -891328.687500 Penalty: 3159.930908
	Iteration 23Q: 3 clusters Score -891328.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -891340.687500 Penalty: 3159.930908
	Iteration 24Q: 3 clusters Score -891340.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -891350.187500 Penalty: 3159.930908
	Iteration 25Q: 3 clusters Score -891350.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -891362.437500 Penalty: 3159.930908
	Iteration 26Q: 3 clusters Score -891362.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -891367.187500 Penalty: 3159.930908
	Iteration 27Q: 3 clusters Score -891367.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -891371.500000 Penalty: 3159.930908
	Iteration 28Q: 3 clusters Score -891371.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -891375.375000 Penalty: 3159.930908
	Iteration 29Q: 3 clusters Score -891375.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -891382.437500 Penalty: 3159.930908
	Iteration 30Q: 3 clusters Score -891382.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -891387.812500 Penalty: 3159.930908
	Iteration 31Q: 3 clusters Score -891387.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -891386.500000 Penalty: 3159.930908
	Iteration 32Q: 3 clusters Score -891386.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -891392.312500 Penalty: 3159.930908
	Iteration 33Q: 3 clusters Score -891392.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -891393.312500 Penalty: 3159.930908
	Iteration 34Q: 3 clusters Score -891393.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -891395.812500 Penalty: 3159.930908
	Iteration 35Q: 3 clusters Score -891395.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -891396.500000 Penalty: 3159.930908
	Iteration 36Q: 3 clusters Score -891396.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -891398.062500 Penalty: 3159.930908
	Iteration 37Q: 3 clusters Score -891398.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -891400.500000 Penalty: 3159.930908
	Iteration 38Q: 3 clusters Score -891400.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -891399.500000 Penalty: 3159.930908
	Iteration 39Q: 3 clusters Score -891399.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -891401.125000 Penalty: 3159.930908
	Iteration 40F: 3 clusters Score -891401.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -891405.312500 Penalty: 3159.930908
	Iteration 41Q: 3 clusters Score -891405.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -891406.500000 Penalty: 3159.930908
	Iteration 42Q: 3 clusters Score -891406.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -891406.187500 Penalty: 3159.930908
	Iteration 43Q: 3 clusters Score -891406.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -891406.437500 Penalty: 3159.930908
	Iteration 44Q: 3 clusters Score -891406.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -891408.562500 Penalty: 3159.930908
	Iteration 45Q: 3 clusters Score -891408.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -891411.187500 Penalty: 3159.930908
	Iteration 46Q: 3 clusters Score -891411.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -891412.562500 Penalty: 3159.930908
	Iteration 47Q: 3 clusters Score -891412.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -891412.875000 Penalty: 3159.930908
	Iteration 48Q: 3 clusters Score -891412.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -891411.062500 Penalty: 3159.930908
	Iteration 49Q: 3 clusters Score -891411.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -891414.375000 Penalty: 3159.930908
	Iteration 50Q: 3 clusters Score -891414.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -891416.250000 Penalty: 3159.930908
	Iteration 51Q: 3 clusters Score -891416.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -891416.375000 Penalty: 3159.930908
	Iteration 52Q: 3 clusters Score -891416.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -891418.125000 Penalty: 3159.930908
	Iteration 53Q: 3 clusters Score -891418.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -891418.625000 Penalty: 3159.930908
	Iteration 54Q: 3 clusters Score -891418.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -891418.687500 Penalty: 3159.930908
	Iteration 55Q: 3 clusters Score -891418.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -891421.625000 Penalty: 3159.930908
	Iteration 56Q: 3 clusters Score -891421.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -891419.312500 Penalty: 3159.930908
	Iteration 57Q: 3 clusters Score -891419.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -891419.750000 Penalty: 3159.930908
	Iteration 58Q: 3 clusters Score -891419.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -891422.125000 Penalty: 3159.930908
	Iteration 59Q: 3 clusters Score -891422.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -891422.062500 Penalty: 3159.930908
	Iteration 60F: 3 clusters Score -891422.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -891423.562500 Penalty: 3159.930908
	Iteration 61Q: 3 clusters Score -891423.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -891426.125000 Penalty: 3159.930908
	Iteration 62Q: 3 clusters Score -891426.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -891427.437500 Penalty: 3159.930908
	Iteration 63Q: 3 clusters Score -891427.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -891428.625000 Penalty: 3159.930908
	Iteration 64Q: 3 clusters Score -891428.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -891429.562500 Penalty: 3159.930908
	Iteration 65Q: 3 clusters Score -891429.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -891429.500000 Penalty: 3159.930908
	Iteration 66Q: 3 clusters Score -891429.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -891429.625000 Penalty: 3159.930908
	Iteration 67Q: 3 clusters Score -891429.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -891432.687500 Penalty: 3159.930908
	Iteration 68Q: 3 clusters Score -891432.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -891432.875000 Penalty: 3159.930908
	Iteration 69Q: 3 clusters Score -891432.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -891432.250000 Penalty: 3159.930908
	Iteration 70Q: 3 clusters Score -891432.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -891434.125000 Penalty: 3159.930908
	Iteration 71Q: 3 clusters Score -891434.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -891435.687500 Penalty: 3159.930908
	Iteration 72Q: 3 clusters Score -891435.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -891435.562500 Penalty: 3159.930908
	Iteration 73Q: 3 clusters Score -891435.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -891431.937500 Penalty: 3159.930908
	Iteration 74Q: 3 clusters Score -891431.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -891434.062500 Penalty: 3159.930908
	Iteration 75Q: 3 clusters Score -891434.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -891434.312500 Penalty: 3159.930908
	Iteration 76Q: 3 clusters Score -891434.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -891433.750000 Penalty: 3159.930908
	Iteration 77Q: 3 clusters Score -891433.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -891434.687500 Penalty: 3159.930908
	Iteration 78Q: 3 clusters Score -891434.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -891435.250000 Penalty: 3159.930908
	Iteration 79Q: 3 clusters Score -891435.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -891434.250000 Penalty: 3159.930908
	Iteration 80F: 3 clusters Score -891434.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -891435.062500 Penalty: 3159.930908
	Iteration 81Q: 3 clusters Score -891435.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -891435.125000 Penalty: 3159.930908
	Iteration 82Q: 3 clusters Score -891435.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -891436.937500 Penalty: 3159.930908
	Iteration 83Q: 3 clusters Score -891436.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -891438.687500 Penalty: 3159.930908
	Iteration 84Q: 3 clusters Score -891438.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -891438.687500 Penalty: 3159.930908
	Iteration 85Q: 3 clusters Score -891438.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -891439.625000 Penalty: 3159.930908
	Iteration 86Q: 3 clusters Score -891439.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -891437.687500 Penalty: 3159.930908
	Iteration 87Q: 3 clusters Score -891437.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -891440.250000 Penalty: 3159.930908
	Iteration 88Q: 3 clusters Score -891440.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -891441.937500 Penalty: 3159.930908
	Iteration 89Q: 3 clusters Score -891441.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -891441.687500 Penalty: 3159.930908
	Iteration 90Q: 3 clusters Score -891441.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -891441.312500 Penalty: 3159.930908
	Iteration 91Q: 3 clusters Score -891441.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -891443.250000 Penalty: 3159.930908
	Iteration 92Q: 3 clusters Score -891443.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -891443.625000 Penalty: 3159.930908
	Iteration 93Q: 3 clusters Score -891443.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -891447.125000 Penalty: 3159.930908
	Iteration 94Q: 3 clusters Score -891447.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -891452.500000 Penalty: 3159.930908
	Iteration 95Q: 3 clusters Score -891452.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -891457.250000 Penalty: 3159.930908
	Iteration 96Q: 3 clusters Score -891457.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -891459.437500 Penalty: 3159.930908
	Iteration 97Q: 3 clusters Score -891459.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -891466.125000 Penalty: 3159.930908
	Iteration 98Q: 3 clusters Score -891466.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -891468.875000 Penalty: 3159.930908
	Iteration 99Q: 3 clusters Score -891468.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -891480.875000 Penalty: 3159.930908
	Iteration 100F: 3 clusters Score -891480.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -891489.562500 Penalty: 3159.930908
	Iteration 101Q: 3 clusters Score -891489.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -891490.625000 Penalty: 3159.930908
	Iteration 102Q: 3 clusters Score -891490.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -891493.687500 Penalty: 3159.930908
	Iteration 103Q: 3 clusters Score -891493.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -891496.562500 Penalty: 3159.930908
	Iteration 104Q: 3 clusters Score -891496.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -891498.437500 Penalty: 3159.930908
	Iteration 105Q: 3 clusters Score -891498.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -891502.437500 Penalty: 3159.930908
	Iteration 106Q: 3 clusters Score -891502.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -891507.000000 Penalty: 3159.930908
	Iteration 107Q: 3 clusters Score -891507 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -891511.125000 Penalty: 3159.930908
	Iteration 108Q: 3 clusters Score -891511.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -891514.500000 Penalty: 3159.930908
	Iteration 109Q: 3 clusters Score -891514.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -891523.187500 Penalty: 3159.930908
	Iteration 110Q: 3 clusters Score -891523.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -891522.812500 Penalty: 3159.930908
	Iteration 111Q: 3 clusters Score -891522.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -891525.937500 Penalty: 3159.930908
	Iteration 112Q: 3 clusters Score -891525.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -891532.625000 Penalty: 3159.930908
	Iteration 113Q: 3 clusters Score -891532.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -891536.750000 Penalty: 3159.930908
	Iteration 114Q: 3 clusters Score -891536.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -891542.875000 Penalty: 3159.930908
	Iteration 115Q: 3 clusters Score -891542.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -891548.937500 Penalty: 3159.930908
	Iteration 116Q: 3 clusters Score -891548.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -891550.437500 Penalty: 3159.930908
	Iteration 117Q: 3 clusters Score -891550.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -891554.562500 Penalty: 3159.930908
	Iteration 118Q: 3 clusters Score -891554.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -891557.812500 Penalty: 3159.930908
	Iteration 119Q: 3 clusters Score -891557.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -891561.312500 Penalty: 3159.930908
	Iteration 120F: 3 clusters Score -891561.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -891567.125000 Penalty: 3159.930908
	Iteration 121Q: 3 clusters Score -891567.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -891575.500000 Penalty: 3159.930908
	Iteration 122Q: 3 clusters Score -891575.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -891580.937500 Penalty: 3159.930908
	Iteration 123Q: 3 clusters Score -891580.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -891586.000000 Penalty: 3159.930908
	Iteration 124Q: 3 clusters Score -891586 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -891589.750000 Penalty: 3159.930908
	Iteration 125Q: 3 clusters Score -891589.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -891594.750000 Penalty: 3159.930908
	Iteration 126Q: 3 clusters Score -891594.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -891602.250000 Penalty: 3159.930908
	Iteration 127Q: 3 clusters Score -891602.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -891607.625000 Penalty: 3159.930908
	Iteration 128Q: 3 clusters Score -891607.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -891613.312500 Penalty: 3159.930908
	Iteration 129Q: 3 clusters Score -891613.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -891624.062500 Penalty: 3159.930908
	Iteration 130Q: 3 clusters Score -891624.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -891633.625000 Penalty: 3159.930908
	Iteration 131Q: 3 clusters Score -891633.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -891644.687500 Penalty: 3159.930908
	Iteration 132Q: 3 clusters Score -891644.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -891649.250000 Penalty: 3159.930908
	Iteration 133Q: 3 clusters Score -891649.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -891656.250000 Penalty: 3159.930908
	Iteration 134Q: 3 clusters Score -891656.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -891662.937500 Penalty: 3159.930908
	Iteration 135Q: 3 clusters Score -891662.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -891668.937500 Penalty: 3159.930908
	Iteration 136Q: 3 clusters Score -891668.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -891673.000000 Penalty: 3159.930908
	Iteration 137Q: 3 clusters Score -891673 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -891677.625000 Penalty: 3159.930908
	Iteration 138Q: 3 clusters Score -891677.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -891683.250000 Penalty: 3159.930908
	Iteration 139Q: 3 clusters Score -891683.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -891690.750000 Penalty: 3159.930908
	Iteration 140F: 3 clusters Score -891690.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -891697.937500 Penalty: 3159.930908
	Iteration 141Q: 3 clusters Score -891697.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -891709.500000 Penalty: 3159.930908
	Iteration 142Q: 3 clusters Score -891709.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -891716.125000 Penalty: 3159.930908
	Iteration 143Q: 3 clusters Score -891716.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -891727.062500 Penalty: 3159.930908
	Iteration 144Q: 3 clusters Score -891727.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -891742.500000 Penalty: 3159.930908
	Iteration 145Q: 3 clusters Score -891742.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -891759.375000 Penalty: 3159.930908
	Iteration 146Q: 3 clusters Score -891759.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -891775.625000 Penalty: 3159.930908
	Iteration 147Q: 3 clusters Score -891775.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -891785.687500 Penalty: 3159.930908
	Iteration 148Q: 3 clusters Score -891785.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -891802.125000 Penalty: 3159.930908
	Iteration 149Q: 3 clusters Score -891802.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -891813.687500 Penalty: 3159.930908
	Iteration 150Q: 3 clusters Score -891813.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -891824.375000 Penalty: 3159.930908
	Iteration 151Q: 3 clusters Score -891824.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -891836.125000 Penalty: 3159.930908
	Iteration 152Q: 3 clusters Score -891836.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -891844.812500 Penalty: 3159.930908
	Iteration 153Q: 3 clusters Score -891844.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -891859.375000 Penalty: 3159.930908
	Iteration 154Q: 3 clusters Score -891859.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -891870.250000 Penalty: 3159.930908
	Iteration 155Q: 3 clusters Score -891870.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -891879.437500 Penalty: 3159.930908
	Iteration 156Q: 3 clusters Score -891879.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -891885.687500 Penalty: 3159.930908
	Iteration 157Q: 3 clusters Score -891885.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -891899.375000 Penalty: 3159.930908
	Iteration 158Q: 3 clusters Score -891899.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -891910.750000 Penalty: 3159.930908
	Iteration 159Q: 3 clusters Score -891910.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -891917.312500 Penalty: 3159.930908
	Iteration 160F: 3 clusters Score -891917.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -891932.187500 Penalty: 3159.930908
	Iteration 161Q: 3 clusters Score -891932.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -891941.312500 Penalty: 3159.930908
	Iteration 162Q: 3 clusters Score -891941.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -891953.000000 Penalty: 3159.930908
	Iteration 163Q: 3 clusters Score -891953 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -891965.750000 Penalty: 3159.930908
	Iteration 164Q: 3 clusters Score -891965.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -891981.562500 Penalty: 3159.930908
	Iteration 165Q: 3 clusters Score -891981.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -891989.375000 Penalty: 3159.930908
	Iteration 166Q: 3 clusters Score -891989.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -891999.937500 Penalty: 3159.930908
	Iteration 167Q: 3 clusters Score -891999.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -892015.000000 Penalty: 3159.930908
	Iteration 168Q: 3 clusters Score -892015 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -892031.437500 Penalty: 3159.930908
	Iteration 169Q: 3 clusters Score -892031.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -892044.312500 Penalty: 3159.930908
	Iteration 170Q: 3 clusters Score -892044.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -892061.562500 Penalty: 3159.930908
	Iteration 171Q: 3 clusters Score -892061.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -892074.375000 Penalty: 3159.930908
	Iteration 172Q: 3 clusters Score -892074.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -892085.375000 Penalty: 3159.930908
	Iteration 173Q: 3 clusters Score -892085.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -892096.500000 Penalty: 3159.930908
	Iteration 174Q: 3 clusters Score -892096.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -892106.750000 Penalty: 3159.930908
	Iteration 175Q: 3 clusters Score -892106.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -892119.562500 Penalty: 3159.930908
	Iteration 176Q: 3 clusters Score -892119.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -892129.625000 Penalty: 3159.930908
	Iteration 177Q: 3 clusters Score -892129.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -892140.500000 Penalty: 3159.930908
	Iteration 178Q: 3 clusters Score -892140.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -892150.625000 Penalty: 3159.930908
	Iteration 179Q: 3 clusters Score -892150.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -892158.437500 Penalty: 3159.930908
	Iteration 180F: 3 clusters Score -892158.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -892163.687500 Penalty: 3159.930908
	Iteration 181Q: 3 clusters Score -892163.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -892170.187500 Penalty: 3159.930908
	Iteration 182Q: 3 clusters Score -892170.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -892178.375000 Penalty: 3159.930908
	Iteration 183Q: 3 clusters Score -892178.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -892187.187500 Penalty: 3159.930908
	Iteration 184Q: 3 clusters Score -892187.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -892193.250000 Penalty: 3159.930908
	Iteration 185Q: 3 clusters Score -892193.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -892198.750000 Penalty: 3159.930908
	Iteration 186Q: 3 clusters Score -892198.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -892202.937500 Penalty: 3159.930908
	Iteration 187Q: 3 clusters Score -892202.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -892209.375000 Penalty: 3159.930908
	Iteration 188Q: 3 clusters Score -892209.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -892216.437500 Penalty: 3159.930908
	Iteration 189Q: 3 clusters Score -892216.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -892221.312500 Penalty: 3159.930908
	Iteration 190Q: 3 clusters Score -892221.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -892223.500000 Penalty: 3159.930908
	Iteration 191Q: 3 clusters Score -892223.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -892222.937500 Penalty: 3159.930908
	Iteration 192Q: 3 clusters Score -892222.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -892226.375000 Penalty: 3159.930908
	Iteration 193Q: 3 clusters Score -892226.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -892229.000000 Penalty: 3159.930908
	Iteration 194Q: 3 clusters Score -892229 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -892235.437500 Penalty: 3159.930908
	Iteration 195Q: 3 clusters Score -892235.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -892239.000000 Penalty: 3159.930908
	Iteration 196Q: 3 clusters Score -892239 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -892244.937500 Penalty: 3159.930908
	Iteration 197Q: 3 clusters Score -892244.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -892249.312500 Penalty: 3159.930908
	Iteration 198Q: 3 clusters Score -892249.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -892248.125000 Penalty: 3159.930908
	Iteration 199Q: 3 clusters Score -892248.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -892248.750000 Penalty: 3159.930908
	Iteration 200F: 3 clusters Score -892248.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -892250.625000 Penalty: 3159.930908
	Iteration 201Q: 3 clusters Score -892250.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -892251.812500 Penalty: 3159.930908
	Iteration 202Q: 3 clusters Score -892251.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -892251.500000 Penalty: 3159.930908
	Iteration 203Q: 3 clusters Score -892251.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -892254.312500 Penalty: 3159.930908
	Iteration 204Q: 3 clusters Score -892254.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -892254.312500 Penalty: 3159.930908
	Iteration 205Q: 3 clusters Score -892254.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -892256.125000 Penalty: 3159.930908
	Iteration 206Q: 3 clusters Score -892256.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -892257.625000 Penalty: 3159.930908
	Iteration 207Q: 3 clusters Score -892257.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -892259.937500 Penalty: 3159.930908
	Iteration 208Q: 3 clusters Score -892259.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -892261.250000 Penalty: 3159.930908
	Iteration 209Q: 3 clusters Score -892261.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -892264.875000 Penalty: 3159.930908
	Iteration 210Q: 3 clusters Score -892264.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -892265.625000 Penalty: 3159.930908
	Iteration 211Q: 3 clusters Score -892265.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -892265.625000 Penalty: 3159.930908
	Iteration 212Q: 3 clusters Score -892265.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -892270.062500 Penalty: 3159.930908
	Iteration 213Q: 3 clusters Score -892270.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -892269.625000 Penalty: 3159.930908
	Iteration 214Q: 3 clusters Score -892269.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -892270.812500 Penalty: 3159.930908
	Iteration 215Q: 3 clusters Score -892270.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -892271.812500 Penalty: 3159.930908
	Iteration 216Q: 3 clusters Score -892271.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -892274.625000 Penalty: 3159.930908
	Iteration 217Q: 3 clusters Score -892274.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -892275.375000 Penalty: 3159.930908
	Iteration 218Q: 3 clusters Score -892275.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -892276.750000 Penalty: 3159.930908
	Iteration 219Q: 3 clusters Score -892276.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -892277.437500 Penalty: 3159.930908
	Iteration 220F: 3 clusters Score -892277.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -892277.625000 Penalty: 3159.930908
	Iteration 221Q: 3 clusters Score -892277.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -892277.625000 Penalty: 3159.930908
	Iteration 222F: 3 clusters Score -892277.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Entering Unmasked Estep 
Score: -329905.000000 Penalty: 1419.601196
	Iteration 0F: 2 clusters Score -329905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -325181.218750 Penalty: 2839.202393
	Iteration 0F: 3 clusters Score -325181.2 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -326533.968750 Penalty: 2839.202393
	Iteration 1F: 3 clusters Score -326534 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -326702.687500 Penalty: 2839.202393
	Iteration 2F: 3 clusters Score -326702.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -326808.156250 Penalty: 2839.202393
	Iteration 3Q: 3 clusters Score -326808.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -326870.562500 Penalty: 2839.202393
	Iteration 4Q: 3 clusters Score -326870.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -326917.968750 Penalty: 2839.202393
	Iteration 5Q: 3 clusters Score -326918 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -326965.406250 Penalty: 2839.202393
	Iteration 6Q: 3 clusters Score -326965.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -327004.406250 Penalty: 2839.202393
	Iteration 7Q: 3 clusters Score -327004.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -327035.656250 Penalty: 2839.202393
	Iteration 8Q: 3 clusters Score -327035.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -327060.156250 Penalty: 2839.202393
	Iteration 9Q: 3 clusters Score -327060.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -327088.718750 Penalty: 2839.202393
	Iteration 10Q: 3 clusters Score -327088.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -327128.750000 Penalty: 2839.202393
	Iteration 11Q: 3 clusters Score -327128.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -327180.000000 Penalty: 2839.202393
	Iteration 12Q: 3 clusters Score -327180 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -327222.718750 Penalty: 2839.202393
	Iteration 13Q: 3 clusters Score -327222.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -327268.843750 Penalty: 2839.202393
	Iteration 14Q: 3 clusters Score -327268.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -327329.375000 Penalty: 2839.202393
	Iteration 15Q: 3 clusters Score -327329.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -327413.406250 Penalty: 2839.202393
	Iteration 16Q: 3 clusters Score -327413.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -327521.781250 Penalty: 2839.202393
	Iteration 17Q: 3 clusters Score -327521.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -327665.343750 Penalty: 2839.202393
	Iteration 18Q: 3 clusters Score -327665.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -327816.531250 Penalty: 2839.202393
	Iteration 19Q: 3 clusters Score -327816.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -327975.218750 Penalty: 2839.202393
	Iteration 20F: 3 clusters Score -327975.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -328103.500000 Penalty: 2839.202393
	Iteration 21Q: 3 clusters Score -328103.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -328219.937500 Penalty: 2839.202393
	Iteration 22Q: 3 clusters Score -328219.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -328328.093750 Penalty: 2839.202393
	Iteration 23Q: 3 clusters Score -328328.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -328402.812500 Penalty: 2839.202393
	Iteration 24Q: 3 clusters Score -328402.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -328467.375000 Penalty: 2839.202393
	Iteration 25Q: 3 clusters Score -328467.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -328508.687500 Penalty: 2839.202393
	Iteration 26Q: 3 clusters Score -328508.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -328534.906250 Penalty: 2839.202393
	Iteration 27Q: 3 clusters Score -328534.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -328559.281250 Penalty: 2839.202393
	Iteration 28Q: 3 clusters Score -328559.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -328573.562500 Penalty: 2839.202393
	Iteration 29Q: 3 clusters Score -328573.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -328583.062500 Penalty: 2839.202393
	Iteration 30Q: 3 clusters Score -328583.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -328585.062500 Penalty: 2839.202393
	Iteration 31Q: 3 clusters Score -328585.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -328587.500000 Penalty: 2839.202393
	Iteration 32Q: 3 clusters Score -328587.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -328588.343750 Penalty: 2839.202393
	Iteration 33Q: 3 clusters Score -328588.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -328588.500000 Penalty: 2839.202393
	Iteration 34Q: 3 clusters Score -328588.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -328588.906250 Penalty: 2839.202393
	Iteration 35Q: 3 clusters Score -328588.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -328590.500000 Penalty: 2839.202393
	Iteration 36Q: 3 clusters Score -328590.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -328593.218750 Penalty: 2839.202393
	Iteration 37Q: 3 clusters Score -328593.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -328594.750000 Penalty: 2839.202393
	Iteration 38Q: 3 clusters Score -328594.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -328597.906250 Penalty: 2839.202393
	Iteration 39Q: 3 clusters Score -328597.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -328599.531250 Penalty: 2839.202393
	Iteration 40F: 3 clusters Score -328599.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Entering Unmasked Estep 
Score: -219164.578125 Penalty: 1361.786865
	Iteration 0F: 2 clusters Score -219164.6 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 2150 members 
Entering Unmasked Estep 
Score: -215583.125000 Penalty: 2723.573730
	Iteration 0F: 3 clusters Score -215583.1 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -216503.500000 Penalty: 2723.573730
	Iteration 1F: 3 clusters Score -216503.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -216700.468750 Penalty: 2723.573730
	Iteration 2F: 3 clusters Score -216700.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -216865.859375 Penalty: 2723.573730
	Iteration 3F: 3 clusters Score -216865.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -217053.296875 Penalty: 2723.573730
	Iteration 4F: 3 clusters Score -217053.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -217263.781250 Penalty: 2723.573730
	Iteration 5F: 3 clusters Score -217263.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -217465.859375 Penalty: 2723.573730
	Iteration 6F: 3 clusters Score -217465.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -217713.781250 Penalty: 2723.573730
	Iteration 7F: 3 clusters Score -217713.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -217970.437500 Penalty: 2723.573730
	Iteration 8F: 3 clusters Score -217970.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -218231.734375 Penalty: 2723.573730
	Iteration 9Q: 3 clusters Score -218231.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -218449.093750 Penalty: 2723.573730
	Iteration 10Q: 3 clusters Score -218449.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -218557.546875 Penalty: 2723.573730
	Iteration 11Q: 3 clusters Score -218557.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -218609.312500 Penalty: 2723.573730
	Iteration 12Q: 3 clusters Score -218609.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -218637.921875 Penalty: 2723.573730
	Iteration 13Q: 3 clusters Score -218637.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -218650.812500 Penalty: 2723.573730
	Iteration 14Q: 3 clusters Score -218650.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -218656.781250 Penalty: 2723.573730
	Iteration 15Q: 3 clusters Score -218656.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -218661.734375 Penalty: 2723.573730
	Iteration 16Q: 3 clusters Score -218661.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -218663.859375 Penalty: 2723.573730
	Iteration 17Q: 3 clusters Score -218663.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -218665.640625 Penalty: 2723.573730
	Iteration 18Q: 3 clusters Score -218665.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -218666.093750 Penalty: 2723.573730
	Iteration 19Q: 3 clusters Score -218666.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -218667.531250 Penalty: 2723.573730
	Iteration 20F: 3 clusters Score -218667.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -218668.953125 Penalty: 2723.573730
	Iteration 21Q: 3 clusters Score -218669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -218669.750000 Penalty: 2723.573730
	Iteration 22Q: 3 clusters Score -218669.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -218669.953125 Penalty: 2723.573730
	Iteration 23Q: 3 clusters Score -218670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -218669.968750 Penalty: 2723.573730
	Iteration 24Q: 3 clusters Score -218670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -218670.140625 Penalty: 2723.573730
	Iteration 25Q: 3 clusters Score -218670.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -218670.140625 Penalty: 2723.573730
	Iteration 26F: 3 clusters Score -218670.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Entering Unmasked Estep 
Score: -110976.476562 Penalty: 1258.703613
	Iteration 0F: 2 clusters Score -110976.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -108683.468750 Penalty: 2517.407227
	Iteration 0F: 3 clusters Score -108683.5 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -109173.507812 Penalty: 2517.407227
	Iteration 1F: 3 clusters Score -109173.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -109290.445312 Penalty: 2517.407227
	Iteration 2F: 3 clusters Score -109290.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -109354.890625 Penalty: 2517.407227
	Iteration 3Q: 3 clusters Score -109354.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -109394.937500 Penalty: 2517.407227
	Iteration 4Q: 3 clusters Score -109394.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -109425.039062 Penalty: 2517.407227
	Iteration 5Q: 3 clusters Score -109425 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -109447.648438 Penalty: 2517.407227
	Iteration 6Q: 3 clusters Score -109447.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -109471.328125 Penalty: 2517.407227
	Iteration 7Q: 3 clusters Score -109471.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -109497.609375 Penalty: 2517.407227
	Iteration 8Q: 3 clusters Score -109497.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -109524.007812 Penalty: 2517.407227
	Iteration 9Q: 3 clusters Score -109524 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -109549.601562 Penalty: 2517.407227
	Iteration 10Q: 3 clusters Score -109549.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -109568.546875 Penalty: 2517.407227
	Iteration 11Q: 3 clusters Score -109568.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -109586.671875 Penalty: 2517.407227
	Iteration 12Q: 3 clusters Score -109586.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -109604.437500 Penalty: 2517.407227
	Iteration 13Q: 3 clusters Score -109604.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -109624.929688 Penalty: 2517.407227
	Iteration 14Q: 3 clusters Score -109624.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -109637.781250 Penalty: 2517.407227
	Iteration 15Q: 3 clusters Score -109637.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -109655.882812 Penalty: 2517.407227
	Iteration 16Q: 3 clusters Score -109655.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -109678.320312 Penalty: 2517.407227
	Iteration 17Q: 3 clusters Score -109678.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -109707.710938 Penalty: 2517.407227
	Iteration 18Q: 3 clusters Score -109707.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -109745.226562 Penalty: 2517.407227
	Iteration 19Q: 3 clusters Score -109745.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -109786.750000 Penalty: 2517.407227
	Iteration 20F: 3 clusters Score -109786.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -109822.085938 Penalty: 2517.407227
	Iteration 21Q: 3 clusters Score -109822.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -109851.390625 Penalty: 2517.407227
	Iteration 22Q: 3 clusters Score -109851.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -109872.257812 Penalty: 2517.407227
	Iteration 23Q: 3 clusters Score -109872.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -109892.968750 Penalty: 2517.407227
	Iteration 24Q: 3 clusters Score -109893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -109908.804688 Penalty: 2517.407227
	Iteration 25Q: 3 clusters Score -109908.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -109921.890625 Penalty: 2517.407227
	Iteration 26Q: 3 clusters Score -109921.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -109930.164062 Penalty: 2517.407227
	Iteration 27Q: 3 clusters Score -109930.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -109942.984375 Penalty: 2517.407227
	Iteration 28Q: 3 clusters Score -109943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -109961.789062 Penalty: 2517.407227
	Iteration 29Q: 3 clusters Score -109961.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -109982.757812 Penalty: 2517.407227
	Iteration 30Q: 3 clusters Score -109982.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -110003.515625 Penalty: 2517.407227
	Iteration 31Q: 3 clusters Score -110003.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -110023.046875 Penalty: 2517.407227
	Iteration 32Q: 3 clusters Score -110023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -110030.671875 Penalty: 2517.407227
	Iteration 33Q: 3 clusters Score -110030.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -110040.078125 Penalty: 2517.407227
	Iteration 34Q: 3 clusters Score -110040.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -110051.312500 Penalty: 2517.407227
	Iteration 35Q: 3 clusters Score -110051.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -110059.335938 Penalty: 2517.407227
	Iteration 36Q: 3 clusters Score -110059.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -110064.289062 Penalty: 2517.407227
	Iteration 37Q: 3 clusters Score -110064.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -110068.625000 Penalty: 2517.407227
	Iteration 38Q: 3 clusters Score -110068.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -110071.648438 Penalty: 2517.407227
	Iteration 39Q: 3 clusters Score -110071.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -110075.468750 Penalty: 2517.407227
	Iteration 40F: 3 clusters Score -110075.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -110079.257812 Penalty: 2517.407227
	Iteration 41Q: 3 clusters Score -110079.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -110084.312500 Penalty: 2517.407227
	Iteration 42Q: 3 clusters Score -110084.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -110088.445312 Penalty: 2517.407227
	Iteration 43Q: 3 clusters Score -110088.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -110089.507812 Penalty: 2517.407227
	Iteration 44Q: 3 clusters Score -110089.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -110090.023438 Penalty: 2517.407227
	Iteration 45Q: 3 clusters Score -110090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -110090.835938 Penalty: 2517.407227
	Iteration 46Q: 3 clusters Score -110090.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -110092.835938 Penalty: 2517.407227
	Iteration 47Q: 3 clusters Score -110092.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -110094.539062 Penalty: 2517.407227
	Iteration 48Q: 3 clusters Score -110094.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -110096.562500 Penalty: 2517.407227
	Iteration 49Q: 3 clusters Score -110096.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -110100.757812 Penalty: 2517.407227
	Iteration 50Q: 3 clusters Score -110100.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -110103.570312 Penalty: 2517.407227
	Iteration 51Q: 3 clusters Score -110103.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -110105.500000 Penalty: 2517.407227
	Iteration 52Q: 3 clusters Score -110105.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -110107.390625 Penalty: 2517.407227
	Iteration 53Q: 3 clusters Score -110107.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -110107.804688 Penalty: 2517.407227
	Iteration 54Q: 3 clusters Score -110107.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -110109.078125 Penalty: 2517.407227
	Iteration 55Q: 3 clusters Score -110109.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -110109.890625 Penalty: 2517.407227
	Iteration 56Q: 3 clusters Score -110109.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -110111.125000 Penalty: 2517.407227
	Iteration 57Q: 3 clusters Score -110111.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -110112.992188 Penalty: 2517.407227
	Iteration 58Q: 3 clusters Score -110113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -110113.343750 Penalty: 2517.407227
	Iteration 59Q: 3 clusters Score -110113.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -110113.343750 Penalty: 2517.407227
	Iteration 60F: 3 clusters Score -110113.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (39855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Entering Unmasked Estep 
Score: -2091616.125000 Penalty: 1721.363037
	Iteration 0F: 2 clusters Score -2091616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -2064973.375000 Penalty: 3442.726074
	Iteration 0F: 3 clusters Score -2064973 nChanged 18651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -2075898.500000 Penalty: 3442.726074
	Iteration 1F: 3 clusters Score -2075898 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -2076790.375000 Penalty: 3442.726074
	Iteration 2F: 3 clusters Score -2076790 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -2077796.125000 Penalty: 3442.726074
	Iteration 3F: 3 clusters Score -2077796 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -2078944.875000 Penalty: 3442.726074
	Iteration 4F: 3 clusters Score -2078945 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -2080102.500000 Penalty: 3442.726074
	Iteration 5F: 3 clusters Score -2080102 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -2081180.250000 Penalty: 3442.726074
	Iteration 6F: 3 clusters Score -2081180 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -2082155.250000 Penalty: 3442.726074
	Iteration 7Q: 3 clusters Score -2082155 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2083142.000000 Penalty: 3442.726074
	Iteration 8Q: 3 clusters Score -2083142 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2084122.375000 Penalty: 3442.726074
	Iteration 9Q: 3 clusters Score -2084122 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2085062.625000 Penalty: 3442.726074
	Iteration 10Q: 3 clusters Score -2085063 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2085972.500000 Penalty: 3442.726074
	Iteration 11Q: 3 clusters Score -2085972 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -2086824.250000 Penalty: 3442.726074
	Iteration 12Q: 3 clusters Score -2086824 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2087464.500000 Penalty: 3442.726074
	Iteration 13Q: 3 clusters Score -2087464 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -2087929.875000 Penalty: 3442.726074
	Iteration 14Q: 3 clusters Score -2087930 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -2088332.750000 Penalty: 3442.726074
	Iteration 15Q: 3 clusters Score -2088333 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2088623.125000 Penalty: 3442.726074
	Iteration 16Q: 3 clusters Score -2088623 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35467 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -2088903.750000 Penalty: 3442.726074
	Iteration 17Q: 3 clusters Score -2088904 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2089113.500000 Penalty: 3442.726074
	Iteration 18Q: 3 clusters Score -2089114 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2089301.625000 Penalty: 3442.726074
	Iteration 19Q: 3 clusters Score -2089302 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2089453.875000 Penalty: 3442.726074
	Iteration 20F: 3 clusters Score -2089454 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2089580.625000 Penalty: 3442.726074
	Iteration 21Q: 3 clusters Score -2089581 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2089683.000000 Penalty: 3442.726074
	Iteration 22Q: 3 clusters Score -2089683 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2089762.250000 Penalty: 3442.726074
	Iteration 23Q: 3 clusters Score -2089762 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2089832.625000 Penalty: 3442.726074
	Iteration 24Q: 3 clusters Score -2089833 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2089899.750000 Penalty: 3442.726074
	Iteration 25Q: 3 clusters Score -2089900 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2089942.375000 Penalty: 3442.726074
	Iteration 26Q: 3 clusters Score -2089942 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38026 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2089990.375000 Penalty: 3442.726074
	Iteration 27Q: 3 clusters Score -2089990 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2090020.750000 Penalty: 3442.726074
	Iteration 28Q: 3 clusters Score -2090021 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2090048.125000 Penalty: 3442.726074
	Iteration 29Q: 3 clusters Score -2090048 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2090071.250000 Penalty: 3442.726074
	Iteration 30Q: 3 clusters Score -2090071 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2090084.500000 Penalty: 3442.726074
	Iteration 31Q: 3 clusters Score -2090084 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2090102.000000 Penalty: 3442.726074
	Iteration 32Q: 3 clusters Score -2090102 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2090107.500000 Penalty: 3442.726074
	Iteration 33Q: 3 clusters Score -2090108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2090119.375000 Penalty: 3442.726074
	Iteration 34Q: 3 clusters Score -2090119 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2090124.250000 Penalty: 3442.726074
	Iteration 35Q: 3 clusters Score -2090124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2090125.875000 Penalty: 3442.726074
	Iteration 36Q: 3 clusters Score -2090126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2090130.625000 Penalty: 3442.726074
	Iteration 37Q: 3 clusters Score -2090131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2090136.750000 Penalty: 3442.726074
	Iteration 38Q: 3 clusters Score -2090137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2090140.750000 Penalty: 3442.726074
	Iteration 39Q: 3 clusters Score -2090141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2090145.250000 Penalty: 3442.726074
	Iteration 40F: 3 clusters Score -2090145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2090153.000000 Penalty: 3442.726074
	Iteration 41Q: 3 clusters Score -2090153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38549 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2090156.000000 Penalty: 3442.726074
	Iteration 42Q: 3 clusters Score -2090156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2090159.375000 Penalty: 3442.726074
	Iteration 43Q: 3 clusters Score -2090159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2090161.000000 Penalty: 3442.726074
	Iteration 44Q: 3 clusters Score -2090161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2090162.375000 Penalty: 3442.726074
	Iteration 45Q: 3 clusters Score -2090162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2090170.125000 Penalty: 3442.726074
	Iteration 46Q: 3 clusters Score -2090170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2090178.000000 Penalty: 3442.726074
	Iteration 47Q: 3 clusters Score -2090178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2090186.000000 Penalty: 3442.726074
	Iteration 48Q: 3 clusters Score -2090186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2090190.500000 Penalty: 3442.726074
	Iteration 49Q: 3 clusters Score -2090190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2090194.375000 Penalty: 3442.726074
	Iteration 50Q: 3 clusters Score -2090194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2090203.500000 Penalty: 3442.726074
	Iteration 51Q: 3 clusters Score -2090204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2090205.000000 Penalty: 3442.726074
	Iteration 52Q: 3 clusters Score -2090205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2090206.875000 Penalty: 3442.726074
	Iteration 53Q: 3 clusters Score -2090207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2090210.000000 Penalty: 3442.726074
	Iteration 54Q: 3 clusters Score -2090210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2090213.250000 Penalty: 3442.726074
	Iteration 55Q: 3 clusters Score -2090213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2090219.000000 Penalty: 3442.726074
	Iteration 56Q: 3 clusters Score -2090219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2090220.875000 Penalty: 3442.726074
	Iteration 57Q: 3 clusters Score -2090221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2090224.125000 Penalty: 3442.726074
	Iteration 58Q: 3 clusters Score -2090224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2090233.250000 Penalty: 3442.726074
	Iteration 59Q: 3 clusters Score -2090233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2090240.500000 Penalty: 3442.726074
	Iteration 60F: 3 clusters Score -2090240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2090242.500000 Penalty: 3442.726074
	Iteration 61Q: 3 clusters Score -2090242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2090242.875000 Penalty: 3442.726074
	Iteration 62Q: 3 clusters Score -2090243 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2090249.125000 Penalty: 3442.726074
	Iteration 63Q: 3 clusters Score -2090249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2090254.250000 Penalty: 3442.726074
	Iteration 64Q: 3 clusters Score -2090254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38832 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2090258.000000 Penalty: 3442.726074
	Iteration 65Q: 3 clusters Score -2090258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2090262.000000 Penalty: 3442.726074
	Iteration 66Q: 3 clusters Score -2090262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2090259.750000 Penalty: 3442.726074
	Iteration 67Q: 3 clusters Score -2090260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2090261.875000 Penalty: 3442.726074
	Iteration 68Q: 3 clusters Score -2090262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2090260.625000 Penalty: 3442.726074
	Iteration 69Q: 3 clusters Score -2090261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38844 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2090261.125000 Penalty: 3442.726074
	Iteration 70Q: 3 clusters Score -2090261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2090262.875000 Penalty: 3442.726074
	Iteration 71Q: 3 clusters Score -2090263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2090262.875000 Penalty: 3442.726074
	Iteration 72F: 3 clusters Score -2090263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Entering Unmasked Estep 
Score: -135132.453125 Penalty: 1283.732910
	Iteration 0F: 2 clusters Score -135132.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -132661.859375 Penalty: 2567.465820
	Iteration 0F: 3 clusters Score -132661.9 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -133189.078125 Penalty: 2567.465820
	Iteration 1F: 3 clusters Score -133189.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -133304.656250 Penalty: 2567.465820
	Iteration 2F: 3 clusters Score -133304.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -133374.312500 Penalty: 2567.465820
	Iteration 3Q: 3 clusters Score -133374.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -133435.328125 Penalty: 2567.465820
	Iteration 4Q: 3 clusters Score -133435.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -133478.515625 Penalty: 2567.465820
	Iteration 5Q: 3 clusters Score -133478.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -133515.484375 Penalty: 2567.465820
	Iteration 6Q: 3 clusters Score -133515.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -133543.578125 Penalty: 2567.465820
	Iteration 7Q: 3 clusters Score -133543.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -133567.593750 Penalty: 2567.465820
	Iteration 8Q: 3 clusters Score -133567.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -133593.921875 Penalty: 2567.465820
	Iteration 9Q: 3 clusters Score -133593.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -133624.843750 Penalty: 2567.465820
	Iteration 10Q: 3 clusters Score -133624.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -133649.546875 Penalty: 2567.465820
	Iteration 11Q: 3 clusters Score -133649.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -133680.984375 Penalty: 2567.465820
	Iteration 12Q: 3 clusters Score -133681 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -133714.187500 Penalty: 2567.465820
	Iteration 13Q: 3 clusters Score -133714.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -133738.671875 Penalty: 2567.465820
	Iteration 14Q: 3 clusters Score -133738.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -133760.578125 Penalty: 2567.465820
	Iteration 15Q: 3 clusters Score -133760.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -133781.390625 Penalty: 2567.465820
	Iteration 16Q: 3 clusters Score -133781.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -133793.937500 Penalty: 2567.465820
	Iteration 17Q: 3 clusters Score -133793.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -133807.890625 Penalty: 2567.465820
	Iteration 18Q: 3 clusters Score -133807.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -133829.281250 Penalty: 2567.465820
	Iteration 19Q: 3 clusters Score -133829.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -133846.171875 Penalty: 2567.465820
	Iteration 20F: 3 clusters Score -133846.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -133864.500000 Penalty: 2567.465820
	Iteration 21Q: 3 clusters Score -133864.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -133884.343750 Penalty: 2567.465820
	Iteration 22Q: 3 clusters Score -133884.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -133912.015625 Penalty: 2567.465820
	Iteration 23Q: 3 clusters Score -133912 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -133943.062500 Penalty: 2567.465820
	Iteration 24Q: 3 clusters Score -133943.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -133964.687500 Penalty: 2567.465820
	Iteration 25Q: 3 clusters Score -133964.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -133978.437500 Penalty: 2567.465820
	Iteration 26Q: 3 clusters Score -133978.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -133992.312500 Penalty: 2567.465820
	Iteration 27Q: 3 clusters Score -133992.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -134002.140625 Penalty: 2567.465820
	Iteration 28Q: 3 clusters Score -134002.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -134006.203125 Penalty: 2567.465820
	Iteration 29Q: 3 clusters Score -134006.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -134010.546875 Penalty: 2567.465820
	Iteration 30Q: 3 clusters Score -134010.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -134013.640625 Penalty: 2567.465820
	Iteration 31Q: 3 clusters Score -134013.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -134017.703125 Penalty: 2567.465820
	Iteration 32Q: 3 clusters Score -134017.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -134018.953125 Penalty: 2567.465820
	Iteration 33Q: 3 clusters Score -134019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -134021.718750 Penalty: 2567.465820
	Iteration 34Q: 3 clusters Score -134021.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -134022.828125 Penalty: 2567.465820
	Iteration 35Q: 3 clusters Score -134022.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -134025.796875 Penalty: 2567.465820
	Iteration 36Q: 3 clusters Score -134025.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -134026.843750 Penalty: 2567.465820
	Iteration 37Q: 3 clusters Score -134026.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -134026.843750 Penalty: 2567.465820
	Iteration 38F: 3 clusters Score -134026.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Entering Unmasked Estep 
Score: -332488.968750 Penalty: 1426.127075
	Iteration 0F: 2 clusters Score -332489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -327554.125000 Penalty: 2852.254150
	Iteration 0F: 3 clusters Score -327554.1 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -328984.968750 Penalty: 2852.254150
	Iteration 1F: 3 clusters Score -328985 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -329190.812500 Penalty: 2852.254150
	Iteration 2F: 3 clusters Score -329190.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -329336.375000 Penalty: 2852.254150
	Iteration 3F: 3 clusters Score -329336.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -329434.937500 Penalty: 2852.254150
	Iteration 4Q: 3 clusters Score -329434.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -329522.218750 Penalty: 2852.254150
	Iteration 5Q: 3 clusters Score -329522.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -329591.437500 Penalty: 2852.254150
	Iteration 6Q: 3 clusters Score -329591.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -329652.718750 Penalty: 2852.254150
	Iteration 7Q: 3 clusters Score -329652.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -329710.406250 Penalty: 2852.254150
	Iteration 8Q: 3 clusters Score -329710.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -329765.968750 Penalty: 2852.254150
	Iteration 9Q: 3 clusters Score -329766 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -329818.843750 Penalty: 2852.254150
	Iteration 10Q: 3 clusters Score -329818.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -329881.562500 Penalty: 2852.254150
	Iteration 11Q: 3 clusters Score -329881.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -329953.312500 Penalty: 2852.254150
	Iteration 12Q: 3 clusters Score -329953.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -330040.781250 Penalty: 2852.254150
	Iteration 13Q: 3 clusters Score -330040.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -330167.375000 Penalty: 2852.254150
	Iteration 14Q: 3 clusters Score -330167.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -330294.468750 Penalty: 2852.254150
	Iteration 15Q: 3 clusters Score -330294.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -330423.437500 Penalty: 2852.254150
	Iteration 16Q: 3 clusters Score -330423.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -330553.437500 Penalty: 2852.254150
	Iteration 17Q: 3 clusters Score -330553.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -330693.656250 Penalty: 2852.254150
	Iteration 18Q: 3 clusters Score -330693.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -330807.281250 Penalty: 2852.254150
	Iteration 19Q: 3 clusters Score -330807.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -330865.000000 Penalty: 2852.254150
	Iteration 20F: 3 clusters Score -330865 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -330907.531250 Penalty: 2852.254150
	Iteration 21Q: 3 clusters Score -330907.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -330937.000000 Penalty: 2852.254150
	Iteration 22Q: 3 clusters Score -330937 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -330961.281250 Penalty: 2852.254150
	Iteration 23Q: 3 clusters Score -330961.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -330980.218750 Penalty: 2852.254150
	Iteration 24Q: 3 clusters Score -330980.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -330998.000000 Penalty: 2852.254150
	Iteration 25Q: 3 clusters Score -330998 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -331015.187500 Penalty: 2852.254150
	Iteration 26Q: 3 clusters Score -331015.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -331029.718750 Penalty: 2852.254150
	Iteration 27Q: 3 clusters Score -331029.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -331041.781250 Penalty: 2852.254150
	Iteration 28Q: 3 clusters Score -331041.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -331052.937500 Penalty: 2852.254150
	Iteration 29Q: 3 clusters Score -331052.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -331063.843750 Penalty: 2852.254150
	Iteration 30Q: 3 clusters Score -331063.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -331075.125000 Penalty: 2852.254150
	Iteration 31Q: 3 clusters Score -331075.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -331092.562500 Penalty: 2852.254150
	Iteration 32Q: 3 clusters Score -331092.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -331107.375000 Penalty: 2852.254150
	Iteration 33Q: 3 clusters Score -331107.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -331122.718750 Penalty: 2852.254150
	Iteration 34Q: 3 clusters Score -331122.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -331140.281250 Penalty: 2852.254150
	Iteration 35Q: 3 clusters Score -331140.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -331164.250000 Penalty: 2852.254150
	Iteration 36Q: 3 clusters Score -331164.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -331184.906250 Penalty: 2852.254150
	Iteration 37Q: 3 clusters Score -331184.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -331205.718750 Penalty: 2852.254150
	Iteration 38Q: 3 clusters Score -331205.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -331227.968750 Penalty: 2852.254150
	Iteration 39Q: 3 clusters Score -331228 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -331254.656250 Penalty: 2852.254150
	Iteration 40F: 3 clusters Score -331254.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -331279.562500 Penalty: 2852.254150
	Iteration 41Q: 3 clusters Score -331279.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -331297.406250 Penalty: 2852.254150
	Iteration 42Q: 3 clusters Score -331297.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -331319.750000 Penalty: 2852.254150
	Iteration 43Q: 3 clusters Score -331319.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -331344.093750 Penalty: 2852.254150
	Iteration 44Q: 3 clusters Score -331344.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -331371.656250 Penalty: 2852.254150
	Iteration 45Q: 3 clusters Score -331371.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -331410.125000 Penalty: 2852.254150
	Iteration 46Q: 3 clusters Score -331410.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -331450.281250 Penalty: 2852.254150
	Iteration 47Q: 3 clusters Score -331450.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -331474.062500 Penalty: 2852.254150
	Iteration 48Q: 3 clusters Score -331474.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -331487.000000 Penalty: 2852.254150
	Iteration 49Q: 3 clusters Score -331487 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -331493.406250 Penalty: 2852.254150
	Iteration 50Q: 3 clusters Score -331493.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -331499.906250 Penalty: 2852.254150
	Iteration 51Q: 3 clusters Score -331499.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -331503.843750 Penalty: 2852.254150
	Iteration 52Q: 3 clusters Score -331503.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -331509.000000 Penalty: 2852.254150
	Iteration 53Q: 3 clusters Score -331509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -331510.593750 Penalty: 2852.254150
	Iteration 54Q: 3 clusters Score -331510.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -331513.312500 Penalty: 2852.254150
	Iteration 55Q: 3 clusters Score -331513.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -331513.718750 Penalty: 2852.254150
	Iteration 56Q: 3 clusters Score -331513.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -331513.906250 Penalty: 2852.254150
	Iteration 57Q: 3 clusters Score -331513.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -331513.843750 Penalty: 2852.254150
	Iteration 58Q: 3 clusters Score -331513.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -331514.718750 Penalty: 2852.254150
	Iteration 59Q: 3 clusters Score -331514.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -331514.375000 Penalty: 2852.254150
	Iteration 60F: 3 clusters Score -331514.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -1202446.625000 Penalty: 1628.860352
	Iteration 0F: 2 clusters Score -1202447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1187173.625000 Penalty: 3257.720703
	Iteration 0F: 3 clusters Score -1187174 nChanged 10204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1192731.250000 Penalty: 3257.720703
	Iteration 1F: 3 clusters Score -1192731 nChanged 1006
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: -1193032.375000 Penalty: 3257.720703
	Iteration 2Q: 3 clusters Score -1193032 nChanged 908
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: -1193328.750000 Penalty: 3257.720703
	Iteration 3Q: 3 clusters Score -1193329 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1193618.250000 Penalty: 3257.720703
	Iteration 4Q: 3 clusters Score -1193618 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1193896.500000 Penalty: 3257.720703
	Iteration 5Q: 3 clusters Score -1193896 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1194184.500000 Penalty: 3257.720703
	Iteration 6Q: 3 clusters Score -1194184 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1194480.000000 Penalty: 3257.720703
	Iteration 7Q: 3 clusters Score -1194480 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1194786.125000 Penalty: 3257.720703
	Iteration 8Q: 3 clusters Score -1194786 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1195132.875000 Penalty: 3257.720703
	Iteration 9Q: 3 clusters Score -1195133 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1195522.000000 Penalty: 3257.720703
	Iteration 10Q: 3 clusters Score -1195522 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1195939.000000 Penalty: 3257.720703
	Iteration 11Q: 3 clusters Score -1195939 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1196466.500000 Penalty: 3257.720703
	Iteration 12Q: 3 clusters Score -1196466 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1197113.250000 Penalty: 3257.720703
	Iteration 13Q: 3 clusters Score -1197113 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1197787.375000 Penalty: 3257.720703
	Iteration 14Q: 3 clusters Score -1197787 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1198353.500000 Penalty: 3257.720703
	Iteration 15Q: 3 clusters Score -1198354 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1198776.500000 Penalty: 3257.720703
	Iteration 16Q: 3 clusters Score -1198776 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1199083.500000 Penalty: 3257.720703
	Iteration 17Q: 3 clusters Score -1199084 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1199328.750000 Penalty: 3257.720703
	Iteration 18Q: 3 clusters Score -1199329 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1199565.000000 Penalty: 3257.720703
	Iteration 19Q: 3 clusters Score -1199565 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1199807.875000 Penalty: 3257.720703
	Iteration 20F: 3 clusters Score -1199808 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1200045.000000 Penalty: 3257.720703
	Iteration 21Q: 3 clusters Score -1200045 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1200264.375000 Penalty: 3257.720703
	Iteration 22Q: 3 clusters Score -1200264 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1200454.000000 Penalty: 3257.720703
	Iteration 23Q: 3 clusters Score -1200454 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1200615.375000 Penalty: 3257.720703
	Iteration 24Q: 3 clusters Score -1200615 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1200740.625000 Penalty: 3257.720703
	Iteration 25Q: 3 clusters Score -1200741 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1200847.250000 Penalty: 3257.720703
	Iteration 26Q: 3 clusters Score -1200847 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1200910.500000 Penalty: 3257.720703
	Iteration 27Q: 3 clusters Score -1200910 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1200961.125000 Penalty: 3257.720703
	Iteration 28Q: 3 clusters Score -1200961 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1201014.625000 Penalty: 3257.720703
	Iteration 29Q: 3 clusters Score -1201015 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1201060.375000 Penalty: 3257.720703
	Iteration 30Q: 3 clusters Score -1201060 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1201087.000000 Penalty: 3257.720703
	Iteration 31Q: 3 clusters Score -1201087 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1201097.750000 Penalty: 3257.720703
	Iteration 32Q: 3 clusters Score -1201098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1201108.500000 Penalty: 3257.720703
	Iteration 33Q: 3 clusters Score -1201108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1201120.750000 Penalty: 3257.720703
	Iteration 34Q: 3 clusters Score -1201121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1201126.875000 Penalty: 3257.720703
	Iteration 35Q: 3 clusters Score -1201127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1201131.625000 Penalty: 3257.720703
	Iteration 36Q: 3 clusters Score -1201132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1201134.875000 Penalty: 3257.720703
	Iteration 37Q: 3 clusters Score -1201135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1201136.375000 Penalty: 3257.720703
	Iteration 38Q: 3 clusters Score -1201136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1201142.125000 Penalty: 3257.720703
	Iteration 39Q: 3 clusters Score -1201142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1201145.250000 Penalty: 3257.720703
	Iteration 40F: 3 clusters Score -1201145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1201149.500000 Penalty: 3257.720703
	Iteration 41Q: 3 clusters Score -1201150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1201150.625000 Penalty: 3257.720703
	Iteration 42Q: 3 clusters Score -1201151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1201149.375000 Penalty: 3257.720703
	Iteration 43Q: 3 clusters Score -1201149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1201149.375000 Penalty: 3257.720703
	Iteration 44F: 3 clusters Score -1201149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 11220 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 155765 members 
Mstep: Class 5 contains 117282 members 
Mstep: Class 6 contains 3260 members 
Mstep: Class 7 contains 50635 members 
Mstep: Class 8 contains 16695 members 
Mstep: Class 10 contains 6223 members 
Mstep: Class 11 contains 4360 members 
Mstep: Class 14 contains 2312 members 
Mstep: Class 15 contains 39855 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 19 contains 6478 members 
Mstep: Class 20 contains 22556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140156.000000 Penalty: 31796.724609
Iteration 159Q: 16 clusters Score -2.314016e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 11220 members 
Mstep: Class 3 contains 21743 members 
Mstep: Class 4 contains 155784 members 
Mstep: Class 5 contains 117365 members 
Mstep: Class 6 contains 3258 members 
Mstep: Class 7 contains 50602 members 
Mstep: Class 8 contains 16687 members 
Mstep: Class 10 contains 6198 members 
Mstep: Class 11 contains 4360 members 
Mstep: Class 14 contains 2312 members 
Mstep: Class 15 contains 39856 members 
Mstep: Class 17 contains 2699 members 
Mstep: Class 19 contains 6477 members 
Mstep: Class 20 contains 22538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140132.000000 Penalty: 31796.724609
Iteration 160F: 16 clusters Score -2.314013e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 11224 members 
Mstep: Class 3 contains 21723 members 
Mstep: Class 4 contains 155811 members 
Mstep: Class 5 contains 117440 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 50564 members 
Mstep: Class 8 contains 16678 members 
Mstep: Class 10 contains 6177 members 
Mstep: Class 11 contains 4360 members 
Mstep: Class 14 contains 2312 members 
Mstep: Class 15 contains 39858 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 19 contains 6477 members 
Mstep: Class 20 contains 22520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140126.000000 Penalty: 31796.724609
Iteration 161Q: 16 clusters Score -2.314013e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 11227 members 
Mstep: Class 3 contains 21706 members 
Mstep: Class 4 contains 155839 members 
Mstep: Class 5 contains 117511 members 
Mstep: Class 6 contains 3255 members 
Mstep: Class 7 contains 50522 members 
Mstep: Class 8 contains 16668 members 
Mstep: Class 10 contains 6166 members 
Mstep: Class 11 contains 4361 members 
Mstep: Class 14 contains 2312 members 
Mstep: Class 15 contains 39858 members 
Mstep: Class 17 contains 2698 members 
Mstep: Class 19 contains 6477 members 
Mstep: Class 20 contains 22501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140104.000000 Penalty: 31796.724609
Iteration 162Q: 16 clusters Score -2.31401e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 11231 members 
Mstep: Class 3 contains 21687 members 
Mstep: Class 4 contains 155855 members 
Mstep: Class 5 contains 117586 members 
Mstep: Class 6 contains 3249 members 
Mstep: Class 7 contains 50492 members 
Mstep: Class 8 contains 16656 members 
Mstep: Class 10 contains 6160 members 
Mstep: Class 11 contains 4362 members 
Mstep: Class 14 contains 2312 members 
Mstep: Class 15 contains 39854 members 
Mstep: Class 17 contains 2698 members 
Mstep: Class 19 contains 6475 members 
Mstep: Class 20 contains 22484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140132.000000 Penalty: 31796.724609
Iteration 163Q: 16 clusters Score -2.314013e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 11237 members 
Mstep: Class 3 contains 21664 members 
Mstep: Class 4 contains 155870 members 
Mstep: Class 5 contains 117674 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 50454 members 
Mstep: Class 8 contains 16643 members 
Mstep: Class 10 contains 6154 members 
Mstep: Class 11 contains 4364 members 
Mstep: Class 14 contains 2312 members 
Mstep: Class 15 contains 39855 members 
Mstep: Class 17 contains 2696 members 
Mstep: Class 19 contains 6473 members 
Mstep: Class 20 contains 22461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140166.000000 Penalty: 31796.724609
Iteration 164Q: 16 clusters Score -2.314017e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 11243 members 
Mstep: Class 3 contains 21642 members 
Mstep: Class 4 contains 155896 members 
Mstep: Class 5 contains 117739 members 
Mstep: Class 6 contains 3237 members 
Mstep: Class 7 contains 50421 members 
Mstep: Class 8 contains 16630 members 
Mstep: Class 10 contains 6152 members 
Mstep: Class 11 contains 4365 members 
Mstep: Class 14 contains 2312 members 
Mstep: Class 15 contains 39855 members 
Mstep: Class 17 contains 2694 members 
Mstep: Class 19 contains 6473 members 
Mstep: Class 20 contains 22442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140190.000000 Penalty: 31796.724609
Iteration 165Q: 16 clusters Score -2.314019e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 11246 members 
Mstep: Class 3 contains 21621 members 
Mstep: Class 4 contains 155924 members 
Mstep: Class 5 contains 117799 members 
Mstep: Class 6 contains 3231 members 
Mstep: Class 7 contains 50389 members 
Mstep: Class 8 contains 16620 members 
Mstep: Class 10 contains 6149 members 
Mstep: Class 11 contains 4365 members 
Mstep: Class 14 contains 2312 members 
Mstep: Class 15 contains 39857 members 
Mstep: Class 17 contains 2693 members 
Mstep: Class 19 contains 6472 members 
Mstep: Class 20 contains 22424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140182.000000 Penalty: 31796.724609
Iteration 166Q: 16 clusters Score -2.314018e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 11246 members 
Mstep: Class 3 contains 21603 members 
Mstep: Class 4 contains 155955 members 
Mstep: Class 5 contains 117858 members 
Mstep: Class 6 contains 3231 members 
Mstep: Class 7 contains 50344 members 
Mstep: Class 8 contains 16614 members 
Mstep: Class 10 contains 6147 members 
Mstep: Class 11 contains 4365 members 
Mstep: Class 14 contains 2312 members 
Mstep: Class 15 contains 39855 members 
Mstep: Class 17 contains 2691 members 
Mstep: Class 19 contains 6472 members 
Mstep: Class 20 contains 22409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140184.000000 Penalty: 31796.724609
Iteration 167Q: 16 clusters Score -2.314018e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 11247 members 
Mstep: Class 3 contains 21583 members 
Mstep: Class 4 contains 155990 members 
Mstep: Class 5 contains 117922 members 
Mstep: Class 6 contains 3231 members 
Mstep: Class 7 contains 50301 members 
Mstep: Class 8 contains 16609 members 
Mstep: Class 10 contains 6145 members 
Mstep: Class 11 contains 4365 members 
Mstep: Class 14 contains 2312 members 
Mstep: Class 15 contains 39848 members 
Mstep: Class 17 contains 2692 members 
Mstep: Class 19 contains 6473 members 
Mstep: Class 20 contains 22388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140174.000000 Penalty: 31796.724609
Iteration 168Q: 16 clusters Score -2.314017e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 11247 members 
Mstep: Class 3 contains 21561 members 
Mstep: Class 4 contains 156023 members 
Mstep: Class 5 contains 117978 members 
Mstep: Class 6 contains 3231 members 
Mstep: Class 7 contains 50266 members 
Mstep: Class 8 contains 16604 members 
Mstep: Class 10 contains 6141 members 
Mstep: Class 11 contains 4365 members 
Mstep: Class 14 contains 2312 members 
Mstep: Class 15 contains 39843 members 
Mstep: Class 17 contains 2692 members 
Mstep: Class 19 contains 6473 members 
Mstep: Class 20 contains 22374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140198.000000 Penalty: 31796.724609
Iteration 169Q: 16 clusters Score -2.31402e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 11247 members 
Mstep: Class 3 contains 21547 members 
Mstep: Class 4 contains 156047 members 
Mstep: Class 5 contains 118032 members 
Mstep: Class 6 contains 3231 members 
Mstep: Class 7 contains 50231 members 
Mstep: Class 8 contains 16597 members 
Mstep: Class 10 contains 6139 members 
Mstep: Class 11 contains 4365 members 
Mstep: Class 14 contains 2312 members 
Mstep: Class 15 contains 39839 members 
Mstep: Class 17 contains 2692 members 
Mstep: Class 19 contains 6473 members 
Mstep: Class 20 contains 22361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140234.000000 Penalty: 31796.724609
Iteration 170Q: 16 clusters Score -2.314023e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11247 members 
Mstep: Class 3 contains 21534 members 
Mstep: Class 4 contains 156070 members 
Mstep: Class 5 contains 118077 members 
Mstep: Class 6 contains 3231 members 
Mstep: Class 7 contains 50199 members 
Mstep: Class 8 contains 16589 members 
Mstep: Class 10 contains 6140 members 
Mstep: Class 11 contains 4365 members 
Mstep: Class 14 contains 2311 members 
Mstep: Class 15 contains 39835 members 
Mstep: Class 17 contains 2692 members 
Mstep: Class 19 contains 6473 members 
Mstep: Class 20 contains 22351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140222.000000 Penalty: 31796.724609
Iteration 171Q: 16 clusters Score -2.314022e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11247 members 
Mstep: Class 3 contains 21520 members 
Mstep: Class 4 contains 156090 members 
Mstep: Class 5 contains 118130 members 
Mstep: Class 6 contains 3231 members 
Mstep: Class 7 contains 50174 members 
Mstep: Class 8 contains 16580 members 
Mstep: Class 10 contains 6135 members 
Mstep: Class 11 contains 4365 members 
Mstep: Class 14 contains 2311 members 
Mstep: Class 15 contains 39829 members 
Mstep: Class 17 contains 2692 members 
Mstep: Class 19 contains 6474 members 
Mstep: Class 20 contains 22336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140206.000000 Penalty: 31796.724609
Iteration 172Q: 16 clusters Score -2.314021e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11249 members 
Mstep: Class 3 contains 21505 members 
Mstep: Class 4 contains 156106 members 
Mstep: Class 5 contains 118179 members 
Mstep: Class 6 contains 3231 members 
Mstep: Class 7 contains 50151 members 
Mstep: Class 8 contains 16570 members 
Mstep: Class 10 contains 6130 members 
Mstep: Class 11 contains 4365 members 
Mstep: Class 14 contains 2313 members 
Mstep: Class 15 contains 39820 members 
Mstep: Class 17 contains 2693 members 
Mstep: Class 19 contains 6476 members 
Mstep: Class 20 contains 22326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140200.000000 Penalty: 31796.724609
Iteration 173Q: 16 clusters Score -2.31402e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11251 members 
Mstep: Class 3 contains 21488 members 
Mstep: Class 4 contains 156114 members 
Mstep: Class 5 contains 118230 members 
Mstep: Class 6 contains 3231 members 
Mstep: Class 7 contains 50133 members 
Mstep: Class 8 contains 16563 members 
Mstep: Class 10 contains 6130 members 
Mstep: Class 11 contains 4365 members 
Mstep: Class 14 contains 2312 members 
Mstep: Class 15 contains 39812 members 
Mstep: Class 17 contains 2695 members 
Mstep: Class 19 contains 6477 members 
Mstep: Class 20 contains 22313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140234.000000 Penalty: 31796.724609
Iteration 174Q: 16 clusters Score -2.314023e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11251 members 
Mstep: Class 3 contains 21479 members 
Mstep: Class 4 contains 156121 members 
Mstep: Class 5 contains 118284 members 
Mstep: Class 6 contains 3231 members 
Mstep: Class 7 contains 50117 members 
Mstep: Class 8 contains 16553 members 
Mstep: Class 10 contains 6129 members 
Mstep: Class 11 contains 4365 members 
Mstep: Class 14 contains 2311 members 
Mstep: Class 15 contains 39796 members 
Mstep: Class 17 contains 2694 members 
Mstep: Class 19 contains 6480 members 
Mstep: Class 20 contains 22303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140238.000000 Penalty: 31796.724609
Iteration 175Q: 16 clusters Score -2.314024e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11253 members 
Mstep: Class 3 contains 21472 members 
Mstep: Class 4 contains 156125 members 
Mstep: Class 5 contains 118330 members 
Mstep: Class 6 contains 3230 members 
Mstep: Class 7 contains 50104 members 
Mstep: Class 8 contains 16544 members 
Mstep: Class 10 contains 6129 members 
Mstep: Class 11 contains 4365 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39785 members 
Mstep: Class 17 contains 2694 members 
Mstep: Class 19 contains 6480 members 
Mstep: Class 20 contains 22293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140226.000000 Penalty: 31796.724609
Iteration 176Q: 16 clusters Score -2.314023e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11254 members 
Mstep: Class 3 contains 21459 members 
Mstep: Class 4 contains 156135 members 
Mstep: Class 5 contains 118380 members 
Mstep: Class 6 contains 3228 members 
Mstep: Class 7 contains 50088 members 
Mstep: Class 8 contains 16535 members 
Mstep: Class 10 contains 6128 members 
Mstep: Class 11 contains 4365 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39775 members 
Mstep: Class 17 contains 2694 members 
Mstep: Class 19 contains 6482 members 
Mstep: Class 20 contains 22281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140158.000000 Penalty: 31796.724609
Iteration 177Q: 16 clusters Score -2.314016e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11254 members 
Mstep: Class 3 contains 21441 members 
Mstep: Class 4 contains 156148 members 
Mstep: Class 5 contains 118432 members 
Mstep: Class 6 contains 3227 members 
Mstep: Class 7 contains 50078 members 
Mstep: Class 8 contains 16527 members 
Mstep: Class 10 contains 6128 members 
Mstep: Class 11 contains 4365 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39763 members 
Mstep: Class 17 contains 2694 members 
Mstep: Class 19 contains 6483 members 
Mstep: Class 20 contains 22264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140190.000000 Penalty: 31796.724609
Iteration 178Q: 16 clusters Score -2.314019e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11256 members 
Mstep: Class 3 contains 21417 members 
Mstep: Class 4 contains 156161 members 
Mstep: Class 5 contains 118480 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 50071 members 
Mstep: Class 8 contains 16521 members 
Mstep: Class 10 contains 6128 members 
Mstep: Class 11 contains 4365 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39754 members 
Mstep: Class 17 contains 2694 members 
Mstep: Class 19 contains 6485 members 
Mstep: Class 20 contains 22248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140208.000000 Penalty: 31796.724609
Iteration 179Q: 16 clusters Score -2.314021e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11260 members 
Mstep: Class 3 contains 21392 members 
Mstep: Class 4 contains 156169 members 
Mstep: Class 5 contains 118537 members 
Mstep: Class 6 contains 3223 members 
Mstep: Class 7 contains 50055 members 
Mstep: Class 8 contains 16516 members 
Mstep: Class 10 contains 6124 members 
Mstep: Class 11 contains 4366 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39746 members 
Mstep: Class 17 contains 2694 members 
Mstep: Class 19 contains 6487 members 
Mstep: Class 20 contains 22235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140212.000000 Penalty: 31796.724609
Iteration 180F: 16 clusters Score -2.314021e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11262 members 
Mstep: Class 3 contains 21361 members 
Mstep: Class 4 contains 156189 members 
Mstep: Class 5 contains 118591 members 
Mstep: Class 6 contains 3222 members 
Mstep: Class 7 contains 50039 members 
Mstep: Class 8 contains 16511 members 
Mstep: Class 10 contains 6121 members 
Mstep: Class 11 contains 4366 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39742 members 
Mstep: Class 17 contains 2694 members 
Mstep: Class 19 contains 6485 members 
Mstep: Class 20 contains 22221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140216.000000 Penalty: 31796.724609
Iteration 181Q: 16 clusters Score -2.314022e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11264 members 
Mstep: Class 3 contains 21327 members 
Mstep: Class 4 contains 156218 members 
Mstep: Class 5 contains 118650 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 50016 members 
Mstep: Class 8 contains 16501 members 
Mstep: Class 10 contains 6118 members 
Mstep: Class 11 contains 4367 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39737 members 
Mstep: Class 17 contains 2693 members 
Mstep: Class 19 contains 6484 members 
Mstep: Class 20 contains 22209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140210.000000 Penalty: 31796.724609
Iteration 182Q: 16 clusters Score -2.314021e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11266 members 
Mstep: Class 3 contains 21295 members 
Mstep: Class 4 contains 156237 members 
Mstep: Class 5 contains 118718 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 7 contains 49988 members 
Mstep: Class 8 contains 16493 members 
Mstep: Class 10 contains 6116 members 
Mstep: Class 11 contains 4367 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39732 members 
Mstep: Class 17 contains 2693 members 
Mstep: Class 19 contains 6486 members 
Mstep: Class 20 contains 22196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140218.000000 Penalty: 31796.724609
Iteration 183Q: 16 clusters Score -2.314022e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11269 members 
Mstep: Class 3 contains 21259 members 
Mstep: Class 4 contains 156262 members 
Mstep: Class 5 contains 118799 members 
Mstep: Class 6 contains 3206 members 
Mstep: Class 7 contains 49952 members 
Mstep: Class 8 contains 16487 members 
Mstep: Class 10 contains 6114 members 
Mstep: Class 11 contains 4367 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39720 members 
Mstep: Class 17 contains 2691 members 
Mstep: Class 19 contains 6488 members 
Mstep: Class 20 contains 22190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140298.000000 Penalty: 31796.724609
Iteration 184Q: 16 clusters Score -2.31403e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11273 members 
Mstep: Class 3 contains 21227 members 
Mstep: Class 4 contains 156296 members 
Mstep: Class 5 contains 118866 members 
Mstep: Class 6 contains 3201 members 
Mstep: Class 7 contains 49922 members 
Mstep: Class 8 contains 16477 members 
Mstep: Class 10 contains 6112 members 
Mstep: Class 11 contains 4367 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39711 members 
Mstep: Class 17 contains 2687 members 
Mstep: Class 19 contains 6489 members 
Mstep: Class 20 contains 22176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140322.000000 Penalty: 31796.724609
Iteration 185Q: 16 clusters Score -2.314032e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11274 members 
Mstep: Class 3 contains 21195 members 
Mstep: Class 4 contains 156326 members 
Mstep: Class 5 contains 118943 members 
Mstep: Class 6 contains 3196 members 
Mstep: Class 7 contains 49890 members 
Mstep: Class 8 contains 16469 members 
Mstep: Class 10 contains 6108 members 
Mstep: Class 11 contains 4367 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39702 members 
Mstep: Class 17 contains 2685 members 
Mstep: Class 19 contains 6490 members 
Mstep: Class 20 contains 22159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140240.000000 Penalty: 31796.724609
Iteration 186Q: 16 clusters Score -2.314024e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11275 members 
Mstep: Class 3 contains 21169 members 
Mstep: Class 4 contains 156348 members 
Mstep: Class 5 contains 119014 members 
Mstep: Class 6 contains 3188 members 
Mstep: Class 7 contains 49863 members 
Mstep: Class 8 contains 16463 members 
Mstep: Class 10 contains 6104 members 
Mstep: Class 11 contains 4367 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39696 members 
Mstep: Class 17 contains 2685 members 
Mstep: Class 19 contains 6492 members 
Mstep: Class 20 contains 22140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140290.000000 Penalty: 31796.724609
Iteration 187Q: 16 clusters Score -2.314029e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11274 members 
Mstep: Class 3 contains 21135 members 
Mstep: Class 4 contains 156381 members 
Mstep: Class 5 contains 119089 members 
Mstep: Class 6 contains 3183 members 
Mstep: Class 7 contains 49831 members 
Mstep: Class 8 contains 16453 members 
Mstep: Class 10 contains 6099 members 
Mstep: Class 11 contains 4367 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39690 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 19 contains 6491 members 
Mstep: Class 20 contains 22127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140284.000000 Penalty: 31796.724609
Iteration 188Q: 16 clusters Score -2.314028e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11276 members 
Mstep: Class 3 contains 21105 members 
Mstep: Class 4 contains 156407 members 
Mstep: Class 5 contains 119153 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 49807 members 
Mstep: Class 8 contains 16446 members 
Mstep: Class 10 contains 6088 members 
Mstep: Class 11 contains 4367 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39685 members 
Mstep: Class 17 contains 2682 members 
Mstep: Class 19 contains 6492 members 
Mstep: Class 20 contains 22118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140256.000000 Penalty: 31796.724609
Iteration 189Q: 16 clusters Score -2.314026e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11277 members 
Mstep: Class 3 contains 21078 members 
Mstep: Class 4 contains 156433 members 
Mstep: Class 5 contains 119208 members 
Mstep: Class 6 contains 3172 members 
Mstep: Class 7 contains 49791 members 
Mstep: Class 8 contains 16439 members 
Mstep: Class 10 contains 6076 members 
Mstep: Class 11 contains 4367 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39680 members 
Mstep: Class 17 contains 2682 members 
Mstep: Class 19 contains 6491 members 
Mstep: Class 20 contains 22110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140238.000000 Penalty: 31796.724609
Iteration 190Q: 16 clusters Score -2.314024e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11279 members 
Mstep: Class 3 contains 21051 members 
Mstep: Class 4 contains 156455 members 
Mstep: Class 5 contains 119260 members 
Mstep: Class 6 contains 3164 members 
Mstep: Class 7 contains 49776 members 
Mstep: Class 8 contains 16438 members 
Mstep: Class 10 contains 6063 members 
Mstep: Class 11 contains 4367 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39677 members 
Mstep: Class 17 contains 2682 members 
Mstep: Class 19 contains 6491 members 
Mstep: Class 20 contains 22101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140252.000000 Penalty: 31796.724609
Iteration 191Q: 16 clusters Score -2.314025e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11282 members 
Mstep: Class 3 contains 21030 members 
Mstep: Class 4 contains 156472 members 
Mstep: Class 5 contains 119305 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 49761 members 
Mstep: Class 8 contains 16435 members 
Mstep: Class 10 contains 6055 members 
Mstep: Class 11 contains 4367 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39675 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 19 contains 6491 members 
Mstep: Class 20 contains 22095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140246.000000 Penalty: 31796.724609
Iteration 192Q: 16 clusters Score -2.314025e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11286 members 
Mstep: Class 3 contains 21007 members 
Mstep: Class 4 contains 156479 members 
Mstep: Class 5 contains 119357 members 
Mstep: Class 6 contains 3150 members 
Mstep: Class 7 contains 49747 members 
Mstep: Class 8 contains 16434 members 
Mstep: Class 10 contains 6045 members 
Mstep: Class 11 contains 4368 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39674 members 
Mstep: Class 17 contains 2679 members 
Mstep: Class 19 contains 6491 members 
Mstep: Class 20 contains 22087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140268.000000 Penalty: 31796.724609
Iteration 193Q: 16 clusters Score -2.314027e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11291 members 
Mstep: Class 3 contains 20980 members 
Mstep: Class 4 contains 156497 members 
Mstep: Class 5 contains 119405 members 
Mstep: Class 6 contains 3147 members 
Mstep: Class 7 contains 49731 members 
Mstep: Class 8 contains 16430 members 
Mstep: Class 10 contains 6035 members 
Mstep: Class 11 contains 4369 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 15 contains 39672 members 
Mstep: Class 17 contains 2678 members 
Mstep: Class 19 contains 6491 members 
Mstep: Class 20 contains 22079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140248.000000 Penalty: 31796.724609
Iteration 194Q: 16 clusters Score -2.314025e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11292 members 
Mstep: Class 3 contains 20956 members 
Mstep: Class 4 contains 156520 members 
Mstep: Class 5 contains 119460 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 49713 members 
Mstep: Class 8 contains 16425 members 
Mstep: Class 10 contains 6024 members 
Mstep: Class 11 contains 4369 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39672 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6493 members 
Mstep: Class 20 contains 22065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140270.000000 Penalty: 31796.724609
Iteration 195Q: 16 clusters Score -2.314027e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11298 members 
Mstep: Class 3 contains 20928 members 
Mstep: Class 4 contains 156546 members 
Mstep: Class 5 contains 119506 members 
Mstep: Class 6 contains 3141 members 
Mstep: Class 7 contains 49698 members 
Mstep: Class 8 contains 16421 members 
Mstep: Class 10 contains 6014 members 
Mstep: Class 11 contains 4369 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39664 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6492 members 
Mstep: Class 20 contains 22055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140266.000000 Penalty: 31796.724609
Iteration 196Q: 16 clusters Score -2.314027e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11301 members 
Mstep: Class 3 contains 20907 members 
Mstep: Class 4 contains 156572 members 
Mstep: Class 5 contains 119544 members 
Mstep: Class 6 contains 3140 members 
Mstep: Class 7 contains 49684 members 
Mstep: Class 8 contains 16419 members 
Mstep: Class 10 contains 6000 members 
Mstep: Class 11 contains 4369 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39662 members 
Mstep: Class 17 contains 2672 members 
Mstep: Class 19 contains 6494 members 
Mstep: Class 20 contains 22043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140230.000000 Penalty: 31796.724609
Iteration 197Q: 16 clusters Score -2.314023e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11302 members 
Mstep: Class 3 contains 20886 members 
Mstep: Class 4 contains 156591 members 
Mstep: Class 5 contains 119584 members 
Mstep: Class 6 contains 3138 members 
Mstep: Class 7 contains 49660 members 
Mstep: Class 8 contains 16419 members 
Mstep: Class 10 contains 6000 members 
Mstep: Class 11 contains 4370 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39659 members 
Mstep: Class 17 contains 2671 members 
Mstep: Class 19 contains 6493 members 
Mstep: Class 20 contains 22034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140214.000000 Penalty: 31796.724609
Iteration 198Q: 16 clusters Score -2.314021e+07 nChanged 92
Entering ConstructFrom: 
Score: -23140214.000000 Penalty: 31796.724609
Entering ConstructFrom: 
Trying to split cluster 1 (1575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Entering Unmasked Estep 
Score: -77849.093750 Penalty: 1196.326660
	Iteration 0F: 2 clusters Score -77849.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -76004.906250 Penalty: 2392.653320
	Iteration 0F: 3 clusters Score -76004.91 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -76343.218750 Penalty: 2392.653320
	Iteration 1F: 3 clusters Score -76343.22 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -76442.492188 Penalty: 2392.653320
	Iteration 2F: 3 clusters Score -76442.49 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -76498.882812 Penalty: 2392.653320
	Iteration 3Q: 3 clusters Score -76498.88 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -76554.875000 Penalty: 2392.653320
	Iteration 4Q: 3 clusters Score -76554.88 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -76584.164062 Penalty: 2392.653320
	Iteration 5Q: 3 clusters Score -76584.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -76596.718750 Penalty: 2392.653320
	Iteration 6Q: 3 clusters Score -76596.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -76608.773438 Penalty: 2392.653320
	Iteration 7Q: 3 clusters Score -76608.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -76620.851562 Penalty: 2392.653320
	Iteration 8Q: 3 clusters Score -76620.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -76635.484375 Penalty: 2392.653320
	Iteration 9Q: 3 clusters Score -76635.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -76644.445312 Penalty: 2392.653320
	Iteration 10Q: 3 clusters Score -76644.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -76650.804688 Penalty: 2392.653320
	Iteration 11Q: 3 clusters Score -76650.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -76654.867188 Penalty: 2392.653320
	Iteration 12Q: 3 clusters Score -76654.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -76657.156250 Penalty: 2392.653320
	Iteration 13Q: 3 clusters Score -76657.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -76660.265625 Penalty: 2392.653320
	Iteration 14Q: 3 clusters Score -76660.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -76663.539062 Penalty: 2392.653320
	Iteration 15Q: 3 clusters Score -76663.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -76665.351562 Penalty: 2392.653320
	Iteration 16Q: 3 clusters Score -76665.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -76666.187500 Penalty: 2392.653320
	Iteration 17Q: 3 clusters Score -76666.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -76666.976562 Penalty: 2392.653320
	Iteration 18Q: 3 clusters Score -76666.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -76667.851562 Penalty: 2392.653320
	Iteration 19Q: 3 clusters Score -76667.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -76668.789062 Penalty: 2392.653320
	Iteration 20F: 3 clusters Score -76668.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -76669.640625 Penalty: 2392.653320
	Iteration 21Q: 3 clusters Score -76669.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -76672.007812 Penalty: 2392.653320
	Iteration 22Q: 3 clusters Score -76672.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -76673.734375 Penalty: 2392.653320
	Iteration 23Q: 3 clusters Score -76673.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -76674.632812 Penalty: 2392.653320
	Iteration 24Q: 3 clusters Score -76674.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -76675.117188 Penalty: 2392.653320
	Iteration 25Q: 3 clusters Score -76675.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -76675.921875 Penalty: 2392.653320
	Iteration 26Q: 3 clusters Score -76675.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -76676.929688 Penalty: 2392.653320
	Iteration 27Q: 3 clusters Score -76676.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -76678.171875 Penalty: 2392.653320
	Iteration 28Q: 3 clusters Score -76678.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -76679.093750 Penalty: 2392.653320
	Iteration 29Q: 3 clusters Score -76679.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -76679.375000 Penalty: 2392.653320
	Iteration 30Q: 3 clusters Score -76679.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -76680.101562 Penalty: 2392.653320
	Iteration 31Q: 3 clusters Score -76680.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -76680.101562 Penalty: 2392.653320
	Iteration 32F: 3 clusters Score -76680.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Entering Unmasked Estep 
Score: -554745.000000 Penalty: 1516.612549
	Iteration 0F: 2 clusters Score -554745 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 5620 members 
Entering Unmasked Estep 
Score: -546719.187500 Penalty: 3033.225098
	Iteration 0F: 3 clusters Score -546719.2 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -549485.437500 Penalty: 3033.225098
	Iteration 1F: 3 clusters Score -549485.4 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -550401.250000 Penalty: 3033.225098
	Iteration 2F: 3 clusters Score -550401.2 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -551813.187500 Penalty: 3033.225098
	Iteration 3F: 3 clusters Score -551813.2 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -553201.625000 Penalty: 3033.225098
	Iteration 4F: 3 clusters Score -553201.6 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -554021.250000 Penalty: 3033.225098
	Iteration 5F: 3 clusters Score -554021.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -554380.375000 Penalty: 3033.225098
	Iteration 6F: 3 clusters Score -554380.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -554523.250000 Penalty: 3033.225098
	Iteration 7Q: 3 clusters Score -554523.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -554592.125000 Penalty: 3033.225098
	Iteration 8Q: 3 clusters Score -554592.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -554632.125000 Penalty: 3033.225098
	Iteration 9Q: 3 clusters Score -554632.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -554661.812500 Penalty: 3033.225098
	Iteration 10Q: 3 clusters Score -554661.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -554681.625000 Penalty: 3033.225098
	Iteration 11Q: 3 clusters Score -554681.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -554694.250000 Penalty: 3033.225098
	Iteration 12Q: 3 clusters Score -554694.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -554701.437500 Penalty: 3033.225098
	Iteration 13Q: 3 clusters Score -554701.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -554708.937500 Penalty: 3033.225098
	Iteration 14Q: 3 clusters Score -554708.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -554718.812500 Penalty: 3033.225098
	Iteration 15Q: 3 clusters Score -554718.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -554727.125000 Penalty: 3033.225098
	Iteration 16Q: 3 clusters Score -554727.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -554732.562500 Penalty: 3033.225098
	Iteration 17Q: 3 clusters Score -554732.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -554738.687500 Penalty: 3033.225098
	Iteration 18Q: 3 clusters Score -554738.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -554745.562500 Penalty: 3033.225098
	Iteration 19Q: 3 clusters Score -554745.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -554752.875000 Penalty: 3033.225098
	Iteration 20F: 3 clusters Score -554752.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -554758.625000 Penalty: 3033.225098
	Iteration 21Q: 3 clusters Score -554758.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -554763.937500 Penalty: 3033.225098
	Iteration 22Q: 3 clusters Score -554763.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -554768.125000 Penalty: 3033.225098
	Iteration 23Q: 3 clusters Score -554768.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -554770.500000 Penalty: 3033.225098
	Iteration 24Q: 3 clusters Score -554770.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -554771.250000 Penalty: 3033.225098
	Iteration 25Q: 3 clusters Score -554771.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -554776.250000 Penalty: 3033.225098
	Iteration 26Q: 3 clusters Score -554776.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -554777.812500 Penalty: 3033.225098
	Iteration 27Q: 3 clusters Score -554777.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -554779.250000 Penalty: 3033.225098
	Iteration 28Q: 3 clusters Score -554779.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -554781.250000 Penalty: 3033.225098
	Iteration 29Q: 3 clusters Score -554781.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -554785.625000 Penalty: 3033.225098
	Iteration 30Q: 3 clusters Score -554785.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -554787.000000 Penalty: 3033.225098
	Iteration 31Q: 3 clusters Score -554787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -554789.500000 Penalty: 3033.225098
	Iteration 32Q: 3 clusters Score -554789.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -554791.312500 Penalty: 3033.225098
	Iteration 33Q: 3 clusters Score -554791.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -554793.187500 Penalty: 3033.225098
	Iteration 34Q: 3 clusters Score -554793.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -554794.250000 Penalty: 3033.225098
	Iteration 35Q: 3 clusters Score -554794.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -554795.937500 Penalty: 3033.225098
	Iteration 36Q: 3 clusters Score -554795.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -554795.812500 Penalty: 3033.225098
	Iteration 37Q: 3 clusters Score -554795.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -554796.625000 Penalty: 3033.225098
	Iteration 38Q: 3 clusters Score -554796.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -554798.187500 Penalty: 3033.225098
	Iteration 39Q: 3 clusters Score -554798.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -554800.312500 Penalty: 3033.225098
	Iteration 40F: 3 clusters Score -554800.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -554801.187500 Penalty: 3033.225098
	Iteration 41Q: 3 clusters Score -554801.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -554801.812500 Penalty: 3033.225098
	Iteration 42Q: 3 clusters Score -554801.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -554801.812500 Penalty: 3033.225098
	Iteration 43Q: 3 clusters Score -554801.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -554802.687500 Penalty: 3033.225098
	Iteration 44Q: 3 clusters Score -554802.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -554804.562500 Penalty: 3033.225098
	Iteration 45Q: 3 clusters Score -554804.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -554807.312500 Penalty: 3033.225098
	Iteration 46Q: 3 clusters Score -554807.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -554807.562500 Penalty: 3033.225098
	Iteration 47Q: 3 clusters Score -554807.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -554806.250000 Penalty: 3033.225098
	Iteration 48Q: 3 clusters Score -554806.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -554807.250000 Penalty: 3033.225098
	Iteration 49Q: 3 clusters Score -554807.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -554809.500000 Penalty: 3033.225098
	Iteration 50Q: 3 clusters Score -554809.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -554812.187500 Penalty: 3033.225098
	Iteration 51Q: 3 clusters Score -554812.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -554817.500000 Penalty: 3033.225098
	Iteration 52Q: 3 clusters Score -554817.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -554821.625000 Penalty: 3033.225098
	Iteration 53Q: 3 clusters Score -554821.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -554825.375000 Penalty: 3033.225098
	Iteration 54Q: 3 clusters Score -554825.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -554827.562500 Penalty: 3033.225098
	Iteration 55Q: 3 clusters Score -554827.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -554829.312500 Penalty: 3033.225098
	Iteration 56Q: 3 clusters Score -554829.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -554836.437500 Penalty: 3033.225098
	Iteration 57Q: 3 clusters Score -554836.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -554845.187500 Penalty: 3033.225098
	Iteration 58Q: 3 clusters Score -554845.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -554858.375000 Penalty: 3033.225098
	Iteration 59Q: 3 clusters Score -554858.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -554867.437500 Penalty: 3033.225098
	Iteration 60F: 3 clusters Score -554867.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -554876.812500 Penalty: 3033.225098
	Iteration 61Q: 3 clusters Score -554876.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -554885.375000 Penalty: 3033.225098
	Iteration 62Q: 3 clusters Score -554885.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -554889.750000 Penalty: 3033.225098
	Iteration 63Q: 3 clusters Score -554889.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -554894.750000 Penalty: 3033.225098
	Iteration 64Q: 3 clusters Score -554894.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -554899.625000 Penalty: 3033.225098
	Iteration 65Q: 3 clusters Score -554899.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -554902.875000 Penalty: 3033.225098
	Iteration 66Q: 3 clusters Score -554902.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -554904.062500 Penalty: 3033.225098
	Iteration 67Q: 3 clusters Score -554904.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -554904.500000 Penalty: 3033.225098
	Iteration 68Q: 3 clusters Score -554904.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -554906.062500 Penalty: 3033.225098
	Iteration 69Q: 3 clusters Score -554906.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -554908.437500 Penalty: 3033.225098
	Iteration 70Q: 3 clusters Score -554908.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -554910.000000 Penalty: 3033.225098
	Iteration 71Q: 3 clusters Score -554910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -554910.875000 Penalty: 3033.225098
	Iteration 72Q: 3 clusters Score -554910.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -554909.875000 Penalty: 3033.225098
	Iteration 73Q: 3 clusters Score -554909.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -554912.687500 Penalty: 3033.225098
	Iteration 74Q: 3 clusters Score -554912.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -554915.062500 Penalty: 3033.225098
	Iteration 75Q: 3 clusters Score -554915.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -554915.875000 Penalty: 3033.225098
	Iteration 76Q: 3 clusters Score -554915.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -554915.312500 Penalty: 3033.225098
	Iteration 77Q: 3 clusters Score -554915.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -554915.812500 Penalty: 3033.225098
	Iteration 78Q: 3 clusters Score -554915.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -554915.812500 Penalty: 3033.225098
	Iteration 79F: 3 clusters Score -554915.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 10142 members 
Mstep: Class 3 contains 20867 members 
Mstep: Class 4 contains 156608 members 
Mstep: Class 5 contains 119625 members 
Mstep: Class 6 contains 3137 members 
Mstep: Class 7 contains 49637 members 
Mstep: Class 8 contains 16419 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 5992 members 
Mstep: Class 11 contains 4370 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39659 members 
Mstep: Class 17 contains 2672 members 
Mstep: Class 19 contains 6493 members 
Mstep: Class 20 contains 22023 members 
Entering Unmasked Estep 
Score: -23139796.000000 Penalty: 33916.507812
Splitting cluster 2 changes total score from -23140214.000000 to -23139796.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (20867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Entering Unmasked Estep 
Score: -1121023.125000 Penalty: 1616.212646
	Iteration 0F: 2 clusters Score -1121023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1106864.000000 Penalty: 3232.425293
	Iteration 0F: 3 clusters Score -1106864 nChanged 9396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1112125.000000 Penalty: 3232.425293
	Iteration 1F: 3 clusters Score -1112125 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1112522.375000 Penalty: 3232.425293
	Iteration 2Q: 3 clusters Score -1112522 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1112970.250000 Penalty: 3232.425293
	Iteration 3Q: 3 clusters Score -1112970 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1113449.500000 Penalty: 3232.425293
	Iteration 4Q: 3 clusters Score -1113450 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1114007.125000 Penalty: 3232.425293
	Iteration 5Q: 3 clusters Score -1114007 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1114644.375000 Penalty: 3232.425293
	Iteration 6F: 3 clusters Score -1114644 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1115397.500000 Penalty: 3232.425293
	Iteration 7F: 3 clusters Score -1115398 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1116177.250000 Penalty: 3232.425293
	Iteration 8F: 3 clusters Score -1116177 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1116759.250000 Penalty: 3232.425293
	Iteration 9Q: 3 clusters Score -1116759 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1117104.375000 Penalty: 3232.425293
	Iteration 10Q: 3 clusters Score -1117104 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1117263.125000 Penalty: 3232.425293
	Iteration 11Q: 3 clusters Score -1117263 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1117359.125000 Penalty: 3232.425293
	Iteration 12Q: 3 clusters Score -1117359 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1117413.875000 Penalty: 3232.425293
	Iteration 13Q: 3 clusters Score -1117414 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1117470.250000 Penalty: 3232.425293
	Iteration 14Q: 3 clusters Score -1117470 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1117527.000000 Penalty: 3232.425293
	Iteration 15Q: 3 clusters Score -1117527 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1117581.625000 Penalty: 3232.425293
	Iteration 16Q: 3 clusters Score -1117582 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1117633.375000 Penalty: 3232.425293
	Iteration 17Q: 3 clusters Score -1117633 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1117694.750000 Penalty: 3232.425293
	Iteration 18Q: 3 clusters Score -1117695 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1117751.000000 Penalty: 3232.425293
	Iteration 19Q: 3 clusters Score -1117751 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1117799.375000 Penalty: 3232.425293
	Iteration 20F: 3 clusters Score -1117799 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1117842.375000 Penalty: 3232.425293
	Iteration 21Q: 3 clusters Score -1117842 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1117884.750000 Penalty: 3232.425293
	Iteration 22Q: 3 clusters Score -1117885 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1117929.375000 Penalty: 3232.425293
	Iteration 23Q: 3 clusters Score -1117929 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1117988.000000 Penalty: 3232.425293
	Iteration 24Q: 3 clusters Score -1117988 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1118033.625000 Penalty: 3232.425293
	Iteration 25Q: 3 clusters Score -1118034 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1118076.250000 Penalty: 3232.425293
	Iteration 26Q: 3 clusters Score -1118076 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1118118.375000 Penalty: 3232.425293
	Iteration 27Q: 3 clusters Score -1118118 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1118162.375000 Penalty: 3232.425293
	Iteration 28Q: 3 clusters Score -1118162 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1118207.125000 Penalty: 3232.425293
	Iteration 29Q: 3 clusters Score -1118207 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1118245.625000 Penalty: 3232.425293
	Iteration 30Q: 3 clusters Score -1118246 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1118280.125000 Penalty: 3232.425293
	Iteration 31Q: 3 clusters Score -1118280 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1118307.000000 Penalty: 3232.425293
	Iteration 32Q: 3 clusters Score -1118307 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1118330.500000 Penalty: 3232.425293
	Iteration 33Q: 3 clusters Score -1118330 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1118353.875000 Penalty: 3232.425293
	Iteration 34Q: 3 clusters Score -1118354 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1118373.125000 Penalty: 3232.425293
	Iteration 35Q: 3 clusters Score -1118373 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1118398.250000 Penalty: 3232.425293
	Iteration 36Q: 3 clusters Score -1118398 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1118425.375000 Penalty: 3232.425293
	Iteration 37Q: 3 clusters Score -1118425 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1118456.875000 Penalty: 3232.425293
	Iteration 38Q: 3 clusters Score -1118457 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1118480.000000 Penalty: 3232.425293
	Iteration 39Q: 3 clusters Score -1118480 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1118507.375000 Penalty: 3232.425293
	Iteration 40F: 3 clusters Score -1118507 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1118540.625000 Penalty: 3232.425293
	Iteration 41Q: 3 clusters Score -1118541 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1118560.500000 Penalty: 3232.425293
	Iteration 42Q: 3 clusters Score -1118560 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1118574.500000 Penalty: 3232.425293
	Iteration 43Q: 3 clusters Score -1118574 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1118593.625000 Penalty: 3232.425293
	Iteration 44Q: 3 clusters Score -1118594 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1118612.250000 Penalty: 3232.425293
	Iteration 45Q: 3 clusters Score -1118612 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1118629.875000 Penalty: 3232.425293
	Iteration 46Q: 3 clusters Score -1118630 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1118652.125000 Penalty: 3232.425293
	Iteration 47Q: 3 clusters Score -1118652 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1118666 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1118678 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1118691.375000 Penalty: 3232.425293
	Iteration 50Q: 3 clusters Score -1118691 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1118701 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1118712 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1118727 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1118741.125000 Penalty: 3232.425293
	Iteration 54Q: 3 clusters Score -1118741 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1118758 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1118774 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1118788 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1118806 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1118827 nChanged 113
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Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1118846 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1118859 nChanged 92
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Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1118874 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1118893 nChanged 106
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1118910 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1118930 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1118946 nChanged 95
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Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1118959 nChanged 87
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Mstep: Class 1 contains 15319 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1118974 nChanged 85
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Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1118987 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1118999 nChanged 93
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Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1119012 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1119026 nChanged 66
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Mstep: Class 1 contains 15713 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1119034 nChanged 67
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Mstep: Class 1 contains 15780 members 
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	Iteration 74Q: 3 clusters Score -1119045 nChanged 80
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Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1119055 nChanged 88
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Mstep: Class 1 contains 15948 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1119074 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16039 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1119090 nChanged 102
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Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 4726 members 
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	Iteration 78Q: 3 clusters Score -1119114 nChanged 104
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Mstep: Class 1 contains 16243 members 
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	Iteration 79Q: 3 clusters Score -1119135 nChanged 79
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Mstep: Class 1 contains 16322 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1119148 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16400 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1119161 nChanged 95
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Mstep: Class 1 contains 16495 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1119174 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
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	Iteration 83Q: 3 clusters Score -1119192 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1119205 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1119221 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 4031 members 
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	Iteration 86Q: 3 clusters Score -1119236 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1119250 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1119260 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1119274.000000 Penalty: 3232.425293
	Iteration 89Q: 3 clusters Score -1119274 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1119289.250000 Penalty: 3232.425293
	Iteration 90Q: 3 clusters Score -1119289 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1119304 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1119317 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1119335.875000 Penalty: 3232.425293
	Iteration 93Q: 3 clusters Score -1119336 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1119354 nChanged 90
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Mstep: Class 1 contains 17522 members 
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	Iteration 95Q: 3 clusters Score -1119372 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
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Entering Unmasked Estep 
Score: -1119394.625000 Penalty: 3232.425293
	Iteration 96Q: 3 clusters Score -1119395 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1119410 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1119425.625000 Penalty: 3232.425293
	Iteration 98Q: 3 clusters Score -1119426 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1119438 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1119452.875000 Penalty: 3232.425293
	Iteration 100F: 3 clusters Score -1119453 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1119466 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1119481 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 2802 members 
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	Iteration 103Q: 3 clusters Score -1119493 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1119503 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1119511 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1119518 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1119529 nChanged 53
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Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1119542 nChanged 63
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Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1119558.000000 Penalty: 3232.425293
	Iteration 109Q: 3 clusters Score -1119558 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18439 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1119574 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1119588 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 2307 members 
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	Iteration 112Q: 3 clusters Score -1119601 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1119608 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1119616 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1119619.000000 Penalty: 3232.425293
	Iteration 115Q: 3 clusters Score -1119619 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1119622.625000 Penalty: 3232.425293
	Iteration 116Q: 3 clusters Score -1119623 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1119630 nChanged 34
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Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1119637.000000 Penalty: 3232.425293
	Iteration 118Q: 3 clusters Score -1119637 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1119645.000000 Penalty: 3232.425293
	Iteration 119Q: 3 clusters Score -1119645 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1119653.875000 Penalty: 3232.425293
	Iteration 120F: 3 clusters Score -1119654 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1119660 nChanged 24
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Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1119667 nChanged 20
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Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 1950 members 
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	Iteration 123Q: 3 clusters Score -1119666 nChanged 22
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Mstep: Class 1 contains 18939 members 
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Entering Unmasked Estep 
Score: -1119670.875000 Penalty: 3232.425293
	Iteration 124Q: 3 clusters Score -1119671 nChanged 15
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Mstep: Class 1 contains 18952 members 
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	Iteration 125Q: 3 clusters Score -1119671 nChanged 15
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Mstep: Class 1 contains 18967 members 
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	Iteration 126Q: 3 clusters Score -1119675 nChanged 13
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	Iteration 127Q: 3 clusters Score -1119676 nChanged 17
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Mstep: Class 1 contains 18997 members 
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	Iteration 128Q: 3 clusters Score -1119681 nChanged 20
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Mstep: Class 1 contains 19017 members 
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	Iteration 129Q: 3 clusters Score -1119686 nChanged 18
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Mstep: Class 1 contains 19035 members 
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	Iteration 130Q: 3 clusters Score -1119690 nChanged 17
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Mstep: Class 1 contains 19052 members 
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Entering Unmasked Estep 
Score: -1119693.000000 Penalty: 3232.425293
	Iteration 131Q: 3 clusters Score -1119693 nChanged 25
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Mstep: Class 1 contains 19077 members 
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	Iteration 132Q: 3 clusters Score -1119696 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1119701.250000 Penalty: 3232.425293
	Iteration 133Q: 3 clusters Score -1119701 nChanged 19
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Mstep: Class 1 contains 19110 members 
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Entering Unmasked Estep 
Score: -1119703.625000 Penalty: 3232.425293
	Iteration 134Q: 3 clusters Score -1119704 nChanged 14
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Mstep: Class 1 contains 19124 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1119707 nChanged 12
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Mstep: Class 1 contains 19136 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1119710 nChanged 13
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Mstep: Class 1 contains 19149 members 
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Entering Unmasked Estep 
Score: -1119713.750000 Penalty: 3232.425293
	Iteration 137Q: 3 clusters Score -1119714 nChanged 20
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Mstep: Class 1 contains 19169 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1119713 nChanged 15
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Mstep: Class 1 contains 19184 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1119719 nChanged 18
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Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1119722.750000 Penalty: 3232.425293
	Iteration 140F: 3 clusters Score -1119723 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1119723.375000 Penalty: 3232.425293
	Iteration 141Q: 3 clusters Score -1119723 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1119725.625000 Penalty: 3232.425293
	Iteration 142Q: 3 clusters Score -1119726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1119724.250000 Penalty: 3232.425293
	Iteration 143Q: 3 clusters Score -1119724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1119725.875000 Penalty: 3232.425293
	Iteration 144Q: 3 clusters Score -1119726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1119727.125000 Penalty: 3232.425293
	Iteration 145Q: 3 clusters Score -1119727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1119727.125000 Penalty: 3232.425293
	Iteration 146Q: 3 clusters Score -1119727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1119725.500000 Penalty: 3232.425293
	Iteration 147Q: 3 clusters Score -1119726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1119725.500000 Penalty: 3232.425293
	Iteration 148F: 3 clusters Score -1119726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (156608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156608 members 
Entering Unmasked Estep 
Score: -8149298.500000 Penalty: 1943.743896
	Iteration 0F: 2 clusters Score -8149298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78420 members 
Mstep: Class 2 contains 78188 members 
Entering Unmasked Estep 
Score: -8044196.000000 Penalty: 3887.487793
	Iteration 0F: 3 clusters Score -8044196 nChanged 75467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82193 members 
Mstep: Class 2 contains 74415 members 
Entering Unmasked Estep 
Score: -8089142.000000 Penalty: 3887.487793
	Iteration 1F: 3 clusters Score -8089142 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84009 members 
Mstep: Class 2 contains 72599 members 
Entering Unmasked Estep 
Score: -8090468.500000 Penalty: 3887.487793
	Iteration 2Q: 3 clusters Score -8090468 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86725 members 
Mstep: Class 2 contains 69883 members 
Entering Unmasked Estep 
Score: -8092251.500000 Penalty: 3887.487793
	Iteration 3Q: 3 clusters Score -8092252 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90651 members 
Mstep: Class 2 contains 65957 members 
Entering Unmasked Estep 
Score: -8095331.000000 Penalty: 3887.487793
	Iteration 4Q: 3 clusters Score -8095331 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95870 members 
Mstep: Class 2 contains 60738 members 
Entering Unmasked Estep 
Score: -8099963.500000 Penalty: 3887.487793
	Iteration 5Q: 3 clusters Score -8099964 nChanged 9080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102000 members 
Mstep: Class 2 contains 54608 members 
Entering Unmasked Estep 
Score: -8106723.500000 Penalty: 3887.487793
	Iteration 6F: 3 clusters Score -8106724 nChanged 9674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108238 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -8114834.500000 Penalty: 3887.487793
	Iteration 7F: 3 clusters Score -8114834 nChanged 9259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113375 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -8122041.500000 Penalty: 3887.487793
	Iteration 8F: 3 clusters Score -8122042 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116968 members 
Mstep: Class 2 contains 39640 members 
Entering Unmasked Estep 
Score: -8126576.000000 Penalty: 3887.487793
	Iteration 9Q: 3 clusters Score -8126576 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119940 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -8128910.500000 Penalty: 3887.487793
	Iteration 10Q: 3 clusters Score -8128910 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122712 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -8130209.500000 Penalty: 3887.487793
	Iteration 11Q: 3 clusters Score -8130210 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125487 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -8131325.000000 Penalty: 3887.487793
	Iteration 12Q: 3 clusters Score -8131325 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128344 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -8132468.000000 Penalty: 3887.487793
	Iteration 13Q: 3 clusters Score -8132468 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131192 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -8133639.500000 Penalty: 3887.487793
	Iteration 14Q: 3 clusters Score -8133640 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133957 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -8134811.000000 Penalty: 3887.487793
	Iteration 15Q: 3 clusters Score -8134811 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136821 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -8136161.500000 Penalty: 3887.487793
	Iteration 16Q: 3 clusters Score -8136162 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139605 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -8137544.000000 Penalty: 3887.487793
	Iteration 17Q: 3 clusters Score -8137544 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142356 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -8139015.000000 Penalty: 3887.487793
	Iteration 18Q: 3 clusters Score -8139015 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145065 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -8140522.500000 Penalty: 3887.487793
	Iteration 19Q: 3 clusters Score -8140522 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147481 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -8141992.000000 Penalty: 3887.487793
	Iteration 20F: 3 clusters Score -8141992 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149734 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -8143374.000000 Penalty: 3887.487793
	Iteration 21Q: 3 clusters Score -8143374 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151552 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -8144520.500000 Penalty: 3887.487793
	Iteration 22Q: 3 clusters Score -8144520 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153063 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -8145517.000000 Penalty: 3887.487793
	Iteration 23Q: 3 clusters Score -8145517 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154157 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -8146165.500000 Penalty: 3887.487793
	Iteration 24Q: 3 clusters Score -8146166 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154938 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -8146708.500000 Penalty: 3887.487793
	Iteration 25Q: 3 clusters Score -8146708 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155429 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -8146996.000000 Penalty: 3887.487793
	Iteration 26Q: 3 clusters Score -8146996 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155730 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -8147189.500000 Penalty: 3887.487793
	Iteration 27Q: 3 clusters Score -8147190 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155914 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8147334.500000 Penalty: 3887.487793
	Iteration 28Q: 3 clusters Score -8147334 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156023 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8147394.500000 Penalty: 3887.487793
	Iteration 29Q: 3 clusters Score -8147394 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156089 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8147439.000000 Penalty: 3887.487793
	Iteration 30Q: 3 clusters Score -8147439 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156140 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8147478.000000 Penalty: 3887.487793
	Iteration 31Q: 3 clusters Score -8147478 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156180 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -8147538.000000 Penalty: 3887.487793
	Iteration 32Q: 3 clusters Score -8147538 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156207 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8147566.000000 Penalty: 3887.487793
	Iteration 33Q: 3 clusters Score -8147566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156233 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8147575.500000 Penalty: 3887.487793
	Iteration 34Q: 3 clusters Score -8147576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156250 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -8147608.500000 Penalty: 3887.487793
	Iteration 35Q: 3 clusters Score -8147608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156266 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8147620.500000 Penalty: 3887.487793
	Iteration 36Q: 3 clusters Score -8147620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156267 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8147618.500000 Penalty: 3887.487793
	Iteration 37Q: 3 clusters Score -8147618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156269 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8147624.000000 Penalty: 3887.487793
	Iteration 38Q: 3 clusters Score -8147624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156274 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -8147619.500000 Penalty: 3887.487793
	Iteration 39Q: 3 clusters Score -8147620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156280 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -8147622.500000 Penalty: 3887.487793
	Iteration 40F: 3 clusters Score -8147622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156286 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8147636.500000 Penalty: 3887.487793
	Iteration 41Q: 3 clusters Score -8147636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156288 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8147632.000000 Penalty: 3887.487793
	Iteration 42Q: 3 clusters Score -8147632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156290 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -8147634.500000 Penalty: 3887.487793
	Iteration 43Q: 3 clusters Score -8147634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156290 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -8147634.500000 Penalty: 3887.487793
	Iteration 44F: 3 clusters Score -8147634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (119625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119625 members 
Entering Unmasked Estep 
Score: -6122354.500000 Penalty: 1899.968994
	Iteration 0F: 2 clusters Score -6122354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60077 members 
Mstep: Class 2 contains 59548 members 
Entering Unmasked Estep 
Score: -6042439.500000 Penalty: 3799.937988
	Iteration 0F: 3 clusters Score -6042440 nChanged 57349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64812 members 
Mstep: Class 2 contains 54813 members 
Entering Unmasked Estep 
Score: -6076249.500000 Penalty: 3799.937988
	Iteration 1F: 3 clusters Score -6076250 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67706 members 
Mstep: Class 2 contains 51919 members 
Entering Unmasked Estep 
Score: -6077556.000000 Penalty: 3799.937988
	Iteration 2Q: 3 clusters Score -6077556 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72161 members 
Mstep: Class 2 contains 47464 members 
Entering Unmasked Estep 
Score: -6079837.500000 Penalty: 3799.937988
	Iteration 3Q: 3 clusters Score -6079838 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78597 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -6083746.500000 Penalty: 3799.937988
	Iteration 4F: 3 clusters Score -6083746 nChanged 9229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87430 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -6090313.000000 Penalty: 3799.937988
	Iteration 5F: 3 clusters Score -6090313 nChanged 10445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97737 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -6099399.000000 Penalty: 3799.937988
	Iteration 6F: 3 clusters Score -6099399 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107434 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -6108671.500000 Penalty: 3799.937988
	Iteration 7F: 3 clusters Score -6108672 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114044 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -6115252.500000 Penalty: 3799.937988
	Iteration 8F: 3 clusters Score -6115252 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117466 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -6118784.500000 Penalty: 3799.937988
	Iteration 9Q: 3 clusters Score -6118784 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118760 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -6120115.500000 Penalty: 3799.937988
	Iteration 10Q: 3 clusters Score -6120116 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119177 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6120573.500000 Penalty: 3799.937988
	Iteration 11Q: 3 clusters Score -6120574 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119296 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6120753.500000 Penalty: 3799.937988
	Iteration 12Q: 3 clusters Score -6120754 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119329 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6120833.000000 Penalty: 3799.937988
	Iteration 13Q: 3 clusters Score -6120833 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119332 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6120858.000000 Penalty: 3799.937988
	Iteration 14Q: 3 clusters Score -6120858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119331 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6120885.500000 Penalty: 3799.937988
	Iteration 15Q: 3 clusters Score -6120886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119332 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6120906.000000 Penalty: 3799.937988
	Iteration 16Q: 3 clusters Score -6120906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119330 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6120921.000000 Penalty: 3799.937988
	Iteration 17Q: 3 clusters Score -6120921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119329 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6120921.000000 Penalty: 3799.937988
	Iteration 18Q: 3 clusters Score -6120921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119331 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6120928.000000 Penalty: 3799.937988
	Iteration 19Q: 3 clusters Score -6120928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119334 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6120953.500000 Penalty: 3799.937988
	Iteration 20F: 3 clusters Score -6120954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119333 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6120963.500000 Penalty: 3799.937988
	Iteration 21Q: 3 clusters Score -6120964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119331 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6120984.500000 Penalty: 3799.937988
	Iteration 22Q: 3 clusters Score -6120984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119325 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -6120987.000000 Penalty: 3799.937988
	Iteration 23Q: 3 clusters Score -6120987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119324 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6120998.500000 Penalty: 3799.937988
	Iteration 24Q: 3 clusters Score -6120998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119318 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -6121008.500000 Penalty: 3799.937988
	Iteration 25Q: 3 clusters Score -6121008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119314 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -6121012.500000 Penalty: 3799.937988
	Iteration 26Q: 3 clusters Score -6121012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119309 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6121016.000000 Penalty: 3799.937988
	Iteration 27Q: 3 clusters Score -6121016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119302 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -6121031.000000 Penalty: 3799.937988
	Iteration 28Q: 3 clusters Score -6121031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119300 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -6121051.500000 Penalty: 3799.937988
	Iteration 29Q: 3 clusters Score -6121052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119288 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6121051.000000 Penalty: 3799.937988
	Iteration 30Q: 3 clusters Score -6121051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119283 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -6121056.500000 Penalty: 3799.937988
	Iteration 31Q: 3 clusters Score -6121056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119278 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6121070.000000 Penalty: 3799.937988
	Iteration 32Q: 3 clusters Score -6121070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119272 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6121068.000000 Penalty: 3799.937988
	Iteration 33Q: 3 clusters Score -6121068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119270 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6121073.000000 Penalty: 3799.937988
	Iteration 34Q: 3 clusters Score -6121073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119268 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6121077.000000 Penalty: 3799.937988
	Iteration 35Q: 3 clusters Score -6121077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119268 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6121077.000000 Penalty: 3799.937988
	Iteration 36F: 3 clusters Score -6121077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Entering Unmasked Estep 
Score: -161412.250000 Penalty: 1308.291138
	Iteration 0F: 2 clusters Score -161412.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -158657.687500 Penalty: 2616.582275
	Iteration 0F: 3 clusters Score -158657.7 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -159286.968750 Penalty: 2616.582275
	Iteration 1F: 3 clusters Score -159287 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -159405.656250 Penalty: 2616.582275
	Iteration 2F: 3 clusters Score -159405.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -159494.062500 Penalty: 2616.582275
	Iteration 3Q: 3 clusters Score -159494.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -159563.890625 Penalty: 2616.582275
	Iteration 4Q: 3 clusters Score -159563.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -159604.687500 Penalty: 2616.582275
	Iteration 5Q: 3 clusters Score -159604.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -159631.968750 Penalty: 2616.582275
	Iteration 6Q: 3 clusters Score -159632 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -159651.953125 Penalty: 2616.582275
	Iteration 7Q: 3 clusters Score -159652 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -159673.125000 Penalty: 2616.582275
	Iteration 8Q: 3 clusters Score -159673.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -159688.093750 Penalty: 2616.582275
	Iteration 9Q: 3 clusters Score -159688.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -159703.750000 Penalty: 2616.582275
	Iteration 10Q: 3 clusters Score -159703.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -159716.921875 Penalty: 2616.582275
	Iteration 11Q: 3 clusters Score -159716.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -159726.765625 Penalty: 2616.582275
	Iteration 12Q: 3 clusters Score -159726.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -159735.093750 Penalty: 2616.582275
	Iteration 13Q: 3 clusters Score -159735.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -159743.156250 Penalty: 2616.582275
	Iteration 14Q: 3 clusters Score -159743.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -159751.578125 Penalty: 2616.582275
	Iteration 15Q: 3 clusters Score -159751.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -159758.406250 Penalty: 2616.582275
	Iteration 16Q: 3 clusters Score -159758.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -159765.062500 Penalty: 2616.582275
	Iteration 17Q: 3 clusters Score -159765.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -159771.875000 Penalty: 2616.582275
	Iteration 18Q: 3 clusters Score -159771.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -159777.265625 Penalty: 2616.582275
	Iteration 19Q: 3 clusters Score -159777.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -159782.937500 Penalty: 2616.582275
	Iteration 20F: 3 clusters Score -159782.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -159789.031250 Penalty: 2616.582275
	Iteration 21Q: 3 clusters Score -159789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -159793.500000 Penalty: 2616.582275
	Iteration 22Q: 3 clusters Score -159793.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -159799.453125 Penalty: 2616.582275
	Iteration 23Q: 3 clusters Score -159799.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -159805.828125 Penalty: 2616.582275
	Iteration 24Q: 3 clusters Score -159805.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -159813.843750 Penalty: 2616.582275
	Iteration 25Q: 3 clusters Score -159813.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -159820.734375 Penalty: 2616.582275
	Iteration 26Q: 3 clusters Score -159820.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -159829.437500 Penalty: 2616.582275
	Iteration 27Q: 3 clusters Score -159829.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -159838.656250 Penalty: 2616.582275
	Iteration 28Q: 3 clusters Score -159838.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -159847.406250 Penalty: 2616.582275
	Iteration 29Q: 3 clusters Score -159847.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -159852.640625 Penalty: 2616.582275
	Iteration 30Q: 3 clusters Score -159852.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -159858.406250 Penalty: 2616.582275
	Iteration 31Q: 3 clusters Score -159858.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -159863.140625 Penalty: 2616.582275
	Iteration 32Q: 3 clusters Score -159863.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -159866.000000 Penalty: 2616.582275
	Iteration 33Q: 3 clusters Score -159866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -159869.625000 Penalty: 2616.582275
	Iteration 34Q: 3 clusters Score -159869.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -159872.812500 Penalty: 2616.582275
	Iteration 35Q: 3 clusters Score -159872.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -159875.343750 Penalty: 2616.582275
	Iteration 36Q: 3 clusters Score -159875.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -159878.125000 Penalty: 2616.582275
	Iteration 37Q: 3 clusters Score -159878.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -159880.906250 Penalty: 2616.582275
	Iteration 38Q: 3 clusters Score -159880.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -159883.921875 Penalty: 2616.582275
	Iteration 39Q: 3 clusters Score -159883.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -159888.390625 Penalty: 2616.582275
	Iteration 40F: 3 clusters Score -159888.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -159891.750000 Penalty: 2616.582275
	Iteration 41Q: 3 clusters Score -159891.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -159896.140625 Penalty: 2616.582275
	Iteration 42Q: 3 clusters Score -159896.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -159899.671875 Penalty: 2616.582275
	Iteration 43Q: 3 clusters Score -159899.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -159903.031250 Penalty: 2616.582275
	Iteration 44Q: 3 clusters Score -159903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -159906.781250 Penalty: 2616.582275
	Iteration 45Q: 3 clusters Score -159906.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -159908.968750 Penalty: 2616.582275
	Iteration 46Q: 3 clusters Score -159909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -159911.640625 Penalty: 2616.582275
	Iteration 47Q: 3 clusters Score -159911.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -159914.718750 Penalty: 2616.582275
	Iteration 48Q: 3 clusters Score -159914.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -159919.031250 Penalty: 2616.582275
	Iteration 49Q: 3 clusters Score -159919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -159924.234375 Penalty: 2616.582275
	Iteration 50Q: 3 clusters Score -159924.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -159930.359375 Penalty: 2616.582275
	Iteration 51Q: 3 clusters Score -159930.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -159939.375000 Penalty: 2616.582275
	Iteration 52Q: 3 clusters Score -159939.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -159946.281250 Penalty: 2616.582275
	Iteration 53Q: 3 clusters Score -159946.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -159953.359375 Penalty: 2616.582275
	Iteration 54Q: 3 clusters Score -159953.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -159962.781250 Penalty: 2616.582275
	Iteration 55Q: 3 clusters Score -159962.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -159976.718750 Penalty: 2616.582275
	Iteration 56Q: 3 clusters Score -159976.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -159999.453125 Penalty: 2616.582275
	Iteration 57Q: 3 clusters Score -159999.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -160020.531250 Penalty: 2616.582275
	Iteration 58Q: 3 clusters Score -160020.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -160039.593750 Penalty: 2616.582275
	Iteration 59Q: 3 clusters Score -160039.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -160052.406250 Penalty: 2616.582275
	Iteration 60F: 3 clusters Score -160052.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -160066.390625 Penalty: 2616.582275
	Iteration 61Q: 3 clusters Score -160066.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -160079.562500 Penalty: 2616.582275
	Iteration 62Q: 3 clusters Score -160079.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -160093.593750 Penalty: 2616.582275
	Iteration 63Q: 3 clusters Score -160093.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -160103.140625 Penalty: 2616.582275
	Iteration 64Q: 3 clusters Score -160103.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -160112.125000 Penalty: 2616.582275
	Iteration 65Q: 3 clusters Score -160112.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -160122.921875 Penalty: 2616.582275
	Iteration 66Q: 3 clusters Score -160122.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -160135.093750 Penalty: 2616.582275
	Iteration 67Q: 3 clusters Score -160135.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -160145.281250 Penalty: 2616.582275
	Iteration 68Q: 3 clusters Score -160145.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -160152.484375 Penalty: 2616.582275
	Iteration 69Q: 3 clusters Score -160152.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -160158.984375 Penalty: 2616.582275
	Iteration 70Q: 3 clusters Score -160159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -160164.890625 Penalty: 2616.582275
	Iteration 71Q: 3 clusters Score -160164.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -160171.031250 Penalty: 2616.582275
	Iteration 72Q: 3 clusters Score -160171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -160176.156250 Penalty: 2616.582275
	Iteration 73Q: 3 clusters Score -160176.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -160180.437500 Penalty: 2616.582275
	Iteration 74Q: 3 clusters Score -160180.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -160185.562500 Penalty: 2616.582275
	Iteration 75Q: 3 clusters Score -160185.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -160188.625000 Penalty: 2616.582275
	Iteration 76Q: 3 clusters Score -160188.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -160192.156250 Penalty: 2616.582275
	Iteration 77Q: 3 clusters Score -160192.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -160195.781250 Penalty: 2616.582275
	Iteration 78Q: 3 clusters Score -160195.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -160198.468750 Penalty: 2616.582275
	Iteration 79Q: 3 clusters Score -160198.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -160199.375000 Penalty: 2616.582275
	Iteration 80F: 3 clusters Score -160199.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -160202.937500 Penalty: 2616.582275
	Iteration 81Q: 3 clusters Score -160202.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -160207.390625 Penalty: 2616.582275
	Iteration 82Q: 3 clusters Score -160207.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -160213.703125 Penalty: 2616.582275
	Iteration 83Q: 3 clusters Score -160213.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -160221.703125 Penalty: 2616.582275
	Iteration 84Q: 3 clusters Score -160221.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -160228.968750 Penalty: 2616.582275
	Iteration 85Q: 3 clusters Score -160229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -160233.500000 Penalty: 2616.582275
	Iteration 86Q: 3 clusters Score -160233.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -160240.671875 Penalty: 2616.582275
	Iteration 87Q: 3 clusters Score -160240.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -160246.390625 Penalty: 2616.582275
	Iteration 88Q: 3 clusters Score -160246.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -160250.484375 Penalty: 2616.582275
	Iteration 89Q: 3 clusters Score -160250.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -160251.625000 Penalty: 2616.582275
	Iteration 90Q: 3 clusters Score -160251.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -160251.953125 Penalty: 2616.582275
	Iteration 91Q: 3 clusters Score -160252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -160254.484375 Penalty: 2616.582275
	Iteration 92Q: 3 clusters Score -160254.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -160258.046875 Penalty: 2616.582275
	Iteration 93Q: 3 clusters Score -160258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -160263.296875 Penalty: 2616.582275
	Iteration 94Q: 3 clusters Score -160263.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -160267.921875 Penalty: 2616.582275
	Iteration 95Q: 3 clusters Score -160267.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -160271.843750 Penalty: 2616.582275
	Iteration 96Q: 3 clusters Score -160271.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -160276.093750 Penalty: 2616.582275
	Iteration 97Q: 3 clusters Score -160276.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -160281.781250 Penalty: 2616.582275
	Iteration 98Q: 3 clusters Score -160281.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -160290.656250 Penalty: 2616.582275
	Iteration 99Q: 3 clusters Score -160290.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -160295.515625 Penalty: 2616.582275
	Iteration 100F: 3 clusters Score -160295.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -160299.062500 Penalty: 2616.582275
	Iteration 101Q: 3 clusters Score -160299.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -160299.781250 Penalty: 2616.582275
	Iteration 102Q: 3 clusters Score -160299.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -160300.000000 Penalty: 2616.582275
	Iteration 103Q: 3 clusters Score -160300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -160300.000000 Penalty: 2616.582275
	Iteration 104F: 3 clusters Score -160300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (49637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49637 members 
Entering Unmasked Estep 
Score: -2605430.500000 Penalty: 1757.029907
	Iteration 0F: 2 clusters Score -2605430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -2572188.000000 Penalty: 3514.059814
	Iteration 0F: 3 clusters Score -2572188 nChanged 23199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -2585298.250000 Penalty: 3514.059814
	Iteration 1F: 3 clusters Score -2585298 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -2586171.000000 Penalty: 3514.059814
	Iteration 2Q: 3 clusters Score -2586171 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -2587437.250000 Penalty: 3514.059814
	Iteration 3F: 3 clusters Score -2587437 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -2589425.250000 Penalty: 3514.059814
	Iteration 4F: 3 clusters Score -2589425 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -2592286.250000 Penalty: 3514.059814
	Iteration 5F: 3 clusters Score -2592286 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -2595891.250000 Penalty: 3514.059814
	Iteration 6F: 3 clusters Score -2595891 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -2599220.000000 Penalty: 3514.059814
	Iteration 7F: 3 clusters Score -2599220 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -2601334.750000 Penalty: 3514.059814
	Iteration 8Q: 3 clusters Score -2601335 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -2602472.750000 Penalty: 3514.059814
	Iteration 9Q: 3 clusters Score -2602473 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -2602998.250000 Penalty: 3514.059814
	Iteration 10Q: 3 clusters Score -2602998 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
Score: -2603262.000000 Penalty: 3514.059814
	Iteration 11Q: 3 clusters Score -2603262 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 47454 members 
Entering Unmasked Estep 
Score: -2603428.750000 Penalty: 3514.059814
	Iteration 12Q: 3 clusters Score -2603429 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 47686 members 
Entering Unmasked Estep 
Score: -2603556.750000 Penalty: 3514.059814
	Iteration 13Q: 3 clusters Score -2603557 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 47888 members 
Entering Unmasked Estep 
Score: -2603669.500000 Penalty: 3514.059814
	Iteration 14Q: 3 clusters Score -2603670 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -2603748.250000 Penalty: 3514.059814
	Iteration 15Q: 3 clusters Score -2603748 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 48184 members 
Entering Unmasked Estep 
Score: -2603808.500000 Penalty: 3514.059814
	Iteration 16Q: 3 clusters Score -2603808 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 48294 members 
Entering Unmasked Estep 
Score: -2603870.000000 Penalty: 3514.059814
	Iteration 17Q: 3 clusters Score -2603870 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 48380 members 
Entering Unmasked Estep 
Score: -2603912.000000 Penalty: 3514.059814
	Iteration 18Q: 3 clusters Score -2603912 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 48449 members 
Entering Unmasked Estep 
Score: -2603951.000000 Penalty: 3514.059814
	Iteration 19Q: 3 clusters Score -2603951 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 48499 members 
Entering Unmasked Estep 
Score: -2603965.500000 Penalty: 3514.059814
	Iteration 20F: 3 clusters Score -2603966 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 48540 members 
Entering Unmasked Estep 
Score: -2603978.250000 Penalty: 3514.059814
	Iteration 21Q: 3 clusters Score -2603978 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 48576 members 
Entering Unmasked Estep 
Score: -2603994.750000 Penalty: 3514.059814
	Iteration 22Q: 3 clusters Score -2603995 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 48603 members 
Entering Unmasked Estep 
Score: -2604012.750000 Penalty: 3514.059814
	Iteration 23Q: 3 clusters Score -2604013 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 48616 members 
Entering Unmasked Estep 
Score: -2604015.500000 Penalty: 3514.059814
	Iteration 24Q: 3 clusters Score -2604016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 48641 members 
Entering Unmasked Estep 
Score: -2604027.750000 Penalty: 3514.059814
	Iteration 25Q: 3 clusters Score -2604028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 48663 members 
Entering Unmasked Estep 
Score: -2604028.250000 Penalty: 3514.059814
	Iteration 26Q: 3 clusters Score -2604028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 48679 members 
Entering Unmasked Estep 
Score: -2604037.000000 Penalty: 3514.059814
	Iteration 27Q: 3 clusters Score -2604037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 48696 members 
Entering Unmasked Estep 
Score: -2604032.250000 Penalty: 3514.059814
	Iteration 28Q: 3 clusters Score -2604032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 48711 members 
Entering Unmasked Estep 
Score: -2604040.000000 Penalty: 3514.059814
	Iteration 29Q: 3 clusters Score -2604040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 48725 members 
Entering Unmasked Estep 
Score: -2604041.500000 Penalty: 3514.059814
	Iteration 30Q: 3 clusters Score -2604042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 48735 members 
Entering Unmasked Estep 
Score: -2604045.750000 Penalty: 3514.059814
	Iteration 31Q: 3 clusters Score -2604046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 48745 members 
Entering Unmasked Estep 
Score: -2604044.750000 Penalty: 3514.059814
	Iteration 32Q: 3 clusters Score -2604045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 48757 members 
Entering Unmasked Estep 
Score: -2604045.750000 Penalty: 3514.059814
	Iteration 33Q: 3 clusters Score -2604046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 48771 members 
Entering Unmasked Estep 
Score: -2604050.750000 Penalty: 3514.059814
	Iteration 34Q: 3 clusters Score -2604051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 48780 members 
Entering Unmasked Estep 
Score: -2604049.750000 Penalty: 3514.059814
	Iteration 35Q: 3 clusters Score -2604050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 48782 members 
Entering Unmasked Estep 
Score: -2604054.750000 Penalty: 3514.059814
	Iteration 36Q: 3 clusters Score -2604055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 48786 members 
Entering Unmasked Estep 
Score: -2604056.000000 Penalty: 3514.059814
	Iteration 37Q: 3 clusters Score -2604056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 48786 members 
Entering Unmasked Estep 
Score: -2604056.000000 Penalty: 3514.059814
	Iteration 38F: 3 clusters Score -2604056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Entering Unmasked Estep 
Score: -878916.375000 Penalty: 1577.256714
	Iteration 0F: 2 clusters Score -878916.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -867541.687500 Penalty: 3154.513428
	Iteration 0F: 3 clusters Score -867541.7 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -871501.937500 Penalty: 3154.513428
	Iteration 1F: 3 clusters Score -871501.9 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -871830.937500 Penalty: 3154.513428
	Iteration 2F: 3 clusters Score -871830.9 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -872108.312500 Penalty: 3154.513428
	Iteration 3Q: 3 clusters Score -872108.3 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -872374.562500 Penalty: 3154.513428
	Iteration 4Q: 3 clusters Score -872374.6 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -872667.312500 Penalty: 3154.513428
	Iteration 5Q: 3 clusters Score -872667.3 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -873009.187500 Penalty: 3154.513428
	Iteration 6Q: 3 clusters Score -873009.2 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -873414.250000 Penalty: 3154.513428
	Iteration 7Q: 3 clusters Score -873414.2 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -873922.812500 Penalty: 3154.513428
	Iteration 8F: 3 clusters Score -873922.8 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -874620.687500 Penalty: 3154.513428
	Iteration 9F: 3 clusters Score -874620.7 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -875445.312500 Penalty: 3154.513428
	Iteration 10F: 3 clusters Score -875445.3 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -876067.125000 Penalty: 3154.513428
	Iteration 11F: 3 clusters Score -876067.1 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -876408.562500 Penalty: 3154.513428
	Iteration 12Q: 3 clusters Score -876408.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -876604.625000 Penalty: 3154.513428
	Iteration 13Q: 3 clusters Score -876604.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -876718.437500 Penalty: 3154.513428
	Iteration 14Q: 3 clusters Score -876718.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -876797.812500 Penalty: 3154.513428
	Iteration 15Q: 3 clusters Score -876797.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -876870.875000 Penalty: 3154.513428
	Iteration 16Q: 3 clusters Score -876870.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -876929.937500 Penalty: 3154.513428
	Iteration 17Q: 3 clusters Score -876929.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -876979.812500 Penalty: 3154.513428
	Iteration 18Q: 3 clusters Score -876979.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -877029.687500 Penalty: 3154.513428
	Iteration 19Q: 3 clusters Score -877029.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -877072.187500 Penalty: 3154.513428
	Iteration 20F: 3 clusters Score -877072.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -877100.500000 Penalty: 3154.513428
	Iteration 21Q: 3 clusters Score -877100.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -877133.812500 Penalty: 3154.513428
	Iteration 22Q: 3 clusters Score -877133.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -877159.187500 Penalty: 3154.513428
	Iteration 23Q: 3 clusters Score -877159.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -877187.437500 Penalty: 3154.513428
	Iteration 24Q: 3 clusters Score -877187.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -877211.437500 Penalty: 3154.513428
	Iteration 25Q: 3 clusters Score -877211.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -877226.000000 Penalty: 3154.513428
	Iteration 26Q: 3 clusters Score -877226 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -877242.000000 Penalty: 3154.513428
	Iteration 27Q: 3 clusters Score -877242 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -877255.000000 Penalty: 3154.513428
	Iteration 28Q: 3 clusters Score -877255 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -877265.750000 Penalty: 3154.513428
	Iteration 29Q: 3 clusters Score -877265.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -877284.062500 Penalty: 3154.513428
	Iteration 30Q: 3 clusters Score -877284.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -877299.812500 Penalty: 3154.513428
	Iteration 31Q: 3 clusters Score -877299.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -877310.125000 Penalty: 3154.513428
	Iteration 32Q: 3 clusters Score -877310.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -877324.812500 Penalty: 3154.513428
	Iteration 33Q: 3 clusters Score -877324.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -877337.687500 Penalty: 3154.513428
	Iteration 34Q: 3 clusters Score -877337.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -877348.312500 Penalty: 3154.513428
	Iteration 35Q: 3 clusters Score -877348.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -877357.062500 Penalty: 3154.513428
	Iteration 36Q: 3 clusters Score -877357.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -877372.937500 Penalty: 3154.513428
	Iteration 37Q: 3 clusters Score -877372.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -877380.937500 Penalty: 3154.513428
	Iteration 38Q: 3 clusters Score -877380.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -877389.562500 Penalty: 3154.513428
	Iteration 39Q: 3 clusters Score -877389.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -877401.625000 Penalty: 3154.513428
	Iteration 40F: 3 clusters Score -877401.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -877415.687500 Penalty: 3154.513428
	Iteration 41Q: 3 clusters Score -877415.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -877435.312500 Penalty: 3154.513428
	Iteration 42Q: 3 clusters Score -877435.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -877453.937500 Penalty: 3154.513428
	Iteration 43Q: 3 clusters Score -877453.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -877467.875000 Penalty: 3154.513428
	Iteration 44Q: 3 clusters Score -877467.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -877483.625000 Penalty: 3154.513428
	Iteration 45Q: 3 clusters Score -877483.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -877497.250000 Penalty: 3154.513428
	Iteration 46Q: 3 clusters Score -877497.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -877513.937500 Penalty: 3154.513428
	Iteration 47Q: 3 clusters Score -877513.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -877530.500000 Penalty: 3154.513428
	Iteration 48Q: 3 clusters Score -877530.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -877540.437500 Penalty: 3154.513428
	Iteration 49Q: 3 clusters Score -877540.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -877549.875000 Penalty: 3154.513428
	Iteration 50Q: 3 clusters Score -877549.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -877558.062500 Penalty: 3154.513428
	Iteration 51Q: 3 clusters Score -877558.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -877570.500000 Penalty: 3154.513428
	Iteration 52Q: 3 clusters Score -877570.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -877577.062500 Penalty: 3154.513428
	Iteration 53Q: 3 clusters Score -877577.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -877587.187500 Penalty: 3154.513428
	Iteration 54Q: 3 clusters Score -877587.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -877595.000000 Penalty: 3154.513428
	Iteration 55Q: 3 clusters Score -877595 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -877602.312500 Penalty: 3154.513428
	Iteration 56Q: 3 clusters Score -877602.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -877606.187500 Penalty: 3154.513428
	Iteration 57Q: 3 clusters Score -877606.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -877613.000000 Penalty: 3154.513428
	Iteration 58Q: 3 clusters Score -877613 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -877616.812500 Penalty: 3154.513428
	Iteration 59Q: 3 clusters Score -877616.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -877618.625000 Penalty: 3154.513428
	Iteration 60F: 3 clusters Score -877618.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -877625.500000 Penalty: 3154.513428
	Iteration 61Q: 3 clusters Score -877625.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -877629.125000 Penalty: 3154.513428
	Iteration 62Q: 3 clusters Score -877629.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -877632.000000 Penalty: 3154.513428
	Iteration 63Q: 3 clusters Score -877632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -877636.125000 Penalty: 3154.513428
	Iteration 64Q: 3 clusters Score -877636.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -877638.500000 Penalty: 3154.513428
	Iteration 65Q: 3 clusters Score -877638.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -877639.625000 Penalty: 3154.513428
	Iteration 66Q: 3 clusters Score -877639.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -877644.312500 Penalty: 3154.513428
	Iteration 67Q: 3 clusters Score -877644.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -877648.062500 Penalty: 3154.513428
	Iteration 68Q: 3 clusters Score -877648.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -877647.937500 Penalty: 3154.513428
	Iteration 69Q: 3 clusters Score -877647.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -877652.375000 Penalty: 3154.513428
	Iteration 70Q: 3 clusters Score -877652.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -877653.875000 Penalty: 3154.513428
	Iteration 71Q: 3 clusters Score -877653.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -877658.437500 Penalty: 3154.513428
	Iteration 72Q: 3 clusters Score -877658.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -877660.062500 Penalty: 3154.513428
	Iteration 73Q: 3 clusters Score -877660.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -877658.937500 Penalty: 3154.513428
	Iteration 74Q: 3 clusters Score -877658.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -877658.937500 Penalty: 3154.513428
	Iteration 75F: 3 clusters Score -877658.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Entering Unmasked Estep 
Score: -317603.156250 Penalty: 1413.454224
	Iteration 0F: 2 clusters Score -317603.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -312929.562500 Penalty: 2826.908447
	Iteration 0F: 3 clusters Score -312929.6 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -314310.250000 Penalty: 2826.908447
	Iteration 1F: 3 clusters Score -314310.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -314505.875000 Penalty: 2826.908447
	Iteration 2F: 3 clusters Score -314505.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -314636.218750 Penalty: 2826.908447
	Iteration 3Q: 3 clusters Score -314636.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -314736.250000 Penalty: 2826.908447
	Iteration 4Q: 3 clusters Score -314736.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -314814.343750 Penalty: 2826.908447
	Iteration 5Q: 3 clusters Score -314814.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -314881.218750 Penalty: 2826.908447
	Iteration 6Q: 3 clusters Score -314881.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -314948.218750 Penalty: 2826.908447
	Iteration 7Q: 3 clusters Score -314948.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -315025.625000 Penalty: 2826.908447
	Iteration 8Q: 3 clusters Score -315025.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -315098.843750 Penalty: 2826.908447
	Iteration 9Q: 3 clusters Score -315098.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -315190.468750 Penalty: 2826.908447
	Iteration 10Q: 3 clusters Score -315190.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -315314.687500 Penalty: 2826.908447
	Iteration 11Q: 3 clusters Score -315314.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -315461.031250 Penalty: 2826.908447
	Iteration 12Q: 3 clusters Score -315461 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -315622.531250 Penalty: 2826.908447
	Iteration 13Q: 3 clusters Score -315622.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -315778.968750 Penalty: 2826.908447
	Iteration 14Q: 3 clusters Score -315779 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -315896.531250 Penalty: 2826.908447
	Iteration 15Q: 3 clusters Score -315896.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -315981.875000 Penalty: 2826.908447
	Iteration 16Q: 3 clusters Score -315981.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -316063.875000 Penalty: 2826.908447
	Iteration 17Q: 3 clusters Score -316063.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -316126.687500 Penalty: 2826.908447
	Iteration 18Q: 3 clusters Score -316126.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -316168.781250 Penalty: 2826.908447
	Iteration 19Q: 3 clusters Score -316168.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -316211.375000 Penalty: 2826.908447
	Iteration 20F: 3 clusters Score -316211.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -316254.687500 Penalty: 2826.908447
	Iteration 21Q: 3 clusters Score -316254.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -316283.906250 Penalty: 2826.908447
	Iteration 22Q: 3 clusters Score -316283.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -316300.468750 Penalty: 2826.908447
	Iteration 23Q: 3 clusters Score -316300.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -316315.468750 Penalty: 2826.908447
	Iteration 24Q: 3 clusters Score -316315.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -316328.437500 Penalty: 2826.908447
	Iteration 25Q: 3 clusters Score -316328.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -316341.312500 Penalty: 2826.908447
	Iteration 26Q: 3 clusters Score -316341.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -316349.531250 Penalty: 2826.908447
	Iteration 27Q: 3 clusters Score -316349.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -316354.500000 Penalty: 2826.908447
	Iteration 28Q: 3 clusters Score -316354.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -316358.812500 Penalty: 2826.908447
	Iteration 29Q: 3 clusters Score -316358.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -316362.750000 Penalty: 2826.908447
	Iteration 30Q: 3 clusters Score -316362.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -316364.625000 Penalty: 2826.908447
	Iteration 31Q: 3 clusters Score -316364.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -316368.437500 Penalty: 2826.908447
	Iteration 32Q: 3 clusters Score -316368.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -316372.468750 Penalty: 2826.908447
	Iteration 33Q: 3 clusters Score -316372.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -316376.687500 Penalty: 2826.908447
	Iteration 34Q: 3 clusters Score -316376.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -316379.312500 Penalty: 2826.908447
	Iteration 35Q: 3 clusters Score -316379.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -316380.187500 Penalty: 2826.908447
	Iteration 36Q: 3 clusters Score -316380.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -316381.343750 Penalty: 2826.908447
	Iteration 37Q: 3 clusters Score -316381.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -316381.375000 Penalty: 2826.908447
	Iteration 38Q: 3 clusters Score -316381.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -316382.468750 Penalty: 2826.908447
	Iteration 39Q: 3 clusters Score -316382.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -316382.437500 Penalty: 2826.908447
	Iteration 40F: 3 clusters Score -316382.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -316382.218750 Penalty: 2826.908447
	Iteration 41Q: 3 clusters Score -316382.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -316383.218750 Penalty: 2826.908447
	Iteration 42Q: 3 clusters Score -316383.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -316383.281250 Penalty: 2826.908447
	Iteration 43Q: 3 clusters Score -316383.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -316384.343750 Penalty: 2826.908447
	Iteration 44Q: 3 clusters Score -316384.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -316384.437500 Penalty: 2826.908447
	Iteration 45Q: 3 clusters Score -316384.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -316385.468750 Penalty: 2826.908447
	Iteration 46Q: 3 clusters Score -316385.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -316385.468750 Penalty: 2826.908447
	Iteration 47Q: 3 clusters Score -316385.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -316385.468750 Penalty: 2826.908447
	Iteration 48F: 3 clusters Score -316385.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Entering Unmasked Estep 
Score: -219614.984375 Penalty: 1362.159302
	Iteration 0F: 2 clusters Score -219615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -216085.203125 Penalty: 2724.318604
	Iteration 0F: 3 clusters Score -216085.2 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -217065.156250 Penalty: 2724.318604
	Iteration 1F: 3 clusters Score -217065.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -217282.031250 Penalty: 2724.318604
	Iteration 2F: 3 clusters Score -217282 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -217477.796875 Penalty: 2724.318604
	Iteration 3F: 3 clusters Score -217477.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -217659.125000 Penalty: 2724.318604
	Iteration 4F: 3 clusters Score -217659.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -217826.984375 Penalty: 2724.318604
	Iteration 5F: 3 clusters Score -217827 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -217978.453125 Penalty: 2724.318604
	Iteration 6F: 3 clusters Score -217978.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -218105.312500 Penalty: 2724.318604
	Iteration 7Q: 3 clusters Score -218105.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -218221.125000 Penalty: 2724.318604
	Iteration 8Q: 3 clusters Score -218221.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -218310.515625 Penalty: 2724.318604
	Iteration 9Q: 3 clusters Score -218310.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -218386.187500 Penalty: 2724.318604
	Iteration 10Q: 3 clusters Score -218386.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -218436.265625 Penalty: 2724.318604
	Iteration 11Q: 3 clusters Score -218436.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -218474.843750 Penalty: 2724.318604
	Iteration 12Q: 3 clusters Score -218474.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -218519.140625 Penalty: 2724.318604
	Iteration 13Q: 3 clusters Score -218519.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -218557.031250 Penalty: 2724.318604
	Iteration 14Q: 3 clusters Score -218557 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -218598.421875 Penalty: 2724.318604
	Iteration 15Q: 3 clusters Score -218598.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -218641.875000 Penalty: 2724.318604
	Iteration 16Q: 3 clusters Score -218641.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -218707.718750 Penalty: 2724.318604
	Iteration 17Q: 3 clusters Score -218707.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -218798.703125 Penalty: 2724.318604
	Iteration 18Q: 3 clusters Score -218798.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -218886.312500 Penalty: 2724.318604
	Iteration 19Q: 3 clusters Score -218886.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -218962.296875 Penalty: 2724.318604
	Iteration 20F: 3 clusters Score -218962.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -219031.906250 Penalty: 2724.318604
	Iteration 21Q: 3 clusters Score -219031.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -219087.093750 Penalty: 2724.318604
	Iteration 22Q: 3 clusters Score -219087.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -219127.187500 Penalty: 2724.318604
	Iteration 23Q: 3 clusters Score -219127.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -219165.703125 Penalty: 2724.318604
	Iteration 24Q: 3 clusters Score -219165.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -219189.828125 Penalty: 2724.318604
	Iteration 25Q: 3 clusters Score -219189.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -219209.656250 Penalty: 2724.318604
	Iteration 26Q: 3 clusters Score -219209.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -219219.640625 Penalty: 2724.318604
	Iteration 27Q: 3 clusters Score -219219.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -219230.953125 Penalty: 2724.318604
	Iteration 28Q: 3 clusters Score -219231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -219235.921875 Penalty: 2724.318604
	Iteration 29Q: 3 clusters Score -219235.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -219238.578125 Penalty: 2724.318604
	Iteration 30Q: 3 clusters Score -219238.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -219239.390625 Penalty: 2724.318604
	Iteration 31Q: 3 clusters Score -219239.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -219240.250000 Penalty: 2724.318604
	Iteration 32Q: 3 clusters Score -219240.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -219240.625000 Penalty: 2724.318604
	Iteration 33Q: 3 clusters Score -219240.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -219240.625000 Penalty: 2724.318604
	Iteration 34F: 3 clusters Score -219240.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Entering Unmasked Estep 
Score: -110744.835938 Penalty: 1258.351807
	Iteration 0F: 2 clusters Score -110744.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -108440.445312 Penalty: 2516.703613
	Iteration 0F: 3 clusters Score -108440.4 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -108977.421875 Penalty: 2516.703613
	Iteration 1F: 3 clusters Score -108977.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -109113.125000 Penalty: 2516.703613
	Iteration 2F: 3 clusters Score -109113.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -109212.507812 Penalty: 2516.703613
	Iteration 3F: 3 clusters Score -109212.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -109315.734375 Penalty: 2516.703613
	Iteration 4Q: 3 clusters Score -109315.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -109403.484375 Penalty: 2516.703613
	Iteration 5Q: 3 clusters Score -109403.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -109471.992188 Penalty: 2516.703613
	Iteration 6Q: 3 clusters Score -109472 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -109510.984375 Penalty: 2516.703613
	Iteration 7Q: 3 clusters Score -109511 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -109544.890625 Penalty: 2516.703613
	Iteration 8Q: 3 clusters Score -109544.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -109581.632812 Penalty: 2516.703613
	Iteration 9Q: 3 clusters Score -109581.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -109615.335938 Penalty: 2516.703613
	Iteration 10Q: 3 clusters Score -109615.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -109636.265625 Penalty: 2516.703613
	Iteration 11Q: 3 clusters Score -109636.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -109656.382812 Penalty: 2516.703613
	Iteration 12Q: 3 clusters Score -109656.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -109667.742188 Penalty: 2516.703613
	Iteration 13Q: 3 clusters Score -109667.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -109676.632812 Penalty: 2516.703613
	Iteration 14Q: 3 clusters Score -109676.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -109681.500000 Penalty: 2516.703613
	Iteration 15Q: 3 clusters Score -109681.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -109683.367188 Penalty: 2516.703613
	Iteration 16Q: 3 clusters Score -109683.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -109686.796875 Penalty: 2516.703613
	Iteration 17Q: 3 clusters Score -109686.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -109691.640625 Penalty: 2516.703613
	Iteration 18Q: 3 clusters Score -109691.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -109696.000000 Penalty: 2516.703613
	Iteration 19Q: 3 clusters Score -109696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -109700.062500 Penalty: 2516.703613
	Iteration 20F: 3 clusters Score -109700.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -109702.992188 Penalty: 2516.703613
	Iteration 21Q: 3 clusters Score -109703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -109704.789062 Penalty: 2516.703613
	Iteration 22Q: 3 clusters Score -109704.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -109706.062500 Penalty: 2516.703613
	Iteration 23Q: 3 clusters Score -109706.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -109707.890625 Penalty: 2516.703613
	Iteration 24Q: 3 clusters Score -109707.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -109710.726562 Penalty: 2516.703613
	Iteration 25Q: 3 clusters Score -109710.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -109713.304688 Penalty: 2516.703613
	Iteration 26Q: 3 clusters Score -109713.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -109716.703125 Penalty: 2516.703613
	Iteration 27Q: 3 clusters Score -109716.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -109720.101562 Penalty: 2516.703613
	Iteration 28Q: 3 clusters Score -109720.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -109724.640625 Penalty: 2516.703613
	Iteration 29Q: 3 clusters Score -109724.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -109726.679688 Penalty: 2516.703613
	Iteration 30Q: 3 clusters Score -109726.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -109728.843750 Penalty: 2516.703613
	Iteration 31Q: 3 clusters Score -109728.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -109730.703125 Penalty: 2516.703613
	Iteration 32Q: 3 clusters Score -109730.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -109733.109375 Penalty: 2516.703613
	Iteration 33Q: 3 clusters Score -109733.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -109737.843750 Penalty: 2516.703613
	Iteration 34Q: 3 clusters Score -109737.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -109742.281250 Penalty: 2516.703613
	Iteration 35Q: 3 clusters Score -109742.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -109746.601562 Penalty: 2516.703613
	Iteration 36Q: 3 clusters Score -109746.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -109748.570312 Penalty: 2516.703613
	Iteration 37Q: 3 clusters Score -109748.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -109749.109375 Penalty: 2516.703613
	Iteration 38Q: 3 clusters Score -109749.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -109750.000000 Penalty: 2516.703613
	Iteration 39Q: 3 clusters Score -109750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -109750.296875 Penalty: 2516.703613
	Iteration 40F: 3 clusters Score -109750.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -109750.406250 Penalty: 2516.703613
	Iteration 41Q: 3 clusters Score -109750.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -109750.406250 Penalty: 2516.703613
	Iteration 42F: 3 clusters Score -109750.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (39659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Entering Unmasked Estep 
Score: -2081670.125000 Penalty: 1720.561768
	Iteration 0F: 2 clusters Score -2081670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -2055140.750000 Penalty: 3441.123535
	Iteration 0F: 3 clusters Score -2055141 nChanged 18369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -2065561.500000 Penalty: 3441.123535
	Iteration 1F: 3 clusters Score -2065562 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -2066195.000000 Penalty: 3441.123535
	Iteration 2Q: 3 clusters Score -2066195 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -2066978.000000 Penalty: 3441.123535
	Iteration 3Q: 3 clusters Score -2066978 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -2067911.500000 Penalty: 3441.123535
	Iteration 4F: 3 clusters Score -2067912 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -2069076.250000 Penalty: 3441.123535
	Iteration 5F: 3 clusters Score -2069076 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -2070502.875000 Penalty: 3441.123535
	Iteration 6F: 3 clusters Score -2070503 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -2072120.875000 Penalty: 3441.123535
	Iteration 7F: 3 clusters Score -2072121 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -2073758.625000 Penalty: 3441.123535
	Iteration 8F: 3 clusters Score -2073759 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -2075092.875000 Penalty: 3441.123535
	Iteration 9Q: 3 clusters Score -2075093 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -2075928.875000 Penalty: 3441.123535
	Iteration 10Q: 3 clusters Score -2075929 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -2076394.875000 Penalty: 3441.123535
	Iteration 11Q: 3 clusters Score -2076395 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -2076720.750000 Penalty: 3441.123535
	Iteration 12Q: 3 clusters Score -2076721 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -2077012.875000 Penalty: 3441.123535
	Iteration 13Q: 3 clusters Score -2077013 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -2077329.625000 Penalty: 3441.123535
	Iteration 14Q: 3 clusters Score -2077330 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -2077647.875000 Penalty: 3441.123535
	Iteration 15Q: 3 clusters Score -2077648 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -2077940.375000 Penalty: 3441.123535
	Iteration 16Q: 3 clusters Score -2077940 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -2078196.500000 Penalty: 3441.123535
	Iteration 17Q: 3 clusters Score -2078196 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -2078418.500000 Penalty: 3441.123535
	Iteration 18Q: 3 clusters Score -2078418 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -2078600.875000 Penalty: 3441.123535
	Iteration 19Q: 3 clusters Score -2078601 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -2078775.750000 Penalty: 3441.123535
	Iteration 20F: 3 clusters Score -2078776 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -2078962.250000 Penalty: 3441.123535
	Iteration 21Q: 3 clusters Score -2078962 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -2079110.625000 Penalty: 3441.123535
	Iteration 22Q: 3 clusters Score -2079111 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -2079241.875000 Penalty: 3441.123535
	Iteration 23Q: 3 clusters Score -2079242 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -2079374.250000 Penalty: 3441.123535
	Iteration 24Q: 3 clusters Score -2079374 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -2079477.125000 Penalty: 3441.123535
	Iteration 25Q: 3 clusters Score -2079477 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -2079585.125000 Penalty: 3441.123535
	Iteration 26Q: 3 clusters Score -2079585 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -2079681.625000 Penalty: 3441.123535
	Iteration 27Q: 3 clusters Score -2079682 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -2079779.125000 Penalty: 3441.123535
	Iteration 28Q: 3 clusters Score -2079779 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -2079878.000000 Penalty: 3441.123535
	Iteration 29Q: 3 clusters Score -2079878 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -2079940.250000 Penalty: 3441.123535
	Iteration 30Q: 3 clusters Score -2079940 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -2080014.000000 Penalty: 3441.123535
	Iteration 31Q: 3 clusters Score -2080014 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -2080065.625000 Penalty: 3441.123535
	Iteration 32Q: 3 clusters Score -2080066 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -2080109.375000 Penalty: 3441.123535
	Iteration 33Q: 3 clusters Score -2080109 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 38012 members 
Entering Unmasked Estep 
Score: -2080157.375000 Penalty: 3441.123535
	Iteration 34Q: 3 clusters Score -2080157 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 38102 members 
Entering Unmasked Estep 
Score: -2080193.250000 Penalty: 3441.123535
	Iteration 35Q: 3 clusters Score -2080193 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -2080237.000000 Penalty: 3441.123535
	Iteration 36Q: 3 clusters Score -2080237 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -2080267.625000 Penalty: 3441.123535
	Iteration 37Q: 3 clusters Score -2080268 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -2080284.750000 Penalty: 3441.123535
	Iteration 38Q: 3 clusters Score -2080285 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -2080302.750000 Penalty: 3441.123535
	Iteration 39Q: 3 clusters Score -2080303 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -2080322.625000 Penalty: 3441.123535
	Iteration 40F: 3 clusters Score -2080323 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 38413 members 
Entering Unmasked Estep 
Score: -2080334.500000 Penalty: 3441.123535
	Iteration 41Q: 3 clusters Score -2080334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -2080338.375000 Penalty: 3441.123535
	Iteration 42Q: 3 clusters Score -2080338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -2080348.625000 Penalty: 3441.123535
	Iteration 43Q: 3 clusters Score -2080349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -2080352.250000 Penalty: 3441.123535
	Iteration 44Q: 3 clusters Score -2080352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -2080353.500000 Penalty: 3441.123535
	Iteration 45Q: 3 clusters Score -2080354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -2080354.500000 Penalty: 3441.123535
	Iteration 46Q: 3 clusters Score -2080354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -2080356.375000 Penalty: 3441.123535
	Iteration 47Q: 3 clusters Score -2080356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -2080356.125000 Penalty: 3441.123535
	Iteration 48Q: 3 clusters Score -2080356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -2080355.500000 Penalty: 3441.123535
	Iteration 49Q: 3 clusters Score -2080356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -2080356.625000 Penalty: 3441.123535
	Iteration 50Q: 3 clusters Score -2080357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -2080356.375000 Penalty: 3441.123535
	Iteration 51Q: 3 clusters Score -2080356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -2080355.000000 Penalty: 3441.123535
	Iteration 52Q: 3 clusters Score -2080355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -2080357.750000 Penalty: 3441.123535
	Iteration 53Q: 3 clusters Score -2080358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -2080357.625000 Penalty: 3441.123535
	Iteration 54Q: 3 clusters Score -2080358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -2080356.875000 Penalty: 3441.123535
	Iteration 55Q: 3 clusters Score -2080357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 38508 members 
Entering Unmasked Estep 
Score: -2080357.000000 Penalty: 3441.123535
	Iteration 56Q: 3 clusters Score -2080357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -2080358.625000 Penalty: 3441.123535
	Iteration 57Q: 3 clusters Score -2080359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 38511 members 
Entering Unmasked Estep 
Score: -2080359.000000 Penalty: 3441.123535
	Iteration 58Q: 3 clusters Score -2080359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 38511 members 
Entering Unmasked Estep 
Score: -2080359.000000 Penalty: 3441.123535
	Iteration 59Q: 3 clusters Score -2080359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -2080365.500000 Penalty: 3441.123535
	Iteration 60F: 3 clusters Score -2080366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -2080364.750000 Penalty: 3441.123535
	Iteration 61Q: 3 clusters Score -2080365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -2080366.375000 Penalty: 3441.123535
	Iteration 62Q: 3 clusters Score -2080366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -2080368.750000 Penalty: 3441.123535
	Iteration 63Q: 3 clusters Score -2080369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -2080365.500000 Penalty: 3441.123535
	Iteration 64Q: 3 clusters Score -2080366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -2080365.500000 Penalty: 3441.123535
	Iteration 65F: 3 clusters Score -2080366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Entering Unmasked Estep 
Score: -133893.437500 Penalty: 1282.219727
	Iteration 0F: 2 clusters Score -133893.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -131344.703125 Penalty: 2564.439453
	Iteration 0F: 3 clusters Score -131344.7 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -131930.796875 Penalty: 2564.439453
	Iteration 1F: 3 clusters Score -131930.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -132072.421875 Penalty: 2564.439453
	Iteration 2F: 3 clusters Score -132072.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -132154.765625 Penalty: 2564.439453
	Iteration 3Q: 3 clusters Score -132154.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -132207.828125 Penalty: 2564.439453
	Iteration 4Q: 3 clusters Score -132207.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -132236.515625 Penalty: 2564.439453
	Iteration 5Q: 3 clusters Score -132236.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -132264.281250 Penalty: 2564.439453
	Iteration 6Q: 3 clusters Score -132264.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -132289.187500 Penalty: 2564.439453
	Iteration 7Q: 3 clusters Score -132289.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -132306.328125 Penalty: 2564.439453
	Iteration 8Q: 3 clusters Score -132306.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -132322.921875 Penalty: 2564.439453
	Iteration 9Q: 3 clusters Score -132322.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -132343.218750 Penalty: 2564.439453
	Iteration 10Q: 3 clusters Score -132343.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -132361.343750 Penalty: 2564.439453
	Iteration 11Q: 3 clusters Score -132361.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -132381.015625 Penalty: 2564.439453
	Iteration 12Q: 3 clusters Score -132381 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -132397.562500 Penalty: 2564.439453
	Iteration 13Q: 3 clusters Score -132397.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -132414.125000 Penalty: 2564.439453
	Iteration 14Q: 3 clusters Score -132414.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -132431.921875 Penalty: 2564.439453
	Iteration 15Q: 3 clusters Score -132431.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -132451.265625 Penalty: 2564.439453
	Iteration 16Q: 3 clusters Score -132451.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -132469.421875 Penalty: 2564.439453
	Iteration 17Q: 3 clusters Score -132469.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -132485.906250 Penalty: 2564.439453
	Iteration 18Q: 3 clusters Score -132485.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -132500.093750 Penalty: 2564.439453
	Iteration 19Q: 3 clusters Score -132500.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -132514.296875 Penalty: 2564.439453
	Iteration 20F: 3 clusters Score -132514.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -132529.125000 Penalty: 2564.439453
	Iteration 21Q: 3 clusters Score -132529.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -132539.687500 Penalty: 2564.439453
	Iteration 22Q: 3 clusters Score -132539.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -132546.937500 Penalty: 2564.439453
	Iteration 23Q: 3 clusters Score -132546.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -132553.656250 Penalty: 2564.439453
	Iteration 24Q: 3 clusters Score -132553.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -132560.687500 Penalty: 2564.439453
	Iteration 25Q: 3 clusters Score -132560.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -132571.046875 Penalty: 2564.439453
	Iteration 26Q: 3 clusters Score -132571 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -132580.703125 Penalty: 2564.439453
	Iteration 27Q: 3 clusters Score -132580.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -132589.500000 Penalty: 2564.439453
	Iteration 28Q: 3 clusters Score -132589.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -132597.421875 Penalty: 2564.439453
	Iteration 29Q: 3 clusters Score -132597.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -132607.546875 Penalty: 2564.439453
	Iteration 30Q: 3 clusters Score -132607.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -132615.781250 Penalty: 2564.439453
	Iteration 31Q: 3 clusters Score -132615.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -132619.968750 Penalty: 2564.439453
	Iteration 32Q: 3 clusters Score -132620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -132624.187500 Penalty: 2564.439453
	Iteration 33Q: 3 clusters Score -132624.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -132627.031250 Penalty: 2564.439453
	Iteration 34Q: 3 clusters Score -132627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -132629.156250 Penalty: 2564.439453
	Iteration 35Q: 3 clusters Score -132629.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -132630.421875 Penalty: 2564.439453
	Iteration 36Q: 3 clusters Score -132630.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -132631.906250 Penalty: 2564.439453
	Iteration 37Q: 3 clusters Score -132631.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -132632.593750 Penalty: 2564.439453
	Iteration 38Q: 3 clusters Score -132632.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -132634.015625 Penalty: 2564.439453
	Iteration 39Q: 3 clusters Score -132634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -132634.734375 Penalty: 2564.439453
	Iteration 40F: 3 clusters Score -132634.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -132635.484375 Penalty: 2564.439453
	Iteration 41Q: 3 clusters Score -132635.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -132636.125000 Penalty: 2564.439453
	Iteration 42Q: 3 clusters Score -132636.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -132636.406250 Penalty: 2564.439453
	Iteration 43Q: 3 clusters Score -132636.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -132636.406250 Penalty: 2564.439453
	Iteration 44F: 3 clusters Score -132636.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Entering Unmasked Estep 
Score: -333220.250000 Penalty: 1426.502930
	Iteration 0F: 2 clusters Score -333220.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -328298.812500 Penalty: 2853.005859
	Iteration 0F: 3 clusters Score -328298.8 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -329682.250000 Penalty: 2853.005859
	Iteration 1F: 3 clusters Score -329682.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -329874.531250 Penalty: 2853.005859
	Iteration 2F: 3 clusters Score -329874.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -330020.843750 Penalty: 2853.005859
	Iteration 3F: 3 clusters Score -330020.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -330146.125000 Penalty: 2853.005859
	Iteration 4Q: 3 clusters Score -330146.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -330287.875000 Penalty: 2853.005859
	Iteration 5Q: 3 clusters Score -330287.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -330468.093750 Penalty: 2853.005859
	Iteration 6Q: 3 clusters Score -330468.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -330708.000000 Penalty: 2853.005859
	Iteration 7F: 3 clusters Score -330708 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -330980.281250 Penalty: 2853.005859
	Iteration 8F: 3 clusters Score -330980.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -331245.718750 Penalty: 2853.005859
	Iteration 9F: 3 clusters Score -331245.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -331512.468750 Penalty: 2853.005859
	Iteration 10Q: 3 clusters Score -331512.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -331702.781250 Penalty: 2853.005859
	Iteration 11Q: 3 clusters Score -331702.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -331828.375000 Penalty: 2853.005859
	Iteration 12Q: 3 clusters Score -331828.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -331920.093750 Penalty: 2853.005859
	Iteration 13Q: 3 clusters Score -331920.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -331991.781250 Penalty: 2853.005859
	Iteration 14Q: 3 clusters Score -331991.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -332026.468750 Penalty: 2853.005859
	Iteration 15Q: 3 clusters Score -332026.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -332052.906250 Penalty: 2853.005859
	Iteration 16Q: 3 clusters Score -332052.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -332075.375000 Penalty: 2853.005859
	Iteration 17Q: 3 clusters Score -332075.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -332092.531250 Penalty: 2853.005859
	Iteration 18Q: 3 clusters Score -332092.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -332104.406250 Penalty: 2853.005859
	Iteration 19Q: 3 clusters Score -332104.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -332110.156250 Penalty: 2853.005859
	Iteration 20F: 3 clusters Score -332110.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -332117.187500 Penalty: 2853.005859
	Iteration 21Q: 3 clusters Score -332117.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -332122.781250 Penalty: 2853.005859
	Iteration 22Q: 3 clusters Score -332122.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -332129.968750 Penalty: 2853.005859
	Iteration 23Q: 3 clusters Score -332130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -332138.906250 Penalty: 2853.005859
	Iteration 24Q: 3 clusters Score -332138.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -332146.343750 Penalty: 2853.005859
	Iteration 25Q: 3 clusters Score -332146.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -332150.406250 Penalty: 2853.005859
	Iteration 26Q: 3 clusters Score -332150.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -332152.937500 Penalty: 2853.005859
	Iteration 27Q: 3 clusters Score -332152.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -332155.718750 Penalty: 2853.005859
	Iteration 28Q: 3 clusters Score -332155.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -332156.843750 Penalty: 2853.005859
	Iteration 29Q: 3 clusters Score -332156.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -332157.906250 Penalty: 2853.005859
	Iteration 30Q: 3 clusters Score -332157.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -332158.312500 Penalty: 2853.005859
	Iteration 31Q: 3 clusters Score -332158.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -332158.312500 Penalty: 2853.005859
	Iteration 32F: 3 clusters Score -332158.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (22023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Entering Unmasked Estep 
Score: -1174685.625000 Penalty: 1624.974487
	Iteration 0F: 2 clusters Score -1174686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1159661.875000 Penalty: 3249.948975
	Iteration 0F: 3 clusters Score -1159662 nChanged 10080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1165245.000000 Penalty: 3249.948975
	Iteration 1F: 3 clusters Score -1165245 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1165592.875000 Penalty: 3249.948975
	Iteration 2Q: 3 clusters Score -1165593 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1165878.250000 Penalty: 3249.948975
	Iteration 3Q: 3 clusters Score -1165878 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1166166.750000 Penalty: 3249.948975
	Iteration 4Q: 3 clusters Score -1166167 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1166475.500000 Penalty: 3249.948975
	Iteration 5Q: 3 clusters Score -1166476 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1166832.625000 Penalty: 3249.948975
	Iteration 6Q: 3 clusters Score -1166833 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1167227.625000 Penalty: 3249.948975
	Iteration 7Q: 3 clusters Score -1167228 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1167700.500000 Penalty: 3249.948975
	Iteration 8Q: 3 clusters Score -1167700 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1168234.750000 Penalty: 3249.948975
	Iteration 9Q: 3 clusters Score -1168235 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1168800.500000 Penalty: 3249.948975
	Iteration 10Q: 3 clusters Score -1168800 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1169425.250000 Penalty: 3249.948975
	Iteration 11Q: 3 clusters Score -1169425 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1170018.750000 Penalty: 3249.948975
	Iteration 12Q: 3 clusters Score -1170019 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1170451.125000 Penalty: 3249.948975
	Iteration 13Q: 3 clusters Score -1170451 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1170726.625000 Penalty: 3249.948975
	Iteration 14Q: 3 clusters Score -1170727 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1170879.125000 Penalty: 3249.948975
	Iteration 15Q: 3 clusters Score -1170879 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1170962.000000 Penalty: 3249.948975
	Iteration 16Q: 3 clusters Score -1170962 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1171006.750000 Penalty: 3249.948975
	Iteration 17Q: 3 clusters Score -1171007 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1171047.375000 Penalty: 3249.948975
	Iteration 18Q: 3 clusters Score -1171047 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1171097.125000 Penalty: 3249.948975
	Iteration 19Q: 3 clusters Score -1171097 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1171130.750000 Penalty: 3249.948975
	Iteration 20F: 3 clusters Score -1171131 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1171162.500000 Penalty: 3249.948975
	Iteration 21Q: 3 clusters Score -1171162 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1171187.000000 Penalty: 3249.948975
	Iteration 22Q: 3 clusters Score -1171187 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1171207.500000 Penalty: 3249.948975
	Iteration 23Q: 3 clusters Score -1171208 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1171219.250000 Penalty: 3249.948975
	Iteration 24Q: 3 clusters Score -1171219 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1171230.625000 Penalty: 3249.948975
	Iteration 25Q: 3 clusters Score -1171231 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1171246.250000 Penalty: 3249.948975
	Iteration 26Q: 3 clusters Score -1171246 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1171250.000000 Penalty: 3249.948975
	Iteration 27Q: 3 clusters Score -1171250 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1171265.625000 Penalty: 3249.948975
	Iteration 28Q: 3 clusters Score -1171266 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1171273.125000 Penalty: 3249.948975
	Iteration 29Q: 3 clusters Score -1171273 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1171284.375000 Penalty: 3249.948975
	Iteration 30Q: 3 clusters Score -1171284 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1171286.875000 Penalty: 3249.948975
	Iteration 31Q: 3 clusters Score -1171287 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1171293.875000 Penalty: 3249.948975
	Iteration 32Q: 3 clusters Score -1171294 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1171295.125000 Penalty: 3249.948975
	Iteration 33Q: 3 clusters Score -1171295 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1171293.250000 Penalty: 3249.948975
	Iteration 34Q: 3 clusters Score -1171293 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1171296.875000 Penalty: 3249.948975
	Iteration 35Q: 3 clusters Score -1171297 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1171303.750000 Penalty: 3249.948975
	Iteration 36Q: 3 clusters Score -1171304 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1171314.625000 Penalty: 3249.948975
	Iteration 37Q: 3 clusters Score -1171315 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1171321.000000 Penalty: 3249.948975
	Iteration 38Q: 3 clusters Score -1171321 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1171328.000000 Penalty: 3249.948975
	Iteration 39Q: 3 clusters Score -1171328 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1171332.000000 Penalty: 3249.948975
	Iteration 40F: 3 clusters Score -1171332 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1171339.000000 Penalty: 3249.948975
	Iteration 41Q: 3 clusters Score -1171339 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1171342.000000 Penalty: 3249.948975
	Iteration 42Q: 3 clusters Score -1171342 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1171345.875000 Penalty: 3249.948975
	Iteration 43Q: 3 clusters Score -1171346 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1171352.625000 Penalty: 3249.948975
	Iteration 44Q: 3 clusters Score -1171353 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1171353.250000 Penalty: 3249.948975
	Iteration 45Q: 3 clusters Score -1171353 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1171362.000000 Penalty: 3249.948975
	Iteration 46Q: 3 clusters Score -1171362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1171364.250000 Penalty: 3249.948975
	Iteration 47Q: 3 clusters Score -1171364 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1171364.500000 Penalty: 3249.948975
	Iteration 48Q: 3 clusters Score -1171364 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1171367.875000 Penalty: 3249.948975
	Iteration 49Q: 3 clusters Score -1171368 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 6850 members 
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Mstep: Class 2 contains 6775 members 
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	Iteration 57Q: 3 clusters Score -1171410 nChanged 37
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Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1171411 nChanged 35
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Entering Unmasked Estep 
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Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 6596 members 
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Mstep: Class 1 contains 15488 members 
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Mstep: Class 1 contains 15515 members 
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Mstep: Class 1 contains 15536 members 
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Mstep: Class 1 contains 15552 members 
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Mstep: Class 1 contains 15574 members 
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	Iteration 67Q: 3 clusters Score -1171430 nChanged 27
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Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15622 members 
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Mstep: Class 1 contains 15641 members 
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Mstep: Class 1 contains 15664 members 
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Mstep: Class 1 contains 15684 members 
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	Iteration 72Q: 3 clusters Score -1171442 nChanged 28
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Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 6317 members 
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Mstep: Class 1 contains 15731 members 
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Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 6265 members 
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Mstep: Class 1 contains 15786 members 
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Mstep: Class 1 contains 15816 members 
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Mstep: Class 1 contains 15851 members 
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	Iteration 79Q: 3 clusters Score -1171470 nChanged 43
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Mstep: Class 1 contains 15930 members 
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Mstep: Class 1 contains 16179 members 
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Mstep: Class 1 contains 16498 members 
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Mstep: Class 1 contains 17064 members 
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	Iteration 100F: 3 clusters Score -1171914 nChanged 107
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Mstep: Class 1 contains 19537 members 
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Mstep: Class 1 contains 19704 members 
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	Iteration 112Q: 3 clusters Score -1172421 nChanged 170
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Mstep: Class 1 contains 19870 members 
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	Iteration 113Q: 3 clusters Score -1172492 nChanged 178
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Mstep: Class 1 contains 20203 members 
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	Iteration 119Q: 3 clusters Score -1172926 nChanged 134
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	Iteration 120F: 3 clusters Score -1172989 nChanged 99
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Mstep: Class 1 contains 21037 members 
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Mstep: Class 1 contains 21109 members 
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	Iteration 122Q: 3 clusters Score -1173071 nChanged 53
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Mstep: Class 1 contains 21207 members 
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	Iteration 124Q: 3 clusters Score -1173123 nChanged 33
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Mstep: Class 1 contains 21238 members 
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	Iteration 125Q: 3 clusters Score -1173141 nChanged 42
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Mstep: Class 1 contains 21280 members 
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	Iteration 126Q: 3 clusters Score -1173161 nChanged 34
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	Iteration 127Q: 3 clusters Score -1173180 nChanged 36
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	Iteration 128Q: 3 clusters Score -1173202 nChanged 30
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	Iteration 129Q: 3 clusters Score -1173213 nChanged 22
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	Iteration 130Q: 3 clusters Score -1173223 nChanged 25
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	Iteration 131Q: 3 clusters Score -1173238 nChanged 19
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Mstep: Class 1 contains 21422 members 
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	Iteration 132Q: 3 clusters Score -1173249 nChanged 19
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Mstep: Class 1 contains 21439 members 
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	Iteration 133Q: 3 clusters Score -1173259 nChanged 17
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Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 569 members 
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	Iteration 134Q: 3 clusters Score -1173269 nChanged 15
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Mstep: Class 1 contains 21467 members 
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	Iteration 135Q: 3 clusters Score -1173274 nChanged 12
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	Iteration 136Q: 3 clusters Score -1173284 nChanged 12
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	Iteration 137Q: 3 clusters Score -1173291 nChanged 10
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	Iteration 138Q: 3 clusters Score -1173297 nChanged 5
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	Iteration 139Q: 3 clusters Score -1173301 nChanged 6
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Mstep: Class 1 contains 21506 members 
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	Iteration 140F: 3 clusters Score -1173304 nChanged 6
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	Iteration 141Q: 3 clusters Score -1173305 nChanged 4
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	Iteration 142Q: 3 clusters Score -1173308 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1173308.875000 Penalty: 3249.948975
	Iteration 143Q: 3 clusters Score -1173309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1173308.500000 Penalty: 3249.948975
	Iteration 144Q: 3 clusters Score -1173308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1173314.875000 Penalty: 3249.948975
	Iteration 145Q: 3 clusters Score -1173315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1173314.250000 Penalty: 3249.948975
	Iteration 146Q: 3 clusters Score -1173314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1173317.000000 Penalty: 3249.948975
	Iteration 147Q: 3 clusters Score -1173317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1173322.500000 Penalty: 3249.948975
	Iteration 148Q: 3 clusters Score -1173322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1173325.625000 Penalty: 3249.948975
	Iteration 149Q: 3 clusters Score -1173326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1173331.875000 Penalty: 3249.948975
	Iteration 150Q: 3 clusters Score -1173332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1173332.250000 Penalty: 3249.948975
	Iteration 151Q: 3 clusters Score -1173332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1173335.000000 Penalty: 3249.948975
	Iteration 152Q: 3 clusters Score -1173335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1173337.000000 Penalty: 3249.948975
	Iteration 153Q: 3 clusters Score -1173337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1173341.875000 Penalty: 3249.948975
	Iteration 154Q: 3 clusters Score -1173342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1173346.875000 Penalty: 3249.948975
	Iteration 155Q: 3 clusters Score -1173347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1173352.875000 Penalty: 3249.948975
	Iteration 156Q: 3 clusters Score -1173353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1173354.750000 Penalty: 3249.948975
	Iteration 157Q: 3 clusters Score -1173355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1173355.625000 Penalty: 3249.948975
	Iteration 158Q: 3 clusters Score -1173356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1173357.250000 Penalty: 3249.948975
	Iteration 159Q: 3 clusters Score -1173357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1173355.625000 Penalty: 3249.948975
	Iteration 160F: 3 clusters Score -1173356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1173357.375000 Penalty: 3249.948975
	Iteration 161Q: 3 clusters Score -1173357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1173357.375000 Penalty: 3249.948975
	Iteration 162F: 3 clusters Score -1173357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11305 members 
Mstep: Class 3 contains 20867 members 
Mstep: Class 4 contains 156608 members 
Mstep: Class 5 contains 119625 members 
Mstep: Class 6 contains 3137 members 
Mstep: Class 7 contains 49637 members 
Mstep: Class 8 contains 16419 members 
Mstep: Class 10 contains 5992 members 
Mstep: Class 11 contains 4370 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39659 members 
Mstep: Class 17 contains 2672 members 
Mstep: Class 19 contains 6493 members 
Mstep: Class 20 contains 22023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140232.000000 Penalty: 31796.724609
Iteration 199Q: 16 clusters Score -2.314023e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11308 members 
Mstep: Class 3 contains 20844 members 
Mstep: Class 4 contains 156631 members 
Mstep: Class 5 contains 119649 members 
Mstep: Class 6 contains 3137 members 
Mstep: Class 7 contains 49620 members 
Mstep: Class 8 contains 16419 members 
Mstep: Class 10 contains 5987 members 
Mstep: Class 11 contains 4370 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39660 members 
Mstep: Class 17 contains 2672 members 
Mstep: Class 19 contains 6493 members 
Mstep: Class 20 contains 22017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140226.000000 Penalty: 31796.724609
Iteration 200F: 16 clusters Score -2.314023e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11308 members 
Mstep: Class 3 contains 20819 members 
Mstep: Class 4 contains 156653 members 
Mstep: Class 5 contains 119675 members 
Mstep: Class 6 contains 3137 members 
Mstep: Class 7 contains 49607 members 
Mstep: Class 8 contains 16418 members 
Mstep: Class 10 contains 5983 members 
Mstep: Class 11 contains 4370 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39660 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 19 contains 6493 members 
Mstep: Class 20 contains 22010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140216.000000 Penalty: 31796.724609
Iteration 201Q: 16 clusters Score -2.314022e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11311 members 
Mstep: Class 3 contains 20793 members 
Mstep: Class 4 contains 156681 members 
Mstep: Class 5 contains 119694 members 
Mstep: Class 6 contains 3137 members 
Mstep: Class 7 contains 49593 members 
Mstep: Class 8 contains 16413 members 
Mstep: Class 10 contains 5980 members 
Mstep: Class 11 contains 4370 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39661 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6493 members 
Mstep: Class 20 contains 22006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140224.000000 Penalty: 31796.724609
Iteration 202Q: 16 clusters Score -2.314022e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11315 members 
Mstep: Class 3 contains 20773 members 
Mstep: Class 4 contains 156702 members 
Mstep: Class 5 contains 119717 members 
Mstep: Class 6 contains 3137 members 
Mstep: Class 7 contains 49583 members 
Mstep: Class 8 contains 16411 members 
Mstep: Class 10 contains 5969 members 
Mstep: Class 11 contains 4370 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39661 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6492 members 
Mstep: Class 20 contains 22002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140240.000000 Penalty: 31796.724609
Iteration 203Q: 16 clusters Score -2.314024e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 11318 members 
Mstep: Class 3 contains 20750 members 
Mstep: Class 4 contains 156728 members 
Mstep: Class 5 contains 119744 members 
Mstep: Class 6 contains 3137 members 
Mstep: Class 7 contains 49574 members 
Mstep: Class 8 contains 16406 members 
Mstep: Class 10 contains 5957 members 
Mstep: Class 11 contains 4370 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39660 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6492 members 
Mstep: Class 20 contains 21997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140234.000000 Penalty: 31796.724609
Iteration 204Q: 16 clusters Score -2.314023e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 11320 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 156753 members 
Mstep: Class 5 contains 119774 members 
Mstep: Class 6 contains 3137 members 
Mstep: Class 7 contains 49566 members 
Mstep: Class 8 contains 16398 members 
Mstep: Class 10 contains 5943 members 
Mstep: Class 11 contains 4370 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39659 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6493 members 
Mstep: Class 20 contains 21995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140214.000000 Penalty: 31796.724609
Iteration 205Q: 16 clusters Score -2.314021e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 11320 members 
Mstep: Class 3 contains 20700 members 
Mstep: Class 4 contains 156793 members 
Mstep: Class 5 contains 119817 members 
Mstep: Class 6 contains 3137 members 
Mstep: Class 7 contains 49537 members 
Mstep: Class 8 contains 16387 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 4370 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39655 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6493 members 
Mstep: Class 20 contains 21993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140174.000000 Penalty: 31796.724609
Iteration 206Q: 16 clusters Score -2.314017e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 11320 members 
Mstep: Class 3 contains 20683 members 
Mstep: Class 4 contains 156832 members 
Mstep: Class 5 contains 119851 members 
Mstep: Class 6 contains 3137 members 
Mstep: Class 7 contains 49510 members 
Mstep: Class 8 contains 16375 members 
Mstep: Class 10 contains 5918 members 
Mstep: Class 11 contains 4370 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39653 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 19 contains 6493 members 
Mstep: Class 20 contains 21992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140192.000000 Penalty: 31796.724609
Iteration 207Q: 16 clusters Score -2.314019e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 11320 members 
Mstep: Class 3 contains 20656 members 
Mstep: Class 4 contains 156877 members 
Mstep: Class 5 contains 119894 members 
Mstep: Class 6 contains 3136 members 
Mstep: Class 7 contains 49485 members 
Mstep: Class 8 contains 16361 members 
Mstep: Class 10 contains 5905 members 
Mstep: Class 11 contains 4370 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39649 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 19 contains 6493 members 
Mstep: Class 20 contains 21988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140180.000000 Penalty: 31796.724609
Iteration 208Q: 16 clusters Score -2.314018e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 11323 members 
Mstep: Class 3 contains 20636 members 
Mstep: Class 4 contains 156899 members 
Mstep: Class 5 contains 119939 members 
Mstep: Class 6 contains 3135 members 
Mstep: Class 7 contains 49472 members 
Mstep: Class 8 contains 16349 members 
Mstep: Class 10 contains 5889 members 
Mstep: Class 11 contains 4370 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39645 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6493 members 
Mstep: Class 20 contains 21983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140234.000000 Penalty: 31796.724609
Iteration 209Q: 16 clusters Score -2.314023e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 11327 members 
Mstep: Class 3 contains 20620 members 
Mstep: Class 4 contains 156917 members 
Mstep: Class 5 contains 119975 members 
Mstep: Class 6 contains 3135 members 
Mstep: Class 7 contains 49465 members 
Mstep: Class 8 contains 16338 members 
Mstep: Class 10 contains 5875 members 
Mstep: Class 11 contains 4370 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39638 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6492 members 
Mstep: Class 20 contains 21982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140270.000000 Penalty: 31796.724609
Iteration 210Q: 16 clusters Score -2.314027e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11330 members 
Mstep: Class 3 contains 20609 members 
Mstep: Class 4 contains 156930 members 
Mstep: Class 5 contains 120017 members 
Mstep: Class 6 contains 3135 members 
Mstep: Class 7 contains 49453 members 
Mstep: Class 8 contains 16330 members 
Mstep: Class 10 contains 5857 members 
Mstep: Class 11 contains 4370 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39632 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6490 members 
Mstep: Class 20 contains 21979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140276.000000 Penalty: 31796.724609
Iteration 211Q: 16 clusters Score -2.314028e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 11334 members 
Mstep: Class 3 contains 20600 members 
Mstep: Class 4 contains 156942 members 
Mstep: Class 5 contains 120057 members 
Mstep: Class 6 contains 3135 members 
Mstep: Class 7 contains 49444 members 
Mstep: Class 8 contains 16321 members 
Mstep: Class 10 contains 5840 members 
Mstep: Class 11 contains 4371 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39622 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6489 members 
Mstep: Class 20 contains 21976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140258.000000 Penalty: 31796.724609
Iteration 212Q: 16 clusters Score -2.314026e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11338 members 
Mstep: Class 3 contains 20592 members 
Mstep: Class 4 contains 156956 members 
Mstep: Class 5 contains 120095 members 
Mstep: Class 6 contains 3135 members 
Mstep: Class 7 contains 49430 members 
Mstep: Class 8 contains 16315 members 
Mstep: Class 10 contains 5823 members 
Mstep: Class 11 contains 4374 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39612 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6490 members 
Mstep: Class 20 contains 21972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140264.000000 Penalty: 31796.724609
Iteration 213Q: 16 clusters Score -2.314026e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11339 members 
Mstep: Class 3 contains 20583 members 
Mstep: Class 4 contains 156971 members 
Mstep: Class 5 contains 120128 members 
Mstep: Class 6 contains 3135 members 
Mstep: Class 7 contains 49417 members 
Mstep: Class 8 contains 16310 members 
Mstep: Class 10 contains 5808 members 
Mstep: Class 11 contains 4377 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39608 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6490 members 
Mstep: Class 20 contains 21966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140270.000000 Penalty: 31796.724609
Iteration 214Q: 16 clusters Score -2.314027e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11341 members 
Mstep: Class 3 contains 20571 members 
Mstep: Class 4 contains 156986 members 
Mstep: Class 5 contains 120169 members 
Mstep: Class 6 contains 3135 members 
Mstep: Class 7 contains 49403 members 
Mstep: Class 8 contains 16305 members 
Mstep: Class 10 contains 5787 members 
Mstep: Class 11 contains 4380 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39603 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6490 members 
Mstep: Class 20 contains 21962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140262.000000 Penalty: 31796.724609
Iteration 215Q: 16 clusters Score -2.314026e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11345 members 
Mstep: Class 3 contains 20557 members 
Mstep: Class 4 contains 156997 members 
Mstep: Class 5 contains 120213 members 
Mstep: Class 6 contains 3134 members 
Mstep: Class 7 contains 49393 members 
Mstep: Class 8 contains 16303 members 
Mstep: Class 10 contains 5767 members 
Mstep: Class 11 contains 4382 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39594 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6490 members 
Mstep: Class 20 contains 21957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140252.000000 Penalty: 31796.724609
Iteration 216Q: 16 clusters Score -2.314025e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11343 members 
Mstep: Class 3 contains 20543 members 
Mstep: Class 4 contains 157003 members 
Mstep: Class 5 contains 120272 members 
Mstep: Class 6 contains 3133 members 
Mstep: Class 7 contains 49372 members 
Mstep: Class 8 contains 16299 members 
Mstep: Class 10 contains 5760 members 
Mstep: Class 11 contains 4382 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39585 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6492 members 
Mstep: Class 20 contains 21948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140242.000000 Penalty: 31796.724609
Iteration 217Q: 16 clusters Score -2.314024e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11343 members 
Mstep: Class 3 contains 20528 members 
Mstep: Class 4 contains 157017 members 
Mstep: Class 5 contains 120320 members 
Mstep: Class 6 contains 3133 members 
Mstep: Class 7 contains 49354 members 
Mstep: Class 8 contains 16298 members 
Mstep: Class 10 contains 5751 members 
Mstep: Class 11 contains 4383 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39577 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6494 members 
Mstep: Class 20 contains 21934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140238.000000 Penalty: 31796.724609
Iteration 218Q: 16 clusters Score -2.314024e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11343 members 
Mstep: Class 3 contains 20517 members 
Mstep: Class 4 contains 157035 members 
Mstep: Class 5 contains 120372 members 
Mstep: Class 6 contains 3133 members 
Mstep: Class 7 contains 49330 members 
Mstep: Class 8 contains 16297 members 
Mstep: Class 10 contains 5736 members 
Mstep: Class 11 contains 4385 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39565 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6495 members 
Mstep: Class 20 contains 21924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140220.000000 Penalty: 31796.724609
Iteration 219Q: 16 clusters Score -2.314022e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 11344 members 
Mstep: Class 3 contains 20503 members 
Mstep: Class 4 contains 157044 members 
Mstep: Class 5 contains 120436 members 
Mstep: Class 6 contains 3132 members 
Mstep: Class 7 contains 49310 members 
Mstep: Class 8 contains 16294 members 
Mstep: Class 10 contains 5726 members 
Mstep: Class 11 contains 4385 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39556 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6495 members 
Mstep: Class 20 contains 21908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140256.000000 Penalty: 31796.724609
Iteration 220F: 16 clusters Score -2.314026e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 11345 members 
Mstep: Class 3 contains 20490 members 
Mstep: Class 4 contains 157053 members 
Mstep: Class 5 contains 120493 members 
Mstep: Class 6 contains 3132 members 
Mstep: Class 7 contains 49287 members 
Mstep: Class 8 contains 16295 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 4386 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39548 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6497 members 
Mstep: Class 20 contains 21891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140288.000000 Penalty: 31796.724609
Iteration 221Q: 16 clusters Score -2.314029e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 11345 members 
Mstep: Class 3 contains 20480 members 
Mstep: Class 4 contains 157061 members 
Mstep: Class 5 contains 120542 members 
Mstep: Class 6 contains 3133 members 
Mstep: Class 7 contains 49265 members 
Mstep: Class 8 contains 16292 members 
Mstep: Class 10 contains 5711 members 
Mstep: Class 11 contains 4386 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39538 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6499 members 
Mstep: Class 20 contains 21882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140312.000000 Penalty: 31796.724609
Iteration 222Q: 16 clusters Score -2.314031e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 11347 members 
Mstep: Class 3 contains 20475 members 
Mstep: Class 4 contains 157055 members 
Mstep: Class 5 contains 120592 members 
Mstep: Class 6 contains 3133 members 
Mstep: Class 7 contains 49253 members 
Mstep: Class 8 contains 16288 members 
Mstep: Class 10 contains 5708 members 
Mstep: Class 11 contains 4386 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39530 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6500 members 
Mstep: Class 20 contains 21867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140290.000000 Penalty: 31796.724609
Iteration 223Q: 16 clusters Score -2.314029e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 11348 members 
Mstep: Class 3 contains 20472 members 
Mstep: Class 4 contains 157053 members 
Mstep: Class 5 contains 120639 members 
Mstep: Class 6 contains 3132 members 
Mstep: Class 7 contains 49239 members 
Mstep: Class 8 contains 16286 members 
Mstep: Class 10 contains 5702 members 
Mstep: Class 11 contains 4384 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39521 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6502 members 
Mstep: Class 20 contains 21856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140282.000000 Penalty: 31796.724609
Iteration 224Q: 16 clusters Score -2.314028e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 11350 members 
Mstep: Class 3 contains 20468 members 
Mstep: Class 4 contains 157044 members 
Mstep: Class 5 contains 120695 members 
Mstep: Class 6 contains 3130 members 
Mstep: Class 7 contains 49223 members 
Mstep: Class 8 contains 16284 members 
Mstep: Class 10 contains 5697 members 
Mstep: Class 11 contains 4383 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39512 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6502 members 
Mstep: Class 20 contains 21846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140304.000000 Penalty: 31796.724609
Iteration 225Q: 16 clusters Score -2.31403e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 11350 members 
Mstep: Class 3 contains 20465 members 
Mstep: Class 4 contains 157036 members 
Mstep: Class 5 contains 120748 members 
Mstep: Class 6 contains 3125 members 
Mstep: Class 7 contains 49210 members 
Mstep: Class 8 contains 16283 members 
Mstep: Class 10 contains 5693 members 
Mstep: Class 11 contains 4383 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39502 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6502 members 
Mstep: Class 20 contains 21837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140302.000000 Penalty: 31796.724609
Iteration 226Q: 16 clusters Score -2.31403e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 11354 members 
Mstep: Class 3 contains 20464 members 
Mstep: Class 4 contains 157025 members 
Mstep: Class 5 contains 120807 members 
Mstep: Class 6 contains 3122 members 
Mstep: Class 7 contains 49189 members 
Mstep: Class 8 contains 16282 members 
Mstep: Class 10 contains 5684 members 
Mstep: Class 11 contains 4383 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39496 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6502 members 
Mstep: Class 20 contains 21826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140344.000000 Penalty: 31796.724609
Iteration 227Q: 16 clusters Score -2.314034e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 11358 members 
Mstep: Class 3 contains 20464 members 
Mstep: Class 4 contains 157010 members 
Mstep: Class 5 contains 120869 members 
Mstep: Class 6 contains 3119 members 
Mstep: Class 7 contains 49162 members 
Mstep: Class 8 contains 16280 members 
Mstep: Class 10 contains 5678 members 
Mstep: Class 11 contains 4383 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39493 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6502 members 
Mstep: Class 20 contains 21816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140346.000000 Penalty: 31796.724609
Iteration 228Q: 16 clusters Score -2.314035e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 11358 members 
Mstep: Class 3 contains 20462 members 
Mstep: Class 4 contains 157000 members 
Mstep: Class 5 contains 120930 members 
Mstep: Class 6 contains 3117 members 
Mstep: Class 7 contains 49141 members 
Mstep: Class 8 contains 16279 members 
Mstep: Class 10 contains 5676 members 
Mstep: Class 11 contains 4383 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39482 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6503 members 
Mstep: Class 20 contains 21803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140328.000000 Penalty: 31796.724609
Iteration 229Q: 16 clusters Score -2.314033e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 11357 members 
Mstep: Class 3 contains 20460 members 
Mstep: Class 4 contains 156994 members 
Mstep: Class 5 contains 120983 members 
Mstep: Class 6 contains 3116 members 
Mstep: Class 7 contains 49115 members 
Mstep: Class 8 contains 16277 members 
Mstep: Class 10 contains 5673 members 
Mstep: Class 11 contains 4384 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39477 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6504 members 
Mstep: Class 20 contains 21793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140338.000000 Penalty: 31796.724609
Iteration 230Q: 16 clusters Score -2.314034e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 11356 members 
Mstep: Class 3 contains 20458 members 
Mstep: Class 4 contains 156986 members 
Mstep: Class 5 contains 121032 members 
Mstep: Class 6 contains 3115 members 
Mstep: Class 7 contains 49102 members 
Mstep: Class 8 contains 16276 members 
Mstep: Class 10 contains 5671 members 
Mstep: Class 11 contains 4384 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39466 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6506 members 
Mstep: Class 20 contains 21781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140352.000000 Penalty: 31796.724609
Iteration 231Q: 16 clusters Score -2.314035e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 11356 members 
Mstep: Class 3 contains 20457 members 
Mstep: Class 4 contains 156975 members 
Mstep: Class 5 contains 121088 members 
Mstep: Class 6 contains 3114 members 
Mstep: Class 7 contains 49085 members 
Mstep: Class 8 contains 16276 members 
Mstep: Class 10 contains 5671 members 
Mstep: Class 11 contains 4384 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39459 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6506 members 
Mstep: Class 20 contains 21762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140402.000000 Penalty: 31796.724609
Iteration 232Q: 16 clusters Score -2.31404e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 11356 members 
Mstep: Class 3 contains 20455 members 
Mstep: Class 4 contains 156974 members 
Mstep: Class 5 contains 121134 members 
Mstep: Class 6 contains 3113 members 
Mstep: Class 7 contains 49069 members 
Mstep: Class 8 contains 16277 members 
Mstep: Class 10 contains 5671 members 
Mstep: Class 11 contains 4384 members 
Mstep: Class 14 contains 2308 members 
Mstep: Class 15 contains 39452 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6506 members 
Mstep: Class 20 contains 21741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140386.000000 Penalty: 31796.724609
Iteration 233Q: 16 clusters Score -2.314039e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 11357 members 
Mstep: Class 3 contains 20451 members 
Mstep: Class 4 contains 156976 members 
Mstep: Class 5 contains 121175 members 
Mstep: Class 6 contains 3112 members 
Mstep: Class 7 contains 49052 members 
Mstep: Class 8 contains 16276 members 
Mstep: Class 10 contains 5670 members 
Mstep: Class 11 contains 4384 members 
Mstep: Class 14 contains 2308 members 
Mstep: Class 15 contains 39446 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6506 members 
Mstep: Class 20 contains 21727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140428.000000 Penalty: 31796.724609
Iteration 234Q: 16 clusters Score -2.314043e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 11357 members 
Mstep: Class 3 contains 20442 members 
Mstep: Class 4 contains 156971 members 
Mstep: Class 5 contains 121228 members 
Mstep: Class 6 contains 3111 members 
Mstep: Class 7 contains 49038 members 
Mstep: Class 8 contains 16274 members 
Mstep: Class 10 contains 5669 members 
Mstep: Class 11 contains 4384 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 15 contains 39439 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6505 members 
Mstep: Class 20 contains 21713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140430.000000 Penalty: 31796.724609
Iteration 235Q: 16 clusters Score -2.314043e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 11358 members 
Mstep: Class 3 contains 20440 members 
Mstep: Class 4 contains 156970 members 
Mstep: Class 5 contains 121274 members 
Mstep: Class 6 contains 3109 members 
Mstep: Class 7 contains 49017 members 
Mstep: Class 8 contains 16273 members 
Mstep: Class 10 contains 5665 members 
Mstep: Class 11 contains 4384 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 15 contains 39436 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 19 contains 6504 members 
Mstep: Class 20 contains 21702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140454.000000 Penalty: 31796.724609
Iteration 236Q: 16 clusters Score -2.314045e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 11358 members 
Mstep: Class 3 contains 20436 members 
Mstep: Class 4 contains 156969 members 
Mstep: Class 5 contains 121325 members 
Mstep: Class 6 contains 3107 members 
Mstep: Class 7 contains 48989 members 
Mstep: Class 8 contains 16272 members 
Mstep: Class 10 contains 5663 members 
Mstep: Class 11 contains 4384 members 
Mstep: Class 14 contains 2308 members 
Mstep: Class 15 contains 39434 members 
Mstep: Class 17 contains 2673 members 
Mstep: Class 19 contains 6504 members 
Mstep: Class 20 contains 21693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140452.000000 Penalty: 31796.724609
Iteration 237Q: 16 clusters Score -2.314045e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 11358 members 
Mstep: Class 3 contains 20429 members 
Mstep: Class 4 contains 156976 members 
Mstep: Class 5 contains 121380 members 
Mstep: Class 6 contains 3107 members 
Mstep: Class 7 contains 48961 members 
Mstep: Class 8 contains 16272 members 
Mstep: Class 10 contains 5660 members 
Mstep: Class 11 contains 4384 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39428 members 
Mstep: Class 17 contains 2673 members 
Mstep: Class 19 contains 6504 members 
Mstep: Class 20 contains 21676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140450.000000 Penalty: 31796.724609
Iteration 238Q: 16 clusters Score -2.314045e+07 nChanged 80
Entering ConstructFrom: 
Score: -23140450.000000 Penalty: 31796.724609
Entering ConstructFrom: 
Trying to split cluster 1 (1574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Entering Unmasked Estep 
Score: -77774.750000 Penalty: 1196.223511
	Iteration 0F: 2 clusters Score -77774.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -75948.335938 Penalty: 2392.447021
	Iteration 0F: 3 clusters Score -75948.34 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -76292.625000 Penalty: 2392.447021
	Iteration 1F: 3 clusters Score -76292.62 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -76374.523438 Penalty: 2392.447021
	Iteration 2F: 3 clusters Score -76374.52 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -76421.734375 Penalty: 2392.447021
	Iteration 3Q: 3 clusters Score -76421.73 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -76450.109375 Penalty: 2392.447021
	Iteration 4Q: 3 clusters Score -76450.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -76472.984375 Penalty: 2392.447021
	Iteration 5Q: 3 clusters Score -76472.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -76490.570312 Penalty: 2392.447021
	Iteration 6Q: 3 clusters Score -76490.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -76503.351562 Penalty: 2392.447021
	Iteration 7Q: 3 clusters Score -76503.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -76507.523438 Penalty: 2392.447021
	Iteration 8Q: 3 clusters Score -76507.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -76510.390625 Penalty: 2392.447021
	Iteration 9Q: 3 clusters Score -76510.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -76511.664062 Penalty: 2392.447021
	Iteration 10Q: 3 clusters Score -76511.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -76513.640625 Penalty: 2392.447021
	Iteration 11Q: 3 clusters Score -76513.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -76515.210938 Penalty: 2392.447021
	Iteration 12Q: 3 clusters Score -76515.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -76516.140625 Penalty: 2392.447021
	Iteration 13Q: 3 clusters Score -76516.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -76517.125000 Penalty: 2392.447021
	Iteration 14Q: 3 clusters Score -76517.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -76519.187500 Penalty: 2392.447021
	Iteration 15Q: 3 clusters Score -76519.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -76520.640625 Penalty: 2392.447021
	Iteration 16Q: 3 clusters Score -76520.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -76522.960938 Penalty: 2392.447021
	Iteration 17Q: 3 clusters Score -76522.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -76525.242188 Penalty: 2392.447021
	Iteration 18Q: 3 clusters Score -76525.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -76527.328125 Penalty: 2392.447021
	Iteration 19Q: 3 clusters Score -76527.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -76528.851562 Penalty: 2392.447021
	Iteration 20F: 3 clusters Score -76528.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -76530.148438 Penalty: 2392.447021
	Iteration 21Q: 3 clusters Score -76530.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -76531.218750 Penalty: 2392.447021
	Iteration 22Q: 3 clusters Score -76531.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -76532.046875 Penalty: 2392.447021
	Iteration 23Q: 3 clusters Score -76532.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -76533.359375 Penalty: 2392.447021
	Iteration 24Q: 3 clusters Score -76533.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -76534.210938 Penalty: 2392.447021
	Iteration 25Q: 3 clusters Score -76534.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -76534.750000 Penalty: 2392.447021
	Iteration 26Q: 3 clusters Score -76534.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -76534.750000 Penalty: 2392.447021
	Iteration 27F: 3 clusters Score -76534.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Entering Unmasked Estep 
Score: -557569.312500 Penalty: 1517.386963
	Iteration 0F: 2 clusters Score -557569.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -549507.750000 Penalty: 3034.773926
	Iteration 0F: 3 clusters Score -549507.8 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -552230.812500 Penalty: 3034.773926
	Iteration 1F: 3 clusters Score -552230.8 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -552690.187500 Penalty: 3034.773926
	Iteration 2F: 3 clusters Score -552690.2 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -553413.375000 Penalty: 3034.773926
	Iteration 3F: 3 clusters Score -553413.4 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -554356.875000 Penalty: 3034.773926
	Iteration 4F: 3 clusters Score -554356.9 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -555376.687500 Penalty: 3034.773926
	Iteration 5F: 3 clusters Score -555376.7 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -556331.812500 Penalty: 3034.773926
	Iteration 6F: 3 clusters Score -556331.8 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -556944.125000 Penalty: 3034.773926
	Iteration 7F: 3 clusters Score -556944.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -557230.937500 Penalty: 3034.773926
	Iteration 8Q: 3 clusters Score -557230.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -557357.312500 Penalty: 3034.773926
	Iteration 9Q: 3 clusters Score -557357.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -557425.062500 Penalty: 3034.773926
	Iteration 10Q: 3 clusters Score -557425.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -557468.312500 Penalty: 3034.773926
	Iteration 11Q: 3 clusters Score -557468.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -557496.375000 Penalty: 3034.773926
	Iteration 12Q: 3 clusters Score -557496.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -557515.125000 Penalty: 3034.773926
	Iteration 13Q: 3 clusters Score -557515.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -557526.562500 Penalty: 3034.773926
	Iteration 14Q: 3 clusters Score -557526.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -557534.250000 Penalty: 3034.773926
	Iteration 15Q: 3 clusters Score -557534.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -557541.562500 Penalty: 3034.773926
	Iteration 16Q: 3 clusters Score -557541.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -557546.750000 Penalty: 3034.773926
	Iteration 17Q: 3 clusters Score -557546.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -557555.187500 Penalty: 3034.773926
	Iteration 18Q: 3 clusters Score -557555.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -557565.125000 Penalty: 3034.773926
	Iteration 19Q: 3 clusters Score -557565.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -557572.312500 Penalty: 3034.773926
	Iteration 20F: 3 clusters Score -557572.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -557578.187500 Penalty: 3034.773926
	Iteration 21Q: 3 clusters Score -557578.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -557587.000000 Penalty: 3034.773926
	Iteration 22Q: 3 clusters Score -557587 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -557594.250000 Penalty: 3034.773926
	Iteration 23Q: 3 clusters Score -557594.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -557599.500000 Penalty: 3034.773926
	Iteration 24Q: 3 clusters Score -557599.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -557606.625000 Penalty: 3034.773926
	Iteration 25Q: 3 clusters Score -557606.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -557609.312500 Penalty: 3034.773926
	Iteration 26Q: 3 clusters Score -557609.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -557610.500000 Penalty: 3034.773926
	Iteration 27Q: 3 clusters Score -557610.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -557614.187500 Penalty: 3034.773926
	Iteration 28Q: 3 clusters Score -557614.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -557616.437500 Penalty: 3034.773926
	Iteration 29Q: 3 clusters Score -557616.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -557618.750000 Penalty: 3034.773926
	Iteration 30Q: 3 clusters Score -557618.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -557619.000000 Penalty: 3034.773926
	Iteration 31Q: 3 clusters Score -557619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -557620.000000 Penalty: 3034.773926
	Iteration 32Q: 3 clusters Score -557620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -557624.625000 Penalty: 3034.773926
	Iteration 33Q: 3 clusters Score -557624.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -557627.375000 Penalty: 3034.773926
	Iteration 34Q: 3 clusters Score -557627.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -557629.125000 Penalty: 3034.773926
	Iteration 35Q: 3 clusters Score -557629.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -557631.437500 Penalty: 3034.773926
	Iteration 36Q: 3 clusters Score -557631.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -557632.250000 Penalty: 3034.773926
	Iteration 37Q: 3 clusters Score -557632.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -557631.875000 Penalty: 3034.773926
	Iteration 38Q: 3 clusters Score -557631.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -557631.875000 Penalty: 3034.773926
	Iteration 39F: 3 clusters Score -557631.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1566 members 
Mstep: Class 3 contains 20419 members 
Mstep: Class 4 contains 156977 members 
Mstep: Class 5 contains 121433 members 
Mstep: Class 6 contains 3103 members 
Mstep: Class 7 contains 48932 members 
Mstep: Class 8 contains 16271 members 
Mstep: Class 9 contains 9793 members 
Mstep: Class 10 contains 5658 members 
Mstep: Class 11 contains 4385 members 
Mstep: Class 14 contains 2305 members 
Mstep: Class 15 contains 39425 members 
Mstep: Class 17 contains 2673 members 
Mstep: Class 19 contains 6504 members 
Mstep: Class 20 contains 21671 members 
Entering Unmasked Estep 
Score: -23139842.000000 Penalty: 33916.507812
Splitting cluster 2 changes total score from -23140450.000000 to -23139842.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (20419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Entering Unmasked Estep 
Score: -1097233.875000 Penalty: 1612.685913
	Iteration 0F: 2 clusters Score -1097234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1083353.875000 Penalty: 3225.371826
	Iteration 0F: 3 clusters Score -1083354 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1088353.375000 Penalty: 3225.371826
	Iteration 1F: 3 clusters Score -1088353 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1088756.750000 Penalty: 3225.371826
	Iteration 2F: 3 clusters Score -1088757 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1089209.875000 Penalty: 3225.371826
	Iteration 3F: 3 clusters Score -1089210 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1089790.875000 Penalty: 3225.371826
	Iteration 4F: 3 clusters Score -1089791 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1090509.750000 Penalty: 3225.371826
	Iteration 5F: 3 clusters Score -1090510 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1091460.750000 Penalty: 3225.371826
	Iteration 6F: 3 clusters Score -1091461 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1092635.625000 Penalty: 3225.371826
	Iteration 7F: 3 clusters Score -1092636 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1093827.125000 Penalty: 3225.371826
	Iteration 8F: 3 clusters Score -1093827 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1094786.125000 Penalty: 3225.371826
	Iteration 9Q: 3 clusters Score -1094786 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1095353.000000 Penalty: 3225.371826
	Iteration 10Q: 3 clusters Score -1095353 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1095616.500000 Penalty: 3225.371826
	Iteration 11Q: 3 clusters Score -1095616 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1095713.625000 Penalty: 3225.371826
	Iteration 12Q: 3 clusters Score -1095714 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1095775.625000 Penalty: 3225.371826
	Iteration 13Q: 3 clusters Score -1095776 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1095811.000000 Penalty: 3225.371826
	Iteration 14Q: 3 clusters Score -1095811 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1095831.875000 Penalty: 3225.371826
	Iteration 15Q: 3 clusters Score -1095832 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1095855.375000 Penalty: 3225.371826
	Iteration 16Q: 3 clusters Score -1095855 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1095872.875000 Penalty: 3225.371826
	Iteration 17Q: 3 clusters Score -1095873 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1095885.125000 Penalty: 3225.371826
	Iteration 18Q: 3 clusters Score -1095885 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1095891.250000 Penalty: 3225.371826
	Iteration 19Q: 3 clusters Score -1095891 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1095901.375000 Penalty: 3225.371826
	Iteration 20F: 3 clusters Score -1095901 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1095909.250000 Penalty: 3225.371826
	Iteration 21Q: 3 clusters Score -1095909 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1095917.250000 Penalty: 3225.371826
	Iteration 22Q: 3 clusters Score -1095917 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1095919.500000 Penalty: 3225.371826
	Iteration 23Q: 3 clusters Score -1095920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1095923.875000 Penalty: 3225.371826
	Iteration 24Q: 3 clusters Score -1095924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1095929.000000 Penalty: 3225.371826
	Iteration 25Q: 3 clusters Score -1095929 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1095936.625000 Penalty: 3225.371826
	Iteration 26Q: 3 clusters Score -1095937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1095940.375000 Penalty: 3225.371826
	Iteration 27Q: 3 clusters Score -1095940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1095944.500000 Penalty: 3225.371826
	Iteration 28Q: 3 clusters Score -1095944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1095945.500000 Penalty: 3225.371826
	Iteration 29Q: 3 clusters Score -1095946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1095946.500000 Penalty: 3225.371826
	Iteration 30Q: 3 clusters Score -1095946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1095949.125000 Penalty: 3225.371826
	Iteration 31Q: 3 clusters Score -1095949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1095954.000000 Penalty: 3225.371826
	Iteration 32Q: 3 clusters Score -1095954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1095952.875000 Penalty: 3225.371826
	Iteration 33Q: 3 clusters Score -1095953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1095952.875000 Penalty: 3225.371826
	Iteration 34Q: 3 clusters Score -1095953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1095953.625000 Penalty: 3225.371826
	Iteration 35Q: 3 clusters Score -1095954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1095955.750000 Penalty: 3225.371826
	Iteration 36Q: 3 clusters Score -1095956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1095957.875000 Penalty: 3225.371826
	Iteration 37Q: 3 clusters Score -1095958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1095955.375000 Penalty: 3225.371826
	Iteration 38Q: 3 clusters Score -1095955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1095955.500000 Penalty: 3225.371826
	Iteration 39Q: 3 clusters Score -1095956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1095958.625000 Penalty: 3225.371826
	Iteration 40F: 3 clusters Score -1095959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1095958.625000 Penalty: 3225.371826
	Iteration 41Q: 3 clusters Score -1095959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1095958.625000 Penalty: 3225.371826
	Iteration 42F: 3 clusters Score -1095959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (156977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156977 members 
Entering Unmasked Estep 
Score: -8167921.500000 Penalty: 1944.126343
	Iteration 0F: 2 clusters Score -8167922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78260 members 
Mstep: Class 2 contains 78717 members 
Entering Unmasked Estep 
Score: -8062597.500000 Penalty: 3888.252686
	Iteration 0F: 3 clusters Score -8062598 nChanged 75866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72514 members 
Mstep: Class 2 contains 84463 members 
Entering Unmasked Estep 
Score: -8107415.500000 Penalty: 3888.252686
	Iteration 1F: 3 clusters Score -8107416 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68680 members 
Mstep: Class 2 contains 88297 members 
Entering Unmasked Estep 
Score: -8109107.000000 Penalty: 3888.252686
	Iteration 2Q: 3 clusters Score -8109107 nChanged 7172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62804 members 
Mstep: Class 2 contains 94173 members 
Entering Unmasked Estep 
Score: -8112025.500000 Penalty: 3888.252686
	Iteration 3Q: 3 clusters Score -8112026 nChanged 9747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54087 members 
Mstep: Class 2 contains 102890 members 
Entering Unmasked Estep 
Score: -8117619.500000 Penalty: 3888.252686
	Iteration 4F: 3 clusters Score -8117620 nChanged 12437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 114605 members 
Entering Unmasked Estep 
Score: -8127125.500000 Penalty: 3888.252686
	Iteration 5F: 3 clusters Score -8127126 nChanged 13732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 127981 members 
Entering Unmasked Estep 
Score: -8139600.000000 Penalty: 3888.252686
	Iteration 6F: 3 clusters Score -8139600 nChanged 11751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 139606 members 
Entering Unmasked Estep 
Score: -8151516.000000 Penalty: 3888.252686
	Iteration 7F: 3 clusters Score -8151516 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 146932 members 
Entering Unmasked Estep 
Score: -8159065.000000 Penalty: 3888.252686
	Iteration 8Q: 3 clusters Score -8159065 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 150599 members 
Entering Unmasked Estep 
Score: -8162833.500000 Penalty: 3888.252686
	Iteration 9Q: 3 clusters Score -8162834 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 152241 members 
Entering Unmasked Estep 
Score: -8164376.000000 Penalty: 3888.252686
	Iteration 10Q: 3 clusters Score -8164376 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 153171 members 
Entering Unmasked Estep 
Score: -8165111.500000 Penalty: 3888.252686
	Iteration 11Q: 3 clusters Score -8165112 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 153779 members 
Entering Unmasked Estep 
Score: -8165499.500000 Penalty: 3888.252686
	Iteration 12Q: 3 clusters Score -8165500 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 154226 members 
Entering Unmasked Estep 
Score: -8165757.500000 Penalty: 3888.252686
	Iteration 13Q: 3 clusters Score -8165758 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 154509 members 
Entering Unmasked Estep 
Score: -8165888.500000 Penalty: 3888.252686
	Iteration 14Q: 3 clusters Score -8165888 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 154750 members 
Entering Unmasked Estep 
Score: -8166018.000000 Penalty: 3888.252686
	Iteration 15Q: 3 clusters Score -8166018 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 154921 members 
Entering Unmasked Estep 
Score: -8166098.000000 Penalty: 3888.252686
	Iteration 16Q: 3 clusters Score -8166098 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 155046 members 
Entering Unmasked Estep 
Score: -8166136.000000 Penalty: 3888.252686
	Iteration 17Q: 3 clusters Score -8166136 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 155145 members 
Entering Unmasked Estep 
Score: -8166143.000000 Penalty: 3888.252686
	Iteration 18Q: 3 clusters Score -8166143 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 155241 members 
Entering Unmasked Estep 
Score: -8166152.000000 Penalty: 3888.252686
	Iteration 19Q: 3 clusters Score -8166152 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 155319 members 
Entering Unmasked Estep 
Score: -8166163.500000 Penalty: 3888.252686
	Iteration 20F: 3 clusters Score -8166164 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 155375 members 
Entering Unmasked Estep 
Score: -8166183.000000 Penalty: 3888.252686
	Iteration 21Q: 3 clusters Score -8166183 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 155424 members 
Entering Unmasked Estep 
Score: -8166202.000000 Penalty: 3888.252686
	Iteration 22Q: 3 clusters Score -8166202 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 155475 members 
Entering Unmasked Estep 
Score: -8166205.000000 Penalty: 3888.252686
	Iteration 23Q: 3 clusters Score -8166205 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 155525 members 
Entering Unmasked Estep 
Score: -8166201.500000 Penalty: 3888.252686
	Iteration 24Q: 3 clusters Score -8166202 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 155561 members 
Entering Unmasked Estep 
Score: -8166225.500000 Penalty: 3888.252686
	Iteration 25Q: 3 clusters Score -8166226 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 155601 members 
Entering Unmasked Estep 
Score: -8166250.000000 Penalty: 3888.252686
	Iteration 26Q: 3 clusters Score -8166250 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 155632 members 
Entering Unmasked Estep 
Score: -8166262.500000 Penalty: 3888.252686
	Iteration 27Q: 3 clusters Score -8166262 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 155664 members 
Entering Unmasked Estep 
Score: -8166261.000000 Penalty: 3888.252686
	Iteration 28Q: 3 clusters Score -8166261 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 155692 members 
Entering Unmasked Estep 
Score: -8166253.500000 Penalty: 3888.252686
	Iteration 29Q: 3 clusters Score -8166254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 155711 members 
Entering Unmasked Estep 
Score: -8166264.000000 Penalty: 3888.252686
	Iteration 30Q: 3 clusters Score -8166264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 155730 members 
Entering Unmasked Estep 
Score: -8166266.500000 Penalty: 3888.252686
	Iteration 31Q: 3 clusters Score -8166266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 155748 members 
Entering Unmasked Estep 
Score: -8166274.000000 Penalty: 3888.252686
	Iteration 32Q: 3 clusters Score -8166274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 155766 members 
Entering Unmasked Estep 
Score: -8166279.500000 Penalty: 3888.252686
	Iteration 33Q: 3 clusters Score -8166280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 155789 members 
Entering Unmasked Estep 
Score: -8166290.500000 Penalty: 3888.252686
	Iteration 34Q: 3 clusters Score -8166290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 155807 members 
Entering Unmasked Estep 
Score: -8166292.000000 Penalty: 3888.252686
	Iteration 35Q: 3 clusters Score -8166292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 155822 members 
Entering Unmasked Estep 
Score: -8166286.500000 Penalty: 3888.252686
	Iteration 36Q: 3 clusters Score -8166286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 155844 members 
Entering Unmasked Estep 
Score: -8166296.500000 Penalty: 3888.252686
	Iteration 37Q: 3 clusters Score -8166296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 155854 members 
Entering Unmasked Estep 
Score: -8166293.000000 Penalty: 3888.252686
	Iteration 38Q: 3 clusters Score -8166293 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 155869 members 
Entering Unmasked Estep 
Score: -8166298.500000 Penalty: 3888.252686
	Iteration 39Q: 3 clusters Score -8166298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 155882 members 
Entering Unmasked Estep 
Score: -8166306.000000 Penalty: 3888.252686
	Iteration 40F: 3 clusters Score -8166306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 155897 members 
Entering Unmasked Estep 
Score: -8166315.000000 Penalty: 3888.252686
	Iteration 41Q: 3 clusters Score -8166315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 155909 members 
Entering Unmasked Estep 
Score: -8166317.500000 Penalty: 3888.252686
	Iteration 42Q: 3 clusters Score -8166318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 155921 members 
Entering Unmasked Estep 
Score: -8166328.500000 Penalty: 3888.252686
	Iteration 43Q: 3 clusters Score -8166328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 155931 members 
Entering Unmasked Estep 
Score: -8166330.000000 Penalty: 3888.252686
	Iteration 44Q: 3 clusters Score -8166330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 155937 members 
Entering Unmasked Estep 
Score: -8166327.500000 Penalty: 3888.252686
	Iteration 45Q: 3 clusters Score -8166328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 155940 members 
Entering Unmasked Estep 
Score: -8166326.500000 Penalty: 3888.252686
	Iteration 46Q: 3 clusters Score -8166326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 155946 members 
Entering Unmasked Estep 
Score: -8166330.000000 Penalty: 3888.252686
	Iteration 47Q: 3 clusters Score -8166330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 155949 members 
Entering Unmasked Estep 
Score: -8166329.000000 Penalty: 3888.252686
	Iteration 48Q: 3 clusters Score -8166329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 155950 members 
Entering Unmasked Estep 
Score: -8166337.000000 Penalty: 3888.252686
	Iteration 49Q: 3 clusters Score -8166337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 155951 members 
Entering Unmasked Estep 
Score: -8166332.000000 Penalty: 3888.252686
	Iteration 50Q: 3 clusters Score -8166332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 155952 members 
Entering Unmasked Estep 
Score: -8166328.500000 Penalty: 3888.252686
	Iteration 51Q: 3 clusters Score -8166328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 155955 members 
Entering Unmasked Estep 
Score: -8166334.000000 Penalty: 3888.252686
	Iteration 52Q: 3 clusters Score -8166334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 155959 members 
Entering Unmasked Estep 
Score: -8166332.000000 Penalty: 3888.252686
	Iteration 53Q: 3 clusters Score -8166332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 155960 members 
Entering Unmasked Estep 
Score: -8166330.000000 Penalty: 3888.252686
	Iteration 54Q: 3 clusters Score -8166330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 155961 members 
Entering Unmasked Estep 
Score: -8166326.500000 Penalty: 3888.252686
	Iteration 55Q: 3 clusters Score -8166326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 155961 members 
Entering Unmasked Estep 
Score: -8166326.500000 Penalty: 3888.252686
	Iteration 56F: 3 clusters Score -8166326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (121433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121433 members 
Entering Unmasked Estep 
Score: -6214137.500000 Penalty: 1902.406738
	Iteration 0F: 2 clusters Score -6214138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60792 members 
Mstep: Class 2 contains 60641 members 
Entering Unmasked Estep 
Score: -6132853.000000 Penalty: 3804.813477
	Iteration 0F: 3 clusters Score -6132853 nChanged 58370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62588 members 
Mstep: Class 2 contains 58845 members 
Entering Unmasked Estep 
Score: -6166600.000000 Penalty: 3804.813477
	Iteration 1F: 3 clusters Score -6166600 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63583 members 
Mstep: Class 2 contains 57850 members 
Entering Unmasked Estep 
Score: -6167166.000000 Penalty: 3804.813477
	Iteration 2Q: 3 clusters Score -6167166 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65027 members 
Mstep: Class 2 contains 56406 members 
Entering Unmasked Estep 
Score: -6167872.500000 Penalty: 3804.813477
	Iteration 3Q: 3 clusters Score -6167872 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67302 members 
Mstep: Class 2 contains 54131 members 
Entering Unmasked Estep 
Score: -6168970.500000 Penalty: 3804.813477
	Iteration 4Q: 3 clusters Score -6168970 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70686 members 
Mstep: Class 2 contains 50747 members 
Entering Unmasked Estep 
Score: -6170684.000000 Penalty: 3804.813477
	Iteration 5Q: 3 clusters Score -6170684 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75731 members 
Mstep: Class 2 contains 45702 members 
Entering Unmasked Estep 
Score: -6173551.500000 Penalty: 3804.813477
	Iteration 6Q: 3 clusters Score -6173552 nChanged 7538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82707 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -6178182.500000 Penalty: 3804.813477
	Iteration 7F: 3 clusters Score -6178182 nChanged 9177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91544 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -6185148.500000 Penalty: 3804.813477
	Iteration 8F: 3 clusters Score -6185148 nChanged 9713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101113 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -6193844.500000 Penalty: 3804.813477
	Iteration 9F: 3 clusters Score -6193844 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109166 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -6201778.000000 Penalty: 3804.813477
	Iteration 10F: 3 clusters Score -6201778 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114297 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -6207147.500000 Penalty: 3804.813477
	Iteration 11Q: 3 clusters Score -6207148 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116800 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -6209867.500000 Penalty: 3804.813477
	Iteration 12Q: 3 clusters Score -6209868 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117985 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -6211015.000000 Penalty: 3804.813477
	Iteration 13Q: 3 clusters Score -6211015 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118636 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -6211521.500000 Penalty: 3804.813477
	Iteration 14Q: 3 clusters Score -6211522 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119095 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -6211843.000000 Penalty: 3804.813477
	Iteration 15Q: 3 clusters Score -6211843 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119391 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -6212016.500000 Penalty: 3804.813477
	Iteration 16Q: 3 clusters Score -6212016 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119628 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -6212149.000000 Penalty: 3804.813477
	Iteration 17Q: 3 clusters Score -6212149 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119810 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6212217.000000 Penalty: 3804.813477
	Iteration 18Q: 3 clusters Score -6212217 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119935 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -6212262.000000 Penalty: 3804.813477
	Iteration 19Q: 3 clusters Score -6212262 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120038 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -6212307.500000 Penalty: 3804.813477
	Iteration 20F: 3 clusters Score -6212308 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120120 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -6212346.500000 Penalty: 3804.813477
	Iteration 21Q: 3 clusters Score -6212346 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120187 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -6212380.500000 Penalty: 3804.813477
	Iteration 22Q: 3 clusters Score -6212380 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120251 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -6212441.000000 Penalty: 3804.813477
	Iteration 23Q: 3 clusters Score -6212441 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120316 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6212459.500000 Penalty: 3804.813477
	Iteration 24Q: 3 clusters Score -6212460 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120380 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -6212499.500000 Penalty: 3804.813477
	Iteration 25Q: 3 clusters Score -6212500 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120425 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -6212509.500000 Penalty: 3804.813477
	Iteration 26Q: 3 clusters Score -6212510 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120454 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -6212539.000000 Penalty: 3804.813477
	Iteration 27Q: 3 clusters Score -6212539 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120486 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6212544.000000 Penalty: 3804.813477
	Iteration 28Q: 3 clusters Score -6212544 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120520 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -6212569.500000 Penalty: 3804.813477
	Iteration 29Q: 3 clusters Score -6212570 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120541 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6212582.000000 Penalty: 3804.813477
	Iteration 30Q: 3 clusters Score -6212582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120558 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -6212595.000000 Penalty: 3804.813477
	Iteration 31Q: 3 clusters Score -6212595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120572 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6212603.000000 Penalty: 3804.813477
	Iteration 32Q: 3 clusters Score -6212603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120587 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6212606.000000 Penalty: 3804.813477
	Iteration 33Q: 3 clusters Score -6212606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120594 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -6212604.000000 Penalty: 3804.813477
	Iteration 34Q: 3 clusters Score -6212604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120603 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6212605.500000 Penalty: 3804.813477
	Iteration 35Q: 3 clusters Score -6212606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120614 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -6212614.500000 Penalty: 3804.813477
	Iteration 36Q: 3 clusters Score -6212614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120624 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6212628.000000 Penalty: 3804.813477
	Iteration 37Q: 3 clusters Score -6212628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120633 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6212627.000000 Penalty: 3804.813477
	Iteration 38Q: 3 clusters Score -6212627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120641 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -6212618.000000 Penalty: 3804.813477
	Iteration 39Q: 3 clusters Score -6212618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120647 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -6212622.500000 Penalty: 3804.813477
	Iteration 40F: 3 clusters Score -6212622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120651 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -6212628.500000 Penalty: 3804.813477
	Iteration 41Q: 3 clusters Score -6212628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120656 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -6212634.500000 Penalty: 3804.813477
	Iteration 42Q: 3 clusters Score -6212634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120661 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -6212632.500000 Penalty: 3804.813477
	Iteration 43Q: 3 clusters Score -6212632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120663 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -6212632.500000 Penalty: 3804.813477
	Iteration 44Q: 3 clusters Score -6212632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120663 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -6212632.500000 Penalty: 3804.813477
	Iteration 45F: 3 clusters Score -6212632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Entering Unmasked Estep 
Score: -159605.750000 Penalty: 1306.520264
	Iteration 0F: 2 clusters Score -159605.8 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 1561 members 
Entering Unmasked Estep 
Score: -156827.109375 Penalty: 2613.040527
	Iteration 0F: 3 clusters Score -156827.1 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -157460.406250 Penalty: 2613.040527
	Iteration 1F: 3 clusters Score -157460.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -157597.343750 Penalty: 2613.040527
	Iteration 2F: 3 clusters Score -157597.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -157677.843750 Penalty: 2613.040527
	Iteration 3F: 3 clusters Score -157677.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -157722.484375 Penalty: 2613.040527
	Iteration 4Q: 3 clusters Score -157722.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -157766.343750 Penalty: 2613.040527
	Iteration 5Q: 3 clusters Score -157766.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -157796.718750 Penalty: 2613.040527
	Iteration 6Q: 3 clusters Score -157796.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -157816.546875 Penalty: 2613.040527
	Iteration 7Q: 3 clusters Score -157816.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -157835.031250 Penalty: 2613.040527
	Iteration 8Q: 3 clusters Score -157835 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -157857.796875 Penalty: 2613.040527
	Iteration 9Q: 3 clusters Score -157857.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -157878.765625 Penalty: 2613.040527
	Iteration 10Q: 3 clusters Score -157878.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -157893.593750 Penalty: 2613.040527
	Iteration 11Q: 3 clusters Score -157893.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -157910.515625 Penalty: 2613.040527
	Iteration 12Q: 3 clusters Score -157910.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -157924.453125 Penalty: 2613.040527
	Iteration 13Q: 3 clusters Score -157924.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -157940.171875 Penalty: 2613.040527
	Iteration 14Q: 3 clusters Score -157940.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -157955.937500 Penalty: 2613.040527
	Iteration 15Q: 3 clusters Score -157955.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -157977.703125 Penalty: 2613.040527
	Iteration 16Q: 3 clusters Score -157977.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -157998.312500 Penalty: 2613.040527
	Iteration 17Q: 3 clusters Score -157998.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -158013.203125 Penalty: 2613.040527
	Iteration 18Q: 3 clusters Score -158013.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -158025.062500 Penalty: 2613.040527
	Iteration 19Q: 3 clusters Score -158025.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -158038.984375 Penalty: 2613.040527
	Iteration 20F: 3 clusters Score -158039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -158048.218750 Penalty: 2613.040527
	Iteration 21Q: 3 clusters Score -158048.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -158055.171875 Penalty: 2613.040527
	Iteration 22Q: 3 clusters Score -158055.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -158059.656250 Penalty: 2613.040527
	Iteration 23Q: 3 clusters Score -158059.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -158064.062500 Penalty: 2613.040527
	Iteration 24Q: 3 clusters Score -158064.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -158067.296875 Penalty: 2613.040527
	Iteration 25Q: 3 clusters Score -158067.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -158069.484375 Penalty: 2613.040527
	Iteration 26Q: 3 clusters Score -158069.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -158071.875000 Penalty: 2613.040527
	Iteration 27Q: 3 clusters Score -158071.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -158073.625000 Penalty: 2613.040527
	Iteration 28Q: 3 clusters Score -158073.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -158074.640625 Penalty: 2613.040527
	Iteration 29Q: 3 clusters Score -158074.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -158075.343750 Penalty: 2613.040527
	Iteration 30Q: 3 clusters Score -158075.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -158076.156250 Penalty: 2613.040527
	Iteration 31Q: 3 clusters Score -158076.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -158077.218750 Penalty: 2613.040527
	Iteration 32Q: 3 clusters Score -158077.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -158078.281250 Penalty: 2613.040527
	Iteration 33Q: 3 clusters Score -158078.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -158078.921875 Penalty: 2613.040527
	Iteration 34Q: 3 clusters Score -158078.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -158079.234375 Penalty: 2613.040527
	Iteration 35Q: 3 clusters Score -158079.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -158079.234375 Penalty: 2613.040527
	Iteration 36F: 3 clusters Score -158079.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (48932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48932 members 
Entering Unmasked Estep 
Score: -2568707.750000 Penalty: 1754.705444
	Iteration 0F: 2 clusters Score -2568708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -2536008.500000 Penalty: 3509.410889
	Iteration 0F: 3 clusters Score -2536008 nChanged 22956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -2548862.250000 Penalty: 3509.410889
	Iteration 1F: 3 clusters Score -2548862 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -2549354.250000 Penalty: 3509.410889
	Iteration 2Q: 3 clusters Score -2549354 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -2549863.250000 Penalty: 3509.410889
	Iteration 3Q: 3 clusters Score -2549863 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -2550451.000000 Penalty: 3509.410889
	Iteration 4Q: 3 clusters Score -2550451 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -2551201.500000 Penalty: 3509.410889
	Iteration 5Q: 3 clusters Score -2551202 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -2552324.000000 Penalty: 3509.410889
	Iteration 6Q: 3 clusters Score -2552324 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -2554011.000000 Penalty: 3509.410889
	Iteration 7F: 3 clusters Score -2554011 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -2556209.500000 Penalty: 3509.410889
	Iteration 8F: 3 clusters Score -2556210 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -2558364.750000 Penalty: 3509.410889
	Iteration 9F: 3 clusters Score -2558365 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -2559777.500000 Penalty: 3509.410889
	Iteration 10F: 3 clusters Score -2559778 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -2560473.750000 Penalty: 3509.410889
	Iteration 11Q: 3 clusters Score -2560474 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -2560958.000000 Penalty: 3509.410889
	Iteration 12Q: 3 clusters Score -2560958 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -2561446.750000 Penalty: 3509.410889
	Iteration 13Q: 3 clusters Score -2561447 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -2562053.250000 Penalty: 3509.410889
	Iteration 14Q: 3 clusters Score -2562053 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -2562758.750000 Penalty: 3509.410889
	Iteration 15Q: 3 clusters Score -2562759 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -2563587.000000 Penalty: 3509.410889
	Iteration 16Q: 3 clusters Score -2563587 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -2564644.750000 Penalty: 3509.410889
	Iteration 17Q: 3 clusters Score -2564645 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -2565778.750000 Penalty: 3509.410889
	Iteration 18Q: 3 clusters Score -2565779 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -2566809.500000 Penalty: 3509.410889
	Iteration 19Q: 3 clusters Score -2566810 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -2567512.500000 Penalty: 3509.410889
	Iteration 20F: 3 clusters Score -2567512 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -2567944.750000 Penalty: 3509.410889
	Iteration 21Q: 3 clusters Score -2567945 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -2568174.500000 Penalty: 3509.410889
	Iteration 22Q: 3 clusters Score -2568174 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -2568316.250000 Penalty: 3509.410889
	Iteration 23Q: 3 clusters Score -2568316 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -2568381.750000 Penalty: 3509.410889
	Iteration 24Q: 3 clusters Score -2568382 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -2568429.750000 Penalty: 3509.410889
	Iteration 25Q: 3 clusters Score -2568430 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -2568451.250000 Penalty: 3509.410889
	Iteration 26Q: 3 clusters Score -2568451 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -2568486.500000 Penalty: 3509.410889
	Iteration 27Q: 3 clusters Score -2568486 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -2568498.750000 Penalty: 3509.410889
	Iteration 28Q: 3 clusters Score -2568499 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -2568511.500000 Penalty: 3509.410889
	Iteration 29Q: 3 clusters Score -2568512 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -2568502.500000 Penalty: 3509.410889
	Iteration 30Q: 3 clusters Score -2568502 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -2568518.000000 Penalty: 3509.410889
	Iteration 31Q: 3 clusters Score -2568518 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -2568513.250000 Penalty: 3509.410889
	Iteration 32Q: 3 clusters Score -2568513 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -2568511.750000 Penalty: 3509.410889
	Iteration 33Q: 3 clusters Score -2568512 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -2568518.250000 Penalty: 3509.410889
	Iteration 34Q: 3 clusters Score -2568518 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -2568515.000000 Penalty: 3509.410889
	Iteration 35Q: 3 clusters Score -2568515 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -2568517.750000 Penalty: 3509.410889
	Iteration 36Q: 3 clusters Score -2568518 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -2568518.750000 Penalty: 3509.410889
	Iteration 37Q: 3 clusters Score -2568519 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -2568526.250000 Penalty: 3509.410889
	Iteration 38Q: 3 clusters Score -2568526 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -2568529.750000 Penalty: 3509.410889
	Iteration 39Q: 3 clusters Score -2568530 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -2568536.000000 Penalty: 3509.410889
	Iteration 40F: 3 clusters Score -2568536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -2568536.250000 Penalty: 3509.410889
	Iteration 41Q: 3 clusters Score -2568536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -2568540.250000 Penalty: 3509.410889
	Iteration 42Q: 3 clusters Score -2568540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -2568537.000000 Penalty: 3509.410889
	Iteration 43Q: 3 clusters Score -2568537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -2568545.250000 Penalty: 3509.410889
	Iteration 44Q: 3 clusters Score -2568545 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -2568540.500000 Penalty: 3509.410889
	Iteration 45Q: 3 clusters Score -2568540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -2568542.500000 Penalty: 3509.410889
	Iteration 46Q: 3 clusters Score -2568542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -2568543.500000 Penalty: 3509.410889
	Iteration 47Q: 3 clusters Score -2568544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -2568546.000000 Penalty: 3509.410889
	Iteration 48Q: 3 clusters Score -2568546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -2568541.750000 Penalty: 3509.410889
	Iteration 49Q: 3 clusters Score -2568542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -2568542.500000 Penalty: 3509.410889
	Iteration 50Q: 3 clusters Score -2568542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -2568540.750000 Penalty: 3509.410889
	Iteration 51Q: 3 clusters Score -2568541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -2568538.500000 Penalty: 3509.410889
	Iteration 52Q: 3 clusters Score -2568538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -2568537.750000 Penalty: 3509.410889
	Iteration 53Q: 3 clusters Score -2568538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -2568539.000000 Penalty: 3509.410889
	Iteration 54Q: 3 clusters Score -2568539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -2568537.000000 Penalty: 3509.410889
	Iteration 55Q: 3 clusters Score -2568537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -2568540.250000 Penalty: 3509.410889
	Iteration 56Q: 3 clusters Score -2568540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -2568539.500000 Penalty: 3509.410889
	Iteration 57Q: 3 clusters Score -2568540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -2568536.000000 Penalty: 3509.410889
	Iteration 58Q: 3 clusters Score -2568536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -2568538.500000 Penalty: 3509.410889
	Iteration 59Q: 3 clusters Score -2568538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -2568537.750000 Penalty: 3509.410889
	Iteration 60F: 3 clusters Score -2568538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -2568534.250000 Penalty: 3509.410889
	Iteration 61Q: 3 clusters Score -2568534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -2568538.000000 Penalty: 3509.410889
	Iteration 62Q: 3 clusters Score -2568538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -2568540.000000 Penalty: 3509.410889
	Iteration 63Q: 3 clusters Score -2568540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -2568539.500000 Penalty: 3509.410889
	Iteration 64Q: 3 clusters Score -2568540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -2568539.500000 Penalty: 3509.410889
	Iteration 65F: 3 clusters Score -2568540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Entering Unmasked Estep 
Score: -871143.187500 Penalty: 1575.785156
	Iteration 0F: 2 clusters Score -871143.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -859855.750000 Penalty: 3151.570312
	Iteration 0F: 3 clusters Score -859855.8 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -863675.187500 Penalty: 3151.570312
	Iteration 1F: 3 clusters Score -863675.2 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -863943.062500 Penalty: 3151.570312
	Iteration 2Q: 3 clusters Score -863943.1 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -864181.625000 Penalty: 3151.570312
	Iteration 3Q: 3 clusters Score -864181.6 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -864393.500000 Penalty: 3151.570312
	Iteration 4Q: 3 clusters Score -864393.5 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -864580.875000 Penalty: 3151.570312
	Iteration 5Q: 3 clusters Score -864580.9 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -864746.375000 Penalty: 3151.570312
	Iteration 6Q: 3 clusters Score -864746.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -864920.375000 Penalty: 3151.570312
	Iteration 7Q: 3 clusters Score -864920.4 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -865150.250000 Penalty: 3151.570312
	Iteration 8Q: 3 clusters Score -865150.2 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -865478.062500 Penalty: 3151.570312
	Iteration 9Q: 3 clusters Score -865478.1 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -865884.562500 Penalty: 3151.570312
	Iteration 10Q: 3 clusters Score -865884.6 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -866384.125000 Penalty: 3151.570312
	Iteration 11Q: 3 clusters Score -866384.1 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -866972.500000 Penalty: 3151.570312
	Iteration 12Q: 3 clusters Score -866972.5 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -867472.125000 Penalty: 3151.570312
	Iteration 13Q: 3 clusters Score -867472.1 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -867933.250000 Penalty: 3151.570312
	Iteration 14Q: 3 clusters Score -867933.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -868291.812500 Penalty: 3151.570312
	Iteration 15Q: 3 clusters Score -868291.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -868545.125000 Penalty: 3151.570312
	Iteration 16Q: 3 clusters Score -868545.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -868735.687500 Penalty: 3151.570312
	Iteration 17Q: 3 clusters Score -868735.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -868888.812500 Penalty: 3151.570312
	Iteration 18Q: 3 clusters Score -868888.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -869008.125000 Penalty: 3151.570312
	Iteration 19Q: 3 clusters Score -869008.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -869121.187500 Penalty: 3151.570312
	Iteration 20F: 3 clusters Score -869121.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -869222.375000 Penalty: 3151.570312
	Iteration 21Q: 3 clusters Score -869222.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -869308.750000 Penalty: 3151.570312
	Iteration 22Q: 3 clusters Score -869308.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -869393.062500 Penalty: 3151.570312
	Iteration 23Q: 3 clusters Score -869393.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -869456.500000 Penalty: 3151.570312
	Iteration 24Q: 3 clusters Score -869456.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -869509.062500 Penalty: 3151.570312
	Iteration 25Q: 3 clusters Score -869509.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -869545.875000 Penalty: 3151.570312
	Iteration 26Q: 3 clusters Score -869545.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -869581.187500 Penalty: 3151.570312
	Iteration 27Q: 3 clusters Score -869581.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -869612.312500 Penalty: 3151.570312
	Iteration 28Q: 3 clusters Score -869612.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -869639.375000 Penalty: 3151.570312
	Iteration 29Q: 3 clusters Score -869639.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -869661.062500 Penalty: 3151.570312
	Iteration 30Q: 3 clusters Score -869661.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -869682.437500 Penalty: 3151.570312
	Iteration 31Q: 3 clusters Score -869682.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -869700.625000 Penalty: 3151.570312
	Iteration 32Q: 3 clusters Score -869700.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -869710.187500 Penalty: 3151.570312
	Iteration 33Q: 3 clusters Score -869710.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -869724.437500 Penalty: 3151.570312
	Iteration 34Q: 3 clusters Score -869724.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -869730.812500 Penalty: 3151.570312
	Iteration 35Q: 3 clusters Score -869730.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -869738.437500 Penalty: 3151.570312
	Iteration 36Q: 3 clusters Score -869738.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -869743.250000 Penalty: 3151.570312
	Iteration 37Q: 3 clusters Score -869743.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -869747.375000 Penalty: 3151.570312
	Iteration 38Q: 3 clusters Score -869747.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -869753.125000 Penalty: 3151.570312
	Iteration 39Q: 3 clusters Score -869753.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -869756.812500 Penalty: 3151.570312
	Iteration 40F: 3 clusters Score -869756.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -869761.687500 Penalty: 3151.570312
	Iteration 41Q: 3 clusters Score -869761.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -869765.937500 Penalty: 3151.570312
	Iteration 42Q: 3 clusters Score -869765.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -869769.750000 Penalty: 3151.570312
	Iteration 43Q: 3 clusters Score -869769.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -869768.437500 Penalty: 3151.570312
	Iteration 44Q: 3 clusters Score -869768.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -869770.750000 Penalty: 3151.570312
	Iteration 45Q: 3 clusters Score -869770.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -869771.937500 Penalty: 3151.570312
	Iteration 46Q: 3 clusters Score -869771.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -869774.687500 Penalty: 3151.570312
	Iteration 47Q: 3 clusters Score -869774.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -869776.312500 Penalty: 3151.570312
	Iteration 48Q: 3 clusters Score -869776.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -869780.125000 Penalty: 3151.570312
	Iteration 49Q: 3 clusters Score -869780.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -869782.687500 Penalty: 3151.570312
	Iteration 50Q: 3 clusters Score -869782.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -869784.750000 Penalty: 3151.570312
	Iteration 51Q: 3 clusters Score -869784.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -869785.250000 Penalty: 3151.570312
	Iteration 52Q: 3 clusters Score -869785.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -869785.250000 Penalty: 3151.570312
	Iteration 53F: 3 clusters Score -869785.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Entering Unmasked Estep 
Score: -299773.843750 Penalty: 1404.134155
	Iteration 0F: 2 clusters Score -299773.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -295328.875000 Penalty: 2808.268311
	Iteration 0F: 3 clusters Score -295328.9 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -296533.812500 Penalty: 2808.268311
	Iteration 1F: 3 clusters Score -296533.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -296701.968750 Penalty: 2808.268311
	Iteration 2F: 3 clusters Score -296702 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -296828.812500 Penalty: 2808.268311
	Iteration 3Q: 3 clusters Score -296828.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -296943.625000 Penalty: 2808.268311
	Iteration 4Q: 3 clusters Score -296943.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -297057.562500 Penalty: 2808.268311
	Iteration 5Q: 3 clusters Score -297057.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -297182.875000 Penalty: 2808.268311
	Iteration 6Q: 3 clusters Score -297182.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -297332.250000 Penalty: 2808.268311
	Iteration 7Q: 3 clusters Score -297332.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -297500.218750 Penalty: 2808.268311
	Iteration 8Q: 3 clusters Score -297500.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -297667.281250 Penalty: 2808.268311
	Iteration 9Q: 3 clusters Score -297667.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -297810.843750 Penalty: 2808.268311
	Iteration 10Q: 3 clusters Score -297810.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -297965.000000 Penalty: 2808.268311
	Iteration 11Q: 3 clusters Score -297965 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -298073.656250 Penalty: 2808.268311
	Iteration 12Q: 3 clusters Score -298073.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -298169.500000 Penalty: 2808.268311
	Iteration 13Q: 3 clusters Score -298169.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -298270.218750 Penalty: 2808.268311
	Iteration 14Q: 3 clusters Score -298270.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -298332.875000 Penalty: 2808.268311
	Iteration 15Q: 3 clusters Score -298332.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -298372.031250 Penalty: 2808.268311
	Iteration 16Q: 3 clusters Score -298372 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -298404.187500 Penalty: 2808.268311
	Iteration 17Q: 3 clusters Score -298404.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -298424.250000 Penalty: 2808.268311
	Iteration 18Q: 3 clusters Score -298424.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -298441.500000 Penalty: 2808.268311
	Iteration 19Q: 3 clusters Score -298441.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -298449.343750 Penalty: 2808.268311
	Iteration 20F: 3 clusters Score -298449.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -298458.718750 Penalty: 2808.268311
	Iteration 21Q: 3 clusters Score -298458.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -298469.593750 Penalty: 2808.268311
	Iteration 22Q: 3 clusters Score -298469.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -298477.718750 Penalty: 2808.268311
	Iteration 23Q: 3 clusters Score -298477.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -298488.375000 Penalty: 2808.268311
	Iteration 24Q: 3 clusters Score -298488.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -298494.531250 Penalty: 2808.268311
	Iteration 25Q: 3 clusters Score -298494.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -298498.781250 Penalty: 2808.268311
	Iteration 26Q: 3 clusters Score -298498.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -298503.375000 Penalty: 2808.268311
	Iteration 27Q: 3 clusters Score -298503.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -298508.187500 Penalty: 2808.268311
	Iteration 28Q: 3 clusters Score -298508.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -298511.531250 Penalty: 2808.268311
	Iteration 29Q: 3 clusters Score -298511.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -298515.906250 Penalty: 2808.268311
	Iteration 30Q: 3 clusters Score -298515.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -298517.406250 Penalty: 2808.268311
	Iteration 31Q: 3 clusters Score -298517.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -298517.406250 Penalty: 2808.268311
	Iteration 32F: 3 clusters Score -298517.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Entering Unmasked Estep 
Score: -220321.234375 Penalty: 1362.716064
	Iteration 0F: 2 clusters Score -220321.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -216776.765625 Penalty: 2725.432129
	Iteration 0F: 3 clusters Score -216776.8 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -217721.078125 Penalty: 2725.432129
	Iteration 1F: 3 clusters Score -217721.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -217957.343750 Penalty: 2725.432129
	Iteration 2F: 3 clusters Score -217957.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -218200.156250 Penalty: 2725.432129
	Iteration 3F: 3 clusters Score -218200.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -218471.000000 Penalty: 2725.432129
	Iteration 4F: 3 clusters Score -218471 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -218865.234375 Penalty: 2725.432129
	Iteration 5F: 3 clusters Score -218865.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -219297.828125 Penalty: 2725.432129
	Iteration 6F: 3 clusters Score -219297.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -219643.390625 Penalty: 2725.432129
	Iteration 7F: 3 clusters Score -219643.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -219826.640625 Penalty: 2725.432129
	Iteration 8Q: 3 clusters Score -219826.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -219911.828125 Penalty: 2725.432129
	Iteration 9Q: 3 clusters Score -219911.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -219966.531250 Penalty: 2725.432129
	Iteration 10Q: 3 clusters Score -219966.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -220013.234375 Penalty: 2725.432129
	Iteration 11Q: 3 clusters Score -220013.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -220054.625000 Penalty: 2725.432129
	Iteration 12Q: 3 clusters Score -220054.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -220098.515625 Penalty: 2725.432129
	Iteration 13Q: 3 clusters Score -220098.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -220138.234375 Penalty: 2725.432129
	Iteration 14Q: 3 clusters Score -220138.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -220180.687500 Penalty: 2725.432129
	Iteration 15Q: 3 clusters Score -220180.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -220227.593750 Penalty: 2725.432129
	Iteration 16Q: 3 clusters Score -220227.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -220261.734375 Penalty: 2725.432129
	Iteration 17Q: 3 clusters Score -220261.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -220280.718750 Penalty: 2725.432129
	Iteration 18Q: 3 clusters Score -220280.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -220294.859375 Penalty: 2725.432129
	Iteration 19Q: 3 clusters Score -220294.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -220300.218750 Penalty: 2725.432129
	Iteration 20F: 3 clusters Score -220300.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -220303.531250 Penalty: 2725.432129
	Iteration 21Q: 3 clusters Score -220303.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -220303.546875 Penalty: 2725.432129
	Iteration 22Q: 3 clusters Score -220303.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -220303.546875 Penalty: 2725.432129
	Iteration 23F: 3 clusters Score -220303.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Entering Unmasked Estep 
Score: -110672.242188 Penalty: 1258.210815
	Iteration 0F: 2 clusters Score -110672.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -108363.625000 Penalty: 2516.421631
	Iteration 0F: 3 clusters Score -108363.6 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -108841.554688 Penalty: 2516.421631
	Iteration 1F: 3 clusters Score -108841.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -108944.625000 Penalty: 2516.421631
	Iteration 2F: 3 clusters Score -108944.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -109030.882812 Penalty: 2516.421631
	Iteration 3Q: 3 clusters Score -109030.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -109107.835938 Penalty: 2516.421631
	Iteration 4Q: 3 clusters Score -109107.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -109172.507812 Penalty: 2516.421631
	Iteration 5Q: 3 clusters Score -109172.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -109233.000000 Penalty: 2516.421631
	Iteration 6Q: 3 clusters Score -109233 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -109285.500000 Penalty: 2516.421631
	Iteration 7Q: 3 clusters Score -109285.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -109326.421875 Penalty: 2516.421631
	Iteration 8Q: 3 clusters Score -109326.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -109370.078125 Penalty: 2516.421631
	Iteration 9Q: 3 clusters Score -109370.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -109417.359375 Penalty: 2516.421631
	Iteration 10Q: 3 clusters Score -109417.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -109462.265625 Penalty: 2516.421631
	Iteration 11Q: 3 clusters Score -109462.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -109505.585938 Penalty: 2516.421631
	Iteration 12Q: 3 clusters Score -109505.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -109540.382812 Penalty: 2516.421631
	Iteration 13Q: 3 clusters Score -109540.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -109570.359375 Penalty: 2516.421631
	Iteration 14Q: 3 clusters Score -109570.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -109606.742188 Penalty: 2516.421631
	Iteration 15Q: 3 clusters Score -109606.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -109656.968750 Penalty: 2516.421631
	Iteration 16Q: 3 clusters Score -109657 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -109705.390625 Penalty: 2516.421631
	Iteration 17Q: 3 clusters Score -109705.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -109751.007812 Penalty: 2516.421631
	Iteration 18Q: 3 clusters Score -109751 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -109784.234375 Penalty: 2516.421631
	Iteration 19Q: 3 clusters Score -109784.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -109829.539062 Penalty: 2516.421631
	Iteration 20F: 3 clusters Score -109829.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -109895.679688 Penalty: 2516.421631
	Iteration 21Q: 3 clusters Score -109895.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -109948.078125 Penalty: 2516.421631
	Iteration 22Q: 3 clusters Score -109948.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -109975.820312 Penalty: 2516.421631
	Iteration 23Q: 3 clusters Score -109975.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -109999.664062 Penalty: 2516.421631
	Iteration 24Q: 3 clusters Score -109999.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -110021.351562 Penalty: 2516.421631
	Iteration 25Q: 3 clusters Score -110021.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -110033.750000 Penalty: 2516.421631
	Iteration 26Q: 3 clusters Score -110033.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -110036.875000 Penalty: 2516.421631
	Iteration 27Q: 3 clusters Score -110036.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -110038.765625 Penalty: 2516.421631
	Iteration 28Q: 3 clusters Score -110038.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -110040.367188 Penalty: 2516.421631
	Iteration 29Q: 3 clusters Score -110040.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -110040.507812 Penalty: 2516.421631
	Iteration 30Q: 3 clusters Score -110040.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -110041.281250 Penalty: 2516.421631
	Iteration 31Q: 3 clusters Score -110041.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -110041.718750 Penalty: 2516.421631
	Iteration 32Q: 3 clusters Score -110041.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -110041.718750 Penalty: 2516.421631
	Iteration 33F: 3 clusters Score -110041.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (39425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Entering Unmasked Estep 
Score: -2069693.250000 Penalty: 1719.600220
	Iteration 0F: 2 clusters Score -2069693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -2043206.250000 Penalty: 3439.200439
	Iteration 0F: 3 clusters Score -2043206 nChanged 18372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -2053761.750000 Penalty: 3439.200439
	Iteration 1F: 3 clusters Score -2053762 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -2054417.125000 Penalty: 3439.200439
	Iteration 2Q: 3 clusters Score -2054417 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -2055377.500000 Penalty: 3439.200439
	Iteration 3F: 3 clusters Score -2055378 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -2056954.750000 Penalty: 3439.200439
	Iteration 4F: 3 clusters Score -2056955 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -2059381.500000 Penalty: 3439.200439
	Iteration 5F: 3 clusters Score -2059382 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -2062489.625000 Penalty: 3439.200439
	Iteration 6F: 3 clusters Score -2062490 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 36469 members 
Entering Unmasked Estep 
Score: -2065382.125000 Penalty: 3439.200439
	Iteration 7F: 3 clusters Score -2065382 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -2067107.750000 Penalty: 3439.200439
	Iteration 8Q: 3 clusters Score -2067108 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -2067825.500000 Penalty: 3439.200439
	Iteration 9Q: 3 clusters Score -2067826 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -2068058.500000 Penalty: 3439.200439
	Iteration 10Q: 3 clusters Score -2068058 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -2068135.250000 Penalty: 3439.200439
	Iteration 11Q: 3 clusters Score -2068135 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -2068190.000000 Penalty: 3439.200439
	Iteration 12Q: 3 clusters Score -2068190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -2068215.625000 Penalty: 3439.200439
	Iteration 13Q: 3 clusters Score -2068216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -2068227.125000 Penalty: 3439.200439
	Iteration 14Q: 3 clusters Score -2068227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -2068232.000000 Penalty: 3439.200439
	Iteration 15Q: 3 clusters Score -2068232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
Score: -2068241.500000 Penalty: 3439.200439
	Iteration 16Q: 3 clusters Score -2068242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -2068245.875000 Penalty: 3439.200439
	Iteration 17Q: 3 clusters Score -2068246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -2068248.375000 Penalty: 3439.200439
	Iteration 18Q: 3 clusters Score -2068248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -2068248.875000 Penalty: 3439.200439
	Iteration 19Q: 3 clusters Score -2068249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 39234 members 
Entering Unmasked Estep 
Score: -2068252.125000 Penalty: 3439.200439
	Iteration 20F: 3 clusters Score -2068252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -2068253.000000 Penalty: 3439.200439
	Iteration 21Q: 3 clusters Score -2068253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -2068253.000000 Penalty: 3439.200439
	Iteration 22F: 3 clusters Score -2068253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Entering Unmasked Estep 
Score: -133957.765625 Penalty: 1282.280518
	Iteration 0F: 2 clusters Score -133957.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -131478.390625 Penalty: 2564.561035
	Iteration 0F: 3 clusters Score -131478.4 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -132049.062500 Penalty: 2564.561035
	Iteration 1F: 3 clusters Score -132049.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -132195.515625 Penalty: 2564.561035
	Iteration 2F: 3 clusters Score -132195.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -132273.062500 Penalty: 2564.561035
	Iteration 3F: 3 clusters Score -132273.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -132329.718750 Penalty: 2564.561035
	Iteration 4Q: 3 clusters Score -132329.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -132367.609375 Penalty: 2564.561035
	Iteration 5Q: 3 clusters Score -132367.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -132398.140625 Penalty: 2564.561035
	Iteration 6Q: 3 clusters Score -132398.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -132425.562500 Penalty: 2564.561035
	Iteration 7Q: 3 clusters Score -132425.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -132447.765625 Penalty: 2564.561035
	Iteration 8Q: 3 clusters Score -132447.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -132469.421875 Penalty: 2564.561035
	Iteration 9Q: 3 clusters Score -132469.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -132488.500000 Penalty: 2564.561035
	Iteration 10Q: 3 clusters Score -132488.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -132504.562500 Penalty: 2564.561035
	Iteration 11Q: 3 clusters Score -132504.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -132531.875000 Penalty: 2564.561035
	Iteration 12Q: 3 clusters Score -132531.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -132559.375000 Penalty: 2564.561035
	Iteration 13Q: 3 clusters Score -132559.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -132581.125000 Penalty: 2564.561035
	Iteration 14Q: 3 clusters Score -132581.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -132602.609375 Penalty: 2564.561035
	Iteration 15Q: 3 clusters Score -132602.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -132622.406250 Penalty: 2564.561035
	Iteration 16Q: 3 clusters Score -132622.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -132638.187500 Penalty: 2564.561035
	Iteration 17Q: 3 clusters Score -132638.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -132646.625000 Penalty: 2564.561035
	Iteration 18Q: 3 clusters Score -132646.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -132653.125000 Penalty: 2564.561035
	Iteration 19Q: 3 clusters Score -132653.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -132661.453125 Penalty: 2564.561035
	Iteration 20F: 3 clusters Score -132661.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -132671.609375 Penalty: 2564.561035
	Iteration 21Q: 3 clusters Score -132671.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -132681.468750 Penalty: 2564.561035
	Iteration 22Q: 3 clusters Score -132681.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -132690.718750 Penalty: 2564.561035
	Iteration 23Q: 3 clusters Score -132690.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -132702.781250 Penalty: 2564.561035
	Iteration 24Q: 3 clusters Score -132702.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -132715.687500 Penalty: 2564.561035
	Iteration 25Q: 3 clusters Score -132715.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -132730.234375 Penalty: 2564.561035
	Iteration 26Q: 3 clusters Score -132730.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -132743.296875 Penalty: 2564.561035
	Iteration 27Q: 3 clusters Score -132743.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -132750.453125 Penalty: 2564.561035
	Iteration 28Q: 3 clusters Score -132750.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -132756.750000 Penalty: 2564.561035
	Iteration 29Q: 3 clusters Score -132756.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -132769.156250 Penalty: 2564.561035
	Iteration 30Q: 3 clusters Score -132769.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -132784.484375 Penalty: 2564.561035
	Iteration 31Q: 3 clusters Score -132784.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -132791.093750 Penalty: 2564.561035
	Iteration 32Q: 3 clusters Score -132791.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -132796.468750 Penalty: 2564.561035
	Iteration 33Q: 3 clusters Score -132796.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -132804.484375 Penalty: 2564.561035
	Iteration 34Q: 3 clusters Score -132804.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -132809.125000 Penalty: 2564.561035
	Iteration 35Q: 3 clusters Score -132809.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -132812.171875 Penalty: 2564.561035
	Iteration 36Q: 3 clusters Score -132812.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -132815.640625 Penalty: 2564.561035
	Iteration 37Q: 3 clusters Score -132815.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -132821.125000 Penalty: 2564.561035
	Iteration 38Q: 3 clusters Score -132821.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -132823.187500 Penalty: 2564.561035
	Iteration 39Q: 3 clusters Score -132823.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -132826.390625 Penalty: 2564.561035
	Iteration 40F: 3 clusters Score -132826.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -132830.296875 Penalty: 2564.561035
	Iteration 41Q: 3 clusters Score -132830.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -132835.500000 Penalty: 2564.561035
	Iteration 42Q: 3 clusters Score -132835.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -132839.531250 Penalty: 2564.561035
	Iteration 43Q: 3 clusters Score -132839.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -132844.359375 Penalty: 2564.561035
	Iteration 44Q: 3 clusters Score -132844.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -132846.796875 Penalty: 2564.561035
	Iteration 45Q: 3 clusters Score -132846.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -132847.906250 Penalty: 2564.561035
	Iteration 46Q: 3 clusters Score -132847.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -132848.343750 Penalty: 2564.561035
	Iteration 47Q: 3 clusters Score -132848.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -132848.546875 Penalty: 2564.561035
	Iteration 48Q: 3 clusters Score -132848.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -132848.546875 Penalty: 2564.561035
	Iteration 49F: 3 clusters Score -132848.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Entering Unmasked Estep 
Score: -333825.218750 Penalty: 1426.777954
	Iteration 0F: 2 clusters Score -333825.2 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 3307 members 
Entering Unmasked Estep 
Score: -328916.468750 Penalty: 2853.555908
	Iteration 0F: 3 clusters Score -328916.5 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -330321.968750 Penalty: 2853.555908
	Iteration 1F: 3 clusters Score -330322 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -330563.156250 Penalty: 2853.555908
	Iteration 2F: 3 clusters Score -330563.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -330736.187500 Penalty: 2853.555908
	Iteration 3F: 3 clusters Score -330736.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -330869.718750 Penalty: 2853.555908
	Iteration 4Q: 3 clusters Score -330869.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -330971.218750 Penalty: 2853.555908
	Iteration 5Q: 3 clusters Score -330971.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -331065.187500 Penalty: 2853.555908
	Iteration 6Q: 3 clusters Score -331065.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -331155.031250 Penalty: 2853.555908
	Iteration 7Q: 3 clusters Score -331155 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -331232.187500 Penalty: 2853.555908
	Iteration 8Q: 3 clusters Score -331232.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -331292.375000 Penalty: 2853.555908
	Iteration 9Q: 3 clusters Score -331292.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -331351.343750 Penalty: 2853.555908
	Iteration 10Q: 3 clusters Score -331351.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -331400.593750 Penalty: 2853.555908
	Iteration 11Q: 3 clusters Score -331400.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -331449.906250 Penalty: 2853.555908
	Iteration 12Q: 3 clusters Score -331449.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -331491.875000 Penalty: 2853.555908
	Iteration 13Q: 3 clusters Score -331491.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -331531.562500 Penalty: 2853.555908
	Iteration 14Q: 3 clusters Score -331531.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -331564.718750 Penalty: 2853.555908
	Iteration 15Q: 3 clusters Score -331564.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -331595.718750 Penalty: 2853.555908
	Iteration 16Q: 3 clusters Score -331595.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -331619.437500 Penalty: 2853.555908
	Iteration 17Q: 3 clusters Score -331619.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -331636.593750 Penalty: 2853.555908
	Iteration 18Q: 3 clusters Score -331636.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -331651.187500 Penalty: 2853.555908
	Iteration 19Q: 3 clusters Score -331651.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -331667.468750 Penalty: 2853.555908
	Iteration 20F: 3 clusters Score -331667.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -331685.125000 Penalty: 2853.555908
	Iteration 21Q: 3 clusters Score -331685.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -331706.218750 Penalty: 2853.555908
	Iteration 22Q: 3 clusters Score -331706.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -331727.500000 Penalty: 2853.555908
	Iteration 23Q: 3 clusters Score -331727.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -331741.406250 Penalty: 2853.555908
	Iteration 24Q: 3 clusters Score -331741.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -331755.375000 Penalty: 2853.555908
	Iteration 25Q: 3 clusters Score -331755.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -331764.843750 Penalty: 2853.555908
	Iteration 26Q: 3 clusters Score -331764.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -331774.656250 Penalty: 2853.555908
	Iteration 27Q: 3 clusters Score -331774.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -331783.468750 Penalty: 2853.555908
	Iteration 28Q: 3 clusters Score -331783.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -331792.406250 Penalty: 2853.555908
	Iteration 29Q: 3 clusters Score -331792.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -331802.375000 Penalty: 2853.555908
	Iteration 30Q: 3 clusters Score -331802.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -331813.218750 Penalty: 2853.555908
	Iteration 31Q: 3 clusters Score -331813.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -331821.468750 Penalty: 2853.555908
	Iteration 32Q: 3 clusters Score -331821.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -331832.375000 Penalty: 2853.555908
	Iteration 33Q: 3 clusters Score -331832.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -331842.187500 Penalty: 2853.555908
	Iteration 34Q: 3 clusters Score -331842.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -331851.218750 Penalty: 2853.555908
	Iteration 35Q: 3 clusters Score -331851.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -331856.312500 Penalty: 2853.555908
	Iteration 36Q: 3 clusters Score -331856.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -331862.343750 Penalty: 2853.555908
	Iteration 37Q: 3 clusters Score -331862.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -331870.250000 Penalty: 2853.555908
	Iteration 38Q: 3 clusters Score -331870.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -331877.625000 Penalty: 2853.555908
	Iteration 39Q: 3 clusters Score -331877.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -331888.937500 Penalty: 2853.555908
	Iteration 40F: 3 clusters Score -331888.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -331899.937500 Penalty: 2853.555908
	Iteration 41Q: 3 clusters Score -331899.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -331910.437500 Penalty: 2853.555908
	Iteration 42Q: 3 clusters Score -331910.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -331923.468750 Penalty: 2853.555908
	Iteration 43Q: 3 clusters Score -331923.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -331946.375000 Penalty: 2853.555908
	Iteration 44Q: 3 clusters Score -331946.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -331973.812500 Penalty: 2853.555908
	Iteration 45Q: 3 clusters Score -331973.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -332004.812500 Penalty: 2853.555908
	Iteration 46Q: 3 clusters Score -332004.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -332036.343750 Penalty: 2853.555908
	Iteration 47Q: 3 clusters Score -332036.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -332077.968750 Penalty: 2853.555908
	Iteration 48Q: 3 clusters Score -332078 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -332121.656250 Penalty: 2853.555908
	Iteration 49Q: 3 clusters Score -332121.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -332168.343750 Penalty: 2853.555908
	Iteration 50Q: 3 clusters Score -332168.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -332209.812500 Penalty: 2853.555908
	Iteration 51Q: 3 clusters Score -332209.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -332243.187500 Penalty: 2853.555908
	Iteration 52Q: 3 clusters Score -332243.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -332275.718750 Penalty: 2853.555908
	Iteration 53Q: 3 clusters Score -332275.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -332303.656250 Penalty: 2853.555908
	Iteration 54Q: 3 clusters Score -332303.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -332332.625000 Penalty: 2853.555908
	Iteration 55Q: 3 clusters Score -332332.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -332357.968750 Penalty: 2853.555908
	Iteration 56Q: 3 clusters Score -332358 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -332380.562500 Penalty: 2853.555908
	Iteration 57Q: 3 clusters Score -332380.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -332396.750000 Penalty: 2853.555908
	Iteration 58Q: 3 clusters Score -332396.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -332411.000000 Penalty: 2853.555908
	Iteration 59Q: 3 clusters Score -332411 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -332423.156250 Penalty: 2853.555908
	Iteration 60F: 3 clusters Score -332423.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -332439.343750 Penalty: 2853.555908
	Iteration 61Q: 3 clusters Score -332439.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -332450.375000 Penalty: 2853.555908
	Iteration 62Q: 3 clusters Score -332450.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -332462.343750 Penalty: 2853.555908
	Iteration 63Q: 3 clusters Score -332462.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -332477.687500 Penalty: 2853.555908
	Iteration 64Q: 3 clusters Score -332477.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -332490.750000 Penalty: 2853.555908
	Iteration 65Q: 3 clusters Score -332490.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -332500.187500 Penalty: 2853.555908
	Iteration 66Q: 3 clusters Score -332500.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -332506.125000 Penalty: 2853.555908
	Iteration 67Q: 3 clusters Score -332506.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -332512.937500 Penalty: 2853.555908
	Iteration 68Q: 3 clusters Score -332512.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -332519.812500 Penalty: 2853.555908
	Iteration 69Q: 3 clusters Score -332519.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -332526.156250 Penalty: 2853.555908
	Iteration 70Q: 3 clusters Score -332526.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -332534.875000 Penalty: 2853.555908
	Iteration 71Q: 3 clusters Score -332534.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -332542.906250 Penalty: 2853.555908
	Iteration 72Q: 3 clusters Score -332542.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -332549.125000 Penalty: 2853.555908
	Iteration 73Q: 3 clusters Score -332549.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -332555.687500 Penalty: 2853.555908
	Iteration 74Q: 3 clusters Score -332555.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -332563.031250 Penalty: 2853.555908
	Iteration 75Q: 3 clusters Score -332563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -332566.125000 Penalty: 2853.555908
	Iteration 76Q: 3 clusters Score -332566.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -332569.062500 Penalty: 2853.555908
	Iteration 77Q: 3 clusters Score -332569.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -332572.250000 Penalty: 2853.555908
	Iteration 78Q: 3 clusters Score -332572.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -332576.062500 Penalty: 2853.555908
	Iteration 79Q: 3 clusters Score -332576.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -332582.093750 Penalty: 2853.555908
	Iteration 80F: 3 clusters Score -332582.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -332589.343750 Penalty: 2853.555908
	Iteration 81Q: 3 clusters Score -332589.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -332594.468750 Penalty: 2853.555908
	Iteration 82Q: 3 clusters Score -332594.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -332599.250000 Penalty: 2853.555908
	Iteration 83Q: 3 clusters Score -332599.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -332602.312500 Penalty: 2853.555908
	Iteration 84Q: 3 clusters Score -332602.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -332605.562500 Penalty: 2853.555908
	Iteration 85Q: 3 clusters Score -332605.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -332606.750000 Penalty: 2853.555908
	Iteration 86Q: 3 clusters Score -332606.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -332608.250000 Penalty: 2853.555908
	Iteration 87Q: 3 clusters Score -332608.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -332609.000000 Penalty: 2853.555908
	Iteration 88Q: 3 clusters Score -332609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -332609.312500 Penalty: 2853.555908
	Iteration 89Q: 3 clusters Score -332609.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -332610.031250 Penalty: 2853.555908
	Iteration 90Q: 3 clusters Score -332610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -332610.031250 Penalty: 2853.555908
	Iteration 91F: 3 clusters Score -332610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Entering Unmasked Estep 
Score: -1156534.125000 Penalty: 1622.356201
	Iteration 0F: 2 clusters Score -1156534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1141846.125000 Penalty: 3244.712402
	Iteration 0F: 3 clusters Score -1141846 nChanged 9773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1147265.125000 Penalty: 3244.712402
	Iteration 1F: 3 clusters Score -1147265 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1147550.750000 Penalty: 3244.712402
	Iteration 2Q: 3 clusters Score -1147551 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1147815.250000 Penalty: 3244.712402
	Iteration 3Q: 3 clusters Score -1147815 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1148133.750000 Penalty: 3244.712402
	Iteration 4Q: 3 clusters Score -1148134 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1148505.125000 Penalty: 3244.712402
	Iteration 5Q: 3 clusters Score -1148505 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1148980.125000 Penalty: 3244.712402
	Iteration 6Q: 3 clusters Score -1148980 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1149591.000000 Penalty: 3244.712402
	Iteration 7Q: 3 clusters Score -1149591 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1150399.625000 Penalty: 3244.712402
	Iteration 8F: 3 clusters Score -1150400 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1151353.125000 Penalty: 3244.712402
	Iteration 9F: 3 clusters Score -1151353 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1152441.500000 Penalty: 3244.712402
	Iteration 10F: 3 clusters Score -1152442 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1153420.375000 Penalty: 3244.712402
	Iteration 11F: 3 clusters Score -1153420 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1154155.375000 Penalty: 3244.712402
	Iteration 12Q: 3 clusters Score -1154155 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1154575.625000 Penalty: 3244.712402
	Iteration 13Q: 3 clusters Score -1154576 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1154779.500000 Penalty: 3244.712402
	Iteration 14Q: 3 clusters Score -1154780 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1154900.500000 Penalty: 3244.712402
	Iteration 15Q: 3 clusters Score -1154900 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1154963.250000 Penalty: 3244.712402
	Iteration 16Q: 3 clusters Score -1154963 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1155016.750000 Penalty: 3244.712402
	Iteration 17Q: 3 clusters Score -1155017 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1155058.000000 Penalty: 3244.712402
	Iteration 18Q: 3 clusters Score -1155058 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1155084.375000 Penalty: 3244.712402
	Iteration 19Q: 3 clusters Score -1155084 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1155102.125000 Penalty: 3244.712402
	Iteration 20F: 3 clusters Score -1155102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1155119.625000 Penalty: 3244.712402
	Iteration 21Q: 3 clusters Score -1155120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1155128.375000 Penalty: 3244.712402
	Iteration 22Q: 3 clusters Score -1155128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1155139.500000 Penalty: 3244.712402
	Iteration 23Q: 3 clusters Score -1155140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1155147.625000 Penalty: 3244.712402
	Iteration 24Q: 3 clusters Score -1155148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1155152.375000 Penalty: 3244.712402
	Iteration 25Q: 3 clusters Score -1155152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1155156.250000 Penalty: 3244.712402
	Iteration 26Q: 3 clusters Score -1155156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1155156.625000 Penalty: 3244.712402
	Iteration 27Q: 3 clusters Score -1155157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1155156.625000 Penalty: 3244.712402
	Iteration 28F: 3 clusters Score -1155157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 11359 members 
Mstep: Class 3 contains 20419 members 
Mstep: Class 4 contains 156977 members 
Mstep: Class 5 contains 121433 members 
Mstep: Class 6 contains 3103 members 
Mstep: Class 7 contains 48932 members 
Mstep: Class 8 contains 16271 members 
Mstep: Class 10 contains 5658 members 
Mstep: Class 11 contains 4385 members 
Mstep: Class 14 contains 2305 members 
Mstep: Class 15 contains 39425 members 
Mstep: Class 17 contains 2673 members 
Mstep: Class 19 contains 6504 members 
Mstep: Class 20 contains 21671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140438.000000 Penalty: 31796.724609
Iteration 239Q: 16 clusters Score -2.314044e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 11361 members 
Mstep: Class 3 contains 20408 members 
Mstep: Class 4 contains 156978 members 
Mstep: Class 5 contains 121490 members 
Mstep: Class 6 contains 3100 members 
Mstep: Class 7 contains 48906 members 
Mstep: Class 8 contains 16269 members 
Mstep: Class 10 contains 5657 members 
Mstep: Class 11 contains 4385 members 
Mstep: Class 14 contains 2306 members 
Mstep: Class 15 contains 39415 members 
Mstep: Class 17 contains 2673 members 
Mstep: Class 19 contains 6504 members 
Mstep: Class 20 contains 21663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140492.000000 Penalty: 31796.724609
Iteration 240F: 16 clusters Score -2.314049e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 11362 members 
Mstep: Class 3 contains 20398 members 
Mstep: Class 4 contains 156975 members 
Mstep: Class 5 contains 121552 members 
Mstep: Class 6 contains 3097 members 
Mstep: Class 7 contains 48878 members 
Mstep: Class 8 contains 16269 members 
Mstep: Class 10 contains 5655 members 
Mstep: Class 11 contains 4385 members 
Mstep: Class 14 contains 2305 members 
Mstep: Class 15 contains 39408 members 
Mstep: Class 17 contains 2673 members 
Mstep: Class 19 contains 6504 members 
Mstep: Class 20 contains 21654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140516.000000 Penalty: 31796.724609
Iteration 241Q: 16 clusters Score -2.314052e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 11362 members 
Mstep: Class 3 contains 20389 members 
Mstep: Class 4 contains 156969 members 
Mstep: Class 5 contains 121623 members 
Mstep: Class 6 contains 3096 members 
Mstep: Class 7 contains 48849 members 
Mstep: Class 8 contains 16267 members 
Mstep: Class 10 contains 5654 members 
Mstep: Class 11 contains 4385 members 
Mstep: Class 14 contains 2306 members 
Mstep: Class 15 contains 39399 members 
Mstep: Class 17 contains 2673 members 
Mstep: Class 19 contains 6505 members 
Mstep: Class 20 contains 21638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140544.000000 Penalty: 31796.724609
Iteration 242Q: 16 clusters Score -2.314054e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 11361 members 
Mstep: Class 3 contains 20378 members 
Mstep: Class 4 contains 156962 members 
Mstep: Class 5 contains 121699 members 
Mstep: Class 6 contains 3094 members 
Mstep: Class 7 contains 48818 members 
Mstep: Class 8 contains 16262 members 
Mstep: Class 10 contains 5652 members 
Mstep: Class 11 contains 4385 members 
Mstep: Class 14 contains 2308 members 
Mstep: Class 15 contains 39389 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 19 contains 6508 members 
Mstep: Class 20 contains 21625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140526.000000 Penalty: 31796.724609
Iteration 243Q: 16 clusters Score -2.314053e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 11362 members 
Mstep: Class 3 contains 20368 members 
Mstep: Class 4 contains 156952 members 
Mstep: Class 5 contains 121776 members 
Mstep: Class 6 contains 3091 members 
Mstep: Class 7 contains 48788 members 
Mstep: Class 8 contains 16257 members 
Mstep: Class 10 contains 5649 members 
Mstep: Class 11 contains 4385 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39384 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 19 contains 6509 members 
Mstep: Class 20 contains 21613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140560.000000 Penalty: 31796.724609
Iteration 244Q: 16 clusters Score -2.314056e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 11362 members 
Mstep: Class 3 contains 20363 members 
Mstep: Class 4 contains 156938 members 
Mstep: Class 5 contains 121857 members 
Mstep: Class 6 contains 3091 members 
Mstep: Class 7 contains 48752 members 
Mstep: Class 8 contains 16250 members 
Mstep: Class 10 contains 5647 members 
Mstep: Class 11 contains 4385 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39379 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 19 contains 6511 members 
Mstep: Class 20 contains 21599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140598.000000 Penalty: 31796.724609
Iteration 245Q: 16 clusters Score -2.31406e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 11362 members 
Mstep: Class 3 contains 20358 members 
Mstep: Class 4 contains 156933 members 
Mstep: Class 5 contains 121926 members 
Mstep: Class 6 contains 3092 members 
Mstep: Class 7 contains 48711 members 
Mstep: Class 8 contains 16245 members 
Mstep: Class 10 contains 5645 members 
Mstep: Class 11 contains 4385 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39375 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 19 contains 6513 members 
Mstep: Class 20 contains 21589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140592.000000 Penalty: 31796.724609
Iteration 246Q: 16 clusters Score -2.314059e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 11363 members 
Mstep: Class 3 contains 20355 members 
Mstep: Class 4 contains 156926 members 
Mstep: Class 5 contains 121991 members 
Mstep: Class 6 contains 3092 members 
Mstep: Class 7 contains 48673 members 
Mstep: Class 8 contains 16240 members 
Mstep: Class 10 contains 5646 members 
Mstep: Class 11 contains 4386 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39374 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 19 contains 6514 members 
Mstep: Class 20 contains 21574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140574.000000 Penalty: 31796.724609
Iteration 247Q: 16 clusters Score -2.314057e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 11365 members 
Mstep: Class 3 contains 20351 members 
Mstep: Class 4 contains 156925 members 
Mstep: Class 5 contains 122047 members 
Mstep: Class 6 contains 3091 members 
Mstep: Class 7 contains 48640 members 
Mstep: Class 8 contains 16234 members 
Mstep: Class 10 contains 5645 members 
Mstep: Class 11 contains 4386 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39368 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 19 contains 6518 members 
Mstep: Class 20 contains 21564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140550.000000 Penalty: 31796.724609
Iteration 248Q: 16 clusters Score -2.314055e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 11366 members 
Mstep: Class 3 contains 20347 members 
Mstep: Class 4 contains 156922 members 
Mstep: Class 5 contains 122100 members 
Mstep: Class 6 contains 3089 members 
Mstep: Class 7 contains 48618 members 
Mstep: Class 8 contains 16230 members 
Mstep: Class 10 contains 5644 members 
Mstep: Class 11 contains 4386 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39362 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 19 contains 6518 members 
Mstep: Class 20 contains 21552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140526.000000 Penalty: 31796.724609
Iteration 249Q: 16 clusters Score -2.314053e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 11367 members 
Mstep: Class 3 contains 20343 members 
Mstep: Class 4 contains 156915 members 
Mstep: Class 5 contains 122150 members 
Mstep: Class 6 contains 3089 members 
Mstep: Class 7 contains 48600 members 
Mstep: Class 8 contains 16224 members 
Mstep: Class 10 contains 5641 members 
Mstep: Class 11 contains 4386 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39357 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 19 contains 6517 members 
Mstep: Class 20 contains 21546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140534.000000 Penalty: 31796.724609
Iteration 250Q: 16 clusters Score -2.314053e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 11369 members 
Mstep: Class 3 contains 20338 members 
Mstep: Class 4 contains 156923 members 
Mstep: Class 5 contains 122189 members 
Mstep: Class 6 contains 3089 members 
Mstep: Class 7 contains 48579 members 
Mstep: Class 8 contains 16220 members 
Mstep: Class 10 contains 5635 members 
Mstep: Class 11 contains 4386 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39350 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 19 contains 6516 members 
Mstep: Class 20 contains 21541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140546.000000 Penalty: 31796.724609
Iteration 251Q: 16 clusters Score -2.314055e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 11371 members 
Mstep: Class 3 contains 20336 members 
Mstep: Class 4 contains 156926 members 
Mstep: Class 5 contains 122225 members 
Mstep: Class 6 contains 3090 members 
Mstep: Class 7 contains 48557 members 
Mstep: Class 8 contains 16217 members 
Mstep: Class 10 contains 5629 members 
Mstep: Class 11 contains 4386 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39345 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 19 contains 6517 members 
Mstep: Class 20 contains 21536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140536.000000 Penalty: 31796.724609
Iteration 252Q: 16 clusters Score -2.314054e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 11374 members 
Mstep: Class 3 contains 20334 members 
Mstep: Class 4 contains 156931 members 
Mstep: Class 5 contains 122252 members 
Mstep: Class 6 contains 3090 members 
Mstep: Class 7 contains 48539 members 
Mstep: Class 8 contains 16212 members 
Mstep: Class 10 contains 5624 members 
Mstep: Class 11 contains 4386 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39346 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 19 contains 6518 members 
Mstep: Class 20 contains 21529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140494.000000 Penalty: 31796.724609
Iteration 253Q: 16 clusters Score -2.314049e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 11376 members 
Mstep: Class 3 contains 20332 members 
Mstep: Class 4 contains 156939 members 
Mstep: Class 5 contains 122279 members 
Mstep: Class 6 contains 3090 members 
Mstep: Class 7 contains 48523 members 
Mstep: Class 8 contains 16205 members 
Mstep: Class 10 contains 5618 members 
Mstep: Class 11 contains 4386 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39344 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 19 contains 6518 members 
Mstep: Class 20 contains 21525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140534.000000 Penalty: 31796.724609
Iteration 254Q: 16 clusters Score -2.314053e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 11375 members 
Mstep: Class 3 contains 20332 members 
Mstep: Class 4 contains 156941 members 
Mstep: Class 5 contains 122313 members 
Mstep: Class 6 contains 3090 members 
Mstep: Class 7 contains 48509 members 
Mstep: Class 8 contains 16199 members 
Mstep: Class 10 contains 5609 members 
Mstep: Class 11 contains 4386 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39343 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 19 contains 6518 members 
Mstep: Class 20 contains 21520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140522.000000 Penalty: 31796.724609
Iteration 255Q: 16 clusters Score -2.314052e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 11377 members 
Mstep: Class 3 contains 20333 members 
Mstep: Class 4 contains 156935 members 
Mstep: Class 5 contains 122345 members 
Mstep: Class 6 contains 3090 members 
Mstep: Class 7 contains 48496 members 
Mstep: Class 8 contains 16197 members 
Mstep: Class 10 contains 5601 members 
Mstep: Class 11 contains 4386 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39342 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 19 contains 6518 members 
Mstep: Class 20 contains 21515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140500.000000 Penalty: 31796.724609
Iteration 256Q: 16 clusters Score -2.31405e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 11379 members 
Mstep: Class 3 contains 20331 members 
Mstep: Class 4 contains 156930 members 
Mstep: Class 5 contains 122384 members 
Mstep: Class 6 contains 3090 members 
Mstep: Class 7 contains 48483 members 
Mstep: Class 8 contains 16194 members 
Mstep: Class 10 contains 5595 members 
Mstep: Class 11 contains 4386 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39338 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 19 contains 6518 members 
Mstep: Class 20 contains 21507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140526.000000 Penalty: 31796.724609
Iteration 257Q: 16 clusters Score -2.314053e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 11381 members 
Mstep: Class 3 contains 20330 members 
Mstep: Class 4 contains 156927 members 
Mstep: Class 5 contains 122421 members 
Mstep: Class 6 contains 3090 members 
Mstep: Class 7 contains 48465 members 
Mstep: Class 8 contains 16190 members 
Mstep: Class 10 contains 5592 members 
Mstep: Class 11 contains 4386 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39336 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 19 contains 6518 members 
Mstep: Class 20 contains 21500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140554.000000 Penalty: 31796.724609
Iteration 258Q: 16 clusters Score -2.314055e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 11380 members 
Mstep: Class 3 contains 20328 members 
Mstep: Class 4 contains 156923 members 
Mstep: Class 5 contains 122465 members 
Mstep: Class 6 contains 3090 members 
Mstep: Class 7 contains 48444 members 
Mstep: Class 8 contains 16188 members 
Mstep: Class 10 contains 5589 members 
Mstep: Class 11 contains 4386 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39333 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 19 contains 6518 members 
Mstep: Class 20 contains 21492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140592.000000 Penalty: 31796.724609
Iteration 259Q: 16 clusters Score -2.314059e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 11380 members 
Mstep: Class 3 contains 20328 members 
Mstep: Class 4 contains 156913 members 
Mstep: Class 5 contains 122515 members 
Mstep: Class 6 contains 3089 members 
Mstep: Class 7 contains 48421 members 
Mstep: Class 8 contains 16185 members 
Mstep: Class 10 contains 5585 members 
Mstep: Class 11 contains 4386 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39334 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 19 contains 6517 members 
Mstep: Class 20 contains 21483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140558.000000 Penalty: 31796.724609
Iteration 260F: 16 clusters Score -2.314056e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 11381 members 
Mstep: Class 3 contains 20327 members 
Mstep: Class 4 contains 156900 members 
Mstep: Class 5 contains 122566 members 
Mstep: Class 6 contains 3088 members 
Mstep: Class 7 contains 48405 members 
Mstep: Class 8 contains 16181 members 
Mstep: Class 10 contains 5580 members 
Mstep: Class 11 contains 4386 members 
Mstep: Class 14 contains 2306 members 
Mstep: Class 15 contains 39333 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 19 contains 6517 members 
Mstep: Class 20 contains 21473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140570.000000 Penalty: 31796.724609
Iteration 261Q: 16 clusters Score -2.314057e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 11382 members 
Mstep: Class 3 contains 20324 members 
Mstep: Class 4 contains 156895 members 
Mstep: Class 5 contains 122613 members 
Mstep: Class 6 contains 3087 members 
Mstep: Class 7 contains 48386 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 10 contains 5575 members 
Mstep: Class 11 contains 4386 members 
Mstep: Class 14 contains 2305 members 
Mstep: Class 15 contains 39333 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 19 contains 6516 members 
Mstep: Class 20 contains 21466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140560.000000 Penalty: 31796.724609
Iteration 262Q: 16 clusters Score -2.314056e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 11381 members 
Mstep: Class 3 contains 20321 members 
Mstep: Class 4 contains 156894 members 
Mstep: Class 5 contains 122661 members 
Mstep: Class 6 contains 3086 members 
Mstep: Class 7 contains 48365 members 
Mstep: Class 8 contains 16168 members 
Mstep: Class 10 contains 5571 members 
Mstep: Class 11 contains 4386 members 
Mstep: Class 14 contains 2305 members 
Mstep: Class 15 contains 39331 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 19 contains 6516 members 
Mstep: Class 20 contains 21458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140540.000000 Penalty: 31796.724609
Iteration 263Q: 16 clusters Score -2.314054e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 11381 members 
Mstep: Class 3 contains 20321 members 
Mstep: Class 4 contains 156885 members 
Mstep: Class 5 contains 122704 members 
Mstep: Class 6 contains 3084 members 
Mstep: Class 7 contains 48347 members 
Mstep: Class 8 contains 16165 members 
Mstep: Class 10 contains 5565 members 
Mstep: Class 11 contains 4386 members 
Mstep: Class 14 contains 2305 members 
Mstep: Class 15 contains 39329 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 19 contains 6516 members 
Mstep: Class 20 contains 21455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140580.000000 Penalty: 31796.724609
Iteration 264Q: 16 clusters Score -2.314058e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 11385 members 
Mstep: Class 3 contains 20320 members 
Mstep: Class 4 contains 156882 members 
Mstep: Class 5 contains 122732 members 
Mstep: Class 6 contains 3083 members 
Mstep: Class 7 contains 48330 members 
Mstep: Class 8 contains 16164 members 
Mstep: Class 10 contains 5559 members 
Mstep: Class 11 contains 4386 members 
Mstep: Class 14 contains 2305 members 
Mstep: Class 15 contains 39328 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 19 contains 6516 members 
Mstep: Class 20 contains 21453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140584.000000 Penalty: 31796.724609
Iteration 265Q: 16 clusters Score -2.314058e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 11388 members 
Mstep: Class 3 contains 20317 members 
Mstep: Class 4 contains 156876 members 
Mstep: Class 5 contains 122759 members 
Mstep: Class 6 contains 3082 members 
Mstep: Class 7 contains 48318 members 
Mstep: Class 8 contains 16163 members 
Mstep: Class 10 contains 5556 members 
Mstep: Class 11 contains 4386 members 
Mstep: Class 14 contains 2306 members 
Mstep: Class 15 contains 39326 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 19 contains 6515 members 
Mstep: Class 20 contains 21451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140606.000000 Penalty: 31796.724609
Iteration 266Q: 16 clusters Score -2.314061e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 11390 members 
Mstep: Class 3 contains 20315 members 
Mstep: Class 4 contains 156867 members 
Mstep: Class 5 contains 122797 members 
Mstep: Class 6 contains 3082 members 
Mstep: Class 7 contains 48301 members 
Mstep: Class 8 contains 16161 members 
Mstep: Class 10 contains 5550 members 
Mstep: Class 11 contains 4386 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39323 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 19 contains 6514 members 
Mstep: Class 20 contains 21450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140610.000000 Penalty: 31796.724609
Iteration 267Q: 16 clusters Score -2.314061e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 11389 members 
Mstep: Class 3 contains 20313 members 
Mstep: Class 4 contains 156864 members 
Mstep: Class 5 contains 122849 members 
Mstep: Class 6 contains 3082 members 
Mstep: Class 7 contains 48274 members 
Mstep: Class 8 contains 16155 members 
Mstep: Class 10 contains 5541 members 
Mstep: Class 11 contains 4386 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39320 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 19 contains 6513 members 
Mstep: Class 20 contains 21450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140590.000000 Penalty: 31796.724609
Iteration 268Q: 16 clusters Score -2.314059e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 11388 members 
Mstep: Class 3 contains 20312 members 
Mstep: Class 4 contains 156858 members 
Mstep: Class 5 contains 122896 members 
Mstep: Class 6 contains 3083 members 
Mstep: Class 7 contains 48250 members 
Mstep: Class 8 contains 16149 members 
Mstep: Class 10 contains 5535 members 
Mstep: Class 11 contains 4386 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 39317 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 19 contains 6514 members 
Mstep: Class 20 contains 21448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140560.000000 Penalty: 31796.724609
Iteration 269Q: 16 clusters Score -2.314056e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 11390 members 
Mstep: Class 3 contains 20311 members 
Mstep: Class 4 contains 156859 members 
Mstep: Class 5 contains 122932 members 
Mstep: Class 6 contains 3081 members 
Mstep: Class 7 contains 48231 members 
Mstep: Class 8 contains 16146 members 
Mstep: Class 10 contains 5532 members 
Mstep: Class 11 contains 4386 members 
Mstep: Class 14 contains 2308 members 
Mstep: Class 15 contains 39316 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 19 contains 6513 members 
Mstep: Class 20 contains 21439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140586.000000 Penalty: 31796.724609
Iteration 270Q: 16 clusters Score -2.314059e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 11391 members 
Mstep: Class 3 contains 20312 members 
Mstep: Class 4 contains 156858 members 
Mstep: Class 5 contains 122972 members 
Mstep: Class 6 contains 3078 members 
Mstep: Class 7 contains 48206 members 
Mstep: Class 8 contains 16142 members 
Mstep: Class 10 contains 5529 members 
Mstep: Class 11 contains 4386 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39311 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 19 contains 6514 members 
Mstep: Class 20 contains 21438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140596.000000 Penalty: 31796.724609
Iteration 271Q: 16 clusters Score -2.31406e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 11393 members 
Mstep: Class 3 contains 20311 members 
Mstep: Class 4 contains 156859 members 
Mstep: Class 5 contains 123014 members 
Mstep: Class 6 contains 3076 members 
Mstep: Class 7 contains 48186 members 
Mstep: Class 8 contains 16137 members 
Mstep: Class 10 contains 5522 members 
Mstep: Class 11 contains 4386 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39305 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 19 contains 6515 members 
Mstep: Class 20 contains 21436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140582.000000 Penalty: 31796.724609
Iteration 272Q: 16 clusters Score -2.314058e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 11394 members 
Mstep: Class 3 contains 20312 members 
Mstep: Class 4 contains 156854 members 
Mstep: Class 5 contains 123066 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 48171 members 
Mstep: Class 8 contains 16135 members 
Mstep: Class 10 contains 5519 members 
Mstep: Class 11 contains 4386 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 15 contains 39291 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 19 contains 6515 members 
Mstep: Class 20 contains 21431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140582.000000 Penalty: 31796.724609
Iteration 273Q: 16 clusters Score -2.314058e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 11394 members 
Mstep: Class 3 contains 20308 members 
Mstep: Class 4 contains 156850 members 
Mstep: Class 5 contains 123116 members 
Mstep: Class 6 contains 3068 members 
Mstep: Class 7 contains 48149 members 
Mstep: Class 8 contains 16130 members 
Mstep: Class 10 contains 5516 members 
Mstep: Class 11 contains 4385 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39284 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6516 members 
Mstep: Class 20 contains 21428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140570.000000 Penalty: 31796.724609
Iteration 274Q: 16 clusters Score -2.314057e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 11394 members 
Mstep: Class 3 contains 20305 members 
Mstep: Class 4 contains 156849 members 
Mstep: Class 5 contains 123168 members 
Mstep: Class 6 contains 3067 members 
Mstep: Class 7 contains 48123 members 
Mstep: Class 8 contains 16125 members 
Mstep: Class 10 contains 5514 members 
Mstep: Class 11 contains 4385 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39271 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6519 members 
Mstep: Class 20 contains 21426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140624.000000 Penalty: 31796.724609
Iteration 275Q: 16 clusters Score -2.314062e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11396 members 
Mstep: Class 3 contains 20307 members 
Mstep: Class 4 contains 156846 members 
Mstep: Class 5 contains 123227 members 
Mstep: Class 6 contains 3067 members 
Mstep: Class 7 contains 48085 members 
Mstep: Class 8 contains 16119 members 
Mstep: Class 10 contains 5510 members 
Mstep: Class 11 contains 4386 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39260 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6520 members 
Mstep: Class 20 contains 21425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140640.000000 Penalty: 31796.724609
Iteration 276Q: 16 clusters Score -2.314064e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11398 members 
Mstep: Class 3 contains 20306 members 
Mstep: Class 4 contains 156850 members 
Mstep: Class 5 contains 123289 members 
Mstep: Class 6 contains 3067 members 
Mstep: Class 7 contains 48050 members 
Mstep: Class 8 contains 16108 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 4387 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39248 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6521 members 
Mstep: Class 20 contains 21423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140632.000000 Penalty: 31796.724609
Iteration 277Q: 16 clusters Score -2.314063e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11400 members 
Mstep: Class 3 contains 20304 members 
Mstep: Class 4 contains 156853 members 
Mstep: Class 5 contains 123344 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 48009 members 
Mstep: Class 8 contains 16103 members 
Mstep: Class 10 contains 5496 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39240 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6522 members 
Mstep: Class 20 contains 21423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140624.000000 Penalty: 31796.724609
Iteration 278Q: 16 clusters Score -2.314062e+07 nChanged 98
Entering ConstructFrom: 
Score: -23140624.000000 Penalty: 31796.724609
Entering ConstructFrom: 
Trying to split cluster 1 (1556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Entering Unmasked Estep 
Score: -76858.476562 Penalty: 1194.354492
	Iteration 0F: 2 clusters Score -76858.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -75078.312500 Penalty: 2388.708984
	Iteration 0F: 3 clusters Score -75078.31 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -75414.242188 Penalty: 2388.708984
	Iteration 1F: 3 clusters Score -75414.24 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -75499.000000 Penalty: 2388.708984
	Iteration 2F: 3 clusters Score -75499 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -75543.632812 Penalty: 2388.708984
	Iteration 3Q: 3 clusters Score -75543.63 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -75574.515625 Penalty: 2388.708984
	Iteration 4Q: 3 clusters Score -75574.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -75593.414062 Penalty: 2388.708984
	Iteration 5Q: 3 clusters Score -75593.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -75606.070312 Penalty: 2388.708984
	Iteration 6Q: 3 clusters Score -75606.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -75612.960938 Penalty: 2388.708984
	Iteration 7Q: 3 clusters Score -75612.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -75617.117188 Penalty: 2388.708984
	Iteration 8Q: 3 clusters Score -75617.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -75620.578125 Penalty: 2388.708984
	Iteration 9Q: 3 clusters Score -75620.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -75623.460938 Penalty: 2388.708984
	Iteration 10Q: 3 clusters Score -75623.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -75626.804688 Penalty: 2388.708984
	Iteration 11Q: 3 clusters Score -75626.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -75633.257812 Penalty: 2388.708984
	Iteration 12Q: 3 clusters Score -75633.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -75640.125000 Penalty: 2388.708984
	Iteration 13Q: 3 clusters Score -75640.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -75645.015625 Penalty: 2388.708984
	Iteration 14Q: 3 clusters Score -75645.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -75649.429688 Penalty: 2388.708984
	Iteration 15Q: 3 clusters Score -75649.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -75653.320312 Penalty: 2388.708984
	Iteration 16Q: 3 clusters Score -75653.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -75655.421875 Penalty: 2388.708984
	Iteration 17Q: 3 clusters Score -75655.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -75657.304688 Penalty: 2388.708984
	Iteration 18Q: 3 clusters Score -75657.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -75659.304688 Penalty: 2388.708984
	Iteration 19Q: 3 clusters Score -75659.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -75662.976562 Penalty: 2388.708984
	Iteration 20F: 3 clusters Score -75662.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -75665.515625 Penalty: 2388.708984
	Iteration 21Q: 3 clusters Score -75665.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -75667.882812 Penalty: 2388.708984
	Iteration 22Q: 3 clusters Score -75667.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -75669.445312 Penalty: 2388.708984
	Iteration 23Q: 3 clusters Score -75669.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -75670.906250 Penalty: 2388.708984
	Iteration 24Q: 3 clusters Score -75670.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -75671.640625 Penalty: 2388.708984
	Iteration 25Q: 3 clusters Score -75671.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -75672.210938 Penalty: 2388.708984
	Iteration 26Q: 3 clusters Score -75672.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -75672.210938 Penalty: 2388.708984
	Iteration 27F: 3 clusters Score -75672.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Entering Unmasked Estep 
Score: -559766.312500 Penalty: 1518.015137
	Iteration 0F: 2 clusters Score -559766.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -551696.250000 Penalty: 3036.030273
	Iteration 0F: 3 clusters Score -551696.2 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -554303.062500 Penalty: 3036.030273
	Iteration 1F: 3 clusters Score -554303.1 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -554555.687500 Penalty: 3036.030273
	Iteration 2F: 3 clusters Score -554555.7 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -554771.500000 Penalty: 3036.030273
	Iteration 3Q: 3 clusters Score -554771.5 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -554950.437500 Penalty: 3036.030273
	Iteration 4Q: 3 clusters Score -554950.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -555173.625000 Penalty: 3036.030273
	Iteration 5Q: 3 clusters Score -555173.6 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -555547.687500 Penalty: 3036.030273
	Iteration 6Q: 3 clusters Score -555547.7 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -556287.375000 Penalty: 3036.030273
	Iteration 7F: 3 clusters Score -556287.4 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -557374.187500 Penalty: 3036.030273
	Iteration 8F: 3 clusters Score -557374.2 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -558447.750000 Penalty: 3036.030273
	Iteration 9F: 3 clusters Score -558447.8 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -559118.687500 Penalty: 3036.030273
	Iteration 10F: 3 clusters Score -559118.7 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -559459.562500 Penalty: 3036.030273
	Iteration 11Q: 3 clusters Score -559459.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -559624.625000 Penalty: 3036.030273
	Iteration 12Q: 3 clusters Score -559624.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -559703.812500 Penalty: 3036.030273
	Iteration 13Q: 3 clusters Score -559703.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -559738.250000 Penalty: 3036.030273
	Iteration 14Q: 3 clusters Score -559738.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -559757.375000 Penalty: 3036.030273
	Iteration 15Q: 3 clusters Score -559757.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -559774.562500 Penalty: 3036.030273
	Iteration 16Q: 3 clusters Score -559774.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -559783.625000 Penalty: 3036.030273
	Iteration 17Q: 3 clusters Score -559783.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -559790.250000 Penalty: 3036.030273
	Iteration 18Q: 3 clusters Score -559790.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -559794.875000 Penalty: 3036.030273
	Iteration 19Q: 3 clusters Score -559794.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -559803.625000 Penalty: 3036.030273
	Iteration 20F: 3 clusters Score -559803.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -559808.625000 Penalty: 3036.030273
	Iteration 21Q: 3 clusters Score -559808.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -559813.812500 Penalty: 3036.030273
	Iteration 22Q: 3 clusters Score -559813.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -559819.000000 Penalty: 3036.030273
	Iteration 23Q: 3 clusters Score -559819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -559821.812500 Penalty: 3036.030273
	Iteration 24Q: 3 clusters Score -559821.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -559825.812500 Penalty: 3036.030273
	Iteration 25Q: 3 clusters Score -559825.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -559827.375000 Penalty: 3036.030273
	Iteration 26Q: 3 clusters Score -559827.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -559830.812500 Penalty: 3036.030273
	Iteration 27Q: 3 clusters Score -559830.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -559835.187500 Penalty: 3036.030273
	Iteration 28Q: 3 clusters Score -559835.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -559838.062500 Penalty: 3036.030273
	Iteration 29Q: 3 clusters Score -559838.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -559842.500000 Penalty: 3036.030273
	Iteration 30Q: 3 clusters Score -559842.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -559843.625000 Penalty: 3036.030273
	Iteration 31Q: 3 clusters Score -559843.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -559849.500000 Penalty: 3036.030273
	Iteration 32Q: 3 clusters Score -559849.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -559860.562500 Penalty: 3036.030273
	Iteration 33Q: 3 clusters Score -559860.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -559867.750000 Penalty: 3036.030273
	Iteration 34Q: 3 clusters Score -559867.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -559878.187500 Penalty: 3036.030273
	Iteration 35Q: 3 clusters Score -559878.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -559887.312500 Penalty: 3036.030273
	Iteration 36Q: 3 clusters Score -559887.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -559897.875000 Penalty: 3036.030273
	Iteration 37Q: 3 clusters Score -559897.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -559901.750000 Penalty: 3036.030273
	Iteration 38Q: 3 clusters Score -559901.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -559906.250000 Penalty: 3036.030273
	Iteration 39Q: 3 clusters Score -559906.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -559911.875000 Penalty: 3036.030273
	Iteration 40F: 3 clusters Score -559911.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -559918.500000 Penalty: 3036.030273
	Iteration 41Q: 3 clusters Score -559918.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -559923.375000 Penalty: 3036.030273
	Iteration 42Q: 3 clusters Score -559923.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -559929.250000 Penalty: 3036.030273
	Iteration 43Q: 3 clusters Score -559929.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -559931.687500 Penalty: 3036.030273
	Iteration 44Q: 3 clusters Score -559931.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -559932.437500 Penalty: 3036.030273
	Iteration 45Q: 3 clusters Score -559932.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -559933.875000 Penalty: 3036.030273
	Iteration 46Q: 3 clusters Score -559933.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -559934.437500 Penalty: 3036.030273
	Iteration 47Q: 3 clusters Score -559934.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -559935.312500 Penalty: 3036.030273
	Iteration 48Q: 3 clusters Score -559935.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -559937.437500 Penalty: 3036.030273
	Iteration 49Q: 3 clusters Score -559937.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -559938.187500 Penalty: 3036.030273
	Iteration 50Q: 3 clusters Score -559938.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -559937.125000 Penalty: 3036.030273
	Iteration 51Q: 3 clusters Score -559937.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -559936.500000 Penalty: 3036.030273
	Iteration 52Q: 3 clusters Score -559936.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -559937.125000 Penalty: 3036.030273
	Iteration 53Q: 3 clusters Score -559937.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -559937.437500 Penalty: 3036.030273
	Iteration 54Q: 3 clusters Score -559937.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -559938.937500 Penalty: 3036.030273
	Iteration 55Q: 3 clusters Score -559938.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -559938.937500 Penalty: 3036.030273
	Iteration 56F: 3 clusters Score -559938.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1159 members 
Mstep: Class 3 contains 20303 members 
Mstep: Class 4 contains 156859 members 
Mstep: Class 5 contains 123414 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 47968 members 
Mstep: Class 8 contains 16094 members 
Mstep: Class 9 contains 10244 members 
Mstep: Class 10 contains 5480 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39231 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6521 members 
Mstep: Class 20 contains 21421 members 
Entering Unmasked Estep 
Score: -23140172.000000 Penalty: 33916.507812
Splitting cluster 2 changes total score from -23140624.000000 to -23140172.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (20303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Entering Unmasked Estep 
Score: -1091130.000000 Penalty: 1611.760132
	Iteration 0F: 2 clusters Score -1091130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1077215.375000 Penalty: 3223.520264
	Iteration 0F: 3 clusters Score -1077215 nChanged 9233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1082285.000000 Penalty: 3223.520264
	Iteration 1F: 3 clusters Score -1082285 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1082717.250000 Penalty: 3223.520264
	Iteration 2F: 3 clusters Score -1082717 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1083262.375000 Penalty: 3223.520264
	Iteration 3F: 3 clusters Score -1083262 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1084081.375000 Penalty: 3223.520264
	Iteration 4F: 3 clusters Score -1084081 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1085248.750000 Penalty: 3223.520264
	Iteration 5F: 3 clusters Score -1085249 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1086582.500000 Penalty: 3223.520264
	Iteration 6F: 3 clusters Score -1086582 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1087867.250000 Penalty: 3223.520264
	Iteration 7F: 3 clusters Score -1087867 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1088772.875000 Penalty: 3223.520264
	Iteration 8Q: 3 clusters Score -1088773 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1089270.000000 Penalty: 3223.520264
	Iteration 9Q: 3 clusters Score -1089270 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1089510.000000 Penalty: 3223.520264
	Iteration 10Q: 3 clusters Score -1089510 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1089603.000000 Penalty: 3223.520264
	Iteration 11Q: 3 clusters Score -1089603 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1089658.625000 Penalty: 3223.520264
	Iteration 12Q: 3 clusters Score -1089659 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1089692.875000 Penalty: 3223.520264
	Iteration 13Q: 3 clusters Score -1089693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1089708.375000 Penalty: 3223.520264
	Iteration 14Q: 3 clusters Score -1089708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1089720.375000 Penalty: 3223.520264
	Iteration 15Q: 3 clusters Score -1089720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1089723.875000 Penalty: 3223.520264
	Iteration 16Q: 3 clusters Score -1089724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1089727.500000 Penalty: 3223.520264
	Iteration 17Q: 3 clusters Score -1089728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1089734.125000 Penalty: 3223.520264
	Iteration 18Q: 3 clusters Score -1089734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1089734.750000 Penalty: 3223.520264
	Iteration 19Q: 3 clusters Score -1089735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1089736.500000 Penalty: 3223.520264
	Iteration 20F: 3 clusters Score -1089736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (156859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156859 members 
Entering Unmasked Estep 
Score: -8161796.500000 Penalty: 1944.004150
	Iteration 0F: 2 clusters Score -8161796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78509 members 
Mstep: Class 2 contains 78350 members 
Entering Unmasked Estep 
Score: -8057026.500000 Penalty: 3888.008301
	Iteration 0F: 3 clusters Score -8057026 nChanged 75545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79468 members 
Mstep: Class 2 contains 77391 members 
Entering Unmasked Estep 
Score: -8101452.000000 Penalty: 3888.008301
	Iteration 1F: 3 clusters Score -8101452 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80232 members 
Mstep: Class 2 contains 76627 members 
Entering Unmasked Estep 
Score: -8102282.000000 Penalty: 3888.008301
	Iteration 2Q: 3 clusters Score -8102282 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81390 members 
Mstep: Class 2 contains 75469 members 
Entering Unmasked Estep 
Score: -8103232.000000 Penalty: 3888.008301
	Iteration 3Q: 3 clusters Score -8103232 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83182 members 
Mstep: Class 2 contains 73677 members 
Entering Unmasked Estep 
Score: -8104437.000000 Penalty: 3888.008301
	Iteration 4Q: 3 clusters Score -8104437 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85886 members 
Mstep: Class 2 contains 70973 members 
Entering Unmasked Estep 
Score: -8106019.000000 Penalty: 3888.008301
	Iteration 5Q: 3 clusters Score -8106019 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89791 members 
Mstep: Class 2 contains 67068 members 
Entering Unmasked Estep 
Score: -8108387.500000 Penalty: 3888.008301
	Iteration 6Q: 3 clusters Score -8108388 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95189 members 
Mstep: Class 2 contains 61670 members 
Entering Unmasked Estep 
Score: -8112179.500000 Penalty: 3888.008301
	Iteration 7Q: 3 clusters Score -8112180 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102073 members 
Mstep: Class 2 contains 54786 members 
Entering Unmasked Estep 
Score: -8118003.500000 Penalty: 3888.008301
	Iteration 8F: 3 clusters Score -8118004 nChanged 9597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109720 members 
Mstep: Class 2 contains 47139 members 
Entering Unmasked Estep 
Score: -8125607.000000 Penalty: 3888.008301
	Iteration 9F: 3 clusters Score -8125607 nChanged 9593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116843 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -8133982.500000 Penalty: 3888.008301
	Iteration 10F: 3 clusters Score -8133982 nChanged 8359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122192 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -8140386.000000 Penalty: 3888.008301
	Iteration 11F: 3 clusters Score -8140386 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126043 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -8143979.000000 Penalty: 3888.008301
	Iteration 12Q: 3 clusters Score -8143979 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129299 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -8145958.500000 Penalty: 3888.008301
	Iteration 13Q: 3 clusters Score -8145958 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132311 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -8147444.500000 Penalty: 3888.008301
	Iteration 14Q: 3 clusters Score -8147444 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135249 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -8148768.500000 Penalty: 3888.008301
	Iteration 15Q: 3 clusters Score -8148768 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138113 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -8150034.000000 Penalty: 3888.008301
	Iteration 16Q: 3 clusters Score -8150034 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140923 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -8151331.500000 Penalty: 3888.008301
	Iteration 17Q: 3 clusters Score -8151332 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143602 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -8152714.000000 Penalty: 3888.008301
	Iteration 18Q: 3 clusters Score -8152714 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146112 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -8154089.500000 Penalty: 3888.008301
	Iteration 19Q: 3 clusters Score -8154090 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148373 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -8155320.500000 Penalty: 3888.008301
	Iteration 20F: 3 clusters Score -8155320 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150364 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -8156458.000000 Penalty: 3888.008301
	Iteration 21Q: 3 clusters Score -8156458 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151997 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -8157392.500000 Penalty: 3888.008301
	Iteration 22Q: 3 clusters Score -8157392 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153306 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -8158158.500000 Penalty: 3888.008301
	Iteration 23Q: 3 clusters Score -8158158 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154324 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -8158723.500000 Penalty: 3888.008301
	Iteration 24Q: 3 clusters Score -8158724 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155049 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -8159166.000000 Penalty: 3888.008301
	Iteration 25Q: 3 clusters Score -8159166 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155548 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -8159488.000000 Penalty: 3888.008301
	Iteration 26Q: 3 clusters Score -8159488 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155878 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -8159712.000000 Penalty: 3888.008301
	Iteration 27Q: 3 clusters Score -8159712 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156085 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -8159867.500000 Penalty: 3888.008301
	Iteration 28Q: 3 clusters Score -8159868 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156206 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8159947.500000 Penalty: 3888.008301
	Iteration 29Q: 3 clusters Score -8159948 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156294 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8160012.000000 Penalty: 3888.008301
	Iteration 30Q: 3 clusters Score -8160012 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156352 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8160057.500000 Penalty: 3888.008301
	Iteration 31Q: 3 clusters Score -8160058 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156397 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -8160075.000000 Penalty: 3888.008301
	Iteration 32Q: 3 clusters Score -8160075 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156426 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -8160094.500000 Penalty: 3888.008301
	Iteration 33Q: 3 clusters Score -8160094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156441 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8160105.500000 Penalty: 3888.008301
	Iteration 34Q: 3 clusters Score -8160106 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156457 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8160124.000000 Penalty: 3888.008301
	Iteration 35Q: 3 clusters Score -8160124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156468 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -8160133.500000 Penalty: 3888.008301
	Iteration 36Q: 3 clusters Score -8160134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156478 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -8160156.000000 Penalty: 3888.008301
	Iteration 37Q: 3 clusters Score -8160156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156485 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8160154.000000 Penalty: 3888.008301
	Iteration 38Q: 3 clusters Score -8160154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156494 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8160161.500000 Penalty: 3888.008301
	Iteration 39Q: 3 clusters Score -8160162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156499 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8160167.500000 Penalty: 3888.008301
	Iteration 40F: 3 clusters Score -8160168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156506 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8160176.000000 Penalty: 3888.008301
	Iteration 41Q: 3 clusters Score -8160176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156509 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8160183.500000 Penalty: 3888.008301
	Iteration 42Q: 3 clusters Score -8160184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156511 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -8160180.000000 Penalty: 3888.008301
	Iteration 43Q: 3 clusters Score -8160180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156517 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8160185.000000 Penalty: 3888.008301
	Iteration 44Q: 3 clusters Score -8160185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156519 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8160188.500000 Penalty: 3888.008301
	Iteration 45Q: 3 clusters Score -8160188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156520 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8160190.000000 Penalty: 3888.008301
	Iteration 46Q: 3 clusters Score -8160190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156522 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -8160195.500000 Penalty: 3888.008301
	Iteration 47Q: 3 clusters Score -8160196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156523 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8160190.500000 Penalty: 3888.008301
	Iteration 48Q: 3 clusters Score -8160190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156521 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8160194.500000 Penalty: 3888.008301
	Iteration 49Q: 3 clusters Score -8160194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156520 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8160195.000000 Penalty: 3888.008301
	Iteration 50Q: 3 clusters Score -8160195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156520 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8160192.500000 Penalty: 3888.008301
	Iteration 51Q: 3 clusters Score -8160192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156519 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8160198.500000 Penalty: 3888.008301
	Iteration 52Q: 3 clusters Score -8160198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156520 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8160202.000000 Penalty: 3888.008301
	Iteration 53Q: 3 clusters Score -8160202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156522 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -8160203.000000 Penalty: 3888.008301
	Iteration 54Q: 3 clusters Score -8160203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156523 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8160201.500000 Penalty: 3888.008301
	Iteration 55Q: 3 clusters Score -8160202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156523 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8160201.500000 Penalty: 3888.008301
	Iteration 56F: 3 clusters Score -8160202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (123414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123414 members 
Entering Unmasked Estep 
Score: -6314267.500000 Penalty: 1905.036255
	Iteration 0F: 2 clusters Score -6314268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61768 members 
Mstep: Class 2 contains 61646 members 
Entering Unmasked Estep 
Score: -6231806.000000 Penalty: 3810.072510
	Iteration 0F: 3 clusters Score -6231806 nChanged 59066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61478 members 
Mstep: Class 2 contains 61936 members 
Entering Unmasked Estep 
Score: -6266792.500000 Penalty: 3810.072510
	Iteration 1F: 3 clusters Score -6266792 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61340 members 
Mstep: Class 2 contains 62074 members 
Entering Unmasked Estep 
Score: -6267850.000000 Penalty: 3810.072510
	Iteration 2Q: 3 clusters Score -6267850 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61112 members 
Mstep: Class 2 contains 62302 members 
Entering Unmasked Estep 
Score: -6269193.000000 Penalty: 3810.072510
	Iteration 3Q: 3 clusters Score -6269193 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60628 members 
Mstep: Class 2 contains 62786 members 
Entering Unmasked Estep 
Score: -6270800.500000 Penalty: 3810.072510
	Iteration 4Q: 3 clusters Score -6270800 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60012 members 
Mstep: Class 2 contains 63402 members 
Entering Unmasked Estep 
Score: -6273049.500000 Penalty: 3810.072510
	Iteration 5Q: 3 clusters Score -6273050 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59052 members 
Mstep: Class 2 contains 64362 members 
Entering Unmasked Estep 
Score: -6276337.500000 Penalty: 3810.072510
	Iteration 6Q: 3 clusters Score -6276338 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57901 members 
Mstep: Class 2 contains 65513 members 
Entering Unmasked Estep 
Score: -6280679.000000 Penalty: 3810.072510
	Iteration 7F: 3 clusters Score -6280679 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56549 members 
Mstep: Class 2 contains 66865 members 
Entering Unmasked Estep 
Score: -6285619.000000 Penalty: 3810.072510
	Iteration 8F: 3 clusters Score -6285619 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55360 members 
Mstep: Class 2 contains 68054 members 
Entering Unmasked Estep 
Score: -6290059.000000 Penalty: 3810.072510
	Iteration 9F: 3 clusters Score -6290059 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54266 members 
Mstep: Class 2 contains 69148 members 
Entering Unmasked Estep 
Score: -6292346.500000 Penalty: 3810.072510
	Iteration 10Q: 3 clusters Score -6292346 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53087 members 
Mstep: Class 2 contains 70327 members 
Entering Unmasked Estep 
Score: -6293289.000000 Penalty: 3810.072510
	Iteration 11Q: 3 clusters Score -6293289 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51810 members 
Mstep: Class 2 contains 71604 members 
Entering Unmasked Estep 
Score: -6293710.000000 Penalty: 3810.072510
	Iteration 12Q: 3 clusters Score -6293710 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50450 members 
Mstep: Class 2 contains 72964 members 
Entering Unmasked Estep 
Score: -6294086.500000 Penalty: 3810.072510
	Iteration 13Q: 3 clusters Score -6294086 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48936 members 
Mstep: Class 2 contains 74478 members 
Entering Unmasked Estep 
Score: -6294483.000000 Penalty: 3810.072510
	Iteration 14Q: 3 clusters Score -6294483 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47306 members 
Mstep: Class 2 contains 76108 members 
Entering Unmasked Estep 
Score: -6294918.500000 Penalty: 3810.072510
	Iteration 15Q: 3 clusters Score -6294918 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 77860 members 
Entering Unmasked Estep 
Score: -6295380.500000 Penalty: 3810.072510
	Iteration 16Q: 3 clusters Score -6295380 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 79785 members 
Entering Unmasked Estep 
Score: -6295994.000000 Penalty: 3810.072510
	Iteration 17Q: 3 clusters Score -6295994 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41530 members 
Mstep: Class 2 contains 81884 members 
Entering Unmasked Estep 
Score: -6296687.500000 Penalty: 3810.072510
	Iteration 18Q: 3 clusters Score -6296688 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 84086 members 
Entering Unmasked Estep 
Score: -6297463.500000 Penalty: 3810.072510
	Iteration 19Q: 3 clusters Score -6297464 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 86323 members 
Entering Unmasked Estep 
Score: -6298311.500000 Penalty: 3810.072510
	Iteration 20F: 3 clusters Score -6298312 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 88641 members 
Entering Unmasked Estep 
Score: -6299194.000000 Penalty: 3810.072510
	Iteration 21Q: 3 clusters Score -6299194 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 91000 members 
Entering Unmasked Estep 
Score: -6300212.500000 Penalty: 3810.072510
	Iteration 22Q: 3 clusters Score -6300212 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 93348 members 
Entering Unmasked Estep 
Score: -6301250.500000 Penalty: 3810.072510
	Iteration 23Q: 3 clusters Score -6301250 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 95644 members 
Entering Unmasked Estep 
Score: -6302284.500000 Penalty: 3810.072510
	Iteration 24Q: 3 clusters Score -6302284 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 97938 members 
Entering Unmasked Estep 
Score: -6303373.000000 Penalty: 3810.072510
	Iteration 25Q: 3 clusters Score -6303373 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 100128 members 
Entering Unmasked Estep 
Score: -6304320.500000 Penalty: 3810.072510
	Iteration 26Q: 3 clusters Score -6304320 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 102175 members 
Entering Unmasked Estep 
Score: -6305207.500000 Penalty: 3810.072510
	Iteration 27Q: 3 clusters Score -6305208 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 104044 members 
Entering Unmasked Estep 
Score: -6306027.500000 Penalty: 3810.072510
	Iteration 28Q: 3 clusters Score -6306028 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 105813 members 
Entering Unmasked Estep 
Score: -6306707.000000 Penalty: 3810.072510
	Iteration 29Q: 3 clusters Score -6306707 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 107481 members 
Entering Unmasked Estep 
Score: -6307389.500000 Penalty: 3810.072510
	Iteration 30Q: 3 clusters Score -6307390 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 109001 members 
Entering Unmasked Estep 
Score: -6308003.500000 Penalty: 3810.072510
	Iteration 31Q: 3 clusters Score -6308004 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 110344 members 
Entering Unmasked Estep 
Score: -6308487.500000 Penalty: 3810.072510
	Iteration 32Q: 3 clusters Score -6308488 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 111546 members 
Entering Unmasked Estep 
Score: -6308914.000000 Penalty: 3810.072510
	Iteration 33Q: 3 clusters Score -6308914 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 112677 members 
Entering Unmasked Estep 
Score: -6309310.000000 Penalty: 3810.072510
	Iteration 34Q: 3 clusters Score -6309310 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 113695 members 
Entering Unmasked Estep 
Score: -6309657.000000 Penalty: 3810.072510
	Iteration 35Q: 3 clusters Score -6309657 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 114664 members 
Entering Unmasked Estep 
Score: -6310056.500000 Penalty: 3810.072510
	Iteration 36Q: 3 clusters Score -6310056 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 115522 members 
Entering Unmasked Estep 
Score: -6310336.000000 Penalty: 3810.072510
	Iteration 37Q: 3 clusters Score -6310336 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 116320 members 
Entering Unmasked Estep 
Score: -6310617.500000 Penalty: 3810.072510
	Iteration 38Q: 3 clusters Score -6310618 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 116994 members 
Entering Unmasked Estep 
Score: -6310861.500000 Penalty: 3810.072510
	Iteration 39Q: 3 clusters Score -6310862 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 117599 members 
Entering Unmasked Estep 
Score: -6311095.000000 Penalty: 3810.072510
	Iteration 40F: 3 clusters Score -6311095 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 118130 members 
Entering Unmasked Estep 
Score: -6311246.500000 Penalty: 3810.072510
	Iteration 41Q: 3 clusters Score -6311246 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 118587 members 
Entering Unmasked Estep 
Score: -6311390.500000 Penalty: 3810.072510
	Iteration 42Q: 3 clusters Score -6311390 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 119025 members 
Entering Unmasked Estep 
Score: -6311545.500000 Penalty: 3810.072510
	Iteration 43Q: 3 clusters Score -6311546 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 119447 members 
Entering Unmasked Estep 
Score: -6311722.000000 Penalty: 3810.072510
	Iteration 44Q: 3 clusters Score -6311722 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 119832 members 
Entering Unmasked Estep 
Score: -6311853.500000 Penalty: 3810.072510
	Iteration 45Q: 3 clusters Score -6311854 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 120155 members 
Entering Unmasked Estep 
Score: -6311989.000000 Penalty: 3810.072510
	Iteration 46Q: 3 clusters Score -6311989 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 120449 members 
Entering Unmasked Estep 
Score: -6312095.000000 Penalty: 3810.072510
	Iteration 47Q: 3 clusters Score -6312095 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 120699 members 
Entering Unmasked Estep 
Score: -6312159.500000 Penalty: 3810.072510
	Iteration 48Q: 3 clusters Score -6312160 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 120909 members 
Entering Unmasked Estep 
Score: -6312221.500000 Penalty: 3810.072510
	Iteration 49Q: 3 clusters Score -6312222 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 121118 members 
Entering Unmasked Estep 
Score: -6312299.500000 Penalty: 3810.072510
	Iteration 50Q: 3 clusters Score -6312300 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 121292 members 
Entering Unmasked Estep 
Score: -6312373.000000 Penalty: 3810.072510
	Iteration 51Q: 3 clusters Score -6312373 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 121452 members 
Entering Unmasked Estep 
Score: -6312428.500000 Penalty: 3810.072510
	Iteration 52Q: 3 clusters Score -6312428 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 121611 members 
Entering Unmasked Estep 
Score: -6312483.500000 Penalty: 3810.072510
	Iteration 53Q: 3 clusters Score -6312484 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 121756 members 
Entering Unmasked Estep 
Score: -6312541.500000 Penalty: 3810.072510
	Iteration 54Q: 3 clusters Score -6312542 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 121887 members 
Entering Unmasked Estep 
Score: -6312599.000000 Penalty: 3810.072510
	Iteration 55Q: 3 clusters Score -6312599 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 122019 members 
Entering Unmasked Estep 
Score: -6312689.500000 Penalty: 3810.072510
	Iteration 56Q: 3 clusters Score -6312690 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 122127 members 
Entering Unmasked Estep 
Score: -6312760.500000 Penalty: 3810.072510
	Iteration 57Q: 3 clusters Score -6312760 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 122219 members 
Entering Unmasked Estep 
Score: -6312821.000000 Penalty: 3810.072510
	Iteration 58Q: 3 clusters Score -6312821 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 122288 members 
Entering Unmasked Estep 
Score: -6312857.000000 Penalty: 3810.072510
	Iteration 59Q: 3 clusters Score -6312857 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 122357 members 
Entering Unmasked Estep 
Score: -6312889.000000 Penalty: 3810.072510
	Iteration 60F: 3 clusters Score -6312889 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 122407 members 
Entering Unmasked Estep 
Score: -6312921.500000 Penalty: 3810.072510
	Iteration 61Q: 3 clusters Score -6312922 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 122448 members 
Entering Unmasked Estep 
Score: -6312955.000000 Penalty: 3810.072510
	Iteration 62Q: 3 clusters Score -6312955 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 122478 members 
Entering Unmasked Estep 
Score: -6312981.500000 Penalty: 3810.072510
	Iteration 63Q: 3 clusters Score -6312982 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 122500 members 
Entering Unmasked Estep 
Score: -6313006.000000 Penalty: 3810.072510
	Iteration 64Q: 3 clusters Score -6313006 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 122523 members 
Entering Unmasked Estep 
Score: -6313024.500000 Penalty: 3810.072510
	Iteration 65Q: 3 clusters Score -6313024 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 122535 members 
Entering Unmasked Estep 
Score: -6313038.000000 Penalty: 3810.072510
	Iteration 66Q: 3 clusters Score -6313038 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 122557 members 
Entering Unmasked Estep 
Score: -6313060.000000 Penalty: 3810.072510
	Iteration 67Q: 3 clusters Score -6313060 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 122573 members 
Entering Unmasked Estep 
Score: -6313077.500000 Penalty: 3810.072510
	Iteration 68Q: 3 clusters Score -6313078 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 122587 members 
Entering Unmasked Estep 
Score: -6313090.000000 Penalty: 3810.072510
	Iteration 69Q: 3 clusters Score -6313090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 122584 members 
Entering Unmasked Estep 
Score: -6313109.000000 Penalty: 3810.072510
	Iteration 70Q: 3 clusters Score -6313109 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 122578 members 
Entering Unmasked Estep 
Score: -6313109.500000 Penalty: 3810.072510
	Iteration 71Q: 3 clusters Score -6313110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 122577 members 
Entering Unmasked Estep 
Score: -6313120.000000 Penalty: 3810.072510
	Iteration 72Q: 3 clusters Score -6313120 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 122576 members 
Entering Unmasked Estep 
Score: -6313133.500000 Penalty: 3810.072510
	Iteration 73Q: 3 clusters Score -6313134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 122569 members 
Entering Unmasked Estep 
Score: -6313142.000000 Penalty: 3810.072510
	Iteration 74Q: 3 clusters Score -6313142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 122571 members 
Entering Unmasked Estep 
Score: -6313139.000000 Penalty: 3810.072510
	Iteration 75Q: 3 clusters Score -6313139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 122570 members 
Entering Unmasked Estep 
Score: -6313138.500000 Penalty: 3810.072510
	Iteration 76Q: 3 clusters Score -6313138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 122576 members 
Entering Unmasked Estep 
Score: -6313149.500000 Penalty: 3810.072510
	Iteration 77Q: 3 clusters Score -6313150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 122581 members 
Entering Unmasked Estep 
Score: -6313149.500000 Penalty: 3810.072510
	Iteration 78Q: 3 clusters Score -6313150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 122582 members 
Entering Unmasked Estep 
Score: -6313149.000000 Penalty: 3810.072510
	Iteration 79Q: 3 clusters Score -6313149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 122583 members 
Entering Unmasked Estep 
Score: -6313155.500000 Penalty: 3810.072510
	Iteration 80F: 3 clusters Score -6313156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 122581 members 
Entering Unmasked Estep 
Score: -6313155.000000 Penalty: 3810.072510
	Iteration 81Q: 3 clusters Score -6313155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 122579 members 
Entering Unmasked Estep 
Score: -6313151.500000 Penalty: 3810.072510
	Iteration 82Q: 3 clusters Score -6313152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 122577 members 
Entering Unmasked Estep 
Score: -6313152.500000 Penalty: 3810.072510
	Iteration 83Q: 3 clusters Score -6313152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 122576 members 
Entering Unmasked Estep 
Score: -6313154.500000 Penalty: 3810.072510
	Iteration 84Q: 3 clusters Score -6313154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 122576 members 
Entering Unmasked Estep 
Score: -6313154.500000 Penalty: 3810.072510
	Iteration 85F: 3 clusters Score -6313154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Entering Unmasked Estep 
Score: -157743.671875 Penalty: 1304.570923
	Iteration 0F: 2 clusters Score -157743.7 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 1550 members 
Entering Unmasked Estep 
Score: -154988.906250 Penalty: 2609.141846
	Iteration 0F: 3 clusters Score -154988.9 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -155657.343750 Penalty: 2609.141846
	Iteration 1F: 3 clusters Score -155657.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -155796.859375 Penalty: 2609.141846
	Iteration 2F: 3 clusters Score -155796.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -155860.234375 Penalty: 2609.141846
	Iteration 3Q: 3 clusters Score -155860.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -155898.843750 Penalty: 2609.141846
	Iteration 4Q: 3 clusters Score -155898.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -155924.687500 Penalty: 2609.141846
	Iteration 5Q: 3 clusters Score -155924.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -155950.640625 Penalty: 2609.141846
	Iteration 6Q: 3 clusters Score -155950.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -155978.078125 Penalty: 2609.141846
	Iteration 7Q: 3 clusters Score -155978.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -156002.609375 Penalty: 2609.141846
	Iteration 8Q: 3 clusters Score -156002.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -156030.703125 Penalty: 2609.141846
	Iteration 9Q: 3 clusters Score -156030.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -156048.656250 Penalty: 2609.141846
	Iteration 10Q: 3 clusters Score -156048.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -156066.515625 Penalty: 2609.141846
	Iteration 11Q: 3 clusters Score -156066.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -156079.343750 Penalty: 2609.141846
	Iteration 12Q: 3 clusters Score -156079.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -156093.203125 Penalty: 2609.141846
	Iteration 13Q: 3 clusters Score -156093.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -156105.250000 Penalty: 2609.141846
	Iteration 14Q: 3 clusters Score -156105.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -156114.843750 Penalty: 2609.141846
	Iteration 15Q: 3 clusters Score -156114.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -156126.875000 Penalty: 2609.141846
	Iteration 16Q: 3 clusters Score -156126.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -156138.375000 Penalty: 2609.141846
	Iteration 17Q: 3 clusters Score -156138.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -156148.375000 Penalty: 2609.141846
	Iteration 18Q: 3 clusters Score -156148.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -156160.625000 Penalty: 2609.141846
	Iteration 19Q: 3 clusters Score -156160.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -156171.265625 Penalty: 2609.141846
	Iteration 20F: 3 clusters Score -156171.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -156178.546875 Penalty: 2609.141846
	Iteration 21Q: 3 clusters Score -156178.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -156183.609375 Penalty: 2609.141846
	Iteration 22Q: 3 clusters Score -156183.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -156185.015625 Penalty: 2609.141846
	Iteration 23Q: 3 clusters Score -156185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -156186.671875 Penalty: 2609.141846
	Iteration 24Q: 3 clusters Score -156186.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -156188.421875 Penalty: 2609.141846
	Iteration 25Q: 3 clusters Score -156188.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -156190.812500 Penalty: 2609.141846
	Iteration 26Q: 3 clusters Score -156190.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -156192.687500 Penalty: 2609.141846
	Iteration 27Q: 3 clusters Score -156192.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -156194.359375 Penalty: 2609.141846
	Iteration 28Q: 3 clusters Score -156194.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -156195.093750 Penalty: 2609.141846
	Iteration 29Q: 3 clusters Score -156195.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -156195.750000 Penalty: 2609.141846
	Iteration 30Q: 3 clusters Score -156195.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -156196.328125 Penalty: 2609.141846
	Iteration 31Q: 3 clusters Score -156196.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -156197.640625 Penalty: 2609.141846
	Iteration 32Q: 3 clusters Score -156197.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -156198.468750 Penalty: 2609.141846
	Iteration 33Q: 3 clusters Score -156198.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -156201.000000 Penalty: 2609.141846
	Iteration 34Q: 3 clusters Score -156201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -156204.375000 Penalty: 2609.141846
	Iteration 35Q: 3 clusters Score -156204.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -156206.078125 Penalty: 2609.141846
	Iteration 36Q: 3 clusters Score -156206.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -156209.578125 Penalty: 2609.141846
	Iteration 37Q: 3 clusters Score -156209.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -156213.343750 Penalty: 2609.141846
	Iteration 38Q: 3 clusters Score -156213.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -156216.718750 Penalty: 2609.141846
	Iteration 39Q: 3 clusters Score -156216.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -156222.656250 Penalty: 2609.141846
	Iteration 40F: 3 clusters Score -156222.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -156227.093750 Penalty: 2609.141846
	Iteration 41Q: 3 clusters Score -156227.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -156230.578125 Penalty: 2609.141846
	Iteration 42Q: 3 clusters Score -156230.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -156235.140625 Penalty: 2609.141846
	Iteration 43Q: 3 clusters Score -156235.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -156239.593750 Penalty: 2609.141846
	Iteration 44Q: 3 clusters Score -156239.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -156242.562500 Penalty: 2609.141846
	Iteration 45Q: 3 clusters Score -156242.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -156246.562500 Penalty: 2609.141846
	Iteration 46Q: 3 clusters Score -156246.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -156250.343750 Penalty: 2609.141846
	Iteration 47Q: 3 clusters Score -156250.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -156252.468750 Penalty: 2609.141846
	Iteration 48Q: 3 clusters Score -156252.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -156255.296875 Penalty: 2609.141846
	Iteration 49Q: 3 clusters Score -156255.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -156260.937500 Penalty: 2609.141846
	Iteration 50Q: 3 clusters Score -156260.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -156265.234375 Penalty: 2609.141846
	Iteration 51Q: 3 clusters Score -156265.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -156267.000000 Penalty: 2609.141846
	Iteration 52Q: 3 clusters Score -156267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -156269.937500 Penalty: 2609.141846
	Iteration 53Q: 3 clusters Score -156269.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -156271.609375 Penalty: 2609.141846
	Iteration 54Q: 3 clusters Score -156271.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -156272.546875 Penalty: 2609.141846
	Iteration 55Q: 3 clusters Score -156272.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -156273.218750 Penalty: 2609.141846
	Iteration 56Q: 3 clusters Score -156273.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -156273.218750 Penalty: 2609.141846
	Iteration 57F: 3 clusters Score -156273.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (47968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47968 members 
Entering Unmasked Estep 
Score: -2518968.250000 Penalty: 1751.472046
	Iteration 0F: 2 clusters Score -2518968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -2486603.500000 Penalty: 3502.944092
	Iteration 0F: 3 clusters Score -2486604 nChanged 22649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -2499051.000000 Penalty: 3502.944092
	Iteration 1F: 3 clusters Score -2499051 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -2499380.250000 Penalty: 3502.944092
	Iteration 2Q: 3 clusters Score -2499380 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -2499712.500000 Penalty: 3502.944092
	Iteration 3Q: 3 clusters Score -2499712 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -2500038.500000 Penalty: 3502.944092
	Iteration 4Q: 3 clusters Score -2500038 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -2500410.750000 Penalty: 3502.944092
	Iteration 5Q: 3 clusters Score -2500411 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -2500931.000000 Penalty: 3502.944092
	Iteration 6Q: 3 clusters Score -2500931 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -2501722.500000 Penalty: 3502.944092
	Iteration 7Q: 3 clusters Score -2501722 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -2502906.500000 Penalty: 3502.944092
	Iteration 8Q: 3 clusters Score -2502906 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -2504649.500000 Penalty: 3502.944092
	Iteration 9F: 3 clusters Score -2504650 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -2507011.000000 Penalty: 3502.944092
	Iteration 10F: 3 clusters Score -2507011 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -2509510.750000 Penalty: 3502.944092
	Iteration 11F: 3 clusters Score -2509511 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -2511570.500000 Penalty: 3502.944092
	Iteration 12F: 3 clusters Score -2511570 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -2512981.250000 Penalty: 3502.944092
	Iteration 13Q: 3 clusters Score -2512981 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 37453 members 
Entering Unmasked Estep 
Score: -2513855.250000 Penalty: 3502.944092
	Iteration 14Q: 3 clusters Score -2513855 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -2514502.500000 Penalty: 3502.944092
	Iteration 15Q: 3 clusters Score -2514502 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -2515024.750000 Penalty: 3502.944092
	Iteration 16Q: 3 clusters Score -2515025 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -2515396.500000 Penalty: 3502.944092
	Iteration 17Q: 3 clusters Score -2515396 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -2515676.000000 Penalty: 3502.944092
	Iteration 18Q: 3 clusters Score -2515676 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 39810 members 
Entering Unmasked Estep 
Score: -2515882.250000 Penalty: 3502.944092
	Iteration 19Q: 3 clusters Score -2515882 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -2516037.750000 Penalty: 3502.944092
	Iteration 20F: 3 clusters Score -2516038 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -2516186.750000 Penalty: 3502.944092
	Iteration 21Q: 3 clusters Score -2516187 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -2516327.000000 Penalty: 3502.944092
	Iteration 22Q: 3 clusters Score -2516327 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 41086 members 
Entering Unmasked Estep 
Score: -2516443.250000 Penalty: 3502.944092
	Iteration 23Q: 3 clusters Score -2516443 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -2516533.000000 Penalty: 3502.944092
	Iteration 24Q: 3 clusters Score -2516533 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -2516622.000000 Penalty: 3502.944092
	Iteration 25Q: 3 clusters Score -2516622 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -2516691.750000 Penalty: 3502.944092
	Iteration 26Q: 3 clusters Score -2516692 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -2516754.750000 Penalty: 3502.944092
	Iteration 27Q: 3 clusters Score -2516755 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -2516805.250000 Penalty: 3502.944092
	Iteration 28Q: 3 clusters Score -2516805 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -2516854.750000 Penalty: 3502.944092
	Iteration 29Q: 3 clusters Score -2516855 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 42768 members 
Entering Unmasked Estep 
Score: -2516904.000000 Penalty: 3502.944092
	Iteration 30Q: 3 clusters Score -2516904 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 42976 members 
Entering Unmasked Estep 
Score: -2516942.000000 Penalty: 3502.944092
	Iteration 31Q: 3 clusters Score -2516942 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -2516981.250000 Penalty: 3502.944092
	Iteration 32Q: 3 clusters Score -2516981 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 43346 members 
Entering Unmasked Estep 
Score: -2517022.000000 Penalty: 3502.944092
	Iteration 33Q: 3 clusters Score -2517022 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -2517043.750000 Penalty: 3502.944092
	Iteration 34Q: 3 clusters Score -2517044 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -2517086.500000 Penalty: 3502.944092
	Iteration 35Q: 3 clusters Score -2517086 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -2517109.250000 Penalty: 3502.944092
	Iteration 36Q: 3 clusters Score -2517109 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 43949 members 
Entering Unmasked Estep 
Score: -2517125.500000 Penalty: 3502.944092
	Iteration 37Q: 3 clusters Score -2517126 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 44081 members 
Entering Unmasked Estep 
Score: -2517158.500000 Penalty: 3502.944092
	Iteration 38Q: 3 clusters Score -2517158 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -2517180.250000 Penalty: 3502.944092
	Iteration 39Q: 3 clusters Score -2517180 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 44324 members 
Entering Unmasked Estep 
Score: -2517201.000000 Penalty: 3502.944092
	Iteration 40F: 3 clusters Score -2517201 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -2517229.500000 Penalty: 3502.944092
	Iteration 41Q: 3 clusters Score -2517230 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -2517255.500000 Penalty: 3502.944092
	Iteration 42Q: 3 clusters Score -2517256 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 44646 members 
Entering Unmasked Estep 
Score: -2517277.500000 Penalty: 3502.944092
	Iteration 43Q: 3 clusters Score -2517278 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 44748 members 
Entering Unmasked Estep 
Score: -2517298.250000 Penalty: 3502.944092
	Iteration 44Q: 3 clusters Score -2517298 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -2517327.500000 Penalty: 3502.944092
	Iteration 45Q: 3 clusters Score -2517328 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
Score: -2517340.500000 Penalty: 3502.944092
	Iteration 46Q: 3 clusters Score -2517340 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -2517360.500000 Penalty: 3502.944092
	Iteration 47Q: 3 clusters Score -2517360 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 45131 members 
Entering Unmasked Estep 
Score: -2517378.750000 Penalty: 3502.944092
	Iteration 48Q: 3 clusters Score -2517379 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 45202 members 
Entering Unmasked Estep 
Score: -2517398.500000 Penalty: 3502.944092
	Iteration 49Q: 3 clusters Score -2517398 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -2517411.750000 Penalty: 3502.944092
	Iteration 50Q: 3 clusters Score -2517412 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 45327 members 
Entering Unmasked Estep 
Score: -2517424.000000 Penalty: 3502.944092
	Iteration 51Q: 3 clusters Score -2517424 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -2517429.000000 Penalty: 3502.944092
	Iteration 52Q: 3 clusters Score -2517429 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 45444 members 
Entering Unmasked Estep 
Score: -2517447.750000 Penalty: 3502.944092
	Iteration 53Q: 3 clusters Score -2517448 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -2517461.250000 Penalty: 3502.944092
	Iteration 54Q: 3 clusters Score -2517461 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 45552 members 
Entering Unmasked Estep 
Score: -2517472.000000 Penalty: 3502.944092
	Iteration 55Q: 3 clusters Score -2517472 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 45591 members 
Entering Unmasked Estep 
Score: -2517480.250000 Penalty: 3502.944092
	Iteration 56Q: 3 clusters Score -2517480 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
Score: -2517484.750000 Penalty: 3502.944092
	Iteration 57Q: 3 clusters Score -2517485 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 45656 members 
Entering Unmasked Estep 
Score: -2517494.500000 Penalty: 3502.944092
	Iteration 58Q: 3 clusters Score -2517494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 45681 members 
Entering Unmasked Estep 
Score: -2517499.250000 Penalty: 3502.944092
	Iteration 59Q: 3 clusters Score -2517499 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -2517501.000000 Penalty: 3502.944092
	Iteration 60F: 3 clusters Score -2517501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 45724 members 
Entering Unmasked Estep 
Score: -2517505.250000 Penalty: 3502.944092
	Iteration 61Q: 3 clusters Score -2517505 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 45747 members 
Entering Unmasked Estep 
Score: -2517500.000000 Penalty: 3502.944092
	Iteration 62Q: 3 clusters Score -2517500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 45762 members 
Entering Unmasked Estep 
Score: -2517502.500000 Penalty: 3502.944092
	Iteration 63Q: 3 clusters Score -2517502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -2517501.250000 Penalty: 3502.944092
	Iteration 64Q: 3 clusters Score -2517501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 45782 members 
Entering Unmasked Estep 
Score: -2517509.750000 Penalty: 3502.944092
	Iteration 65Q: 3 clusters Score -2517510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 45793 members 
Entering Unmasked Estep 
Score: -2517514.250000 Penalty: 3502.944092
	Iteration 66Q: 3 clusters Score -2517514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -2517513.500000 Penalty: 3502.944092
	Iteration 67Q: 3 clusters Score -2517514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 45812 members 
Entering Unmasked Estep 
Score: -2517516.750000 Penalty: 3502.944092
	Iteration 68Q: 3 clusters Score -2517517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 45824 members 
Entering Unmasked Estep 
Score: -2517523.000000 Penalty: 3502.944092
	Iteration 69Q: 3 clusters Score -2517523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -2517520.000000 Penalty: 3502.944092
	Iteration 70Q: 3 clusters Score -2517520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -2517521.750000 Penalty: 3502.944092
	Iteration 71Q: 3 clusters Score -2517522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 45857 members 
Entering Unmasked Estep 
Score: -2517522.250000 Penalty: 3502.944092
	Iteration 72Q: 3 clusters Score -2517522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 45865 members 
Entering Unmasked Estep 
Score: -2517525.000000 Penalty: 3502.944092
	Iteration 73Q: 3 clusters Score -2517525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 45876 members 
Entering Unmasked Estep 
Score: -2517527.250000 Penalty: 3502.944092
	Iteration 74Q: 3 clusters Score -2517527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -2517532.000000 Penalty: 3502.944092
	Iteration 75Q: 3 clusters Score -2517532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 45905 members 
Entering Unmasked Estep 
Score: -2517529.750000 Penalty: 3502.944092
	Iteration 76Q: 3 clusters Score -2517530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -2517530.500000 Penalty: 3502.944092
	Iteration 77Q: 3 clusters Score -2517530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 45937 members 
Entering Unmasked Estep 
Score: -2517534.250000 Penalty: 3502.944092
	Iteration 78Q: 3 clusters Score -2517534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -2517539.250000 Penalty: 3502.944092
	Iteration 79Q: 3 clusters Score -2517539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 45958 members 
Entering Unmasked Estep 
Score: -2517540.250000 Penalty: 3502.944092
	Iteration 80F: 3 clusters Score -2517540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 45970 members 
Entering Unmasked Estep 
Score: -2517542.750000 Penalty: 3502.944092
	Iteration 81Q: 3 clusters Score -2517543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -2517539.750000 Penalty: 3502.944092
	Iteration 82Q: 3 clusters Score -2517540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 45987 members 
Entering Unmasked Estep 
Score: -2517542.000000 Penalty: 3502.944092
	Iteration 83Q: 3 clusters Score -2517542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 45994 members 
Entering Unmasked Estep 
Score: -2517541.750000 Penalty: 3502.944092
	Iteration 84Q: 3 clusters Score -2517542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 45998 members 
Entering Unmasked Estep 
Score: -2517546.250000 Penalty: 3502.944092
	Iteration 85Q: 3 clusters Score -2517546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 46000 members 
Entering Unmasked Estep 
Score: -2517547.250000 Penalty: 3502.944092
	Iteration 86Q: 3 clusters Score -2517547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -2517547.000000 Penalty: 3502.944092
	Iteration 87Q: 3 clusters Score -2517547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 46005 members 
Entering Unmasked Estep 
Score: -2517548.000000 Penalty: 3502.944092
	Iteration 88Q: 3 clusters Score -2517548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 46006 members 
Entering Unmasked Estep 
Score: -2517548.000000 Penalty: 3502.944092
	Iteration 89Q: 3 clusters Score -2517548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 46008 members 
Entering Unmasked Estep 
Score: -2517544.250000 Penalty: 3502.944092
	Iteration 90Q: 3 clusters Score -2517544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
Score: -2517547.250000 Penalty: 3502.944092
	Iteration 91Q: 3 clusters Score -2517547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
Score: -2517547.250000 Penalty: 3502.944092
	Iteration 92F: 3 clusters Score -2517547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Entering Unmasked Estep 
Score: -861798.875000 Penalty: 1574.007812
	Iteration 0F: 2 clusters Score -861798.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -850610.125000 Penalty: 3148.015625
	Iteration 0F: 3 clusters Score -850610.1 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -854588.875000 Penalty: 3148.015625
	Iteration 1F: 3 clusters Score -854588.9 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -854943.000000 Penalty: 3148.015625
	Iteration 2F: 3 clusters Score -854943 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -855286.250000 Penalty: 3148.015625
	Iteration 3Q: 3 clusters Score -855286.2 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -855596.812500 Penalty: 3148.015625
	Iteration 4Q: 3 clusters Score -855596.8 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -855877.125000 Penalty: 3148.015625
	Iteration 5Q: 3 clusters Score -855877.1 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -856173.000000 Penalty: 3148.015625
	Iteration 6Q: 3 clusters Score -856173 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -856482.437500 Penalty: 3148.015625
	Iteration 7Q: 3 clusters Score -856482.4 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -856889.500000 Penalty: 3148.015625
	Iteration 8Q: 3 clusters Score -856889.5 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -857369.937500 Penalty: 3148.015625
	Iteration 9Q: 3 clusters Score -857369.9 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -857852.125000 Penalty: 3148.015625
	Iteration 10Q: 3 clusters Score -857852.1 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -858326.125000 Penalty: 3148.015625
	Iteration 11Q: 3 clusters Score -858326.1 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -858764.625000 Penalty: 3148.015625
	Iteration 12Q: 3 clusters Score -858764.6 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -859174.625000 Penalty: 3148.015625
	Iteration 13Q: 3 clusters Score -859174.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -859500.437500 Penalty: 3148.015625
	Iteration 14Q: 3 clusters Score -859500.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -859731.500000 Penalty: 3148.015625
	Iteration 15Q: 3 clusters Score -859731.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -859936.000000 Penalty: 3148.015625
	Iteration 16Q: 3 clusters Score -859936 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -860078.125000 Penalty: 3148.015625
	Iteration 17Q: 3 clusters Score -860078.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -860179.375000 Penalty: 3148.015625
	Iteration 18Q: 3 clusters Score -860179.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -860250.625000 Penalty: 3148.015625
	Iteration 19Q: 3 clusters Score -860250.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -860298.625000 Penalty: 3148.015625
	Iteration 20F: 3 clusters Score -860298.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -860343.375000 Penalty: 3148.015625
	Iteration 21Q: 3 clusters Score -860343.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -860375.437500 Penalty: 3148.015625
	Iteration 22Q: 3 clusters Score -860375.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -860396.750000 Penalty: 3148.015625
	Iteration 23Q: 3 clusters Score -860396.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -860417.187500 Penalty: 3148.015625
	Iteration 24Q: 3 clusters Score -860417.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -860427.750000 Penalty: 3148.015625
	Iteration 25Q: 3 clusters Score -860427.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -860438.812500 Penalty: 3148.015625
	Iteration 26Q: 3 clusters Score -860438.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -860452.375000 Penalty: 3148.015625
	Iteration 27Q: 3 clusters Score -860452.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -860456.500000 Penalty: 3148.015625
	Iteration 28Q: 3 clusters Score -860456.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -860461.812500 Penalty: 3148.015625
	Iteration 29Q: 3 clusters Score -860461.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -860465.375000 Penalty: 3148.015625
	Iteration 30Q: 3 clusters Score -860465.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -860466.812500 Penalty: 3148.015625
	Iteration 31Q: 3 clusters Score -860466.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -860466.375000 Penalty: 3148.015625
	Iteration 32Q: 3 clusters Score -860466.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -860466.375000 Penalty: 3148.015625
	Iteration 33F: 3 clusters Score -860466.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Entering Unmasked Estep 
Score: -290350.812500 Penalty: 1398.939697
	Iteration 0F: 2 clusters Score -290350.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -286068.281250 Penalty: 2797.879395
	Iteration 0F: 3 clusters Score -286068.3 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -287224.312500 Penalty: 2797.879395
	Iteration 1F: 3 clusters Score -287224.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -287370.156250 Penalty: 2797.879395
	Iteration 2F: 3 clusters Score -287370.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -287464.250000 Penalty: 2797.879395
	Iteration 3Q: 3 clusters Score -287464.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -287534.562500 Penalty: 2797.879395
	Iteration 4Q: 3 clusters Score -287534.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -287591.156250 Penalty: 2797.879395
	Iteration 5Q: 3 clusters Score -287591.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -287643.781250 Penalty: 2797.879395
	Iteration 6Q: 3 clusters Score -287643.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -287696.125000 Penalty: 2797.879395
	Iteration 7Q: 3 clusters Score -287696.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -287760.218750 Penalty: 2797.879395
	Iteration 8Q: 3 clusters Score -287760.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -287824.656250 Penalty: 2797.879395
	Iteration 9Q: 3 clusters Score -287824.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -287892.156250 Penalty: 2797.879395
	Iteration 10Q: 3 clusters Score -287892.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -287975.281250 Penalty: 2797.879395
	Iteration 11Q: 3 clusters Score -287975.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -288071.156250 Penalty: 2797.879395
	Iteration 12Q: 3 clusters Score -288071.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -288180.562500 Penalty: 2797.879395
	Iteration 13Q: 3 clusters Score -288180.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -288311.437500 Penalty: 2797.879395
	Iteration 14Q: 3 clusters Score -288311.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -288423.156250 Penalty: 2797.879395
	Iteration 15Q: 3 clusters Score -288423.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -288523.000000 Penalty: 2797.879395
	Iteration 16Q: 3 clusters Score -288523 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -288626.562500 Penalty: 2797.879395
	Iteration 17Q: 3 clusters Score -288626.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -288717.312500 Penalty: 2797.879395
	Iteration 18Q: 3 clusters Score -288717.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -288790.500000 Penalty: 2797.879395
	Iteration 19Q: 3 clusters Score -288790.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -288857.968750 Penalty: 2797.879395
	Iteration 20F: 3 clusters Score -288858 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -288923.156250 Penalty: 2797.879395
	Iteration 21Q: 3 clusters Score -288923.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -288967.500000 Penalty: 2797.879395
	Iteration 22Q: 3 clusters Score -288967.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -288998.687500 Penalty: 2797.879395
	Iteration 23Q: 3 clusters Score -288998.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -289020.093750 Penalty: 2797.879395
	Iteration 24Q: 3 clusters Score -289020.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -289040.500000 Penalty: 2797.879395
	Iteration 25Q: 3 clusters Score -289040.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -289057.937500 Penalty: 2797.879395
	Iteration 26Q: 3 clusters Score -289057.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -289066.593750 Penalty: 2797.879395
	Iteration 27Q: 3 clusters Score -289066.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -289074.750000 Penalty: 2797.879395
	Iteration 28Q: 3 clusters Score -289074.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -289088.875000 Penalty: 2797.879395
	Iteration 29Q: 3 clusters Score -289088.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -289097.875000 Penalty: 2797.879395
	Iteration 30Q: 3 clusters Score -289097.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -289103.156250 Penalty: 2797.879395
	Iteration 31Q: 3 clusters Score -289103.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -289108.156250 Penalty: 2797.879395
	Iteration 32Q: 3 clusters Score -289108.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -289114.156250 Penalty: 2797.879395
	Iteration 33Q: 3 clusters Score -289114.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -289115.062500 Penalty: 2797.879395
	Iteration 34Q: 3 clusters Score -289115.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -289117.906250 Penalty: 2797.879395
	Iteration 35Q: 3 clusters Score -289117.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -289124.343750 Penalty: 2797.879395
	Iteration 36Q: 3 clusters Score -289124.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -289128.218750 Penalty: 2797.879395
	Iteration 37Q: 3 clusters Score -289128.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -289129.156250 Penalty: 2797.879395
	Iteration 38Q: 3 clusters Score -289129.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -289130.312500 Penalty: 2797.879395
	Iteration 39Q: 3 clusters Score -289130.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -289131.468750 Penalty: 2797.879395
	Iteration 40F: 3 clusters Score -289131.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Entering Unmasked Estep 
Score: -220449.187500 Penalty: 1362.827271
	Iteration 0F: 2 clusters Score -220449.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -216860.140625 Penalty: 2725.654541
	Iteration 0F: 3 clusters Score -216860.1 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -217887.796875 Penalty: 2725.654541
	Iteration 1F: 3 clusters Score -217887.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -218124.125000 Penalty: 2725.654541
	Iteration 2F: 3 clusters Score -218124.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -218291.156250 Penalty: 2725.654541
	Iteration 3F: 3 clusters Score -218291.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -218405.531250 Penalty: 2725.654541
	Iteration 4Q: 3 clusters Score -218405.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -218506.453125 Penalty: 2725.654541
	Iteration 5Q: 3 clusters Score -218506.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -218612.281250 Penalty: 2725.654541
	Iteration 6Q: 3 clusters Score -218612.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -218737.437500 Penalty: 2725.654541
	Iteration 7Q: 3 clusters Score -218737.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -218839.359375 Penalty: 2725.654541
	Iteration 8Q: 3 clusters Score -218839.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -218937.796875 Penalty: 2725.654541
	Iteration 9Q: 3 clusters Score -218937.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -219053.343750 Penalty: 2725.654541
	Iteration 10Q: 3 clusters Score -219053.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -219145.328125 Penalty: 2725.654541
	Iteration 11Q: 3 clusters Score -219145.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -219226.015625 Penalty: 2725.654541
	Iteration 12Q: 3 clusters Score -219226 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -219277.953125 Penalty: 2725.654541
	Iteration 13Q: 3 clusters Score -219278 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -219317.421875 Penalty: 2725.654541
	Iteration 14Q: 3 clusters Score -219317.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -219342.375000 Penalty: 2725.654541
	Iteration 15Q: 3 clusters Score -219342.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -219359.390625 Penalty: 2725.654541
	Iteration 16Q: 3 clusters Score -219359.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -219378.703125 Penalty: 2725.654541
	Iteration 17Q: 3 clusters Score -219378.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -219394.671875 Penalty: 2725.654541
	Iteration 18Q: 3 clusters Score -219394.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -219402.453125 Penalty: 2725.654541
	Iteration 19Q: 3 clusters Score -219402.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -219409.156250 Penalty: 2725.654541
	Iteration 20F: 3 clusters Score -219409.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -219423.750000 Penalty: 2725.654541
	Iteration 21Q: 3 clusters Score -219423.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -219434.625000 Penalty: 2725.654541
	Iteration 22Q: 3 clusters Score -219434.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -219439.625000 Penalty: 2725.654541
	Iteration 23Q: 3 clusters Score -219439.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -219441.328125 Penalty: 2725.654541
	Iteration 24Q: 3 clusters Score -219441.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -219442.156250 Penalty: 2725.654541
	Iteration 25Q: 3 clusters Score -219442.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -219442.812500 Penalty: 2725.654541
	Iteration 26Q: 3 clusters Score -219442.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -219443.437500 Penalty: 2725.654541
	Iteration 27Q: 3 clusters Score -219443.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -219443.484375 Penalty: 2725.654541
	Iteration 28Q: 3 clusters Score -219443.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -219443.484375 Penalty: 2725.654541
	Iteration 29F: 3 clusters Score -219443.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Entering Unmasked Estep 
Score: -110912.289062 Penalty: 1258.562988
	Iteration 0F: 2 clusters Score -110912.3 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 1134 members 
Entering Unmasked Estep 
Score: -108599.031250 Penalty: 2517.125977
	Iteration 0F: 3 clusters Score -108599 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -109160.328125 Penalty: 2517.125977
	Iteration 1F: 3 clusters Score -109160.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -109277.789062 Penalty: 2517.125977
	Iteration 2F: 3 clusters Score -109277.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -109336.023438 Penalty: 2517.125977
	Iteration 3Q: 3 clusters Score -109336 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -109375.187500 Penalty: 2517.125977
	Iteration 4Q: 3 clusters Score -109375.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -109396.117188 Penalty: 2517.125977
	Iteration 5Q: 3 clusters Score -109396.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -109415.750000 Penalty: 2517.125977
	Iteration 6Q: 3 clusters Score -109415.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -109436.718750 Penalty: 2517.125977
	Iteration 7Q: 3 clusters Score -109436.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -109451.906250 Penalty: 2517.125977
	Iteration 8Q: 3 clusters Score -109451.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -109469.796875 Penalty: 2517.125977
	Iteration 9Q: 3 clusters Score -109469.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -109489.601562 Penalty: 2517.125977
	Iteration 10Q: 3 clusters Score -109489.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -109508.218750 Penalty: 2517.125977
	Iteration 11Q: 3 clusters Score -109508.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -109518.984375 Penalty: 2517.125977
	Iteration 12Q: 3 clusters Score -109519 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -109529.593750 Penalty: 2517.125977
	Iteration 13Q: 3 clusters Score -109529.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -109539.812500 Penalty: 2517.125977
	Iteration 14Q: 3 clusters Score -109539.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -109548.109375 Penalty: 2517.125977
	Iteration 15Q: 3 clusters Score -109548.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -109554.656250 Penalty: 2517.125977
	Iteration 16Q: 3 clusters Score -109554.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -109560.632812 Penalty: 2517.125977
	Iteration 17Q: 3 clusters Score -109560.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -109566.578125 Penalty: 2517.125977
	Iteration 18Q: 3 clusters Score -109566.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -109572.484375 Penalty: 2517.125977
	Iteration 19Q: 3 clusters Score -109572.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -109579.781250 Penalty: 2517.125977
	Iteration 20F: 3 clusters Score -109579.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -109586.734375 Penalty: 2517.125977
	Iteration 21Q: 3 clusters Score -109586.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -109593.031250 Penalty: 2517.125977
	Iteration 22Q: 3 clusters Score -109593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -109596.773438 Penalty: 2517.125977
	Iteration 23Q: 3 clusters Score -109596.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -109599.375000 Penalty: 2517.125977
	Iteration 24Q: 3 clusters Score -109599.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -109601.734375 Penalty: 2517.125977
	Iteration 25Q: 3 clusters Score -109601.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -109602.695312 Penalty: 2517.125977
	Iteration 26Q: 3 clusters Score -109602.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -109604.015625 Penalty: 2517.125977
	Iteration 27Q: 3 clusters Score -109604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -109606.390625 Penalty: 2517.125977
	Iteration 28Q: 3 clusters Score -109606.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -109609.507812 Penalty: 2517.125977
	Iteration 29Q: 3 clusters Score -109609.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -109610.343750 Penalty: 2517.125977
	Iteration 30Q: 3 clusters Score -109610.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -109610.750000 Penalty: 2517.125977
	Iteration 31Q: 3 clusters Score -109610.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -109610.750000 Penalty: 2517.125977
	Iteration 32F: 3 clusters Score -109610.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (39231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39231 members 
Entering Unmasked Estep 
Score: -2059935.875000 Penalty: 1718.798706
	Iteration 0F: 2 clusters Score -2059936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2033595.125000 Penalty: 3437.597412
	Iteration 0F: 3 clusters Score -2033595 nChanged 18384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -2043837.375000 Penalty: 3437.597412
	Iteration 1F: 3 clusters Score -2043837 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -2044309.000000 Penalty: 3437.597412
	Iteration 2Q: 3 clusters Score -2044309 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -2044859.000000 Penalty: 3437.597412
	Iteration 3Q: 3 clusters Score -2044859 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -2045528.625000 Penalty: 3437.597412
	Iteration 4Q: 3 clusters Score -2045529 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -2046326 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -2047287.250000 Penalty: 3437.597412
	Iteration 6Q: 3 clusters Score -2047287 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -2048483 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -2049803 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2051202.500000 Penalty: 3437.597412
	Iteration 9F: 3 clusters Score -2051202 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -2052439.875000 Penalty: 3437.597412
	Iteration 10F: 3 clusters Score -2052440 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2053247.125000 Penalty: 3437.597412
	Iteration 11Q: 3 clusters Score -2053247 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -2053758.250000 Penalty: 3437.597412
	Iteration 12Q: 3 clusters Score -2053758 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2054039.875000 Penalty: 3437.597412
	Iteration 13Q: 3 clusters Score -2054040 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2054222.625000 Penalty: 3437.597412
	Iteration 14Q: 3 clusters Score -2054223 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -2054371.625000 Penalty: 3437.597412
	Iteration 15Q: 3 clusters Score -2054372 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -2054486.875000 Penalty: 3437.597412
	Iteration 16Q: 3 clusters Score -2054487 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2054596.375000 Penalty: 3437.597412
	Iteration 17Q: 3 clusters Score -2054596 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -2054655.250000 Penalty: 3437.597412
	Iteration 18Q: 3 clusters Score -2054655 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -2054707.125000 Penalty: 3437.597412
	Iteration 19Q: 3 clusters Score -2054707 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2054754.125000 Penalty: 3437.597412
	Iteration 20F: 3 clusters Score -2054754 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -2054801.750000 Penalty: 3437.597412
	Iteration 21Q: 3 clusters Score -2054802 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -2054844.500000 Penalty: 3437.597412
	Iteration 22Q: 3 clusters Score -2054844 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2054880.000000 Penalty: 3437.597412
	Iteration 23Q: 3 clusters Score -2054880 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -2054930.625000 Penalty: 3437.597412
	Iteration 24Q: 3 clusters Score -2054931 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2054987.750000 Penalty: 3437.597412
	Iteration 25Q: 3 clusters Score -2054988 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2055036.250000 Penalty: 3437.597412
	Iteration 26Q: 3 clusters Score -2055036 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2055081.375000 Penalty: 3437.597412
	Iteration 27Q: 3 clusters Score -2055081 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2055131.500000 Penalty: 3437.597412
	Iteration 28Q: 3 clusters Score -2055132 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2055188.875000 Penalty: 3437.597412
	Iteration 29Q: 3 clusters Score -2055189 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2055257.625000 Penalty: 3437.597412
	Iteration 30Q: 3 clusters Score -2055258 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2055341.000000 Penalty: 3437.597412
	Iteration 31Q: 3 clusters Score -2055341 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2055410.875000 Penalty: 3437.597412
	Iteration 32Q: 3 clusters Score -2055411 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2055503.250000 Penalty: 3437.597412
	Iteration 33Q: 3 clusters Score -2055503 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2055624.000000 Penalty: 3437.597412
	Iteration 34Q: 3 clusters Score -2055624 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -2055728.625000 Penalty: 3437.597412
	Iteration 35Q: 3 clusters Score -2055729 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -2055849.625000 Penalty: 3437.597412
	Iteration 36Q: 3 clusters Score -2055850 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -2055990.000000 Penalty: 3437.597412
	Iteration 37Q: 3 clusters Score -2055990 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2056153.750000 Penalty: 3437.597412
	Iteration 38Q: 3 clusters Score -2056154 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2056350.000000 Penalty: 3437.597412
	Iteration 39Q: 3 clusters Score -2056350 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32855 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2056574.750000 Penalty: 3437.597412
	Iteration 40F: 3 clusters Score -2056575 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -2056797.625000 Penalty: 3437.597412
	Iteration 41Q: 3 clusters Score -2056798 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -2056995.375000 Penalty: 3437.597412
	Iteration 42Q: 3 clusters Score -2056995 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -2057174.250000 Penalty: 3437.597412
	Iteration 43Q: 3 clusters Score -2057174 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34405 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -2057334.000000 Penalty: 3437.597412
	Iteration 44Q: 3 clusters Score -2057334 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -2057497.250000 Penalty: 3437.597412
	Iteration 45Q: 3 clusters Score -2057497 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -2057629.750000 Penalty: 3437.597412
	Iteration 46Q: 3 clusters Score -2057630 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2057762.000000 Penalty: 3437.597412
	Iteration 47Q: 3 clusters Score -2057762 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -2057899.375000 Penalty: 3437.597412
	Iteration 48Q: 3 clusters Score -2057899 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -2058004.750000 Penalty: 3437.597412
	Iteration 49Q: 3 clusters Score -2058005 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2058112.000000 Penalty: 3437.597412
	Iteration 50Q: 3 clusters Score -2058112 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2058213.000000 Penalty: 3437.597412
	Iteration 51Q: 3 clusters Score -2058213 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2058292.250000 Penalty: 3437.597412
	Iteration 52Q: 3 clusters Score -2058292 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2058359.000000 Penalty: 3437.597412
	Iteration 53Q: 3 clusters Score -2058359 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2058406.000000 Penalty: 3437.597412
	Iteration 54Q: 3 clusters Score -2058406 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2058439.250000 Penalty: 3437.597412
	Iteration 55Q: 3 clusters Score -2058439 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2058472.125000 Penalty: 3437.597412
	Iteration 56Q: 3 clusters Score -2058472 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2058498.250000 Penalty: 3437.597412
	Iteration 57Q: 3 clusters Score -2058498 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2058506.875000 Penalty: 3437.597412
	Iteration 58Q: 3 clusters Score -2058507 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2058517.375000 Penalty: 3437.597412
	Iteration 59Q: 3 clusters Score -2058517 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2058527.375000 Penalty: 3437.597412
	Iteration 60F: 3 clusters Score -2058527 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2058546.250000 Penalty: 3437.597412
	Iteration 61Q: 3 clusters Score -2058546 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2058562.375000 Penalty: 3437.597412
	Iteration 62Q: 3 clusters Score -2058562 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2058572.500000 Penalty: 3437.597412
	Iteration 63Q: 3 clusters Score -2058572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2058582.000000 Penalty: 3437.597412
	Iteration 64Q: 3 clusters Score -2058582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2058580.000000 Penalty: 3437.597412
	Iteration 65Q: 3 clusters Score -2058580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2058592.875000 Penalty: 3437.597412
	Iteration 66Q: 3 clusters Score -2058593 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2058596.000000 Penalty: 3437.597412
	Iteration 67Q: 3 clusters Score -2058596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2058609.250000 Penalty: 3437.597412
	Iteration 68Q: 3 clusters Score -2058609 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2058615.875000 Penalty: 3437.597412
	Iteration 69Q: 3 clusters Score -2058616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2058620.250000 Penalty: 3437.597412
	Iteration 70Q: 3 clusters Score -2058620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37764 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2058627.375000 Penalty: 3437.597412
	Iteration 71Q: 3 clusters Score -2058627 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2058630.625000 Penalty: 3437.597412
	Iteration 72Q: 3 clusters Score -2058631 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2058634.375000 Penalty: 3437.597412
	Iteration 73Q: 3 clusters Score -2058634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2058645.875000 Penalty: 3437.597412
	Iteration 74Q: 3 clusters Score -2058646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37842 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2058655.625000 Penalty: 3437.597412
	Iteration 75Q: 3 clusters Score -2058656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2058655.125000 Penalty: 3437.597412
	Iteration 76Q: 3 clusters Score -2058655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2058656.875000 Penalty: 3437.597412
	Iteration 77Q: 3 clusters Score -2058657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2058658.250000 Penalty: 3437.597412
	Iteration 78Q: 3 clusters Score -2058658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2058666.000000 Penalty: 3437.597412
	Iteration 79Q: 3 clusters Score -2058666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2058668.625000 Penalty: 3437.597412
	Iteration 80F: 3 clusters Score -2058669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2058670.000000 Penalty: 3437.597412
	Iteration 81Q: 3 clusters Score -2058670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2058667.750000 Penalty: 3437.597412
	Iteration 82Q: 3 clusters Score -2058668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2058670.875000 Penalty: 3437.597412
	Iteration 83Q: 3 clusters Score -2058671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2058673.750000 Penalty: 3437.597412
	Iteration 84Q: 3 clusters Score -2058674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2058670.125000 Penalty: 3437.597412
	Iteration 85Q: 3 clusters Score -2058670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2058670.375000 Penalty: 3437.597412
	Iteration 86Q: 3 clusters Score -2058670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2058672.625000 Penalty: 3437.597412
	Iteration 87Q: 3 clusters Score -2058673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2058672.625000 Penalty: 3437.597412
	Iteration 88F: 3 clusters Score -2058673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Entering Unmasked Estep 
Score: -134056.140625 Penalty: 1282.401978
	Iteration 0F: 2 clusters Score -134056.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -131528.468750 Penalty: 2564.803955
	Iteration 0F: 3 clusters Score -131528.5 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -132084.046875 Penalty: 2564.803955
	Iteration 1F: 3 clusters Score -132084 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -132212.703125 Penalty: 2564.803955
	Iteration 2F: 3 clusters Score -132212.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -132312.000000 Penalty: 2564.803955
	Iteration 3F: 3 clusters Score -132312 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -132381.359375 Penalty: 2564.803955
	Iteration 4Q: 3 clusters Score -132381.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -132439.656250 Penalty: 2564.803955
	Iteration 5Q: 3 clusters Score -132439.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -132486.234375 Penalty: 2564.803955
	Iteration 6Q: 3 clusters Score -132486.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -132527.500000 Penalty: 2564.803955
	Iteration 7Q: 3 clusters Score -132527.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -132566.250000 Penalty: 2564.803955
	Iteration 8Q: 3 clusters Score -132566.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -132601.937500 Penalty: 2564.803955
	Iteration 9Q: 3 clusters Score -132601.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -132626.171875 Penalty: 2564.803955
	Iteration 10Q: 3 clusters Score -132626.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -132648.312500 Penalty: 2564.803955
	Iteration 11Q: 3 clusters Score -132648.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -132680.859375 Penalty: 2564.803955
	Iteration 12Q: 3 clusters Score -132680.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -132711.062500 Penalty: 2564.803955
	Iteration 13Q: 3 clusters Score -132711.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -132733.515625 Penalty: 2564.803955
	Iteration 14Q: 3 clusters Score -132733.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -132751.218750 Penalty: 2564.803955
	Iteration 15Q: 3 clusters Score -132751.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -132761.656250 Penalty: 2564.803955
	Iteration 16Q: 3 clusters Score -132761.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -132772.500000 Penalty: 2564.803955
	Iteration 17Q: 3 clusters Score -132772.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -132779.796875 Penalty: 2564.803955
	Iteration 18Q: 3 clusters Score -132779.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -132787.140625 Penalty: 2564.803955
	Iteration 19Q: 3 clusters Score -132787.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -132795.468750 Penalty: 2564.803955
	Iteration 20F: 3 clusters Score -132795.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -132803.031250 Penalty: 2564.803955
	Iteration 21Q: 3 clusters Score -132803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -132812.765625 Penalty: 2564.803955
	Iteration 22Q: 3 clusters Score -132812.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -132825.109375 Penalty: 2564.803955
	Iteration 23Q: 3 clusters Score -132825.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -132832.203125 Penalty: 2564.803955
	Iteration 24Q: 3 clusters Score -132832.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -132840.218750 Penalty: 2564.803955
	Iteration 25Q: 3 clusters Score -132840.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -132848.750000 Penalty: 2564.803955
	Iteration 26Q: 3 clusters Score -132848.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -132857.453125 Penalty: 2564.803955
	Iteration 27Q: 3 clusters Score -132857.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -132869.312500 Penalty: 2564.803955
	Iteration 28Q: 3 clusters Score -132869.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -132882.453125 Penalty: 2564.803955
	Iteration 29Q: 3 clusters Score -132882.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -132895.343750 Penalty: 2564.803955
	Iteration 30Q: 3 clusters Score -132895.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -132911.406250 Penalty: 2564.803955
	Iteration 31Q: 3 clusters Score -132911.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -132922.375000 Penalty: 2564.803955
	Iteration 32Q: 3 clusters Score -132922.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -132932.921875 Penalty: 2564.803955
	Iteration 33Q: 3 clusters Score -132932.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -132937.750000 Penalty: 2564.803955
	Iteration 34Q: 3 clusters Score -132937.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -132942.343750 Penalty: 2564.803955
	Iteration 35Q: 3 clusters Score -132942.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -132946.218750 Penalty: 2564.803955
	Iteration 36Q: 3 clusters Score -132946.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -132952.109375 Penalty: 2564.803955
	Iteration 37Q: 3 clusters Score -132952.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -132959.421875 Penalty: 2564.803955
	Iteration 38Q: 3 clusters Score -132959.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -132969.546875 Penalty: 2564.803955
	Iteration 39Q: 3 clusters Score -132969.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -132975.640625 Penalty: 2564.803955
	Iteration 40F: 3 clusters Score -132975.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -132981.218750 Penalty: 2564.803955
	Iteration 41Q: 3 clusters Score -132981.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -132989.375000 Penalty: 2564.803955
	Iteration 42Q: 3 clusters Score -132989.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -132995.531250 Penalty: 2564.803955
	Iteration 43Q: 3 clusters Score -132995.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -133000.953125 Penalty: 2564.803955
	Iteration 44Q: 3 clusters Score -133001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -133005.062500 Penalty: 2564.803955
	Iteration 45Q: 3 clusters Score -133005.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -133006.703125 Penalty: 2564.803955
	Iteration 46Q: 3 clusters Score -133006.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -133007.703125 Penalty: 2564.803955
	Iteration 47Q: 3 clusters Score -133007.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -133010.156250 Penalty: 2564.803955
	Iteration 48Q: 3 clusters Score -133010.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -133012.390625 Penalty: 2564.803955
	Iteration 49Q: 3 clusters Score -133012.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -133013.484375 Penalty: 2564.803955
	Iteration 50Q: 3 clusters Score -133013.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -133014.093750 Penalty: 2564.803955
	Iteration 51Q: 3 clusters Score -133014.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -133014.093750 Penalty: 2564.803955
	Iteration 52F: 3 clusters Score -133014.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Entering Unmasked Estep 
Score: -334648.625000 Penalty: 1427.202148
	Iteration 0F: 2 clusters Score -334648.6 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 3299 members 
Entering Unmasked Estep 
Score: -329677.500000 Penalty: 2854.404297
	Iteration 0F: 3 clusters Score -329677.5 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -331100.437500 Penalty: 2854.404297
	Iteration 1F: 3 clusters Score -331100.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -331333.593750 Penalty: 2854.404297
	Iteration 2F: 3 clusters Score -331333.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -331524.937500 Penalty: 2854.404297
	Iteration 3F: 3 clusters Score -331524.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -331677.187500 Penalty: 2854.404297
	Iteration 4Q: 3 clusters Score -331677.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -331817.875000 Penalty: 2854.404297
	Iteration 5Q: 3 clusters Score -331817.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -331974.406250 Penalty: 2854.404297
	Iteration 6Q: 3 clusters Score -331974.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -332118.375000 Penalty: 2854.404297
	Iteration 7Q: 3 clusters Score -332118.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -332271.000000 Penalty: 2854.404297
	Iteration 8Q: 3 clusters Score -332271 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -332420.875000 Penalty: 2854.404297
	Iteration 9Q: 3 clusters Score -332420.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -332571.468750 Penalty: 2854.404297
	Iteration 10Q: 3 clusters Score -332571.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -332718.843750 Penalty: 2854.404297
	Iteration 11Q: 3 clusters Score -332718.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -332875.718750 Penalty: 2854.404297
	Iteration 12Q: 3 clusters Score -332875.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -333025.500000 Penalty: 2854.404297
	Iteration 13Q: 3 clusters Score -333025.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -333145.906250 Penalty: 2854.404297
	Iteration 14Q: 3 clusters Score -333145.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -333239.562500 Penalty: 2854.404297
	Iteration 15Q: 3 clusters Score -333239.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -333336.093750 Penalty: 2854.404297
	Iteration 16Q: 3 clusters Score -333336.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -333389.718750 Penalty: 2854.404297
	Iteration 17Q: 3 clusters Score -333389.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -333424.500000 Penalty: 2854.404297
	Iteration 18Q: 3 clusters Score -333424.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -333450.406250 Penalty: 2854.404297
	Iteration 19Q: 3 clusters Score -333450.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -333466.406250 Penalty: 2854.404297
	Iteration 20F: 3 clusters Score -333466.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -333478.781250 Penalty: 2854.404297
	Iteration 21Q: 3 clusters Score -333478.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -333486.562500 Penalty: 2854.404297
	Iteration 22Q: 3 clusters Score -333486.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -333491.875000 Penalty: 2854.404297
	Iteration 23Q: 3 clusters Score -333491.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -333498.312500 Penalty: 2854.404297
	Iteration 24Q: 3 clusters Score -333498.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -333505.500000 Penalty: 2854.404297
	Iteration 25Q: 3 clusters Score -333505.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -333511.281250 Penalty: 2854.404297
	Iteration 26Q: 3 clusters Score -333511.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -333517.218750 Penalty: 2854.404297
	Iteration 27Q: 3 clusters Score -333517.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -333523.250000 Penalty: 2854.404297
	Iteration 28Q: 3 clusters Score -333523.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -333529.093750 Penalty: 2854.404297
	Iteration 29Q: 3 clusters Score -333529.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -333532.937500 Penalty: 2854.404297
	Iteration 30Q: 3 clusters Score -333532.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -333539.593750 Penalty: 2854.404297
	Iteration 31Q: 3 clusters Score -333539.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -333543.531250 Penalty: 2854.404297
	Iteration 32Q: 3 clusters Score -333543.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -333546.437500 Penalty: 2854.404297
	Iteration 33Q: 3 clusters Score -333546.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -333552.000000 Penalty: 2854.404297
	Iteration 34Q: 3 clusters Score -333552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -333555.125000 Penalty: 2854.404297
	Iteration 35Q: 3 clusters Score -333555.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -333557.281250 Penalty: 2854.404297
	Iteration 36Q: 3 clusters Score -333557.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -333561.031250 Penalty: 2854.404297
	Iteration 37Q: 3 clusters Score -333561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -333562.906250 Penalty: 2854.404297
	Iteration 38Q: 3 clusters Score -333562.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -333564.187500 Penalty: 2854.404297
	Iteration 39Q: 3 clusters Score -333564.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -333564.250000 Penalty: 2854.404297
	Iteration 40F: 3 clusters Score -333564.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Entering Unmasked Estep 
Score: -1143622.250000 Penalty: 1620.470581
	Iteration 0F: 2 clusters Score -1143622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1129034.000000 Penalty: 3240.941162
	Iteration 0F: 3 clusters Score -1129034 nChanged 9744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1134332.125000 Penalty: 3240.941162
	Iteration 1F: 3 clusters Score -1134332 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1134689.125000 Penalty: 3240.941162
	Iteration 2Q: 3 clusters Score -1134689 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1135084.625000 Penalty: 3240.941162
	Iteration 3Q: 3 clusters Score -1135085 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1135581.875000 Penalty: 3240.941162
	Iteration 4F: 3 clusters Score -1135582 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -1136261.625000 Penalty: 3240.941162
	Iteration 5F: 3 clusters Score -1136262 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -1137283.625000 Penalty: 3240.941162
	Iteration 6F: 3 clusters Score -1137284 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -1138598.250000 Penalty: 3240.941162
	Iteration 7F: 3 clusters Score -1138598 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -1139955.625000 Penalty: 3240.941162
	Iteration 8F: 3 clusters Score -1139956 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -1141017.000000 Penalty: 3240.941162
	Iteration 9F: 3 clusters Score -1141017 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -1141611.500000 Penalty: 3240.941162
	Iteration 10Q: 3 clusters Score -1141612 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -1141883.875000 Penalty: 3240.941162
	Iteration 11Q: 3 clusters Score -1141884 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -1142026.000000 Penalty: 3240.941162
	Iteration 12Q: 3 clusters Score -1142026 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -1142112.375000 Penalty: 3240.941162
	Iteration 13Q: 3 clusters Score -1142112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -1142139.875000 Penalty: 3240.941162
	Iteration 14Q: 3 clusters Score -1142140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -1142155.875000 Penalty: 3240.941162
	Iteration 15Q: 3 clusters Score -1142156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -1142169.000000 Penalty: 3240.941162
	Iteration 16Q: 3 clusters Score -1142169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -1142174.000000 Penalty: 3240.941162
	Iteration 17Q: 3 clusters Score -1142174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -1142174.875000 Penalty: 3240.941162
	Iteration 18Q: 3 clusters Score -1142175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -1142175.250000 Penalty: 3240.941162
	Iteration 19Q: 3 clusters Score -1142175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -1142176.125000 Penalty: 3240.941162
	Iteration 20F: 3 clusters Score -1142176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -1142180.375000 Penalty: 3240.941162
	Iteration 21Q: 3 clusters Score -1142180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -1142183.500000 Penalty: 3240.941162
	Iteration 22Q: 3 clusters Score -1142184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -1142191.750000 Penalty: 3240.941162
	Iteration 23Q: 3 clusters Score -1142192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -1142198.125000 Penalty: 3240.941162
	Iteration 24Q: 3 clusters Score -1142198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -1142200.375000 Penalty: 3240.941162
	Iteration 25Q: 3 clusters Score -1142200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -1142203.500000 Penalty: 3240.941162
	Iteration 26Q: 3 clusters Score -1142204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -1142208.375000 Penalty: 3240.941162
	Iteration 27Q: 3 clusters Score -1142208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -1142209.750000 Penalty: 3240.941162
	Iteration 28Q: 3 clusters Score -1142210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -1142210.500000 Penalty: 3240.941162
	Iteration 29Q: 3 clusters Score -1142210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -1142210.500000 Penalty: 3240.941162
	Iteration 30F: 3 clusters Score -1142210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11403 members 
Mstep: Class 3 contains 20303 members 
Mstep: Class 4 contains 156859 members 
Mstep: Class 5 contains 123414 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 47968 members 
Mstep: Class 8 contains 16094 members 
Mstep: Class 10 contains 5480 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39231 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6521 members 
Mstep: Class 20 contains 21421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140584.000000 Penalty: 31796.724609
Iteration 279Q: 16 clusters Score -2.314058e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11402 members 
Mstep: Class 3 contains 20304 members 
Mstep: Class 4 contains 156855 members 
Mstep: Class 5 contains 123472 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 47938 members 
Mstep: Class 8 contains 16089 members 
Mstep: Class 10 contains 5468 members 
Mstep: Class 11 contains 4387 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39226 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6521 members 
Mstep: Class 20 contains 21420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140568.000000 Penalty: 31796.724609
Iteration 280F: 16 clusters Score -2.314057e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11405 members 
Mstep: Class 3 contains 20303 members 
Mstep: Class 4 contains 156852 members 
Mstep: Class 5 contains 123521 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 47911 members 
Mstep: Class 8 contains 16081 members 
Mstep: Class 10 contains 5458 members 
Mstep: Class 11 contains 4387 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39225 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6520 members 
Mstep: Class 20 contains 21419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140546.000000 Penalty: 31796.724609
Iteration 281Q: 16 clusters Score -2.314055e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11409 members 
Mstep: Class 3 contains 20299 members 
Mstep: Class 4 contains 156843 members 
Mstep: Class 5 contains 123564 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 47895 members 
Mstep: Class 8 contains 16076 members 
Mstep: Class 10 contains 5450 members 
Mstep: Class 11 contains 4387 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39218 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6522 members 
Mstep: Class 20 contains 21419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140592.000000 Penalty: 31796.724609
Iteration 282Q: 16 clusters Score -2.314059e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11412 members 
Mstep: Class 3 contains 20297 members 
Mstep: Class 4 contains 156835 members 
Mstep: Class 5 contains 123605 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 47882 members 
Mstep: Class 8 contains 16073 members 
Mstep: Class 10 contains 5437 members 
Mstep: Class 11 contains 4387 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39212 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6523 members 
Mstep: Class 20 contains 21419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140574.000000 Penalty: 31796.724609
Iteration 283Q: 16 clusters Score -2.314057e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11415 members 
Mstep: Class 3 contains 20293 members 
Mstep: Class 4 contains 156828 members 
Mstep: Class 5 contains 123655 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 47859 members 
Mstep: Class 8 contains 16072 members 
Mstep: Class 10 contains 5425 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39203 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 21419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140510.000000 Penalty: 31796.724609
Iteration 284Q: 16 clusters Score -2.314051e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11415 members 
Mstep: Class 3 contains 20288 members 
Mstep: Class 4 contains 156818 members 
Mstep: Class 5 contains 123700 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 47849 members 
Mstep: Class 8 contains 16068 members 
Mstep: Class 10 contains 5419 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39193 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6526 members 
Mstep: Class 20 contains 21418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140522.000000 Penalty: 31796.724609
Iteration 285Q: 16 clusters Score -2.314052e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11418 members 
Mstep: Class 3 contains 20285 members 
Mstep: Class 4 contains 156815 members 
Mstep: Class 5 contains 123737 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 47834 members 
Mstep: Class 8 contains 16063 members 
Mstep: Class 10 contains 5414 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39185 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6529 members 
Mstep: Class 20 contains 21414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140530.000000 Penalty: 31796.724609
Iteration 286Q: 16 clusters Score -2.314053e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11420 members 
Mstep: Class 3 contains 20283 members 
Mstep: Class 4 contains 156805 members 
Mstep: Class 5 contains 123783 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 47817 members 
Mstep: Class 8 contains 16060 members 
Mstep: Class 10 contains 5411 members 
Mstep: Class 11 contains 4387 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39178 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6531 members 
Mstep: Class 20 contains 21407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140542.000000 Penalty: 31796.724609
Iteration 287Q: 16 clusters Score -2.314054e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11421 members 
Mstep: Class 3 contains 20276 members 
Mstep: Class 4 contains 156799 members 
Mstep: Class 5 contains 123825 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 47807 members 
Mstep: Class 8 contains 16057 members 
Mstep: Class 10 contains 5404 members 
Mstep: Class 11 contains 4387 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39176 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6532 members 
Mstep: Class 20 contains 21397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140536.000000 Penalty: 31796.724609
Iteration 288Q: 16 clusters Score -2.314054e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11422 members 
Mstep: Class 3 contains 20271 members 
Mstep: Class 4 contains 156791 members 
Mstep: Class 5 contains 123865 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 47794 members 
Mstep: Class 8 contains 16057 members 
Mstep: Class 10 contains 5399 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39168 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6533 members 
Mstep: Class 20 contains 21393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140534.000000 Penalty: 31796.724609
Iteration 289Q: 16 clusters Score -2.314053e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11422 members 
Mstep: Class 3 contains 20268 members 
Mstep: Class 4 contains 156782 members 
Mstep: Class 5 contains 123909 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47780 members 
Mstep: Class 8 contains 16056 members 
Mstep: Class 10 contains 5397 members 
Mstep: Class 11 contains 4389 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39159 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6533 members 
Mstep: Class 20 contains 21387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140540.000000 Penalty: 31796.724609
Iteration 290Q: 16 clusters Score -2.314054e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 11423 members 
Mstep: Class 3 contains 20268 members 
Mstep: Class 4 contains 156770 members 
Mstep: Class 5 contains 123944 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47766 members 
Mstep: Class 8 contains 16057 members 
Mstep: Class 10 contains 5394 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39155 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 21384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140524.000000 Penalty: 31796.724609
Iteration 291Q: 16 clusters Score -2.314052e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 11424 members 
Mstep: Class 3 contains 20267 members 
Mstep: Class 4 contains 156767 members 
Mstep: Class 5 contains 123967 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47754 members 
Mstep: Class 8 contains 16057 members 
Mstep: Class 10 contains 5389 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39155 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 21382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140506.000000 Penalty: 31796.724609
Iteration 292Q: 16 clusters Score -2.314051e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 11425 members 
Mstep: Class 3 contains 20265 members 
Mstep: Class 4 contains 156759 members 
Mstep: Class 5 contains 123990 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47746 members 
Mstep: Class 8 contains 16055 members 
Mstep: Class 10 contains 5388 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39154 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6533 members 
Mstep: Class 20 contains 21381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140508.000000 Penalty: 31796.724609
Iteration 293Q: 16 clusters Score -2.314051e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 11426 members 
Mstep: Class 3 contains 20261 members 
Mstep: Class 4 contains 156751 members 
Mstep: Class 5 contains 124017 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47734 members 
Mstep: Class 8 contains 16055 members 
Mstep: Class 10 contains 5386 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39153 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 21379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140504.000000 Penalty: 31796.724609
Iteration 294Q: 16 clusters Score -2.31405e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 11427 members 
Mstep: Class 3 contains 20260 members 
Mstep: Class 4 contains 156749 members 
Mstep: Class 5 contains 124034 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47723 members 
Mstep: Class 8 contains 16054 members 
Mstep: Class 10 contains 5386 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39150 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 21379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140522.000000 Penalty: 31796.724609
Iteration 295Q: 16 clusters Score -2.314052e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 11428 members 
Mstep: Class 3 contains 20259 members 
Mstep: Class 4 contains 156746 members 
Mstep: Class 5 contains 124049 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47712 members 
Mstep: Class 8 contains 16054 members 
Mstep: Class 10 contains 5386 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39148 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 21379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140532.000000 Penalty: 31796.724609
Iteration 296Q: 16 clusters Score -2.314053e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 11429 members 
Mstep: Class 3 contains 20259 members 
Mstep: Class 4 contains 156747 members 
Mstep: Class 5 contains 124067 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47694 members 
Mstep: Class 8 contains 16054 members 
Mstep: Class 10 contains 5386 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39147 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 21378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140534.000000 Penalty: 31796.724609
Iteration 297Q: 16 clusters Score -2.314053e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11433 members 
Mstep: Class 3 contains 20258 members 
Mstep: Class 4 contains 156742 members 
Mstep: Class 5 contains 124082 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47681 members 
Mstep: Class 8 contains 16054 members 
Mstep: Class 10 contains 5386 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39146 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 21378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140542.000000 Penalty: 31796.724609
Iteration 298Q: 16 clusters Score -2.314054e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11435 members 
Mstep: Class 3 contains 20255 members 
Mstep: Class 4 contains 156734 members 
Mstep: Class 5 contains 124110 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47664 members 
Mstep: Class 8 contains 16054 members 
Mstep: Class 10 contains 5386 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39144 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 21378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140528.000000 Penalty: 31796.724609
Iteration 299Q: 16 clusters Score -2.314053e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11434 members 
Mstep: Class 3 contains 20255 members 
Mstep: Class 4 contains 156732 members 
Mstep: Class 5 contains 124135 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47647 members 
Mstep: Class 8 contains 16054 members 
Mstep: Class 10 contains 5386 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39139 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 21378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140536.000000 Penalty: 31796.724609
Iteration 300F: 16 clusters Score -2.314054e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11435 members 
Mstep: Class 3 contains 20255 members 
Mstep: Class 4 contains 156732 members 
Mstep: Class 5 contains 124155 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47631 members 
Mstep: Class 8 contains 16054 members 
Mstep: Class 10 contains 5387 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39134 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 21377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140542.000000 Penalty: 31796.724609
Iteration 301Q: 16 clusters Score -2.314054e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11435 members 
Mstep: Class 3 contains 20255 members 
Mstep: Class 4 contains 156730 members 
Mstep: Class 5 contains 124177 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47621 members 
Mstep: Class 8 contains 16054 members 
Mstep: Class 10 contains 5389 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39123 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 21376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140546.000000 Penalty: 31796.724609
Iteration 302Q: 16 clusters Score -2.314055e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11435 members 
Mstep: Class 3 contains 20255 members 
Mstep: Class 4 contains 156729 members 
Mstep: Class 5 contains 124188 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47614 members 
Mstep: Class 8 contains 16054 members 
Mstep: Class 10 contains 5389 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39120 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 21376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140540.000000 Penalty: 31796.724609
Iteration 303Q: 16 clusters Score -2.314054e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20255 members 
Mstep: Class 4 contains 156729 members 
Mstep: Class 5 contains 124200 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47604 members 
Mstep: Class 8 contains 16054 members 
Mstep: Class 10 contains 5389 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39117 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 21376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140534.000000 Penalty: 31796.724609
Iteration 304Q: 16 clusters Score -2.314053e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20256 members 
Mstep: Class 4 contains 156727 members 
Mstep: Class 5 contains 124207 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47602 members 
Mstep: Class 8 contains 16054 members 
Mstep: Class 10 contains 5389 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39113 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 21376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140534.000000 Penalty: 31796.724609
Iteration 305Q: 16 clusters Score -2.314053e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20256 members 
Mstep: Class 4 contains 156728 members 
Mstep: Class 5 contains 124217 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47593 members 
Mstep: Class 8 contains 16054 members 
Mstep: Class 10 contains 5388 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39112 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 21376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140522.000000 Penalty: 31796.724609
Iteration 306Q: 16 clusters Score -2.314052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20255 members 
Mstep: Class 4 contains 156730 members 
Mstep: Class 5 contains 124224 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47587 members 
Mstep: Class 8 contains 16054 members 
Mstep: Class 10 contains 5387 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39111 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 21376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140512.000000 Penalty: 31796.724609
Iteration 307Q: 16 clusters Score -2.314051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20255 members 
Mstep: Class 4 contains 156732 members 
Mstep: Class 5 contains 124228 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47581 members 
Mstep: Class 8 contains 16054 members 
Mstep: Class 10 contains 5387 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39111 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 21376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140516.000000 Penalty: 31796.724609
Iteration 308Q: 16 clusters Score -2.314052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20255 members 
Mstep: Class 4 contains 156732 members 
Mstep: Class 5 contains 124233 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47576 members 
Mstep: Class 8 contains 16054 members 
Mstep: Class 10 contains 5387 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39111 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 21376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140516.000000 Penalty: 31796.724609
Iteration 309Q: 16 clusters Score -2.314052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20255 members 
Mstep: Class 4 contains 156732 members 
Mstep: Class 5 contains 124236 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47573 members 
Mstep: Class 8 contains 16054 members 
Mstep: Class 10 contains 5387 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39111 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 21376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140540.000000 Penalty: 31796.724609
Iteration 310Q: 16 clusters Score -2.314054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20255 members 
Mstep: Class 4 contains 156732 members 
Mstep: Class 5 contains 124241 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47569 members 
Mstep: Class 8 contains 16054 members 
Mstep: Class 10 contains 5387 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39111 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 21375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140534.000000 Penalty: 31796.724609
Iteration 311Q: 16 clusters Score -2.314053e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20255 members 
Mstep: Class 4 contains 156734 members 
Mstep: Class 5 contains 124249 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47560 members 
Mstep: Class 8 contains 16054 members 
Mstep: Class 10 contains 5387 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39111 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 21374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140534.000000 Penalty: 31796.724609
Iteration 312Q: 16 clusters Score -2.314053e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20254 members 
Mstep: Class 4 contains 156735 members 
Mstep: Class 5 contains 124258 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47551 members 
Mstep: Class 8 contains 16054 members 
Mstep: Class 10 contains 5387 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39111 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 21374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140542.000000 Penalty: 31796.724609
Iteration 313Q: 16 clusters Score -2.314054e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20254 members 
Mstep: Class 4 contains 156735 members 
Mstep: Class 5 contains 124268 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47543 members 
Mstep: Class 8 contains 16054 members 
Mstep: Class 10 contains 5387 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39111 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 21372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140538.000000 Penalty: 31796.724609
Iteration 314Q: 16 clusters Score -2.314054e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20255 members 
Mstep: Class 4 contains 156733 members 
Mstep: Class 5 contains 124278 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47536 members 
Mstep: Class 8 contains 16054 members 
Mstep: Class 10 contains 5387 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39110 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 21371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140530.000000 Penalty: 31796.724609
Iteration 315Q: 16 clusters Score -2.314053e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20252 members 
Mstep: Class 4 contains 156734 members 
Mstep: Class 5 contains 124288 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47528 members 
Mstep: Class 8 contains 16054 members 
Mstep: Class 10 contains 5387 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39110 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 21371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140540.000000 Penalty: 31796.724609
Iteration 316Q: 16 clusters Score -2.314054e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20252 members 
Mstep: Class 4 contains 156734 members 
Mstep: Class 5 contains 124297 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47522 members 
Mstep: Class 8 contains 16053 members 
Mstep: Class 10 contains 5387 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39110 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 21369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140532.000000 Penalty: 31796.724609
Iteration 317Q: 16 clusters Score -2.314053e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20252 members 
Mstep: Class 4 contains 156733 members 
Mstep: Class 5 contains 124305 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47517 members 
Mstep: Class 8 contains 16051 members 
Mstep: Class 10 contains 5387 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39111 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 21368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140520.000000 Penalty: 31796.724609
Iteration 318Q: 16 clusters Score -2.314052e+07 nChanged 14
Entering ConstructFrom: 
Score: -23140520.000000 Penalty: 31796.724609
Entering ConstructFrom: 
Trying to split cluster 1 (1556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Entering Unmasked Estep 
Score: -76855.304688 Penalty: 1194.354492
	Iteration 0F: 2 clusters Score -76855.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -75022.304688 Penalty: 2388.708984
	Iteration 0F: 3 clusters Score -75022.3 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -75388.359375 Penalty: 2388.708984
	Iteration 1F: 3 clusters Score -75388.36 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -75474.179688 Penalty: 2388.708984
	Iteration 2F: 3 clusters Score -75474.18 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -75512.335938 Penalty: 2388.708984
	Iteration 3Q: 3 clusters Score -75512.34 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -75536.117188 Penalty: 2388.708984
	Iteration 4Q: 3 clusters Score -75536.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -75558.757812 Penalty: 2388.708984
	Iteration 5Q: 3 clusters Score -75558.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -75573.859375 Penalty: 2388.708984
	Iteration 6Q: 3 clusters Score -75573.86 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -75590.593750 Penalty: 2388.708984
	Iteration 7Q: 3 clusters Score -75590.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -75612.132812 Penalty: 2388.708984
	Iteration 8Q: 3 clusters Score -75612.13 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -75630.585938 Penalty: 2388.708984
	Iteration 9Q: 3 clusters Score -75630.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -75651.523438 Penalty: 2388.708984
	Iteration 10Q: 3 clusters Score -75651.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -75668.062500 Penalty: 2388.708984
	Iteration 11Q: 3 clusters Score -75668.06 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -75677.335938 Penalty: 2388.708984
	Iteration 12Q: 3 clusters Score -75677.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -75682.195312 Penalty: 2388.708984
	Iteration 13Q: 3 clusters Score -75682.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -75683.679688 Penalty: 2388.708984
	Iteration 14Q: 3 clusters Score -75683.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -75684.203125 Penalty: 2388.708984
	Iteration 15Q: 3 clusters Score -75684.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -75684.453125 Penalty: 2388.708984
	Iteration 16Q: 3 clusters Score -75684.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -75684.593750 Penalty: 2388.708984
	Iteration 17Q: 3 clusters Score -75684.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -75684.593750 Penalty: 2388.708984
	Iteration 18F: 3 clusters Score -75684.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Entering Unmasked Estep 
Score: -561396.062500 Penalty: 1518.484741
	Iteration 0F: 2 clusters Score -561396.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -553208.062500 Penalty: 3036.969482
	Iteration 0F: 3 clusters Score -553208.1 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -556115.000000 Penalty: 3036.969482
	Iteration 1F: 3 clusters Score -556115 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -557031.875000 Penalty: 3036.969482
	Iteration 2F: 3 clusters Score -557031.9 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -558441.187500 Penalty: 3036.969482
	Iteration 3F: 3 clusters Score -558441.2 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -559899.562500 Penalty: 3036.969482
	Iteration 4F: 3 clusters Score -559899.6 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -560809.375000 Penalty: 3036.969482
	Iteration 5F: 3 clusters Score -560809.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -561144.125000 Penalty: 3036.969482
	Iteration 6Q: 3 clusters Score -561144.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -561266.562500 Penalty: 3036.969482
	Iteration 7Q: 3 clusters Score -561266.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -561314.875000 Penalty: 3036.969482
	Iteration 8Q: 3 clusters Score -561314.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -561333.437500 Penalty: 3036.969482
	Iteration 9Q: 3 clusters Score -561333.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -561349.625000 Penalty: 3036.969482
	Iteration 10Q: 3 clusters Score -561349.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -561358.500000 Penalty: 3036.969482
	Iteration 11Q: 3 clusters Score -561358.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -561370.375000 Penalty: 3036.969482
	Iteration 12Q: 3 clusters Score -561370.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -561381.687500 Penalty: 3036.969482
	Iteration 13Q: 3 clusters Score -561381.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -561390.562500 Penalty: 3036.969482
	Iteration 14Q: 3 clusters Score -561390.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -561397.312500 Penalty: 3036.969482
	Iteration 15Q: 3 clusters Score -561397.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -561401.250000 Penalty: 3036.969482
	Iteration 16Q: 3 clusters Score -561401.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -561403.750000 Penalty: 3036.969482
	Iteration 17Q: 3 clusters Score -561403.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -561406.625000 Penalty: 3036.969482
	Iteration 18Q: 3 clusters Score -561406.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -561408.937500 Penalty: 3036.969482
	Iteration 19Q: 3 clusters Score -561408.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -561411.812500 Penalty: 3036.969482
	Iteration 20F: 3 clusters Score -561411.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -561413.062500 Penalty: 3036.969482
	Iteration 21Q: 3 clusters Score -561413.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -561418.375000 Penalty: 3036.969482
	Iteration 22Q: 3 clusters Score -561418.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -561422.000000 Penalty: 3036.969482
	Iteration 23Q: 3 clusters Score -561422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -561426.000000 Penalty: 3036.969482
	Iteration 24Q: 3 clusters Score -561426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -561428.375000 Penalty: 3036.969482
	Iteration 25Q: 3 clusters Score -561428.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -561431.437500 Penalty: 3036.969482
	Iteration 26Q: 3 clusters Score -561431.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -561433.562500 Penalty: 3036.969482
	Iteration 27Q: 3 clusters Score -561433.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -561437.000000 Penalty: 3036.969482
	Iteration 28Q: 3 clusters Score -561437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -561439.250000 Penalty: 3036.969482
	Iteration 29Q: 3 clusters Score -561439.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -561443.812500 Penalty: 3036.969482
	Iteration 30Q: 3 clusters Score -561443.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -561448.812500 Penalty: 3036.969482
	Iteration 31Q: 3 clusters Score -561448.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -561453.312500 Penalty: 3036.969482
	Iteration 32Q: 3 clusters Score -561453.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -561454.687500 Penalty: 3036.969482
	Iteration 33Q: 3 clusters Score -561454.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -561456.937500 Penalty: 3036.969482
	Iteration 34Q: 3 clusters Score -561456.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -561460.125000 Penalty: 3036.969482
	Iteration 35Q: 3 clusters Score -561460.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -561461.625000 Penalty: 3036.969482
	Iteration 36Q: 3 clusters Score -561461.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -561461.875000 Penalty: 3036.969482
	Iteration 37Q: 3 clusters Score -561461.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -561461.250000 Penalty: 3036.969482
	Iteration 38Q: 3 clusters Score -561461.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -561461.250000 Penalty: 3036.969482
	Iteration 39F: 3 clusters Score -561461.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1447 members 
Mstep: Class 3 contains 20252 members 
Mstep: Class 4 contains 156730 members 
Mstep: Class 5 contains 124315 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47514 members 
Mstep: Class 8 contains 16047 members 
Mstep: Class 9 contains 9989 members 
Mstep: Class 10 contains 5387 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39111 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 21368 members 
Entering Unmasked Estep 
Score: -23139968.000000 Penalty: 33916.507812
Splitting cluster 2 changes total score from -23140520.000000 to -23139968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (20252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Entering Unmasked Estep 
Score: -1088347.500000 Penalty: 1611.351440
	Iteration 0F: 2 clusters Score -1088348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1074332.750000 Penalty: 3222.702881
	Iteration 0F: 3 clusters Score -1074333 nChanged 9214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1079363.000000 Penalty: 3222.702881
	Iteration 1F: 3 clusters Score -1079363 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1079617.875000 Penalty: 3222.702881
	Iteration 2Q: 3 clusters Score -1079618 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1079869.000000 Penalty: 3222.702881
	Iteration 3Q: 3 clusters Score -1079869 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1080111.625000 Penalty: 3222.702881
	Iteration 4Q: 3 clusters Score -1080112 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1080378.625000 Penalty: 3222.702881
	Iteration 5Q: 3 clusters Score -1080379 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1080679.500000 Penalty: 3222.702881
	Iteration 6Q: 3 clusters Score -1080680 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1081109.125000 Penalty: 3222.702881
	Iteration 7Q: 3 clusters Score -1081109 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1081725.750000 Penalty: 3222.702881
	Iteration 8F: 3 clusters Score -1081726 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1082561.125000 Penalty: 3222.702881
	Iteration 9F: 3 clusters Score -1082561 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1083624.625000 Penalty: 3222.702881
	Iteration 10F: 3 clusters Score -1083625 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1084744.000000 Penalty: 3222.702881
	Iteration 11F: 3 clusters Score -1084744 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1085701.125000 Penalty: 3222.702881
	Iteration 12F: 3 clusters Score -1085701 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1086294.125000 Penalty: 3222.702881
	Iteration 13Q: 3 clusters Score -1086294 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1086592.000000 Penalty: 3222.702881
	Iteration 14Q: 3 clusters Score -1086592 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1086747.750000 Penalty: 3222.702881
	Iteration 15Q: 3 clusters Score -1086748 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1086824.000000 Penalty: 3222.702881
	Iteration 16Q: 3 clusters Score -1086824 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1086881.375000 Penalty: 3222.702881
	Iteration 17Q: 3 clusters Score -1086881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1086909.125000 Penalty: 3222.702881
	Iteration 18Q: 3 clusters Score -1086909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -1086928.625000 Penalty: 3222.702881
	Iteration 19Q: 3 clusters Score -1086929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -1086947.250000 Penalty: 3222.702881
	Iteration 20F: 3 clusters Score -1086947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -1086961.750000 Penalty: 3222.702881
	Iteration 21Q: 3 clusters Score -1086962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -1086971.125000 Penalty: 3222.702881
	Iteration 22Q: 3 clusters Score -1086971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -1086981.125000 Penalty: 3222.702881
	Iteration 23Q: 3 clusters Score -1086981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -1086982.250000 Penalty: 3222.702881
	Iteration 24Q: 3 clusters Score -1086982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -1086982.250000 Penalty: 3222.702881
	Iteration 25F: 3 clusters Score -1086982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (156730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156730 members 
Entering Unmasked Estep 
Score: -8155433.000000 Penalty: 1943.870605
	Iteration 0F: 2 clusters Score -8155433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78148 members 
Mstep: Class 2 contains 78582 members 
Entering Unmasked Estep 
Score: -8049996.500000 Penalty: 3887.741211
	Iteration 0F: 3 clusters Score -8049996 nChanged 75788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72776 members 
Mstep: Class 2 contains 83954 members 
Entering Unmasked Estep 
Score: -8094312.000000 Penalty: 3887.741211
	Iteration 1F: 3 clusters Score -8094312 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69499 members 
Mstep: Class 2 contains 87231 members 
Entering Unmasked Estep 
Score: -8095483.000000 Penalty: 3887.741211
	Iteration 2Q: 3 clusters Score -8095483 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64341 members 
Mstep: Class 2 contains 92389 members 
Entering Unmasked Estep 
Score: -8097613.500000 Penalty: 3887.741211
	Iteration 3Q: 3 clusters Score -8097614 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56488 members 
Mstep: Class 2 contains 100242 members 
Entering Unmasked Estep 
Score: -8101710.000000 Penalty: 3887.741211
	Iteration 4F: 3 clusters Score -8101710 nChanged 11494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Mstep: Class 2 contains 111698 members 
Entering Unmasked Estep 
Score: -8109658.000000 Penalty: 3887.741211
	Iteration 5F: 3 clusters Score -8109658 nChanged 14663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 126359 members 
Entering Unmasked Estep 
Score: -8122707.500000 Penalty: 3887.741211
	Iteration 6F: 3 clusters Score -8122708 nChanged 14870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 141229 members 
Entering Unmasked Estep 
Score: -8137754.000000 Penalty: 3887.741211
	Iteration 7F: 3 clusters Score -8137754 nChanged 10188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 151417 members 
Entering Unmasked Estep 
Score: -8148548.500000 Penalty: 3887.741211
	Iteration 8F: 3 clusters Score -8148548 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 155469 members 
Entering Unmasked Estep 
Score: -8152484.000000 Penalty: 3887.741211
	Iteration 9Q: 3 clusters Score -8152484 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 156439 members 
Entering Unmasked Estep 
Score: -8153366.500000 Penalty: 3887.741211
	Iteration 10Q: 3 clusters Score -8153366 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 156589 members 
Entering Unmasked Estep 
Score: -8153578.000000 Penalty: 3887.741211
	Iteration 11Q: 3 clusters Score -8153578 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 156614 members 
Entering Unmasked Estep 
Score: -8153635.500000 Penalty: 3887.741211
	Iteration 12Q: 3 clusters Score -8153636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 156623 members 
Entering Unmasked Estep 
Score: -8153679.000000 Penalty: 3887.741211
	Iteration 13Q: 3 clusters Score -8153679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 156630 members 
Entering Unmasked Estep 
Score: -8153702.500000 Penalty: 3887.741211
	Iteration 14Q: 3 clusters Score -8153702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 156629 members 
Entering Unmasked Estep 
Score: -8153708.000000 Penalty: 3887.741211
	Iteration 15Q: 3 clusters Score -8153708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 156632 members 
Entering Unmasked Estep 
Score: -8153718.500000 Penalty: 3887.741211
	Iteration 16Q: 3 clusters Score -8153718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 156629 members 
Entering Unmasked Estep 
Score: -8153721.500000 Penalty: 3887.741211
	Iteration 17Q: 3 clusters Score -8153722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 156630 members 
Entering Unmasked Estep 
Score: -8153729.500000 Penalty: 3887.741211
	Iteration 18Q: 3 clusters Score -8153730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 156628 members 
Entering Unmasked Estep 
Score: -8153725.500000 Penalty: 3887.741211
	Iteration 19Q: 3 clusters Score -8153726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 156628 members 
Entering Unmasked Estep 
Score: -8153725.500000 Penalty: 3887.741211
	Iteration 20F: 3 clusters Score -8153726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (124315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124315 members 
Entering Unmasked Estep 
Score: -6359972.000000 Penalty: 1906.218262
	Iteration 0F: 2 clusters Score -6359972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61932 members 
Mstep: Class 2 contains 62383 members 
Entering Unmasked Estep 
Score: -6276729.000000 Penalty: 3812.436523
	Iteration 0F: 3 clusters Score -6276729 nChanged 59515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58153 members 
Mstep: Class 2 contains 66162 members 
Entering Unmasked Estep 
Score: -6311641.000000 Penalty: 3812.436523
	Iteration 1F: 3 clusters Score -6311641 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55909 members 
Mstep: Class 2 contains 68406 members 
Entering Unmasked Estep 
Score: -6312651.000000 Penalty: 3812.436523
	Iteration 2Q: 3 clusters Score -6312651 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52466 members 
Mstep: Class 2 contains 71849 members 
Entering Unmasked Estep 
Score: -6314309.500000 Penalty: 3812.436523
	Iteration 3Q: 3 clusters Score -6314310 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47088 members 
Mstep: Class 2 contains 77227 members 
Entering Unmasked Estep 
Score: -6317279.500000 Penalty: 3812.436523
	Iteration 4Q: 3 clusters Score -6317280 nChanged 7997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 84792 members 
Entering Unmasked Estep 
Score: -6322299.500000 Penalty: 3812.436523
	Iteration 5F: 3 clusters Score -6322300 nChanged 9809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29912 members 
Mstep: Class 2 contains 94403 members 
Entering Unmasked Estep 
Score: -6329988.500000 Penalty: 3812.436523
	Iteration 6F: 3 clusters Score -6329988 nChanged 10661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 105024 members 
Entering Unmasked Estep 
Score: -6339520.000000 Penalty: 3812.436523
	Iteration 7F: 3 clusters Score -6339520 nChanged 9121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 114143 members 
Entering Unmasked Estep 
Score: -6348328.000000 Penalty: 3812.436523
	Iteration 8F: 3 clusters Score -6348328 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 120039 members 
Entering Unmasked Estep 
Score: -6354104.500000 Penalty: 3812.436523
	Iteration 9Q: 3 clusters Score -6354104 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 122811 members 
Entering Unmasked Estep 
Score: -6356851.000000 Penalty: 3812.436523
	Iteration 10Q: 3 clusters Score -6356851 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 123799 members 
Entering Unmasked Estep 
Score: -6357786.500000 Penalty: 3812.436523
	Iteration 11Q: 3 clusters Score -6357786 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 124023 members 
Entering Unmasked Estep 
Score: -6358049.500000 Penalty: 3812.436523
	Iteration 12Q: 3 clusters Score -6358050 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 124098 members 
Entering Unmasked Estep 
Score: -6358149.500000 Penalty: 3812.436523
	Iteration 13Q: 3 clusters Score -6358150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 124118 members 
Entering Unmasked Estep 
Score: -6358198.000000 Penalty: 3812.436523
	Iteration 14Q: 3 clusters Score -6358198 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 124134 members 
Entering Unmasked Estep 
Score: -6358245.000000 Penalty: 3812.436523
	Iteration 15Q: 3 clusters Score -6358245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 124135 members 
Entering Unmasked Estep 
Score: -6358253.500000 Penalty: 3812.436523
	Iteration 16Q: 3 clusters Score -6358254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 124134 members 
Entering Unmasked Estep 
Score: -6358256.500000 Penalty: 3812.436523
	Iteration 17Q: 3 clusters Score -6358256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 124134 members 
Entering Unmasked Estep 
Score: -6358259.500000 Penalty: 3812.436523
	Iteration 18Q: 3 clusters Score -6358260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 124134 members 
Entering Unmasked Estep 
Score: -6358261.500000 Penalty: 3812.436523
	Iteration 19Q: 3 clusters Score -6358262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 124135 members 
Entering Unmasked Estep 
Score: -6358266.500000 Penalty: 3812.436523
	Iteration 20F: 3 clusters Score -6358266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 124137 members 
Entering Unmasked Estep 
Score: -6358268.000000 Penalty: 3812.436523
	Iteration 21Q: 3 clusters Score -6358268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 124136 members 
Entering Unmasked Estep 
Score: -6358275.000000 Penalty: 3812.436523
	Iteration 22Q: 3 clusters Score -6358275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 124136 members 
Entering Unmasked Estep 
Score: -6358269.000000 Penalty: 3812.436523
	Iteration 23Q: 3 clusters Score -6358269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 124137 members 
Entering Unmasked Estep 
Score: -6358281.500000 Penalty: 3812.436523
	Iteration 24Q: 3 clusters Score -6358282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 124139 members 
Entering Unmasked Estep 
Score: -6358280.500000 Penalty: 3812.436523
	Iteration 25Q: 3 clusters Score -6358280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 124139 members 
Entering Unmasked Estep 
Score: -6358280.500000 Penalty: 3812.436523
	Iteration 26F: 3 clusters Score -6358280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Entering Unmasked Estep 
Score: -157695.640625 Penalty: 1304.517944
	Iteration 0F: 2 clusters Score -157695.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -154923.000000 Penalty: 2609.035889
	Iteration 0F: 3 clusters Score -154923 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -155585.046875 Penalty: 2609.035889
	Iteration 1F: 3 clusters Score -155585 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -155705.625000 Penalty: 2609.035889
	Iteration 2F: 3 clusters Score -155705.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -155764.203125 Penalty: 2609.035889
	Iteration 3Q: 3 clusters Score -155764.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -155797.343750 Penalty: 2609.035889
	Iteration 4Q: 3 clusters Score -155797.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -155820.437500 Penalty: 2609.035889
	Iteration 5Q: 3 clusters Score -155820.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -155839.750000 Penalty: 2609.035889
	Iteration 6Q: 3 clusters Score -155839.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -155855.328125 Penalty: 2609.035889
	Iteration 7Q: 3 clusters Score -155855.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -155869.093750 Penalty: 2609.035889
	Iteration 8Q: 3 clusters Score -155869.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -155883.796875 Penalty: 2609.035889
	Iteration 9Q: 3 clusters Score -155883.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -155893.921875 Penalty: 2609.035889
	Iteration 10Q: 3 clusters Score -155893.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -155899.687500 Penalty: 2609.035889
	Iteration 11Q: 3 clusters Score -155899.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -155906.765625 Penalty: 2609.035889
	Iteration 12Q: 3 clusters Score -155906.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -155914.281250 Penalty: 2609.035889
	Iteration 13Q: 3 clusters Score -155914.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -155922.125000 Penalty: 2609.035889
	Iteration 14Q: 3 clusters Score -155922.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -155926.296875 Penalty: 2609.035889
	Iteration 15Q: 3 clusters Score -155926.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -155930.062500 Penalty: 2609.035889
	Iteration 16Q: 3 clusters Score -155930.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -155936.703125 Penalty: 2609.035889
	Iteration 17Q: 3 clusters Score -155936.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -155946.031250 Penalty: 2609.035889
	Iteration 18Q: 3 clusters Score -155946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -155951.906250 Penalty: 2609.035889
	Iteration 19Q: 3 clusters Score -155951.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -155956.671875 Penalty: 2609.035889
	Iteration 20F: 3 clusters Score -155956.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -155964.546875 Penalty: 2609.035889
	Iteration 21Q: 3 clusters Score -155964.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -155969.703125 Penalty: 2609.035889
	Iteration 22Q: 3 clusters Score -155969.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -155976.984375 Penalty: 2609.035889
	Iteration 23Q: 3 clusters Score -155977 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -155988.718750 Penalty: 2609.035889
	Iteration 24Q: 3 clusters Score -155988.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -156000.796875 Penalty: 2609.035889
	Iteration 25Q: 3 clusters Score -156000.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -156014.625000 Penalty: 2609.035889
	Iteration 26Q: 3 clusters Score -156014.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -156030.000000 Penalty: 2609.035889
	Iteration 27Q: 3 clusters Score -156030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -156043.328125 Penalty: 2609.035889
	Iteration 28Q: 3 clusters Score -156043.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -156053.828125 Penalty: 2609.035889
	Iteration 29Q: 3 clusters Score -156053.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -156063.203125 Penalty: 2609.035889
	Iteration 30Q: 3 clusters Score -156063.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -156073.703125 Penalty: 2609.035889
	Iteration 31Q: 3 clusters Score -156073.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -156083.796875 Penalty: 2609.035889
	Iteration 32Q: 3 clusters Score -156083.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -156094.906250 Penalty: 2609.035889
	Iteration 33Q: 3 clusters Score -156094.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -156110.437500 Penalty: 2609.035889
	Iteration 34Q: 3 clusters Score -156110.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -156122.625000 Penalty: 2609.035889
	Iteration 35Q: 3 clusters Score -156122.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -156134.609375 Penalty: 2609.035889
	Iteration 36Q: 3 clusters Score -156134.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -156143.968750 Penalty: 2609.035889
	Iteration 37Q: 3 clusters Score -156144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -156152.671875 Penalty: 2609.035889
	Iteration 38Q: 3 clusters Score -156152.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -156161.296875 Penalty: 2609.035889
	Iteration 39Q: 3 clusters Score -156161.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -156173.828125 Penalty: 2609.035889
	Iteration 40F: 3 clusters Score -156173.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -156185.281250 Penalty: 2609.035889
	Iteration 41Q: 3 clusters Score -156185.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -156196.812500 Penalty: 2609.035889
	Iteration 42Q: 3 clusters Score -156196.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -156210.718750 Penalty: 2609.035889
	Iteration 43Q: 3 clusters Score -156210.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -156223.875000 Penalty: 2609.035889
	Iteration 44Q: 3 clusters Score -156223.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -156241.500000 Penalty: 2609.035889
	Iteration 45Q: 3 clusters Score -156241.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -156256.953125 Penalty: 2609.035889
	Iteration 46Q: 3 clusters Score -156257 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -156268.515625 Penalty: 2609.035889
	Iteration 47Q: 3 clusters Score -156268.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -156280.109375 Penalty: 2609.035889
	Iteration 48Q: 3 clusters Score -156280.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -156288.062500 Penalty: 2609.035889
	Iteration 49Q: 3 clusters Score -156288.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -156297.343750 Penalty: 2609.035889
	Iteration 50Q: 3 clusters Score -156297.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -156306.031250 Penalty: 2609.035889
	Iteration 51Q: 3 clusters Score -156306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -156312.250000 Penalty: 2609.035889
	Iteration 52Q: 3 clusters Score -156312.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -156321.546875 Penalty: 2609.035889
	Iteration 53Q: 3 clusters Score -156321.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -156332.468750 Penalty: 2609.035889
	Iteration 54Q: 3 clusters Score -156332.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -156341.515625 Penalty: 2609.035889
	Iteration 55Q: 3 clusters Score -156341.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -156354.062500 Penalty: 2609.035889
	Iteration 56Q: 3 clusters Score -156354.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -156367.906250 Penalty: 2609.035889
	Iteration 57Q: 3 clusters Score -156367.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -156383.812500 Penalty: 2609.035889
	Iteration 58Q: 3 clusters Score -156383.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -156402.562500 Penalty: 2609.035889
	Iteration 59Q: 3 clusters Score -156402.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -156416.453125 Penalty: 2609.035889
	Iteration 60F: 3 clusters Score -156416.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -156427.953125 Penalty: 2609.035889
	Iteration 61Q: 3 clusters Score -156428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -156433.937500 Penalty: 2609.035889
	Iteration 62Q: 3 clusters Score -156433.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -156441.125000 Penalty: 2609.035889
	Iteration 63Q: 3 clusters Score -156441.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -156451.390625 Penalty: 2609.035889
	Iteration 64Q: 3 clusters Score -156451.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -156459.593750 Penalty: 2609.035889
	Iteration 65Q: 3 clusters Score -156459.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -156464.062500 Penalty: 2609.035889
	Iteration 66Q: 3 clusters Score -156464.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -156469.390625 Penalty: 2609.035889
	Iteration 67Q: 3 clusters Score -156469.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -156475.468750 Penalty: 2609.035889
	Iteration 68Q: 3 clusters Score -156475.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -156479.390625 Penalty: 2609.035889
	Iteration 69Q: 3 clusters Score -156479.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -156485.906250 Penalty: 2609.035889
	Iteration 70Q: 3 clusters Score -156485.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -156490.921875 Penalty: 2609.035889
	Iteration 71Q: 3 clusters Score -156490.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -156494.515625 Penalty: 2609.035889
	Iteration 72Q: 3 clusters Score -156494.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -156503.734375 Penalty: 2609.035889
	Iteration 73Q: 3 clusters Score -156503.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -156509.906250 Penalty: 2609.035889
	Iteration 74Q: 3 clusters Score -156509.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -156516.312500 Penalty: 2609.035889
	Iteration 75Q: 3 clusters Score -156516.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -156521.546875 Penalty: 2609.035889
	Iteration 76Q: 3 clusters Score -156521.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -156527.640625 Penalty: 2609.035889
	Iteration 77Q: 3 clusters Score -156527.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -156530.015625 Penalty: 2609.035889
	Iteration 78Q: 3 clusters Score -156530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -156530.015625 Penalty: 2609.035889
	Iteration 79F: 3 clusters Score -156530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (47514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47514 members 
Entering Unmasked Estep 
Score: -2495476.250000 Penalty: 1749.926758
	Iteration 0F: 2 clusters Score -2495476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -2463684.250000 Penalty: 3499.853516
	Iteration 0F: 3 clusters Score -2463684 nChanged 22248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -2476465.250000 Penalty: 3499.853516
	Iteration 1F: 3 clusters Score -2476465 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -2477165.500000 Penalty: 3499.853516
	Iteration 2Q: 3 clusters Score -2477166 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -2478253.500000 Penalty: 3499.853516
	Iteration 3Q: 3 clusters Score -2478254 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -2480084.250000 Penalty: 3499.853516
	Iteration 4F: 3 clusters Score -2480084 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -2482794.250000 Penalty: 3499.853516
	Iteration 5F: 3 clusters Score -2482794 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -2486401.750000 Penalty: 3499.853516
	Iteration 6F: 3 clusters Score -2486402 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -2489850.250000 Penalty: 3499.853516
	Iteration 7F: 3 clusters Score -2489850 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 45636 members 
Entering Unmasked Estep 
Score: -2492196.500000 Penalty: 3499.853516
	Iteration 8F: 3 clusters Score -2492196 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 46789 members 
Entering Unmasked Estep 
Score: -2493295.000000 Penalty: 3499.853516
	Iteration 9Q: 3 clusters Score -2493295 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 47161 members 
Entering Unmasked Estep 
Score: -2493694.000000 Penalty: 3499.853516
	Iteration 10Q: 3 clusters Score -2493694 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -2493811.500000 Penalty: 3499.853516
	Iteration 11Q: 3 clusters Score -2493812 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 47295 members 
Entering Unmasked Estep 
Score: -2493865.750000 Penalty: 3499.853516
	Iteration 12Q: 3 clusters Score -2493866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 47317 members 
Entering Unmasked Estep 
Score: -2493900.250000 Penalty: 3499.853516
	Iteration 13Q: 3 clusters Score -2493900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 47327 members 
Entering Unmasked Estep 
Score: -2493917.750000 Penalty: 3499.853516
	Iteration 14Q: 3 clusters Score -2493918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 47334 members 
Entering Unmasked Estep 
Score: -2493924.500000 Penalty: 3499.853516
	Iteration 15Q: 3 clusters Score -2493924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 47340 members 
Entering Unmasked Estep 
Score: -2493938.750000 Penalty: 3499.853516
	Iteration 16Q: 3 clusters Score -2493939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 47344 members 
Entering Unmasked Estep 
Score: -2493946.250000 Penalty: 3499.853516
	Iteration 17Q: 3 clusters Score -2493946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 47347 members 
Entering Unmasked Estep 
Score: -2493953.000000 Penalty: 3499.853516
	Iteration 18Q: 3 clusters Score -2493953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -2493958.250000 Penalty: 3499.853516
	Iteration 19Q: 3 clusters Score -2493958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 47352 members 
Entering Unmasked Estep 
Score: -2493969.000000 Penalty: 3499.853516
	Iteration 20F: 3 clusters Score -2493969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -2493979.750000 Penalty: 3499.853516
	Iteration 21Q: 3 clusters Score -2493980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 47349 members 
Entering Unmasked Estep 
Score: -2493984.000000 Penalty: 3499.853516
	Iteration 22Q: 3 clusters Score -2493984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 47351 members 
Entering Unmasked Estep 
Score: -2493986.500000 Penalty: 3499.853516
	Iteration 23Q: 3 clusters Score -2493986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -2493987.500000 Penalty: 3499.853516
	Iteration 24Q: 3 clusters Score -2493988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 47349 members 
Entering Unmasked Estep 
Score: -2493989.500000 Penalty: 3499.853516
	Iteration 25Q: 3 clusters Score -2493990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 47348 members 
Entering Unmasked Estep 
Score: -2493989.500000 Penalty: 3499.853516
	Iteration 26Q: 3 clusters Score -2493990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 47347 members 
Entering Unmasked Estep 
Score: -2493990.750000 Penalty: 3499.853516
	Iteration 27Q: 3 clusters Score -2493991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 47347 members 
Entering Unmasked Estep 
Score: -2493990.750000 Penalty: 3499.853516
	Iteration 28F: 3 clusters Score -2493991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Entering Unmasked Estep 
Score: -859280.187500 Penalty: 1573.532593
	Iteration 0F: 2 clusters Score -859280.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -848178.062500 Penalty: 3147.065186
	Iteration 0F: 3 clusters Score -848178.1 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -852135.625000 Penalty: 3147.065186
	Iteration 1F: 3 clusters Score -852135.6 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -852512.125000 Penalty: 3147.065186
	Iteration 2F: 3 clusters Score -852512.1 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -852916.250000 Penalty: 3147.065186
	Iteration 3Q: 3 clusters Score -852916.2 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -853316.562500 Penalty: 3147.065186
	Iteration 4Q: 3 clusters Score -853316.6 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -853702.812500 Penalty: 3147.065186
	Iteration 5Q: 3 clusters Score -853702.8 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -854111.750000 Penalty: 3147.065186
	Iteration 6Q: 3 clusters Score -854111.8 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -854598.125000 Penalty: 3147.065186
	Iteration 7Q: 3 clusters Score -854598.1 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -855167.250000 Penalty: 3147.065186
	Iteration 8F: 3 clusters Score -855167.2 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -855722.687500 Penalty: 3147.065186
	Iteration 9F: 3 clusters Score -855722.7 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -856184.812500 Penalty: 3147.065186
	Iteration 10Q: 3 clusters Score -856184.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -856466.875000 Penalty: 3147.065186
	Iteration 11Q: 3 clusters Score -856466.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -856635.062500 Penalty: 3147.065186
	Iteration 12Q: 3 clusters Score -856635.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -856750.562500 Penalty: 3147.065186
	Iteration 13Q: 3 clusters Score -856750.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -856854.437500 Penalty: 3147.065186
	Iteration 14Q: 3 clusters Score -856854.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -856937.937500 Penalty: 3147.065186
	Iteration 15Q: 3 clusters Score -856937.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -857003.750000 Penalty: 3147.065186
	Iteration 16Q: 3 clusters Score -857003.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -857063.937500 Penalty: 3147.065186
	Iteration 17Q: 3 clusters Score -857063.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -857120.187500 Penalty: 3147.065186
	Iteration 18Q: 3 clusters Score -857120.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -857172.125000 Penalty: 3147.065186
	Iteration 19Q: 3 clusters Score -857172.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -857215.937500 Penalty: 3147.065186
	Iteration 20F: 3 clusters Score -857215.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -857251.000000 Penalty: 3147.065186
	Iteration 21Q: 3 clusters Score -857251 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -857285.750000 Penalty: 3147.065186
	Iteration 22Q: 3 clusters Score -857285.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -857308.625000 Penalty: 3147.065186
	Iteration 23Q: 3 clusters Score -857308.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -857322.000000 Penalty: 3147.065186
	Iteration 24Q: 3 clusters Score -857322 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -857337.125000 Penalty: 3147.065186
	Iteration 25Q: 3 clusters Score -857337.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -857358.687500 Penalty: 3147.065186
	Iteration 26Q: 3 clusters Score -857358.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -857372.437500 Penalty: 3147.065186
	Iteration 27Q: 3 clusters Score -857372.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -857384.062500 Penalty: 3147.065186
	Iteration 28Q: 3 clusters Score -857384.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -857392.375000 Penalty: 3147.065186
	Iteration 29Q: 3 clusters Score -857392.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -857404.500000 Penalty: 3147.065186
	Iteration 30Q: 3 clusters Score -857404.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -857419.625000 Penalty: 3147.065186
	Iteration 31Q: 3 clusters Score -857419.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -857431.125000 Penalty: 3147.065186
	Iteration 32Q: 3 clusters Score -857431.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -857448.437500 Penalty: 3147.065186
	Iteration 33Q: 3 clusters Score -857448.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -857459.812500 Penalty: 3147.065186
	Iteration 34Q: 3 clusters Score -857459.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -857470.750000 Penalty: 3147.065186
	Iteration 35Q: 3 clusters Score -857470.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -857486.000000 Penalty: 3147.065186
	Iteration 36Q: 3 clusters Score -857486 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -857496.125000 Penalty: 3147.065186
	Iteration 37Q: 3 clusters Score -857496.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -857507.000000 Penalty: 3147.065186
	Iteration 38Q: 3 clusters Score -857507 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -857520.312500 Penalty: 3147.065186
	Iteration 39Q: 3 clusters Score -857520.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -857530.437500 Penalty: 3147.065186
	Iteration 40F: 3 clusters Score -857530.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -857542.625000 Penalty: 3147.065186
	Iteration 41Q: 3 clusters Score -857542.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -857557.062500 Penalty: 3147.065186
	Iteration 42Q: 3 clusters Score -857557.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -857570.687500 Penalty: 3147.065186
	Iteration 43Q: 3 clusters Score -857570.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -857590.625000 Penalty: 3147.065186
	Iteration 44Q: 3 clusters Score -857590.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -857602.000000 Penalty: 3147.065186
	Iteration 45Q: 3 clusters Score -857602 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -857611.937500 Penalty: 3147.065186
	Iteration 46Q: 3 clusters Score -857611.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -857624.937500 Penalty: 3147.065186
	Iteration 47Q: 3 clusters Score -857624.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -857634.437500 Penalty: 3147.065186
	Iteration 48Q: 3 clusters Score -857634.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -857646.750000 Penalty: 3147.065186
	Iteration 49Q: 3 clusters Score -857646.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -857653.187500 Penalty: 3147.065186
	Iteration 50Q: 3 clusters Score -857653.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -857663.250000 Penalty: 3147.065186
	Iteration 51Q: 3 clusters Score -857663.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -857667.375000 Penalty: 3147.065186
	Iteration 52Q: 3 clusters Score -857667.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -857676.500000 Penalty: 3147.065186
	Iteration 53Q: 3 clusters Score -857676.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -857691.062500 Penalty: 3147.065186
	Iteration 54Q: 3 clusters Score -857691.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -857697.187500 Penalty: 3147.065186
	Iteration 55Q: 3 clusters Score -857697.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -857706.062500 Penalty: 3147.065186
	Iteration 56Q: 3 clusters Score -857706.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -857718.000000 Penalty: 3147.065186
	Iteration 57Q: 3 clusters Score -857718 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -857729.625000 Penalty: 3147.065186
	Iteration 58Q: 3 clusters Score -857729.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -857740.562500 Penalty: 3147.065186
	Iteration 59Q: 3 clusters Score -857740.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -857752.375000 Penalty: 3147.065186
	Iteration 60F: 3 clusters Score -857752.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -857764.875000 Penalty: 3147.065186
	Iteration 61Q: 3 clusters Score -857764.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -857772.750000 Penalty: 3147.065186
	Iteration 62Q: 3 clusters Score -857772.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -857781.437500 Penalty: 3147.065186
	Iteration 63Q: 3 clusters Score -857781.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -857785.375000 Penalty: 3147.065186
	Iteration 64Q: 3 clusters Score -857785.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -857790.687500 Penalty: 3147.065186
	Iteration 65Q: 3 clusters Score -857790.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -857800.875000 Penalty: 3147.065186
	Iteration 66Q: 3 clusters Score -857800.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -857808.875000 Penalty: 3147.065186
	Iteration 67Q: 3 clusters Score -857808.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -857818.500000 Penalty: 3147.065186
	Iteration 68Q: 3 clusters Score -857818.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -857835.062500 Penalty: 3147.065186
	Iteration 69Q: 3 clusters Score -857835.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -857846.500000 Penalty: 3147.065186
	Iteration 70Q: 3 clusters Score -857846.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -857862.125000 Penalty: 3147.065186
	Iteration 71Q: 3 clusters Score -857862.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -857876.750000 Penalty: 3147.065186
	Iteration 72Q: 3 clusters Score -857876.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -857891.125000 Penalty: 3147.065186
	Iteration 73Q: 3 clusters Score -857891.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -857903.750000 Penalty: 3147.065186
	Iteration 74Q: 3 clusters Score -857903.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -857915.562500 Penalty: 3147.065186
	Iteration 75Q: 3 clusters Score -857915.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -857926.750000 Penalty: 3147.065186
	Iteration 76Q: 3 clusters Score -857926.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -857935.812500 Penalty: 3147.065186
	Iteration 77Q: 3 clusters Score -857935.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -857945.000000 Penalty: 3147.065186
	Iteration 78Q: 3 clusters Score -857945 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -857958.500000 Penalty: 3147.065186
	Iteration 79Q: 3 clusters Score -857958.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -857965.437500 Penalty: 3147.065186
	Iteration 80F: 3 clusters Score -857965.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -857974.375000 Penalty: 3147.065186
	Iteration 81Q: 3 clusters Score -857974.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -857977.750000 Penalty: 3147.065186
	Iteration 82Q: 3 clusters Score -857977.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -857984.312500 Penalty: 3147.065186
	Iteration 83Q: 3 clusters Score -857984.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -857992.062500 Penalty: 3147.065186
	Iteration 84Q: 3 clusters Score -857992.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -857997.875000 Penalty: 3147.065186
	Iteration 85Q: 3 clusters Score -857997.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -858002.937500 Penalty: 3147.065186
	Iteration 86Q: 3 clusters Score -858002.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -858003.437500 Penalty: 3147.065186
	Iteration 87Q: 3 clusters Score -858003.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -858005.687500 Penalty: 3147.065186
	Iteration 88Q: 3 clusters Score -858005.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -858007.875000 Penalty: 3147.065186
	Iteration 89Q: 3 clusters Score -858007.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -858007.500000 Penalty: 3147.065186
	Iteration 90Q: 3 clusters Score -858007.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -858009.250000 Penalty: 3147.065186
	Iteration 91Q: 3 clusters Score -858009.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -858007.500000 Penalty: 3147.065186
	Iteration 92Q: 3 clusters Score -858007.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -858008.125000 Penalty: 3147.065186
	Iteration 93Q: 3 clusters Score -858008.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -858009.500000 Penalty: 3147.065186
	Iteration 94Q: 3 clusters Score -858009.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -858010.500000 Penalty: 3147.065186
	Iteration 95Q: 3 clusters Score -858010.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -858010.125000 Penalty: 3147.065186
	Iteration 96Q: 3 clusters Score -858010.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -858011.687500 Penalty: 3147.065186
	Iteration 97Q: 3 clusters Score -858011.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -858014.062500 Penalty: 3147.065186
	Iteration 98Q: 3 clusters Score -858014.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -858016.000000 Penalty: 3147.065186
	Iteration 99Q: 3 clusters Score -858016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -858017.125000 Penalty: 3147.065186
	Iteration 100F: 3 clusters Score -858017.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -858017.875000 Penalty: 3147.065186
	Iteration 101Q: 3 clusters Score -858017.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -858021.312500 Penalty: 3147.065186
	Iteration 102Q: 3 clusters Score -858021.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -858023.125000 Penalty: 3147.065186
	Iteration 103Q: 3 clusters Score -858023.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -858025.062500 Penalty: 3147.065186
	Iteration 104Q: 3 clusters Score -858025.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -858026.937500 Penalty: 3147.065186
	Iteration 105Q: 3 clusters Score -858026.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -858023.437500 Penalty: 3147.065186
	Iteration 106Q: 3 clusters Score -858023.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -858023.500000 Penalty: 3147.065186
	Iteration 107Q: 3 clusters Score -858023.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -858025.375000 Penalty: 3147.065186
	Iteration 108Q: 3 clusters Score -858025.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -858026.812500 Penalty: 3147.065186
	Iteration 109Q: 3 clusters Score -858026.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -858025.937500 Penalty: 3147.065186
	Iteration 110Q: 3 clusters Score -858025.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -858026.062500 Penalty: 3147.065186
	Iteration 111Q: 3 clusters Score -858026.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -858027.187500 Penalty: 3147.065186
	Iteration 112Q: 3 clusters Score -858027.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -858029.250000 Penalty: 3147.065186
	Iteration 113Q: 3 clusters Score -858029.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -858027.562500 Penalty: 3147.065186
	Iteration 114Q: 3 clusters Score -858027.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -858027.687500 Penalty: 3147.065186
	Iteration 115Q: 3 clusters Score -858027.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -858028.750000 Penalty: 3147.065186
	Iteration 116Q: 3 clusters Score -858028.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -858030.125000 Penalty: 3147.065186
	Iteration 117Q: 3 clusters Score -858030.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -858030.375000 Penalty: 3147.065186
	Iteration 118Q: 3 clusters Score -858030.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -858032.312500 Penalty: 3147.065186
	Iteration 119Q: 3 clusters Score -858032.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -858033.687500 Penalty: 3147.065186
	Iteration 120F: 3 clusters Score -858033.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -858034.062500 Penalty: 3147.065186
	Iteration 121Q: 3 clusters Score -858034.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -858035.187500 Penalty: 3147.065186
	Iteration 122Q: 3 clusters Score -858035.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -858038.562500 Penalty: 3147.065186
	Iteration 123Q: 3 clusters Score -858038.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -858038.312500 Penalty: 3147.065186
	Iteration 124Q: 3 clusters Score -858038.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -858037.750000 Penalty: 3147.065186
	Iteration 125Q: 3 clusters Score -858037.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -858036.937500 Penalty: 3147.065186
	Iteration 126Q: 3 clusters Score -858036.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -858036.937500 Penalty: 3147.065186
	Iteration 127F: 3 clusters Score -858036.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Entering Unmasked Estep 
Score: -285398.625000 Penalty: 1396.158325
	Iteration 0F: 2 clusters Score -285398.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -281178.531250 Penalty: 2792.316650
	Iteration 0F: 3 clusters Score -281178.5 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -282369.312500 Penalty: 2792.316650
	Iteration 1F: 3 clusters Score -282369.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -282550.531250 Penalty: 2792.316650
	Iteration 2F: 3 clusters Score -282550.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -282698.781250 Penalty: 2792.316650
	Iteration 3F: 3 clusters Score -282698.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -282848.562500 Penalty: 2792.316650
	Iteration 4Q: 3 clusters Score -282848.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -283006.125000 Penalty: 2792.316650
	Iteration 5Q: 3 clusters Score -283006.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -283164.968750 Penalty: 2792.316650
	Iteration 6Q: 3 clusters Score -283165 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -283330.250000 Penalty: 2792.316650
	Iteration 7Q: 3 clusters Score -283330.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -283485.125000 Penalty: 2792.316650
	Iteration 8Q: 3 clusters Score -283485.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -283638.750000 Penalty: 2792.316650
	Iteration 9Q: 3 clusters Score -283638.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -283778.468750 Penalty: 2792.316650
	Iteration 10Q: 3 clusters Score -283778.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -283889.937500 Penalty: 2792.316650
	Iteration 11Q: 3 clusters Score -283889.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -283967.937500 Penalty: 2792.316650
	Iteration 12Q: 3 clusters Score -283967.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -284015.906250 Penalty: 2792.316650
	Iteration 13Q: 3 clusters Score -284015.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -284065.687500 Penalty: 2792.316650
	Iteration 14Q: 3 clusters Score -284065.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -284096.187500 Penalty: 2792.316650
	Iteration 15Q: 3 clusters Score -284096.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -284116.906250 Penalty: 2792.316650
	Iteration 16Q: 3 clusters Score -284116.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -284129.750000 Penalty: 2792.316650
	Iteration 17Q: 3 clusters Score -284129.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -284138.656250 Penalty: 2792.316650
	Iteration 18Q: 3 clusters Score -284138.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -284154.625000 Penalty: 2792.316650
	Iteration 19Q: 3 clusters Score -284154.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -284168.250000 Penalty: 2792.316650
	Iteration 20F: 3 clusters Score -284168.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -284174.343750 Penalty: 2792.316650
	Iteration 21Q: 3 clusters Score -284174.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -284178.062500 Penalty: 2792.316650
	Iteration 22Q: 3 clusters Score -284178.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -284181.187500 Penalty: 2792.316650
	Iteration 23Q: 3 clusters Score -284181.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -284182.000000 Penalty: 2792.316650
	Iteration 24Q: 3 clusters Score -284182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -284183.156250 Penalty: 2792.316650
	Iteration 25Q: 3 clusters Score -284183.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -284183.781250 Penalty: 2792.316650
	Iteration 26Q: 3 clusters Score -284183.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -284184.125000 Penalty: 2792.316650
	Iteration 27Q: 3 clusters Score -284184.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -284184.125000 Penalty: 2792.316650
	Iteration 28F: 3 clusters Score -284184.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Entering Unmasked Estep 
Score: -220426.296875 Penalty: 1362.827271
	Iteration 0F: 2 clusters Score -220426.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -216839.625000 Penalty: 2725.654541
	Iteration 0F: 3 clusters Score -216839.6 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -217768.031250 Penalty: 2725.654541
	Iteration 1F: 3 clusters Score -217768 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -217926.562500 Penalty: 2725.654541
	Iteration 2F: 3 clusters Score -217926.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -218028.500000 Penalty: 2725.654541
	Iteration 3F: 3 clusters Score -218028.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -218114.718750 Penalty: 2725.654541
	Iteration 4Q: 3 clusters Score -218114.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -218218.406250 Penalty: 2725.654541
	Iteration 5Q: 3 clusters Score -218218.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -218359.390625 Penalty: 2725.654541
	Iteration 6Q: 3 clusters Score -218359.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -218563.187500 Penalty: 2725.654541
	Iteration 7Q: 3 clusters Score -218563.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -218796.062500 Penalty: 2725.654541
	Iteration 8Q: 3 clusters Score -218796.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -219081.875000 Penalty: 2725.654541
	Iteration 9F: 3 clusters Score -219081.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -219414.156250 Penalty: 2725.654541
	Iteration 10F: 3 clusters Score -219414.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -219656.562500 Penalty: 2725.654541
	Iteration 11F: 3 clusters Score -219656.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -219768.546875 Penalty: 2725.654541
	Iteration 12Q: 3 clusters Score -219768.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -219821.406250 Penalty: 2725.654541
	Iteration 13Q: 3 clusters Score -219821.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -219850.734375 Penalty: 2725.654541
	Iteration 14Q: 3 clusters Score -219850.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -219870.734375 Penalty: 2725.654541
	Iteration 15Q: 3 clusters Score -219870.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -219890.515625 Penalty: 2725.654541
	Iteration 16Q: 3 clusters Score -219890.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -219909.046875 Penalty: 2725.654541
	Iteration 17Q: 3 clusters Score -219909 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -219926.625000 Penalty: 2725.654541
	Iteration 18Q: 3 clusters Score -219926.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -219943.078125 Penalty: 2725.654541
	Iteration 19Q: 3 clusters Score -219943.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -219962.421875 Penalty: 2725.654541
	Iteration 20F: 3 clusters Score -219962.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -219996.750000 Penalty: 2725.654541
	Iteration 21Q: 3 clusters Score -219996.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -220043.953125 Penalty: 2725.654541
	Iteration 22Q: 3 clusters Score -220044 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -220092.968750 Penalty: 2725.654541
	Iteration 23Q: 3 clusters Score -220093 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -220142.234375 Penalty: 2725.654541
	Iteration 24Q: 3 clusters Score -220142.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -220208.625000 Penalty: 2725.654541
	Iteration 25Q: 3 clusters Score -220208.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -220263.078125 Penalty: 2725.654541
	Iteration 26Q: 3 clusters Score -220263.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -220317.796875 Penalty: 2725.654541
	Iteration 27Q: 3 clusters Score -220317.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -220358.843750 Penalty: 2725.654541
	Iteration 28Q: 3 clusters Score -220358.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -220387.750000 Penalty: 2725.654541
	Iteration 29Q: 3 clusters Score -220387.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -220402.031250 Penalty: 2725.654541
	Iteration 30Q: 3 clusters Score -220402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -220406.718750 Penalty: 2725.654541
	Iteration 31Q: 3 clusters Score -220406.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -220408.250000 Penalty: 2725.654541
	Iteration 32Q: 3 clusters Score -220408.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -220408.921875 Penalty: 2725.654541
	Iteration 33Q: 3 clusters Score -220408.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -220409.296875 Penalty: 2725.654541
	Iteration 34Q: 3 clusters Score -220409.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -220409.593750 Penalty: 2725.654541
	Iteration 35Q: 3 clusters Score -220409.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -220410.093750 Penalty: 2725.654541
	Iteration 36Q: 3 clusters Score -220410.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -220410.093750 Penalty: 2725.654541
	Iteration 37F: 3 clusters Score -220410.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Entering Unmasked Estep 
Score: -110912.289062 Penalty: 1258.562988
	Iteration 0F: 2 clusters Score -110912.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -108657.843750 Penalty: 2517.125977
	Iteration 0F: 3 clusters Score -108657.8 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -109120.984375 Penalty: 2517.125977
	Iteration 1F: 3 clusters Score -109121 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -109225.820312 Penalty: 2517.125977
	Iteration 2F: 3 clusters Score -109225.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -109280.570312 Penalty: 2517.125977
	Iteration 3Q: 3 clusters Score -109280.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -109310.398438 Penalty: 2517.125977
	Iteration 4Q: 3 clusters Score -109310.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -109335.156250 Penalty: 2517.125977
	Iteration 5Q: 3 clusters Score -109335.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -109362.406250 Penalty: 2517.125977
	Iteration 6Q: 3 clusters Score -109362.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -109390.484375 Penalty: 2517.125977
	Iteration 7Q: 3 clusters Score -109390.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -109423.492188 Penalty: 2517.125977
	Iteration 8Q: 3 clusters Score -109423.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -109444.382812 Penalty: 2517.125977
	Iteration 9Q: 3 clusters Score -109444.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -109460.296875 Penalty: 2517.125977
	Iteration 10Q: 3 clusters Score -109460.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -109471.734375 Penalty: 2517.125977
	Iteration 11Q: 3 clusters Score -109471.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -109484.046875 Penalty: 2517.125977
	Iteration 12Q: 3 clusters Score -109484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -109492.304688 Penalty: 2517.125977
	Iteration 13Q: 3 clusters Score -109492.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -109502.976562 Penalty: 2517.125977
	Iteration 14Q: 3 clusters Score -109503 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -109515.421875 Penalty: 2517.125977
	Iteration 15Q: 3 clusters Score -109515.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -109527.429688 Penalty: 2517.125977
	Iteration 16Q: 3 clusters Score -109527.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -109538.015625 Penalty: 2517.125977
	Iteration 17Q: 3 clusters Score -109538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -109547.578125 Penalty: 2517.125977
	Iteration 18Q: 3 clusters Score -109547.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -109558.203125 Penalty: 2517.125977
	Iteration 19Q: 3 clusters Score -109558.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -109570.460938 Penalty: 2517.125977
	Iteration 20F: 3 clusters Score -109570.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -109584.882812 Penalty: 2517.125977
	Iteration 21Q: 3 clusters Score -109584.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -109593.632812 Penalty: 2517.125977
	Iteration 22Q: 3 clusters Score -109593.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -109603.468750 Penalty: 2517.125977
	Iteration 23Q: 3 clusters Score -109603.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -109619.914062 Penalty: 2517.125977
	Iteration 24Q: 3 clusters Score -109619.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -109634.718750 Penalty: 2517.125977
	Iteration 25Q: 3 clusters Score -109634.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -109645.812500 Penalty: 2517.125977
	Iteration 26Q: 3 clusters Score -109645.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -109654.578125 Penalty: 2517.125977
	Iteration 27Q: 3 clusters Score -109654.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -109664.281250 Penalty: 2517.125977
	Iteration 28Q: 3 clusters Score -109664.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -109675.492188 Penalty: 2517.125977
	Iteration 29Q: 3 clusters Score -109675.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -109683.578125 Penalty: 2517.125977
	Iteration 30Q: 3 clusters Score -109683.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -109692.367188 Penalty: 2517.125977
	Iteration 31Q: 3 clusters Score -109692.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -109700.406250 Penalty: 2517.125977
	Iteration 32Q: 3 clusters Score -109700.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -109706.992188 Penalty: 2517.125977
	Iteration 33Q: 3 clusters Score -109707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -109714.750000 Penalty: 2517.125977
	Iteration 34Q: 3 clusters Score -109714.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -109720.773438 Penalty: 2517.125977
	Iteration 35Q: 3 clusters Score -109720.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -109728.500000 Penalty: 2517.125977
	Iteration 36Q: 3 clusters Score -109728.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -109742.296875 Penalty: 2517.125977
	Iteration 37Q: 3 clusters Score -109742.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -109757.484375 Penalty: 2517.125977
	Iteration 38Q: 3 clusters Score -109757.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -109764.179688 Penalty: 2517.125977
	Iteration 39Q: 3 clusters Score -109764.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -109769.312500 Penalty: 2517.125977
	Iteration 40F: 3 clusters Score -109769.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -109773.921875 Penalty: 2517.125977
	Iteration 41Q: 3 clusters Score -109773.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -109776.265625 Penalty: 2517.125977
	Iteration 42Q: 3 clusters Score -109776.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -109782.867188 Penalty: 2517.125977
	Iteration 43Q: 3 clusters Score -109782.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -109788.632812 Penalty: 2517.125977
	Iteration 44Q: 3 clusters Score -109788.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -109794.296875 Penalty: 2517.125977
	Iteration 45Q: 3 clusters Score -109794.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -109803.968750 Penalty: 2517.125977
	Iteration 46Q: 3 clusters Score -109804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -109811.179688 Penalty: 2517.125977
	Iteration 47Q: 3 clusters Score -109811.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -109818.140625 Penalty: 2517.125977
	Iteration 48Q: 3 clusters Score -109818.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -109824.929688 Penalty: 2517.125977
	Iteration 49Q: 3 clusters Score -109824.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -109829.796875 Penalty: 2517.125977
	Iteration 50Q: 3 clusters Score -109829.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -109831.179688 Penalty: 2517.125977
	Iteration 51Q: 3 clusters Score -109831.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -109833.320312 Penalty: 2517.125977
	Iteration 52Q: 3 clusters Score -109833.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -109836.273438 Penalty: 2517.125977
	Iteration 53Q: 3 clusters Score -109836.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -109839.015625 Penalty: 2517.125977
	Iteration 54Q: 3 clusters Score -109839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -109840.867188 Penalty: 2517.125977
	Iteration 55Q: 3 clusters Score -109840.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -109844.070312 Penalty: 2517.125977
	Iteration 56Q: 3 clusters Score -109844.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -109844.937500 Penalty: 2517.125977
	Iteration 57Q: 3 clusters Score -109844.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -109845.328125 Penalty: 2517.125977
	Iteration 58Q: 3 clusters Score -109845.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -109845.328125 Penalty: 2517.125977
	Iteration 59F: 3 clusters Score -109845.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (39111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Entering Unmasked Estep 
Score: -2053883.500000 Penalty: 1718.300781
	Iteration 0F: 2 clusters Score -2053884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -2027763.125000 Penalty: 3436.601562
	Iteration 0F: 3 clusters Score -2027763 nChanged 18180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -2038015.750000 Penalty: 3436.601562
	Iteration 1F: 3 clusters Score -2038016 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -2038758.625000 Penalty: 3436.601562
	Iteration 2Q: 3 clusters Score -2038759 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -2039819.250000 Penalty: 3436.601562
	Iteration 3F: 3 clusters Score -2039819 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -2041304.000000 Penalty: 3436.601562
	Iteration 4F: 3 clusters Score -2041304 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -2043285.875000 Penalty: 3436.601562
	Iteration 5F: 3 clusters Score -2043286 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -2045646.875000 Penalty: 3436.601562
	Iteration 6F: 3 clusters Score -2045647 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -2048114.750000 Penalty: 3436.601562
	Iteration 7F: 3 clusters Score -2048115 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -2050052.125000 Penalty: 3436.601562
	Iteration 8Q: 3 clusters Score -2050052 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -2051166.875000 Penalty: 3436.601562
	Iteration 9Q: 3 clusters Score -2051167 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -2051672.875000 Penalty: 3436.601562
	Iteration 10Q: 3 clusters Score -2051673 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -2051915.875000 Penalty: 3436.601562
	Iteration 11Q: 3 clusters Score -2051916 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 36479 members 
Entering Unmasked Estep 
Score: -2052079.875000 Penalty: 3436.601562
	Iteration 12Q: 3 clusters Score -2052080 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -2052207.500000 Penalty: 3436.601562
	Iteration 13Q: 3 clusters Score -2052208 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -2052302.500000 Penalty: 3436.601562
	Iteration 14Q: 3 clusters Score -2052302 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -2052384.625000 Penalty: 3436.601562
	Iteration 15Q: 3 clusters Score -2052385 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -2052438.250000 Penalty: 3436.601562
	Iteration 16Q: 3 clusters Score -2052438 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -2052467.625000 Penalty: 3436.601562
	Iteration 17Q: 3 clusters Score -2052468 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
Score: -2052494.250000 Penalty: 3436.601562
	Iteration 18Q: 3 clusters Score -2052494 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -2052511.625000 Penalty: 3436.601562
	Iteration 19Q: 3 clusters Score -2052512 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -2052526.500000 Penalty: 3436.601562
	Iteration 20F: 3 clusters Score -2052526 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -2052542.000000 Penalty: 3436.601562
	Iteration 21Q: 3 clusters Score -2052542 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -2052555.375000 Penalty: 3436.601562
	Iteration 22Q: 3 clusters Score -2052555 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -2052565.000000 Penalty: 3436.601562
	Iteration 23Q: 3 clusters Score -2052565 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -2052569.000000 Penalty: 3436.601562
	Iteration 24Q: 3 clusters Score -2052569 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 37677 members 
Entering Unmasked Estep 
Score: -2052576.375000 Penalty: 3436.601562
	Iteration 25Q: 3 clusters Score -2052576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -2052579.500000 Penalty: 3436.601562
	Iteration 26Q: 3 clusters Score -2052580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -2052579.625000 Penalty: 3436.601562
	Iteration 27Q: 3 clusters Score -2052580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -2052585.625000 Penalty: 3436.601562
	Iteration 28Q: 3 clusters Score -2052586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -2052590.750000 Penalty: 3436.601562
	Iteration 29Q: 3 clusters Score -2052591 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -2052601.500000 Penalty: 3436.601562
	Iteration 30Q: 3 clusters Score -2052602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -2052599.000000 Penalty: 3436.601562
	Iteration 31Q: 3 clusters Score -2052599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -2052601.500000 Penalty: 3436.601562
	Iteration 32Q: 3 clusters Score -2052602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -2052602.750000 Penalty: 3436.601562
	Iteration 33Q: 3 clusters Score -2052603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -2052604.875000 Penalty: 3436.601562
	Iteration 34Q: 3 clusters Score -2052605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -2052602.500000 Penalty: 3436.601562
	Iteration 35Q: 3 clusters Score -2052602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -2052602.125000 Penalty: 3436.601562
	Iteration 36Q: 3 clusters Score -2052602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -2052604.000000 Penalty: 3436.601562
	Iteration 37Q: 3 clusters Score -2052604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -2052605.500000 Penalty: 3436.601562
	Iteration 38Q: 3 clusters Score -2052606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -2052605.500000 Penalty: 3436.601562
	Iteration 39Q: 3 clusters Score -2052606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -2052604.750000 Penalty: 3436.601562
	Iteration 40F: 3 clusters Score -2052605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -2052607.250000 Penalty: 3436.601562
	Iteration 41Q: 3 clusters Score -2052607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -2052607.625000 Penalty: 3436.601562
	Iteration 42Q: 3 clusters Score -2052608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -2052608.000000 Penalty: 3436.601562
	Iteration 43Q: 3 clusters Score -2052608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -2052608.500000 Penalty: 3436.601562
	Iteration 44Q: 3 clusters Score -2052608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -2052608.750000 Penalty: 3436.601562
	Iteration 45Q: 3 clusters Score -2052609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -2052608.375000 Penalty: 3436.601562
	Iteration 46Q: 3 clusters Score -2052608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -2052608.375000 Penalty: 3436.601562
	Iteration 47F: 3 clusters Score -2052608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Entering Unmasked Estep 
Score: -134113.703125 Penalty: 1282.462769
	Iteration 0F: 2 clusters Score -134113.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -131621.609375 Penalty: 2564.925537
	Iteration 0F: 3 clusters Score -131621.6 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -132189.015625 Penalty: 2564.925537
	Iteration 1F: 3 clusters Score -132189 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -132301.218750 Penalty: 2564.925537
	Iteration 2F: 3 clusters Score -132301.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -132370.968750 Penalty: 2564.925537
	Iteration 3Q: 3 clusters Score -132371 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -132421.375000 Penalty: 2564.925537
	Iteration 4Q: 3 clusters Score -132421.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -132460.218750 Penalty: 2564.925537
	Iteration 5Q: 3 clusters Score -132460.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -132484.781250 Penalty: 2564.925537
	Iteration 6Q: 3 clusters Score -132484.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -132503.937500 Penalty: 2564.925537
	Iteration 7Q: 3 clusters Score -132503.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -132516.359375 Penalty: 2564.925537
	Iteration 8Q: 3 clusters Score -132516.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -132530.406250 Penalty: 2564.925537
	Iteration 9Q: 3 clusters Score -132530.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -132539.000000 Penalty: 2564.925537
	Iteration 10Q: 3 clusters Score -132539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -132545.531250 Penalty: 2564.925537
	Iteration 11Q: 3 clusters Score -132545.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -132554.031250 Penalty: 2564.925537
	Iteration 12Q: 3 clusters Score -132554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -132563.312500 Penalty: 2564.925537
	Iteration 13Q: 3 clusters Score -132563.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -132573.375000 Penalty: 2564.925537
	Iteration 14Q: 3 clusters Score -132573.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -132581.718750 Penalty: 2564.925537
	Iteration 15Q: 3 clusters Score -132581.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -132588.562500 Penalty: 2564.925537
	Iteration 16Q: 3 clusters Score -132588.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -132595.484375 Penalty: 2564.925537
	Iteration 17Q: 3 clusters Score -132595.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -132599.734375 Penalty: 2564.925537
	Iteration 18Q: 3 clusters Score -132599.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -132602.296875 Penalty: 2564.925537
	Iteration 19Q: 3 clusters Score -132602.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -132604.937500 Penalty: 2564.925537
	Iteration 20F: 3 clusters Score -132604.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -132610.125000 Penalty: 2564.925537
	Iteration 21Q: 3 clusters Score -132610.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -132618.062500 Penalty: 2564.925537
	Iteration 22Q: 3 clusters Score -132618.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -132627.078125 Penalty: 2564.925537
	Iteration 23Q: 3 clusters Score -132627.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -132637.078125 Penalty: 2564.925537
	Iteration 24Q: 3 clusters Score -132637.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -132645.062500 Penalty: 2564.925537
	Iteration 25Q: 3 clusters Score -132645.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -132655.593750 Penalty: 2564.925537
	Iteration 26Q: 3 clusters Score -132655.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -132667.156250 Penalty: 2564.925537
	Iteration 27Q: 3 clusters Score -132667.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -132676.343750 Penalty: 2564.925537
	Iteration 28Q: 3 clusters Score -132676.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -132683.390625 Penalty: 2564.925537
	Iteration 29Q: 3 clusters Score -132683.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -132688.765625 Penalty: 2564.925537
	Iteration 30Q: 3 clusters Score -132688.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -132693.031250 Penalty: 2564.925537
	Iteration 31Q: 3 clusters Score -132693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -132699.796875 Penalty: 2564.925537
	Iteration 32Q: 3 clusters Score -132699.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -132706.109375 Penalty: 2564.925537
	Iteration 33Q: 3 clusters Score -132706.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -132712.218750 Penalty: 2564.925537
	Iteration 34Q: 3 clusters Score -132712.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -132722.828125 Penalty: 2564.925537
	Iteration 35Q: 3 clusters Score -132722.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -132732.125000 Penalty: 2564.925537
	Iteration 36Q: 3 clusters Score -132732.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -132738.984375 Penalty: 2564.925537
	Iteration 37Q: 3 clusters Score -132739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -132743.968750 Penalty: 2564.925537
	Iteration 38Q: 3 clusters Score -132744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -132749.093750 Penalty: 2564.925537
	Iteration 39Q: 3 clusters Score -132749.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -132753.984375 Penalty: 2564.925537
	Iteration 40F: 3 clusters Score -132754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -132764.312500 Penalty: 2564.925537
	Iteration 41Q: 3 clusters Score -132764.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -132779.062500 Penalty: 2564.925537
	Iteration 42Q: 3 clusters Score -132779.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -132787.687500 Penalty: 2564.925537
	Iteration 43Q: 3 clusters Score -132787.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -132797.078125 Penalty: 2564.925537
	Iteration 44Q: 3 clusters Score -132797.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -132802.093750 Penalty: 2564.925537
	Iteration 45Q: 3 clusters Score -132802.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -132807.046875 Penalty: 2564.925537
	Iteration 46Q: 3 clusters Score -132807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -132812.109375 Penalty: 2564.925537
	Iteration 47Q: 3 clusters Score -132812.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -132819.968750 Penalty: 2564.925537
	Iteration 48Q: 3 clusters Score -132820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -132826.796875 Penalty: 2564.925537
	Iteration 49Q: 3 clusters Score -132826.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -132835.484375 Penalty: 2564.925537
	Iteration 50Q: 3 clusters Score -132835.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -132846.921875 Penalty: 2564.925537
	Iteration 51Q: 3 clusters Score -132846.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -132854.546875 Penalty: 2564.925537
	Iteration 52Q: 3 clusters Score -132854.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -132859.687500 Penalty: 2564.925537
	Iteration 53Q: 3 clusters Score -132859.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -132864.953125 Penalty: 2564.925537
	Iteration 54Q: 3 clusters Score -132865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -132871.828125 Penalty: 2564.925537
	Iteration 55Q: 3 clusters Score -132871.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -132875.718750 Penalty: 2564.925537
	Iteration 56Q: 3 clusters Score -132875.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -132879.375000 Penalty: 2564.925537
	Iteration 57Q: 3 clusters Score -132879.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -132881.375000 Penalty: 2564.925537
	Iteration 58Q: 3 clusters Score -132881.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -132885.218750 Penalty: 2564.925537
	Iteration 59Q: 3 clusters Score -132885.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -132889.671875 Penalty: 2564.925537
	Iteration 60F: 3 clusters Score -132889.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -132893.171875 Penalty: 2564.925537
	Iteration 61Q: 3 clusters Score -132893.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -132896.234375 Penalty: 2564.925537
	Iteration 62Q: 3 clusters Score -132896.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -132898.609375 Penalty: 2564.925537
	Iteration 63Q: 3 clusters Score -132898.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -132899.546875 Penalty: 2564.925537
	Iteration 64Q: 3 clusters Score -132899.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -132900.453125 Penalty: 2564.925537
	Iteration 65Q: 3 clusters Score -132900.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -132901.218750 Penalty: 2564.925537
	Iteration 66Q: 3 clusters Score -132901.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -132901.921875 Penalty: 2564.925537
	Iteration 67Q: 3 clusters Score -132901.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -132903.421875 Penalty: 2564.925537
	Iteration 68Q: 3 clusters Score -132903.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -132905.281250 Penalty: 2564.925537
	Iteration 69Q: 3 clusters Score -132905.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -132907.953125 Penalty: 2564.925537
	Iteration 70Q: 3 clusters Score -132908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -132909.046875 Penalty: 2564.925537
	Iteration 71Q: 3 clusters Score -132909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -132910.750000 Penalty: 2564.925537
	Iteration 72Q: 3 clusters Score -132910.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -132912.593750 Penalty: 2564.925537
	Iteration 73Q: 3 clusters Score -132912.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -132913.343750 Penalty: 2564.925537
	Iteration 74Q: 3 clusters Score -132913.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -132913.953125 Penalty: 2564.925537
	Iteration 75Q: 3 clusters Score -132914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -132913.953125 Penalty: 2564.925537
	Iteration 76F: 3 clusters Score -132914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Entering Unmasked Estep 
Score: -335306.531250 Penalty: 1427.525879
	Iteration 0F: 2 clusters Score -335306.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -330331.468750 Penalty: 2855.051758
	Iteration 0F: 3 clusters Score -330331.5 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -331833.375000 Penalty: 2855.051758
	Iteration 1F: 3 clusters Score -331833.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -331985.437500 Penalty: 2855.051758
	Iteration 2F: 3 clusters Score -331985.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -332094.500000 Penalty: 2855.051758
	Iteration 3Q: 3 clusters Score -332094.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -332180.687500 Penalty: 2855.051758
	Iteration 4Q: 3 clusters Score -332180.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -332248.093750 Penalty: 2855.051758
	Iteration 5Q: 3 clusters Score -332248.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -332333.250000 Penalty: 2855.051758
	Iteration 6Q: 3 clusters Score -332333.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -332446.562500 Penalty: 2855.051758
	Iteration 7Q: 3 clusters Score -332446.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -332583.406250 Penalty: 2855.051758
	Iteration 8Q: 3 clusters Score -332583.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -332759.656250 Penalty: 2855.051758
	Iteration 9Q: 3 clusters Score -332759.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -332967.000000 Penalty: 2855.051758
	Iteration 10Q: 3 clusters Score -332967 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -333204.906250 Penalty: 2855.051758
	Iteration 11Q: 3 clusters Score -333204.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -333435.781250 Penalty: 2855.051758
	Iteration 12Q: 3 clusters Score -333435.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -333656.312500 Penalty: 2855.051758
	Iteration 13Q: 3 clusters Score -333656.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -333836.875000 Penalty: 2855.051758
	Iteration 14Q: 3 clusters Score -333836.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -333983.812500 Penalty: 2855.051758
	Iteration 15Q: 3 clusters Score -333983.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -334070.781250 Penalty: 2855.051758
	Iteration 16Q: 3 clusters Score -334070.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -334137.281250 Penalty: 2855.051758
	Iteration 17Q: 3 clusters Score -334137.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -334183.437500 Penalty: 2855.051758
	Iteration 18Q: 3 clusters Score -334183.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -334197.593750 Penalty: 2855.051758
	Iteration 19Q: 3 clusters Score -334197.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -334206.968750 Penalty: 2855.051758
	Iteration 20F: 3 clusters Score -334207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -334210.125000 Penalty: 2855.051758
	Iteration 21Q: 3 clusters Score -334210.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -334212.187500 Penalty: 2855.051758
	Iteration 22Q: 3 clusters Score -334212.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -334215.343750 Penalty: 2855.051758
	Iteration 23Q: 3 clusters Score -334215.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -334218.437500 Penalty: 2855.051758
	Iteration 24Q: 3 clusters Score -334218.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -334219.750000 Penalty: 2855.051758
	Iteration 25Q: 3 clusters Score -334219.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -334219.656250 Penalty: 2855.051758
	Iteration 26Q: 3 clusters Score -334219.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -334219.656250 Penalty: 2855.051758
	Iteration 27F: 3 clusters Score -334219.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Entering Unmasked Estep 
Score: -1140848.500000 Penalty: 1620.067993
	Iteration 0F: 2 clusters Score -1140848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1126394.625000 Penalty: 3240.135986
	Iteration 0F: 3 clusters Score -1126395 nChanged 9730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1131663.750000 Penalty: 3240.135986
	Iteration 1F: 3 clusters Score -1131664 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1132062.875000 Penalty: 3240.135986
	Iteration 2F: 3 clusters Score -1132063 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1132491.875000 Penalty: 3240.135986
	Iteration 3Q: 3 clusters Score -1132492 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1133026.500000 Penalty: 3240.135986
	Iteration 4Q: 3 clusters Score -1133026 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1133748.000000 Penalty: 3240.135986
	Iteration 5F: 3 clusters Score -1133748 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1134708.875000 Penalty: 3240.135986
	Iteration 6F: 3 clusters Score -1134709 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1135826.125000 Penalty: 3240.135986
	Iteration 7F: 3 clusters Score -1135826 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1136792.125000 Penalty: 3240.135986
	Iteration 8F: 3 clusters Score -1136792 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1137421.875000 Penalty: 3240.135986
	Iteration 9Q: 3 clusters Score -1137422 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1137802.750000 Penalty: 3240.135986
	Iteration 10Q: 3 clusters Score -1137803 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1138049.750000 Penalty: 3240.135986
	Iteration 11Q: 3 clusters Score -1138050 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1138221.750000 Penalty: 3240.135986
	Iteration 12Q: 3 clusters Score -1138222 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1138342.500000 Penalty: 3240.135986
	Iteration 13Q: 3 clusters Score -1138342 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1138435.750000 Penalty: 3240.135986
	Iteration 14Q: 3 clusters Score -1138436 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1138530.125000 Penalty: 3240.135986
	Iteration 15Q: 3 clusters Score -1138530 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1138632.625000 Penalty: 3240.135986
	Iteration 16Q: 3 clusters Score -1138633 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1138720.375000 Penalty: 3240.135986
	Iteration 17Q: 3 clusters Score -1138720 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1138798.750000 Penalty: 3240.135986
	Iteration 18Q: 3 clusters Score -1138799 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1138873.250000 Penalty: 3240.135986
	Iteration 19Q: 3 clusters Score -1138873 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1138932.375000 Penalty: 3240.135986
	Iteration 20F: 3 clusters Score -1138932 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1138982.250000 Penalty: 3240.135986
	Iteration 21Q: 3 clusters Score -1138982 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1139027.625000 Penalty: 3240.135986
	Iteration 22Q: 3 clusters Score -1139028 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1139082.500000 Penalty: 3240.135986
	Iteration 23Q: 3 clusters Score -1139082 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1139126.125000 Penalty: 3240.135986
	Iteration 24Q: 3 clusters Score -1139126 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1139166.500000 Penalty: 3240.135986
	Iteration 25Q: 3 clusters Score -1139166 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1139205.000000 Penalty: 3240.135986
	Iteration 26Q: 3 clusters Score -1139205 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1139237.000000 Penalty: 3240.135986
	Iteration 27Q: 3 clusters Score -1139237 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1139271.750000 Penalty: 3240.135986
	Iteration 28Q: 3 clusters Score -1139272 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1139307.375000 Penalty: 3240.135986
	Iteration 29Q: 3 clusters Score -1139307 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1139334.000000 Penalty: 3240.135986
	Iteration 30Q: 3 clusters Score -1139334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1139344.375000 Penalty: 3240.135986
	Iteration 31Q: 3 clusters Score -1139344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1139351.500000 Penalty: 3240.135986
	Iteration 32Q: 3 clusters Score -1139352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1139355.125000 Penalty: 3240.135986
	Iteration 33Q: 3 clusters Score -1139355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1139363.875000 Penalty: 3240.135986
	Iteration 34Q: 3 clusters Score -1139364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1139368.625000 Penalty: 3240.135986
	Iteration 35Q: 3 clusters Score -1139369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1139369.750000 Penalty: 3240.135986
	Iteration 36Q: 3 clusters Score -1139370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1139374.250000 Penalty: 3240.135986
	Iteration 37Q: 3 clusters Score -1139374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1139377.125000 Penalty: 3240.135986
	Iteration 38Q: 3 clusters Score -1139377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1139384.375000 Penalty: 3240.135986
	Iteration 39Q: 3 clusters Score -1139384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1139385.125000 Penalty: 3240.135986
	Iteration 40F: 3 clusters Score -1139385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1139392.250000 Penalty: 3240.135986
	Iteration 41Q: 3 clusters Score -1139392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1139394.375000 Penalty: 3240.135986
	Iteration 42Q: 3 clusters Score -1139394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1139397.375000 Penalty: 3240.135986
	Iteration 43Q: 3 clusters Score -1139397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1139397.500000 Penalty: 3240.135986
	Iteration 44Q: 3 clusters Score -1139398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1139395.625000 Penalty: 3240.135986
	Iteration 45Q: 3 clusters Score -1139396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1139397.750000 Penalty: 3240.135986
	Iteration 46Q: 3 clusters Score -1139398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1139398.625000 Penalty: 3240.135986
	Iteration 47Q: 3 clusters Score -1139399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1139397.375000 Penalty: 3240.135986
	Iteration 48Q: 3 clusters Score -1139397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1139398.250000 Penalty: 3240.135986
	Iteration 49Q: 3 clusters Score -1139398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1139400.625000 Penalty: 3240.135986
	Iteration 50Q: 3 clusters Score -1139401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1139400.375000 Penalty: 3240.135986
	Iteration 51Q: 3 clusters Score -1139400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1139401.875000 Penalty: 3240.135986
	Iteration 52Q: 3 clusters Score -1139402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1139402.750000 Penalty: 3240.135986
	Iteration 53Q: 3 clusters Score -1139403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1139402.250000 Penalty: 3240.135986
	Iteration 54Q: 3 clusters Score -1139402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1139402.875000 Penalty: 3240.135986
	Iteration 55Q: 3 clusters Score -1139403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1139402.875000 Penalty: 3240.135986
	Iteration 56F: 3 clusters Score -1139403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20252 members 
Mstep: Class 4 contains 156730 members 
Mstep: Class 5 contains 124315 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47514 members 
Mstep: Class 8 contains 16047 members 
Mstep: Class 10 contains 5387 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39111 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 21368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140550.000000 Penalty: 31796.724609
Iteration 319Q: 16 clusters Score -2.314055e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20252 members 
Mstep: Class 4 contains 156732 members 
Mstep: Class 5 contains 124320 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47510 members 
Mstep: Class 8 contains 16046 members 
Mstep: Class 10 contains 5387 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39110 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6533 members 
Mstep: Class 20 contains 21368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140530.000000 Penalty: 31796.724609
Iteration 320F: 16 clusters Score -2.314053e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20252 members 
Mstep: Class 4 contains 156732 members 
Mstep: Class 5 contains 124327 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47506 members 
Mstep: Class 8 contains 16044 members 
Mstep: Class 10 contains 5387 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39109 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6533 members 
Mstep: Class 20 contains 21368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140524.000000 Penalty: 31796.724609
Iteration 321Q: 16 clusters Score -2.314052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20250 members 
Mstep: Class 4 contains 156734 members 
Mstep: Class 5 contains 124332 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47503 members 
Mstep: Class 8 contains 16044 members 
Mstep: Class 10 contains 5387 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39108 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6533 members 
Mstep: Class 20 contains 21367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140522.000000 Penalty: 31796.724609
Iteration 322Q: 16 clusters Score -2.314052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20249 members 
Mstep: Class 4 contains 156734 members 
Mstep: Class 5 contains 124338 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47500 members 
Mstep: Class 8 contains 16044 members 
Mstep: Class 10 contains 5387 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39107 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6532 members 
Mstep: Class 20 contains 21367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140530.000000 Penalty: 31796.724609
Iteration 323Q: 16 clusters Score -2.314053e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20246 members 
Mstep: Class 4 contains 156734 members 
Mstep: Class 5 contains 124346 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47498 members 
Mstep: Class 8 contains 16044 members 
Mstep: Class 10 contains 5387 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39106 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 21367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140526.000000 Penalty: 31796.724609
Iteration 324Q: 16 clusters Score -2.314053e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20244 members 
Mstep: Class 4 contains 156735 members 
Mstep: Class 5 contains 124354 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47493 members 
Mstep: Class 8 contains 16044 members 
Mstep: Class 10 contains 5387 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39105 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 21366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140522.000000 Penalty: 31796.724609
Iteration 325Q: 16 clusters Score -2.314052e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20243 members 
Mstep: Class 4 contains 156738 members 
Mstep: Class 5 contains 124361 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47487 members 
Mstep: Class 8 contains 16044 members 
Mstep: Class 10 contains 5387 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39104 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 21364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140520.000000 Penalty: 31796.724609
Iteration 326Q: 16 clusters Score -2.314052e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20242 members 
Mstep: Class 4 contains 156741 members 
Mstep: Class 5 contains 124368 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47479 members 
Mstep: Class 8 contains 16044 members 
Mstep: Class 10 contains 5387 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39104 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 21363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140536.000000 Penalty: 31796.724609
Iteration 327Q: 16 clusters Score -2.314054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20242 members 
Mstep: Class 4 contains 156742 members 
Mstep: Class 5 contains 124374 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47473 members 
Mstep: Class 8 contains 16044 members 
Mstep: Class 10 contains 5387 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39103 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 21363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140526.000000 Penalty: 31796.724609
Iteration 328Q: 16 clusters Score -2.314053e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20242 members 
Mstep: Class 4 contains 156745 members 
Mstep: Class 5 contains 124384 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47461 members 
Mstep: Class 8 contains 16043 members 
Mstep: Class 10 contains 5387 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39102 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 21364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140538.000000 Penalty: 31796.724609
Iteration 329Q: 16 clusters Score -2.314054e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20242 members 
Mstep: Class 4 contains 156747 members 
Mstep: Class 5 contains 124391 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47456 members 
Mstep: Class 8 contains 16041 members 
Mstep: Class 10 contains 5387 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39100 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 21364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140554.000000 Penalty: 31796.724609
Iteration 330Q: 16 clusters Score -2.314055e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20242 members 
Mstep: Class 4 contains 156750 members 
Mstep: Class 5 contains 124399 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47449 members 
Mstep: Class 8 contains 16038 members 
Mstep: Class 10 contains 5387 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39099 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 21364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140544.000000 Penalty: 31796.724609
Iteration 331Q: 16 clusters Score -2.314054e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20242 members 
Mstep: Class 4 contains 156755 members 
Mstep: Class 5 contains 124405 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47439 members 
Mstep: Class 8 contains 16036 members 
Mstep: Class 10 contains 5388 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39099 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 21364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140536.000000 Penalty: 31796.724609
Iteration 332Q: 16 clusters Score -2.314054e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20242 members 
Mstep: Class 4 contains 156758 members 
Mstep: Class 5 contains 124417 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47428 members 
Mstep: Class 8 contains 16036 members 
Mstep: Class 10 contains 5387 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39097 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 21363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140562.000000 Penalty: 31796.724609
Iteration 333Q: 16 clusters Score -2.314056e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20242 members 
Mstep: Class 4 contains 156755 members 
Mstep: Class 5 contains 124432 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47420 members 
Mstep: Class 8 contains 16035 members 
Mstep: Class 10 contains 5387 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39095 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6531 members 
Mstep: Class 20 contains 21361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140554.000000 Penalty: 31796.724609
Iteration 334Q: 16 clusters Score -2.314055e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20240 members 
Mstep: Class 4 contains 156755 members 
Mstep: Class 5 contains 124448 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47410 members 
Mstep: Class 8 contains 16034 members 
Mstep: Class 10 contains 5386 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39092 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6532 members 
Mstep: Class 20 contains 21361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140580.000000 Penalty: 31796.724609
Iteration 335Q: 16 clusters Score -2.314058e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20240 members 
Mstep: Class 4 contains 156754 members 
Mstep: Class 5 contains 124461 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47403 members 
Mstep: Class 8 contains 16031 members 
Mstep: Class 10 contains 5385 members 
Mstep: Class 11 contains 4389 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39089 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6533 members 
Mstep: Class 20 contains 21361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140570.000000 Penalty: 31796.724609
Iteration 336Q: 16 clusters Score -2.314057e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20240 members 
Mstep: Class 4 contains 156758 members 
Mstep: Class 5 contains 124465 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47398 members 
Mstep: Class 8 contains 16029 members 
Mstep: Class 10 contains 5385 members 
Mstep: Class 11 contains 4390 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39087 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6533 members 
Mstep: Class 20 contains 21361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140588.000000 Penalty: 31796.724609
Iteration 337Q: 16 clusters Score -2.314059e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20240 members 
Mstep: Class 4 contains 156759 members 
Mstep: Class 5 contains 124471 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47395 members 
Mstep: Class 8 contains 16026 members 
Mstep: Class 10 contains 5385 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39084 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 21361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140574.000000 Penalty: 31796.724609
Iteration 338Q: 16 clusters Score -2.314057e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20240 members 
Mstep: Class 4 contains 156762 members 
Mstep: Class 5 contains 124479 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47391 members 
Mstep: Class 8 contains 16022 members 
Mstep: Class 10 contains 5385 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39080 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6535 members 
Mstep: Class 20 contains 21361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140598.000000 Penalty: 31796.724609
Iteration 339Q: 16 clusters Score -2.31406e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20240 members 
Mstep: Class 4 contains 156769 members 
Mstep: Class 5 contains 124481 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47389 members 
Mstep: Class 8 contains 16014 members 
Mstep: Class 10 contains 5385 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39078 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6538 members 
Mstep: Class 20 contains 21361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140570.000000 Penalty: 31796.724609
Iteration 340F: 16 clusters Score -2.314057e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20240 members 
Mstep: Class 4 contains 156771 members 
Mstep: Class 5 contains 124484 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47388 members 
Mstep: Class 8 contains 16011 members 
Mstep: Class 10 contains 5385 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39075 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6540 members 
Mstep: Class 20 contains 21361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140586.000000 Penalty: 31796.724609
Iteration 341Q: 16 clusters Score -2.314059e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20240 members 
Mstep: Class 4 contains 156773 members 
Mstep: Class 5 contains 124486 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47386 members 
Mstep: Class 8 contains 16008 members 
Mstep: Class 10 contains 5385 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39074 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6542 members 
Mstep: Class 20 contains 21361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140592.000000 Penalty: 31796.724609
Iteration 342Q: 16 clusters Score -2.314059e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20240 members 
Mstep: Class 4 contains 156778 members 
Mstep: Class 5 contains 124491 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47382 members 
Mstep: Class 8 contains 16003 members 
Mstep: Class 10 contains 5385 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39073 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6542 members 
Mstep: Class 20 contains 21361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140574.000000 Penalty: 31796.724609
Iteration 343Q: 16 clusters Score -2.314057e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20240 members 
Mstep: Class 4 contains 156785 members 
Mstep: Class 5 contains 124495 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47378 members 
Mstep: Class 8 contains 15999 members 
Mstep: Class 10 contains 5385 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39070 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6542 members 
Mstep: Class 20 contains 21361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140584.000000 Penalty: 31796.724609
Iteration 344Q: 16 clusters Score -2.314058e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20240 members 
Mstep: Class 4 contains 156787 members 
Mstep: Class 5 contains 124503 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47374 members 
Mstep: Class 8 contains 15996 members 
Mstep: Class 10 contains 5386 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39066 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6542 members 
Mstep: Class 20 contains 21361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140560.000000 Penalty: 31796.724609
Iteration 345Q: 16 clusters Score -2.314056e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 20240 members 
Mstep: Class 4 contains 156793 members 
Mstep: Class 5 contains 124509 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47368 members 
Mstep: Class 8 contains 15993 members 
Mstep: Class 10 contains 5386 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39066 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6542 members 
Mstep: Class 20 contains 21358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140552.000000 Penalty: 31796.724609
Iteration 346Q: 16 clusters Score -2.314055e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11437 members 
Mstep: Class 3 contains 20240 members 
Mstep: Class 4 contains 156795 members 
Mstep: Class 5 contains 124516 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47365 members 
Mstep: Class 8 contains 15989 members 
Mstep: Class 10 contains 5386 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39065 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6542 members 
Mstep: Class 20 contains 21356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140552.000000 Penalty: 31796.724609
Iteration 347Q: 16 clusters Score -2.314055e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11437 members 
Mstep: Class 3 contains 20240 members 
Mstep: Class 4 contains 156794 members 
Mstep: Class 5 contains 124523 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47361 members 
Mstep: Class 8 contains 15989 members 
Mstep: Class 10 contains 5386 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39064 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6542 members 
Mstep: Class 20 contains 21355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140558.000000 Penalty: 31796.724609
Iteration 348Q: 16 clusters Score -2.314056e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11437 members 
Mstep: Class 3 contains 20240 members 
Mstep: Class 4 contains 156792 members 
Mstep: Class 5 contains 124533 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 47357 members 
Mstep: Class 8 contains 15989 members 
Mstep: Class 10 contains 5385 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39062 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6542 members 
Mstep: Class 20 contains 21354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140574.000000 Penalty: 31796.724609
Iteration 349Q: 16 clusters Score -2.314057e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11437 members 
Mstep: Class 3 contains 20240 members 
Mstep: Class 4 contains 156790 members 
Mstep: Class 5 contains 124539 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 47356 members 
Mstep: Class 8 contains 15988 members 
Mstep: Class 10 contains 5385 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39060 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6542 members 
Mstep: Class 20 contains 21353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140572.000000 Penalty: 31796.724609
Iteration 350Q: 16 clusters Score -2.314057e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11437 members 
Mstep: Class 3 contains 20240 members 
Mstep: Class 4 contains 156789 members 
Mstep: Class 5 contains 124545 members 
Mstep: Class 6 contains 3067 members 
Mstep: Class 7 contains 47354 members 
Mstep: Class 8 contains 15988 members 
Mstep: Class 10 contains 5385 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39057 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6542 members 
Mstep: Class 20 contains 21352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140570.000000 Penalty: 31796.724609
Iteration 351Q: 16 clusters Score -2.314057e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11437 members 
Mstep: Class 3 contains 20239 members 
Mstep: Class 4 contains 156788 members 
Mstep: Class 5 contains 124552 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 47353 members 
Mstep: Class 8 contains 15987 members 
Mstep: Class 10 contains 5385 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39055 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6542 members 
Mstep: Class 20 contains 21352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140590.000000 Penalty: 31796.724609
Iteration 352Q: 16 clusters Score -2.314059e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11437 members 
Mstep: Class 3 contains 20239 members 
Mstep: Class 4 contains 156783 members 
Mstep: Class 5 contains 124562 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 47354 members 
Mstep: Class 8 contains 15983 members 
Mstep: Class 10 contains 5385 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39053 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6542 members 
Mstep: Class 20 contains 21352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140574.000000 Penalty: 31796.724609
Iteration 353Q: 16 clusters Score -2.314057e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11437 members 
Mstep: Class 3 contains 20239 members 
Mstep: Class 4 contains 156780 members 
Mstep: Class 5 contains 124572 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 47352 members 
Mstep: Class 8 contains 15981 members 
Mstep: Class 10 contains 5385 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39050 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6542 members 
Mstep: Class 20 contains 21352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140612.000000 Penalty: 31796.724609
Iteration 354Q: 16 clusters Score -2.314061e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11437 members 
Mstep: Class 3 contains 20239 members 
Mstep: Class 4 contains 156774 members 
Mstep: Class 5 contains 124582 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 47351 members 
Mstep: Class 8 contains 15980 members 
Mstep: Class 10 contains 5385 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39048 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6542 members 
Mstep: Class 20 contains 21352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140596.000000 Penalty: 31796.724609
Iteration 355Q: 16 clusters Score -2.31406e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11437 members 
Mstep: Class 3 contains 20239 members 
Mstep: Class 4 contains 156767 members 
Mstep: Class 5 contains 124593 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 47351 members 
Mstep: Class 8 contains 15979 members 
Mstep: Class 10 contains 5385 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39047 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6542 members 
Mstep: Class 20 contains 21350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140598.000000 Penalty: 31796.724609
Iteration 356Q: 16 clusters Score -2.31406e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11439 members 
Mstep: Class 3 contains 20238 members 
Mstep: Class 4 contains 156764 members 
Mstep: Class 5 contains 124606 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 47347 members 
Mstep: Class 8 contains 15977 members 
Mstep: Class 10 contains 5385 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39046 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6542 members 
Mstep: Class 20 contains 21346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140600.000000 Penalty: 31796.724609
Iteration 357Q: 16 clusters Score -2.31406e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11439 members 
Mstep: Class 3 contains 20236 members 
Mstep: Class 4 contains 156762 members 
Mstep: Class 5 contains 124616 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 47344 members 
Mstep: Class 8 contains 15977 members 
Mstep: Class 10 contains 5385 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39046 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6542 members 
Mstep: Class 20 contains 21343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140590.000000 Penalty: 31796.724609
Iteration 358Q: 16 clusters Score -2.314059e+07 nChanged 20
Entering ConstructFrom: 
Score: -23140590.000000 Penalty: 31796.724609
Entering ConstructFrom: 
Trying to split cluster 1 (1556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Entering Unmasked Estep 
Score: -76855.304688 Penalty: 1194.354492
	Iteration 0F: 2 clusters Score -76855.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -75022.500000 Penalty: 2388.708984
	Iteration 0F: 3 clusters Score -75022.5 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -75387.234375 Penalty: 2388.708984
	Iteration 1F: 3 clusters Score -75387.23 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -75486.601562 Penalty: 2388.708984
	Iteration 2F: 3 clusters Score -75486.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -75543.976562 Penalty: 2388.708984
	Iteration 3Q: 3 clusters Score -75543.98 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -75580.398438 Penalty: 2388.708984
	Iteration 4Q: 3 clusters Score -75580.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -75608.226562 Penalty: 2388.708984
	Iteration 5Q: 3 clusters Score -75608.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -75623.148438 Penalty: 2388.708984
	Iteration 6Q: 3 clusters Score -75623.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -75634.132812 Penalty: 2388.708984
	Iteration 7Q: 3 clusters Score -75634.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -75637.726562 Penalty: 2388.708984
	Iteration 8Q: 3 clusters Score -75637.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -75642.093750 Penalty: 2388.708984
	Iteration 9Q: 3 clusters Score -75642.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -75646.875000 Penalty: 2388.708984
	Iteration 10Q: 3 clusters Score -75646.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -75654.507812 Penalty: 2388.708984
	Iteration 11Q: 3 clusters Score -75654.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -75661.093750 Penalty: 2388.708984
	Iteration 12Q: 3 clusters Score -75661.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -75664.617188 Penalty: 2388.708984
	Iteration 13Q: 3 clusters Score -75664.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -75668.257812 Penalty: 2388.708984
	Iteration 14Q: 3 clusters Score -75668.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -75670.234375 Penalty: 2388.708984
	Iteration 15Q: 3 clusters Score -75670.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -75671.203125 Penalty: 2388.708984
	Iteration 16Q: 3 clusters Score -75671.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -75674.820312 Penalty: 2388.708984
	Iteration 17Q: 3 clusters Score -75674.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -75675.890625 Penalty: 2388.708984
	Iteration 18Q: 3 clusters Score -75675.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -75675.890625 Penalty: 2388.708984
	Iteration 19F: 3 clusters Score -75675.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Entering Unmasked Estep 
Score: -561601.125000 Penalty: 1518.541626
	Iteration 0F: 2 clusters Score -561601.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -553504.187500 Penalty: 3037.083252
	Iteration 0F: 3 clusters Score -553504.2 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -556352.875000 Penalty: 3037.083252
	Iteration 1F: 3 clusters Score -556352.9 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -557026.750000 Penalty: 3037.083252
	Iteration 2F: 3 clusters Score -557026.8 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -557900.000000 Penalty: 3037.083252
	Iteration 3F: 3 clusters Score -557900 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -558826.312500 Penalty: 3037.083252
	Iteration 4F: 3 clusters Score -558826.3 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -559641.375000 Penalty: 3037.083252
	Iteration 5F: 3 clusters Score -559641.4 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -560378.750000 Penalty: 3037.083252
	Iteration 6F: 3 clusters Score -560378.8 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -560873.687500 Penalty: 3037.083252
	Iteration 7F: 3 clusters Score -560873.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -561122.187500 Penalty: 3037.083252
	Iteration 8Q: 3 clusters Score -561122.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -561232.000000 Penalty: 3037.083252
	Iteration 9Q: 3 clusters Score -561232 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -561290.187500 Penalty: 3037.083252
	Iteration 10Q: 3 clusters Score -561290.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -561332.125000 Penalty: 3037.083252
	Iteration 11Q: 3 clusters Score -561332.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -561365.312500 Penalty: 3037.083252
	Iteration 12Q: 3 clusters Score -561365.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -561392.687500 Penalty: 3037.083252
	Iteration 13Q: 3 clusters Score -561392.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -561417.500000 Penalty: 3037.083252
	Iteration 14Q: 3 clusters Score -561417.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -561443.625000 Penalty: 3037.083252
	Iteration 15Q: 3 clusters Score -561443.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -561461.062500 Penalty: 3037.083252
	Iteration 16Q: 3 clusters Score -561461.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -561482.625000 Penalty: 3037.083252
	Iteration 17Q: 3 clusters Score -561482.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -561503.312500 Penalty: 3037.083252
	Iteration 18Q: 3 clusters Score -561503.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -561514.750000 Penalty: 3037.083252
	Iteration 19Q: 3 clusters Score -561514.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -561522.812500 Penalty: 3037.083252
	Iteration 20F: 3 clusters Score -561522.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -561534.000000 Penalty: 3037.083252
	Iteration 21Q: 3 clusters Score -561534 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -561542.187500 Penalty: 3037.083252
	Iteration 22Q: 3 clusters Score -561542.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -561548.312500 Penalty: 3037.083252
	Iteration 23Q: 3 clusters Score -561548.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -561555.375000 Penalty: 3037.083252
	Iteration 24Q: 3 clusters Score -561555.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -561558.937500 Penalty: 3037.083252
	Iteration 25Q: 3 clusters Score -561558.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -561566.562500 Penalty: 3037.083252
	Iteration 26Q: 3 clusters Score -561566.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -561574.812500 Penalty: 3037.083252
	Iteration 27Q: 3 clusters Score -561574.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -561584.062500 Penalty: 3037.083252
	Iteration 28Q: 3 clusters Score -561584.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -561593.687500 Penalty: 3037.083252
	Iteration 29Q: 3 clusters Score -561593.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -561599.937500 Penalty: 3037.083252
	Iteration 30Q: 3 clusters Score -561599.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -561604.062500 Penalty: 3037.083252
	Iteration 31Q: 3 clusters Score -561604.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -561607.250000 Penalty: 3037.083252
	Iteration 32Q: 3 clusters Score -561607.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -561611.875000 Penalty: 3037.083252
	Iteration 33Q: 3 clusters Score -561611.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -561613.812500 Penalty: 3037.083252
	Iteration 34Q: 3 clusters Score -561613.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -561616.375000 Penalty: 3037.083252
	Iteration 35Q: 3 clusters Score -561616.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -561618.000000 Penalty: 3037.083252
	Iteration 36Q: 3 clusters Score -561618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -561620.437500 Penalty: 3037.083252
	Iteration 37Q: 3 clusters Score -561620.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -561622.437500 Penalty: 3037.083252
	Iteration 38Q: 3 clusters Score -561622.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -561625.187500 Penalty: 3037.083252
	Iteration 39Q: 3 clusters Score -561625.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -561625.937500 Penalty: 3037.083252
	Iteration 40F: 3 clusters Score -561625.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -561628.187500 Penalty: 3037.083252
	Iteration 41Q: 3 clusters Score -561628.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -561631.187500 Penalty: 3037.083252
	Iteration 42Q: 3 clusters Score -561631.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -561635.187500 Penalty: 3037.083252
	Iteration 43Q: 3 clusters Score -561635.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -561638.000000 Penalty: 3037.083252
	Iteration 44Q: 3 clusters Score -561638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -561640.875000 Penalty: 3037.083252
	Iteration 45Q: 3 clusters Score -561640.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -561642.625000 Penalty: 3037.083252
	Iteration 46Q: 3 clusters Score -561642.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -561645.750000 Penalty: 3037.083252
	Iteration 47Q: 3 clusters Score -561645.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -561646.875000 Penalty: 3037.083252
	Iteration 48Q: 3 clusters Score -561646.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -561646.687500 Penalty: 3037.083252
	Iteration 49Q: 3 clusters Score -561646.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -561652.312500 Penalty: 3037.083252
	Iteration 50Q: 3 clusters Score -561652.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -561651.562500 Penalty: 3037.083252
	Iteration 51Q: 3 clusters Score -561651.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -561652.375000 Penalty: 3037.083252
	Iteration 52Q: 3 clusters Score -561652.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -561652.250000 Penalty: 3037.083252
	Iteration 53Q: 3 clusters Score -561652.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -561652.125000 Penalty: 3037.083252
	Iteration 54Q: 3 clusters Score -561652.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -561655.812500 Penalty: 3037.083252
	Iteration 55Q: 3 clusters Score -561655.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -561654.312500 Penalty: 3037.083252
	Iteration 56Q: 3 clusters Score -561654.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -561657.625000 Penalty: 3037.083252
	Iteration 57Q: 3 clusters Score -561657.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -561658.687500 Penalty: 3037.083252
	Iteration 58Q: 3 clusters Score -561658.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -561660.562500 Penalty: 3037.083252
	Iteration 59Q: 3 clusters Score -561660.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -561662.312500 Penalty: 3037.083252
	Iteration 60F: 3 clusters Score -561662.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -561662.250000 Penalty: 3037.083252
	Iteration 61Q: 3 clusters Score -561662.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -561661.562500 Penalty: 3037.083252
	Iteration 62Q: 3 clusters Score -561661.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -561662.125000 Penalty: 3037.083252
	Iteration 63Q: 3 clusters Score -561662.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -561661.937500 Penalty: 3037.083252
	Iteration 64Q: 3 clusters Score -561661.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -561662.187500 Penalty: 3037.083252
	Iteration 65Q: 3 clusters Score -561662.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -561662.062500 Penalty: 3037.083252
	Iteration 66Q: 3 clusters Score -561662.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -561662.062500 Penalty: 3037.083252
	Iteration 67F: 3 clusters Score -561662.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1465 members 
Mstep: Class 3 contains 20231 members 
Mstep: Class 4 contains 156761 members 
Mstep: Class 5 contains 124633 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 47337 members 
Mstep: Class 8 contains 15977 members 
Mstep: Class 9 contains 9975 members 
Mstep: Class 10 contains 5384 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39045 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6542 members 
Mstep: Class 20 contains 21340 members 
Entering Unmasked Estep 
Score: -23140006.000000 Penalty: 33916.507812
Splitting cluster 2 changes total score from -23140590.000000 to -23140006.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (20231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Entering Unmasked Estep 
Score: -1087234.625000 Penalty: 1611.182861
	Iteration 0F: 2 clusters Score -1087235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1073428.625000 Penalty: 3222.365723
	Iteration 0F: 3 clusters Score -1073429 nChanged 9199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1078542.625000 Penalty: 3222.365723
	Iteration 1F: 3 clusters Score -1078543 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1078938.625000 Penalty: 3222.365723
	Iteration 2Q: 3 clusters Score -1078939 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1079421.250000 Penalty: 3222.365723
	Iteration 3F: 3 clusters Score -1079421 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1080049.250000 Penalty: 3222.365723
	Iteration 4F: 3 clusters Score -1080049 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1080894.250000 Penalty: 3222.365723
	Iteration 5F: 3 clusters Score -1080894 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -1081909.625000 Penalty: 3222.365723
	Iteration 6F: 3 clusters Score -1081910 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1082999.000000 Penalty: 3222.365723
	Iteration 7F: 3 clusters Score -1082999 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -1083972.500000 Penalty: 3222.365723
	Iteration 8F: 3 clusters Score -1083972 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -1084580.500000 Penalty: 3222.365723
	Iteration 9Q: 3 clusters Score -1084580 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -1084895.750000 Penalty: 3222.365723
	Iteration 10Q: 3 clusters Score -1084896 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -1085104.500000 Penalty: 3222.365723
	Iteration 11Q: 3 clusters Score -1085104 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -1085254.125000 Penalty: 3222.365723
	Iteration 12Q: 3 clusters Score -1085254 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -1085364.250000 Penalty: 3222.365723
	Iteration 13Q: 3 clusters Score -1085364 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -1085455.500000 Penalty: 3222.365723
	Iteration 14Q: 3 clusters Score -1085456 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -1085522.375000 Penalty: 3222.365723
	Iteration 15Q: 3 clusters Score -1085522 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -1085582.375000 Penalty: 3222.365723
	Iteration 16Q: 3 clusters Score -1085582 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -1085624.375000 Penalty: 3222.365723
	Iteration 17Q: 3 clusters Score -1085624 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -1085658.875000 Penalty: 3222.365723
	Iteration 18Q: 3 clusters Score -1085659 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -1085682.125000 Penalty: 3222.365723
	Iteration 19Q: 3 clusters Score -1085682 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -1085697.625000 Penalty: 3222.365723
	Iteration 20F: 3 clusters Score -1085698 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -1085717.250000 Penalty: 3222.365723
	Iteration 21Q: 3 clusters Score -1085717 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -1085733.625000 Penalty: 3222.365723
	Iteration 22Q: 3 clusters Score -1085734 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -1085748.625000 Penalty: 3222.365723
	Iteration 23Q: 3 clusters Score -1085749 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -1085769.000000 Penalty: 3222.365723
	Iteration 24Q: 3 clusters Score -1085769 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -1085786.250000 Penalty: 3222.365723
	Iteration 25Q: 3 clusters Score -1085786 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -1085797.000000 Penalty: 3222.365723
	Iteration 26Q: 3 clusters Score -1085797 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -1085807.375000 Penalty: 3222.365723
	Iteration 27Q: 3 clusters Score -1085807 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -1085817.000000 Penalty: 3222.365723
	Iteration 28Q: 3 clusters Score -1085817 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -1085823.250000 Penalty: 3222.365723
	Iteration 29Q: 3 clusters Score -1085823 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -1085836.250000 Penalty: 3222.365723
	Iteration 30Q: 3 clusters Score -1085836 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -1085837.250000 Penalty: 3222.365723
	Iteration 31Q: 3 clusters Score -1085837 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -1085846.125000 Penalty: 3222.365723
	Iteration 32Q: 3 clusters Score -1085846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -1085850.250000 Penalty: 3222.365723
	Iteration 33Q: 3 clusters Score -1085850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -1085859.000000 Penalty: 3222.365723
	Iteration 34Q: 3 clusters Score -1085859 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -1085866.375000 Penalty: 3222.365723
	Iteration 35Q: 3 clusters Score -1085866 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -1085876.875000 Penalty: 3222.365723
	Iteration 36Q: 3 clusters Score -1085877 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -1085878.625000 Penalty: 3222.365723
	Iteration 37Q: 3 clusters Score -1085879 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -1085884.625000 Penalty: 3222.365723
	Iteration 38Q: 3 clusters Score -1085885 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -1085886.125000 Penalty: 3222.365723
	Iteration 39Q: 3 clusters Score -1085886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -1085888.750000 Penalty: 3222.365723
	Iteration 40F: 3 clusters Score -1085889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -1085890.750000 Penalty: 3222.365723
	Iteration 41Q: 3 clusters Score -1085891 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -1085896.125000 Penalty: 3222.365723
	Iteration 42Q: 3 clusters Score -1085896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -1085899.000000 Penalty: 3222.365723
	Iteration 43Q: 3 clusters Score -1085899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -1085899.625000 Penalty: 3222.365723
	Iteration 44Q: 3 clusters Score -1085900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -1085903.750000 Penalty: 3222.365723
	Iteration 45Q: 3 clusters Score -1085904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -1085914.000000 Penalty: 3222.365723
	Iteration 46Q: 3 clusters Score -1085914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -1085914.875000 Penalty: 3222.365723
	Iteration 47Q: 3 clusters Score -1085915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -1085916.625000 Penalty: 3222.365723
	Iteration 48Q: 3 clusters Score -1085917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -1085919.625000 Penalty: 3222.365723
	Iteration 49Q: 3 clusters Score -1085920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -1085919.125000 Penalty: 3222.365723
	Iteration 50Q: 3 clusters Score -1085919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -1085919.000000 Penalty: 3222.365723
	Iteration 51Q: 3 clusters Score -1085919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -1085922.375000 Penalty: 3222.365723
	Iteration 52Q: 3 clusters Score -1085922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -1085922.875000 Penalty: 3222.365723
	Iteration 53Q: 3 clusters Score -1085923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -1085926.000000 Penalty: 3222.365723
	Iteration 54Q: 3 clusters Score -1085926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -1085926.375000 Penalty: 3222.365723
	Iteration 55Q: 3 clusters Score -1085926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -1085928.500000 Penalty: 3222.365723
	Iteration 56Q: 3 clusters Score -1085928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -1085931.125000 Penalty: 3222.365723
	Iteration 57Q: 3 clusters Score -1085931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -1085930.250000 Penalty: 3222.365723
	Iteration 58Q: 3 clusters Score -1085930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -1085931.375000 Penalty: 3222.365723
	Iteration 59Q: 3 clusters Score -1085931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -1085934.500000 Penalty: 3222.365723
	Iteration 60F: 3 clusters Score -1085934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -1085935.375000 Penalty: 3222.365723
	Iteration 61Q: 3 clusters Score -1085935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -1085935.750000 Penalty: 3222.365723
	Iteration 62Q: 3 clusters Score -1085936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -1085937.750000 Penalty: 3222.365723
	Iteration 63Q: 3 clusters Score -1085938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -1085936.625000 Penalty: 3222.365723
	Iteration 64Q: 3 clusters Score -1085937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -1085940.250000 Penalty: 3222.365723
	Iteration 65Q: 3 clusters Score -1085940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -1085939.125000 Penalty: 3222.365723
	Iteration 66Q: 3 clusters Score -1085939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -1085941.500000 Penalty: 3222.365723
	Iteration 67Q: 3 clusters Score -1085942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -1085942.625000 Penalty: 3222.365723
	Iteration 68Q: 3 clusters Score -1085943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -1085943.625000 Penalty: 3222.365723
	Iteration 69Q: 3 clusters Score -1085944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -1085943.750000 Penalty: 3222.365723
	Iteration 70Q: 3 clusters Score -1085944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -1085943.500000 Penalty: 3222.365723
	Iteration 71Q: 3 clusters Score -1085944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -1085947.500000 Penalty: 3222.365723
	Iteration 72Q: 3 clusters Score -1085948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -1085946.500000 Penalty: 3222.365723
	Iteration 73Q: 3 clusters Score -1085946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -1085947.625000 Penalty: 3222.365723
	Iteration 74Q: 3 clusters Score -1085948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -1085949.750000 Penalty: 3222.365723
	Iteration 75Q: 3 clusters Score -1085950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -1085949.125000 Penalty: 3222.365723
	Iteration 76Q: 3 clusters Score -1085949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -1085949.500000 Penalty: 3222.365723
	Iteration 77Q: 3 clusters Score -1085950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -1085950.750000 Penalty: 3222.365723
	Iteration 78Q: 3 clusters Score -1085951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -1085948.875000 Penalty: 3222.365723
	Iteration 79Q: 3 clusters Score -1085949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -1085952.625000 Penalty: 3222.365723
	Iteration 80F: 3 clusters Score -1085953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -1085955.125000 Penalty: 3222.365723
	Iteration 81Q: 3 clusters Score -1085955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -1085955.000000 Penalty: 3222.365723
	Iteration 82Q: 3 clusters Score -1085955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -1085955.375000 Penalty: 3222.365723
	Iteration 83Q: 3 clusters Score -1085955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -1085956.125000 Penalty: 3222.365723
	Iteration 84Q: 3 clusters Score -1085956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -1085955.000000 Penalty: 3222.365723
	Iteration 85Q: 3 clusters Score -1085955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -1085956.750000 Penalty: 3222.365723
	Iteration 86Q: 3 clusters Score -1085957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -1085955.375000 Penalty: 3222.365723
	Iteration 87Q: 3 clusters Score -1085955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -1085954.750000 Penalty: 3222.365723
	Iteration 88Q: 3 clusters Score -1085955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -1085959.125000 Penalty: 3222.365723
	Iteration 89Q: 3 clusters Score -1085959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -1085960.625000 Penalty: 3222.365723
	Iteration 90Q: 3 clusters Score -1085961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -1085960.625000 Penalty: 3222.365723
	Iteration 91Q: 3 clusters Score -1085961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -1085964.875000 Penalty: 3222.365723
	Iteration 92Q: 3 clusters Score -1085965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -1085964.875000 Penalty: 3222.365723
	Iteration 93Q: 3 clusters Score -1085965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -1085965.625000 Penalty: 3222.365723
	Iteration 94Q: 3 clusters Score -1085966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -1085966.625000 Penalty: 3222.365723
	Iteration 95Q: 3 clusters Score -1085967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -1085968.250000 Penalty: 3222.365723
	Iteration 96Q: 3 clusters Score -1085968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -1085967.625000 Penalty: 3222.365723
	Iteration 97Q: 3 clusters Score -1085968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -1085967.625000 Penalty: 3222.365723
	Iteration 98Q: 3 clusters Score -1085968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -1085967.000000 Penalty: 3222.365723
	Iteration 99Q: 3 clusters Score -1085967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -1085966.875000 Penalty: 3222.365723
	Iteration 100F: 3 clusters Score -1085967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -1085967.875000 Penalty: 3222.365723
	Iteration 101Q: 3 clusters Score -1085968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -1085967.875000 Penalty: 3222.365723
	Iteration 102Q: 3 clusters Score -1085968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -1085969.625000 Penalty: 3222.365723
	Iteration 103Q: 3 clusters Score -1085970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -1085970.250000 Penalty: 3222.365723
	Iteration 104Q: 3 clusters Score -1085970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -1085971.375000 Penalty: 3222.365723
	Iteration 105Q: 3 clusters Score -1085971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -1085973.750000 Penalty: 3222.365723
	Iteration 106Q: 3 clusters Score -1085974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -1085972.125000 Penalty: 3222.365723
	Iteration 107Q: 3 clusters Score -1085972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -1085971.500000 Penalty: 3222.365723
	Iteration 108Q: 3 clusters Score -1085972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -1085971.875000 Penalty: 3222.365723
	Iteration 109Q: 3 clusters Score -1085972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -1085973.500000 Penalty: 3222.365723
	Iteration 110Q: 3 clusters Score -1085974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -1085973.500000 Penalty: 3222.365723
	Iteration 111F: 3 clusters Score -1085974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (156761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156761 members 
Entering Unmasked Estep 
Score: -8156963.500000 Penalty: 1943.902588
	Iteration 0F: 2 clusters Score -8156964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78542 members 
Mstep: Class 2 contains 78219 members 
Entering Unmasked Estep 
Score: -8051539.500000 Penalty: 3887.805176
	Iteration 0F: 3 clusters Score -8051540 nChanged 75786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83408 members 
Mstep: Class 2 contains 73353 members 
Entering Unmasked Estep 
Score: -8095966.500000 Penalty: 3887.805176
	Iteration 1F: 3 clusters Score -8095966 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86682 members 
Mstep: Class 2 contains 70079 members 
Entering Unmasked Estep 
Score: -8097393.500000 Penalty: 3887.805176
	Iteration 2Q: 3 clusters Score -8097394 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91905 members 
Mstep: Class 2 contains 64856 members 
Entering Unmasked Estep 
Score: -8099738.000000 Penalty: 3887.805176
	Iteration 3Q: 3 clusters Score -8099738 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99587 members 
Mstep: Class 2 contains 57174 members 
Entering Unmasked Estep 
Score: -8103975.500000 Penalty: 3887.805176
	Iteration 4F: 3 clusters Score -8103976 nChanged 11350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110479 members 
Mstep: Class 2 contains 46282 members 
Entering Unmasked Estep 
Score: -8111641.000000 Penalty: 3887.805176
	Iteration 5F: 3 clusters Score -8111641 nChanged 13651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123898 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -8123159.000000 Penalty: 3887.805176
	Iteration 6F: 3 clusters Score -8123159 nChanged 13673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137483 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -8136544.500000 Penalty: 3887.805176
	Iteration 7F: 3 clusters Score -8136544 nChanged 10320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147795 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -8147105.000000 Penalty: 3887.805176
	Iteration 8F: 3 clusters Score -8147105 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153287 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -8152387.500000 Penalty: 3887.805176
	Iteration 9Q: 3 clusters Score -8152388 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155384 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -8154309.000000 Penalty: 3887.805176
	Iteration 10Q: 3 clusters Score -8154309 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156081 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8154886.000000 Penalty: 3887.805176
	Iteration 11Q: 3 clusters Score -8154886 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156315 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8155039.000000 Penalty: 3887.805176
	Iteration 12Q: 3 clusters Score -8155039 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156399 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8155138.000000 Penalty: 3887.805176
	Iteration 13Q: 3 clusters Score -8155138 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156436 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -8155182.500000 Penalty: 3887.805176
	Iteration 14Q: 3 clusters Score -8155182 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156462 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8155233.000000 Penalty: 3887.805176
	Iteration 15Q: 3 clusters Score -8155233 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156480 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8155256.000000 Penalty: 3887.805176
	Iteration 16Q: 3 clusters Score -8155256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156488 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8155267.000000 Penalty: 3887.805176
	Iteration 17Q: 3 clusters Score -8155267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156493 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -8155276.500000 Penalty: 3887.805176
	Iteration 18Q: 3 clusters Score -8155276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156500 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8155290.500000 Penalty: 3887.805176
	Iteration 19Q: 3 clusters Score -8155290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156499 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8155298.000000 Penalty: 3887.805176
	Iteration 20F: 3 clusters Score -8155298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156498 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -8155303.500000 Penalty: 3887.805176
	Iteration 21Q: 3 clusters Score -8155304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156500 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8155299.500000 Penalty: 3887.805176
	Iteration 22Q: 3 clusters Score -8155300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156506 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8155316.500000 Penalty: 3887.805176
	Iteration 23Q: 3 clusters Score -8155316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156508 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8155317.500000 Penalty: 3887.805176
	Iteration 24Q: 3 clusters Score -8155318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156509 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8155326.500000 Penalty: 3887.805176
	Iteration 25Q: 3 clusters Score -8155326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156508 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8155328.000000 Penalty: 3887.805176
	Iteration 26Q: 3 clusters Score -8155328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156508 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8155331.000000 Penalty: 3887.805176
	Iteration 27Q: 3 clusters Score -8155331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156508 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8155330.000000 Penalty: 3887.805176
	Iteration 28Q: 3 clusters Score -8155330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156509 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8155326.000000 Penalty: 3887.805176
	Iteration 29Q: 3 clusters Score -8155326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156511 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8155325.000000 Penalty: 3887.805176
	Iteration 30Q: 3 clusters Score -8155325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156513 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -8155337.500000 Penalty: 3887.805176
	Iteration 31Q: 3 clusters Score -8155338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156512 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8155345.000000 Penalty: 3887.805176
	Iteration 32Q: 3 clusters Score -8155345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156513 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -8155354.000000 Penalty: 3887.805176
	Iteration 33Q: 3 clusters Score -8155354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156513 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -8155354.000000 Penalty: 3887.805176
	Iteration 34F: 3 clusters Score -8155354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (124633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124633 members 
Entering Unmasked Estep 
Score: -6376153.000000 Penalty: 1906.633423
	Iteration 0F: 2 clusters Score -6376153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62201 members 
Mstep: Class 2 contains 62432 members 
Entering Unmasked Estep 
Score: -6292580.000000 Penalty: 3813.266846
	Iteration 0F: 3 clusters Score -6292580 nChanged 59944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59949 members 
Mstep: Class 2 contains 64684 members 
Entering Unmasked Estep 
Score: -6327768.000000 Penalty: 3813.266846
	Iteration 1F: 3 clusters Score -6327768 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58601 members 
Mstep: Class 2 contains 66032 members 
Entering Unmasked Estep 
Score: -6328752.500000 Penalty: 3813.266846
	Iteration 2Q: 3 clusters Score -6328752 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 2 contains 67997 members 
Entering Unmasked Estep 
Score: -6330087.500000 Penalty: 3813.266846
	Iteration 3Q: 3 clusters Score -6330088 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53672 members 
Mstep: Class 2 contains 70961 members 
Entering Unmasked Estep 
Score: -6331884.000000 Penalty: 3813.266846
	Iteration 4Q: 3 clusters Score -6331884 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49243 members 
Mstep: Class 2 contains 75390 members 
Entering Unmasked Estep 
Score: -6334605.000000 Penalty: 3813.266846
	Iteration 5Q: 3 clusters Score -6334605 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43194 members 
Mstep: Class 2 contains 81439 members 
Entering Unmasked Estep 
Score: -6338669.000000 Penalty: 3813.266846
	Iteration 6F: 3 clusters Score -6338669 nChanged 8568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 89269 members 
Entering Unmasked Estep 
Score: -6344570.500000 Penalty: 3813.266846
	Iteration 7F: 3 clusters Score -6344570 nChanged 9190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 98095 members 
Entering Unmasked Estep 
Score: -6352032.500000 Penalty: 3813.266846
	Iteration 8F: 3 clusters Score -6352032 nChanged 8365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 106290 members 
Entering Unmasked Estep 
Score: -6359693.500000 Penalty: 3813.266846
	Iteration 9F: 3 clusters Score -6359694 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 112307 members 
Entering Unmasked Estep 
Score: -6365793.000000 Penalty: 3813.266846
	Iteration 10Q: 3 clusters Score -6365793 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 115704 members 
Entering Unmasked Estep 
Score: -6369275.000000 Penalty: 3813.266846
	Iteration 11Q: 3 clusters Score -6369275 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 117620 members 
Entering Unmasked Estep 
Score: -6371170.500000 Penalty: 3813.266846
	Iteration 12Q: 3 clusters Score -6371170 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 118737 members 
Entering Unmasked Estep 
Score: -6372213.000000 Penalty: 3813.266846
	Iteration 13Q: 3 clusters Score -6372213 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 119534 members 
Entering Unmasked Estep 
Score: -6372889.000000 Penalty: 3813.266846
	Iteration 14Q: 3 clusters Score -6372889 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 120129 members 
Entering Unmasked Estep 
Score: -6373278.500000 Penalty: 3813.266846
	Iteration 15Q: 3 clusters Score -6373278 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 120585 members 
Entering Unmasked Estep 
Score: -6373611.500000 Penalty: 3813.266846
	Iteration 16Q: 3 clusters Score -6373612 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 120970 members 
Entering Unmasked Estep 
Score: -6373800.000000 Penalty: 3813.266846
	Iteration 17Q: 3 clusters Score -6373800 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 121279 members 
Entering Unmasked Estep 
Score: -6373958.000000 Penalty: 3813.266846
	Iteration 18Q: 3 clusters Score -6373958 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 121537 members 
Entering Unmasked Estep 
Score: -6374099.500000 Penalty: 3813.266846
	Iteration 19Q: 3 clusters Score -6374100 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 121753 members 
Entering Unmasked Estep 
Score: -6374177.500000 Penalty: 3813.266846
	Iteration 20F: 3 clusters Score -6374178 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 121954 members 
Entering Unmasked Estep 
Score: -6374267.500000 Penalty: 3813.266846
	Iteration 21Q: 3 clusters Score -6374268 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 122132 members 
Entering Unmasked Estep 
Score: -6374325.000000 Penalty: 3813.266846
	Iteration 22Q: 3 clusters Score -6374325 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 122262 members 
Entering Unmasked Estep 
Score: -6374379.500000 Penalty: 3813.266846
	Iteration 23Q: 3 clusters Score -6374380 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 122376 members 
Entering Unmasked Estep 
Score: -6374398.000000 Penalty: 3813.266846
	Iteration 24Q: 3 clusters Score -6374398 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 122476 members 
Entering Unmasked Estep 
Score: -6374427.000000 Penalty: 3813.266846
	Iteration 25Q: 3 clusters Score -6374427 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 122555 members 
Entering Unmasked Estep 
Score: -6374458.500000 Penalty: 3813.266846
	Iteration 26Q: 3 clusters Score -6374458 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 122632 members 
Entering Unmasked Estep 
Score: -6374488.000000 Penalty: 3813.266846
	Iteration 27Q: 3 clusters Score -6374488 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 122703 members 
Entering Unmasked Estep 
Score: -6374479.500000 Penalty: 3813.266846
	Iteration 28Q: 3 clusters Score -6374480 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 122758 members 
Entering Unmasked Estep 
Score: -6374498.500000 Penalty: 3813.266846
	Iteration 29Q: 3 clusters Score -6374498 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 122808 members 
Entering Unmasked Estep 
Score: -6374519.500000 Penalty: 3813.266846
	Iteration 30Q: 3 clusters Score -6374520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 122831 members 
Entering Unmasked Estep 
Score: -6374524.500000 Penalty: 3813.266846
	Iteration 31Q: 3 clusters Score -6374524 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 122863 members 
Entering Unmasked Estep 
Score: -6374527.500000 Penalty: 3813.266846
	Iteration 32Q: 3 clusters Score -6374528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 122885 members 
Entering Unmasked Estep 
Score: -6374542.000000 Penalty: 3813.266846
	Iteration 33Q: 3 clusters Score -6374542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 122910 members 
Entering Unmasked Estep 
Score: -6374543.000000 Penalty: 3813.266846
	Iteration 34Q: 3 clusters Score -6374543 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 122933 members 
Entering Unmasked Estep 
Score: -6374551.000000 Penalty: 3813.266846
	Iteration 35Q: 3 clusters Score -6374551 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 122954 members 
Entering Unmasked Estep 
Score: -6374563.500000 Penalty: 3813.266846
	Iteration 36Q: 3 clusters Score -6374564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 122972 members 
Entering Unmasked Estep 
Score: -6374566.500000 Penalty: 3813.266846
	Iteration 37Q: 3 clusters Score -6374566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 122985 members 
Entering Unmasked Estep 
Score: -6374567.000000 Penalty: 3813.266846
	Iteration 38Q: 3 clusters Score -6374567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 122998 members 
Entering Unmasked Estep 
Score: -6374570.500000 Penalty: 3813.266846
	Iteration 39Q: 3 clusters Score -6374570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 123004 members 
Entering Unmasked Estep 
Score: -6374578.000000 Penalty: 3813.266846
	Iteration 40F: 3 clusters Score -6374578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 123011 members 
Entering Unmasked Estep 
Score: -6374582.500000 Penalty: 3813.266846
	Iteration 41Q: 3 clusters Score -6374582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 123022 members 
Entering Unmasked Estep 
Score: -6374579.500000 Penalty: 3813.266846
	Iteration 42Q: 3 clusters Score -6374580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 123034 members 
Entering Unmasked Estep 
Score: -6374589.500000 Penalty: 3813.266846
	Iteration 43Q: 3 clusters Score -6374590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 123053 members 
Entering Unmasked Estep 
Score: -6374598.000000 Penalty: 3813.266846
	Iteration 44Q: 3 clusters Score -6374598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 123074 members 
Entering Unmasked Estep 
Score: -6374609.500000 Penalty: 3813.266846
	Iteration 45Q: 3 clusters Score -6374610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 123092 members 
Entering Unmasked Estep 
Score: -6374614.500000 Penalty: 3813.266846
	Iteration 46Q: 3 clusters Score -6374614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 123106 members 
Entering Unmasked Estep 
Score: -6374614.500000 Penalty: 3813.266846
	Iteration 47Q: 3 clusters Score -6374614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 123119 members 
Entering Unmasked Estep 
Score: -6374609.500000 Penalty: 3813.266846
	Iteration 48Q: 3 clusters Score -6374610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 123131 members 
Entering Unmasked Estep 
Score: -6374611.000000 Penalty: 3813.266846
	Iteration 49Q: 3 clusters Score -6374611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 123138 members 
Entering Unmasked Estep 
Score: -6374627.000000 Penalty: 3813.266846
	Iteration 50Q: 3 clusters Score -6374627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 123147 members 
Entering Unmasked Estep 
Score: -6374621.500000 Penalty: 3813.266846
	Iteration 51Q: 3 clusters Score -6374622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 123155 members 
Entering Unmasked Estep 
Score: -6374627.500000 Penalty: 3813.266846
	Iteration 52Q: 3 clusters Score -6374628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 123161 members 
Entering Unmasked Estep 
Score: -6374622.500000 Penalty: 3813.266846
	Iteration 53Q: 3 clusters Score -6374622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 123166 members 
Entering Unmasked Estep 
Score: -6374624.000000 Penalty: 3813.266846
	Iteration 54Q: 3 clusters Score -6374624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 123172 members 
Entering Unmasked Estep 
Score: -6374619.500000 Penalty: 3813.266846
	Iteration 55Q: 3 clusters Score -6374620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 123181 members 
Entering Unmasked Estep 
Score: -6374629.000000 Penalty: 3813.266846
	Iteration 56Q: 3 clusters Score -6374629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 123187 members 
Entering Unmasked Estep 
Score: -6374631.000000 Penalty: 3813.266846
	Iteration 57Q: 3 clusters Score -6374631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 123193 members 
Entering Unmasked Estep 
Score: -6374626.000000 Penalty: 3813.266846
	Iteration 58Q: 3 clusters Score -6374626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 123200 members 
Entering Unmasked Estep 
Score: -6374631.000000 Penalty: 3813.266846
	Iteration 59Q: 3 clusters Score -6374631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 123204 members 
Entering Unmasked Estep 
Score: -6374627.500000 Penalty: 3813.266846
	Iteration 60F: 3 clusters Score -6374628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 123209 members 
Entering Unmasked Estep 
Score: -6374628.500000 Penalty: 3813.266846
	Iteration 61Q: 3 clusters Score -6374628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 123215 members 
Entering Unmasked Estep 
Score: -6374631.000000 Penalty: 3813.266846
	Iteration 62Q: 3 clusters Score -6374631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 123218 members 
Entering Unmasked Estep 
Score: -6374627.500000 Penalty: 3813.266846
	Iteration 63Q: 3 clusters Score -6374628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 123220 members 
Entering Unmasked Estep 
Score: -6374629.500000 Penalty: 3813.266846
	Iteration 64Q: 3 clusters Score -6374630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 123221 members 
Entering Unmasked Estep 
Score: -6374629.500000 Penalty: 3813.266846
	Iteration 65Q: 3 clusters Score -6374630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 123222 members 
Entering Unmasked Estep 
Score: -6374631.000000 Penalty: 3813.266846
	Iteration 66Q: 3 clusters Score -6374631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 123223 members 
Entering Unmasked Estep 
Score: -6374632.500000 Penalty: 3813.266846
	Iteration 67Q: 3 clusters Score -6374632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 123227 members 
Entering Unmasked Estep 
Score: -6374638.500000 Penalty: 3813.266846
	Iteration 68Q: 3 clusters Score -6374638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 123229 members 
Entering Unmasked Estep 
Score: -6374633.000000 Penalty: 3813.266846
	Iteration 69Q: 3 clusters Score -6374633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 123231 members 
Entering Unmasked Estep 
Score: -6374633.500000 Penalty: 3813.266846
	Iteration 70Q: 3 clusters Score -6374634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 123233 members 
Entering Unmasked Estep 
Score: -6374629.500000 Penalty: 3813.266846
	Iteration 71Q: 3 clusters Score -6374630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 123235 members 
Entering Unmasked Estep 
Score: -6374625.500000 Penalty: 3813.266846
	Iteration 72Q: 3 clusters Score -6374626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 123237 members 
Entering Unmasked Estep 
Score: -6374621.500000 Penalty: 3813.266846
	Iteration 73Q: 3 clusters Score -6374622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 123237 members 
Entering Unmasked Estep 
Score: -6374621.500000 Penalty: 3813.266846
	Iteration 74F: 3 clusters Score -6374622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Entering Unmasked Estep 
Score: -157753.406250 Penalty: 1304.570923
	Iteration 0F: 2 clusters Score -157753.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -155001.015625 Penalty: 2609.141846
	Iteration 0F: 3 clusters Score -155001 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -155693.468750 Penalty: 2609.141846
	Iteration 1F: 3 clusters Score -155693.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -155846.750000 Penalty: 2609.141846
	Iteration 2F: 3 clusters Score -155846.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -155943.218750 Penalty: 2609.141846
	Iteration 3F: 3 clusters Score -155943.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -156023.640625 Penalty: 2609.141846
	Iteration 4Q: 3 clusters Score -156023.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -156076.484375 Penalty: 2609.141846
	Iteration 5Q: 3 clusters Score -156076.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -156118.906250 Penalty: 2609.141846
	Iteration 6Q: 3 clusters Score -156118.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -156146.984375 Penalty: 2609.141846
	Iteration 7Q: 3 clusters Score -156147 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -156175.921875 Penalty: 2609.141846
	Iteration 8Q: 3 clusters Score -156175.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -156206.953125 Penalty: 2609.141846
	Iteration 9Q: 3 clusters Score -156207 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -156236.234375 Penalty: 2609.141846
	Iteration 10Q: 3 clusters Score -156236.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -156271.453125 Penalty: 2609.141846
	Iteration 11Q: 3 clusters Score -156271.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -156301.343750 Penalty: 2609.141846
	Iteration 12Q: 3 clusters Score -156301.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -156333.046875 Penalty: 2609.141846
	Iteration 13Q: 3 clusters Score -156333 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -156369.765625 Penalty: 2609.141846
	Iteration 14Q: 3 clusters Score -156369.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -156406.671875 Penalty: 2609.141846
	Iteration 15Q: 3 clusters Score -156406.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -156436.375000 Penalty: 2609.141846
	Iteration 16Q: 3 clusters Score -156436.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -156461.609375 Penalty: 2609.141846
	Iteration 17Q: 3 clusters Score -156461.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -156485.921875 Penalty: 2609.141846
	Iteration 18Q: 3 clusters Score -156485.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -156508.312500 Penalty: 2609.141846
	Iteration 19Q: 3 clusters Score -156508.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -156530.343750 Penalty: 2609.141846
	Iteration 20F: 3 clusters Score -156530.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -156542.812500 Penalty: 2609.141846
	Iteration 21Q: 3 clusters Score -156542.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -156552.406250 Penalty: 2609.141846
	Iteration 22Q: 3 clusters Score -156552.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -156559.843750 Penalty: 2609.141846
	Iteration 23Q: 3 clusters Score -156559.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -156566.078125 Penalty: 2609.141846
	Iteration 24Q: 3 clusters Score -156566.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -156572.453125 Penalty: 2609.141846
	Iteration 25Q: 3 clusters Score -156572.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -156582.265625 Penalty: 2609.141846
	Iteration 26Q: 3 clusters Score -156582.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -156592.750000 Penalty: 2609.141846
	Iteration 27Q: 3 clusters Score -156592.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -156603.468750 Penalty: 2609.141846
	Iteration 28Q: 3 clusters Score -156603.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -156606.156250 Penalty: 2609.141846
	Iteration 29Q: 3 clusters Score -156606.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -156609.312500 Penalty: 2609.141846
	Iteration 30Q: 3 clusters Score -156609.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -156610.328125 Penalty: 2609.141846
	Iteration 31Q: 3 clusters Score -156610.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -156611.671875 Penalty: 2609.141846
	Iteration 32Q: 3 clusters Score -156611.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -156613.250000 Penalty: 2609.141846
	Iteration 33Q: 3 clusters Score -156613.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -156614.203125 Penalty: 2609.141846
	Iteration 34Q: 3 clusters Score -156614.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -156614.203125 Penalty: 2609.141846
	Iteration 35F: 3 clusters Score -156614.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (47337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Entering Unmasked Estep 
Score: -2486196.000000 Penalty: 1749.320190
	Iteration 0F: 2 clusters Score -2486196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -2454409.000000 Penalty: 3498.640381
	Iteration 0F: 3 clusters Score -2454409 nChanged 22181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -2467470.250000 Penalty: 3498.640381
	Iteration 1F: 3 clusters Score -2467470 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -2468300.000000 Penalty: 3498.640381
	Iteration 2Q: 3 clusters Score -2468300 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -2469487.250000 Penalty: 3498.640381
	Iteration 3F: 3 clusters Score -2469487 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -2471114.250000 Penalty: 3498.640381
	Iteration 4F: 3 clusters Score -2471114 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2473389.750000 Penalty: 3498.640381
	Iteration 5F: 3 clusters Score -2473390 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -2476164.500000 Penalty: 3498.640381
	Iteration 6F: 3 clusters Score -2476164 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -2478484.750000 Penalty: 3498.640381
	Iteration 7F: 3 clusters Score -2478485 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -2479796.000000 Penalty: 3498.640381
	Iteration 8Q: 3 clusters Score -2479796 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -2480328.500000 Penalty: 3498.640381
	Iteration 9Q: 3 clusters Score -2480328 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2480628.500000 Penalty: 3498.640381
	Iteration 10Q: 3 clusters Score -2480628 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2480879.250000 Penalty: 3498.640381
	Iteration 11Q: 3 clusters Score -2480879 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2481098.000000 Penalty: 3498.640381
	Iteration 12Q: 3 clusters Score -2481098 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2481309.500000 Penalty: 3498.640381
	Iteration 13Q: 3 clusters Score -2481310 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2481512.750000 Penalty: 3498.640381
	Iteration 14Q: 3 clusters Score -2481513 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -2481751.500000 Penalty: 3498.640381
	Iteration 15Q: 3 clusters Score -2481752 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -2481977.500000 Penalty: 3498.640381
	Iteration 16Q: 3 clusters Score -2481978 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2482205.750000 Penalty: 3498.640381
	Iteration 17Q: 3 clusters Score -2482206 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -2482449.750000 Penalty: 3498.640381
	Iteration 18Q: 3 clusters Score -2482450 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -2482692.250000 Penalty: 3498.640381
	Iteration 19Q: 3 clusters Score -2482692 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -2482908.250000 Penalty: 3498.640381
	Iteration 20F: 3 clusters Score -2482908 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -2483082.500000 Penalty: 3498.640381
	Iteration 21Q: 3 clusters Score -2483082 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -2483281.000000 Penalty: 3498.640381
	Iteration 22Q: 3 clusters Score -2483281 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42696 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2483481.000000 Penalty: 3498.640381
	Iteration 23Q: 3 clusters Score -2483481 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2483651.250000 Penalty: 3498.640381
	Iteration 24Q: 3 clusters Score -2483651 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -2483846.250000 Penalty: 3498.640381
	Iteration 25Q: 3 clusters Score -2483846 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2483976.250000 Penalty: 3498.640381
	Iteration 26Q: 3 clusters Score -2483976 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44257 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2484117.750000 Penalty: 3498.640381
	Iteration 27Q: 3 clusters Score -2484118 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2484237.750000 Penalty: 3498.640381
	Iteration 28Q: 3 clusters Score -2484238 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2484323.750000 Penalty: 3498.640381
	Iteration 29Q: 3 clusters Score -2484324 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45021 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2484390.250000 Penalty: 3498.640381
	Iteration 30Q: 3 clusters Score -2484390 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2484464.000000 Penalty: 3498.640381
	Iteration 31Q: 3 clusters Score -2484464 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2484515.250000 Penalty: 3498.640381
	Iteration 32Q: 3 clusters Score -2484515 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2484542.750000 Penalty: 3498.640381
	Iteration 33Q: 3 clusters Score -2484543 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45564 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2484569.000000 Penalty: 3498.640381
	Iteration 34Q: 3 clusters Score -2484569 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2484598.000000 Penalty: 3498.640381
	Iteration 35Q: 3 clusters Score -2484598 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45716 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2484609.750000 Penalty: 3498.640381
	Iteration 36Q: 3 clusters Score -2484610 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2484632.000000 Penalty: 3498.640381
	Iteration 37Q: 3 clusters Score -2484632 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2484652.250000 Penalty: 3498.640381
	Iteration 38Q: 3 clusters Score -2484652 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2484653.000000 Penalty: 3498.640381
	Iteration 39Q: 3 clusters Score -2484653 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45920 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2484671.750000 Penalty: 3498.640381
	Iteration 40F: 3 clusters Score -2484672 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2484685.250000 Penalty: 3498.640381
	Iteration 41Q: 3 clusters Score -2484685 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2484700.000000 Penalty: 3498.640381
	Iteration 42Q: 3 clusters Score -2484700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2484708.750000 Penalty: 3498.640381
	Iteration 43Q: 3 clusters Score -2484709 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46052 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2484714.500000 Penalty: 3498.640381
	Iteration 44Q: 3 clusters Score -2484714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2484727.500000 Penalty: 3498.640381
	Iteration 45Q: 3 clusters Score -2484728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46106 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2484734.500000 Penalty: 3498.640381
	Iteration 46Q: 3 clusters Score -2484734 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2484752.250000 Penalty: 3498.640381
	Iteration 47Q: 3 clusters Score -2484752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2484757.250000 Penalty: 3498.640381
	Iteration 48Q: 3 clusters Score -2484757 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46191 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2484761.750000 Penalty: 3498.640381
	Iteration 49Q: 3 clusters Score -2484762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2484766.250000 Penalty: 3498.640381
	Iteration 50Q: 3 clusters Score -2484766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46223 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2484770.000000 Penalty: 3498.640381
	Iteration 51Q: 3 clusters Score -2484770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2484767.000000 Penalty: 3498.640381
	Iteration 52Q: 3 clusters Score -2484767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2484770.250000 Penalty: 3498.640381
	Iteration 53Q: 3 clusters Score -2484770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2484775.250000 Penalty: 3498.640381
	Iteration 54Q: 3 clusters Score -2484775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46276 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2484779.500000 Penalty: 3498.640381
	Iteration 55Q: 3 clusters Score -2484780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46290 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2484788.250000 Penalty: 3498.640381
	Iteration 56Q: 3 clusters Score -2484788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46307 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2484791.000000 Penalty: 3498.640381
	Iteration 57Q: 3 clusters Score -2484791 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2484796.250000 Penalty: 3498.640381
	Iteration 58Q: 3 clusters Score -2484796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46344 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2484801.750000 Penalty: 3498.640381
	Iteration 59Q: 3 clusters Score -2484802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46358 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2484808.250000 Penalty: 3498.640381
	Iteration 60F: 3 clusters Score -2484808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46372 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2484809.000000 Penalty: 3498.640381
	Iteration 61Q: 3 clusters Score -2484809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2484807.750000 Penalty: 3498.640381
	Iteration 62Q: 3 clusters Score -2484808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2484818.250000 Penalty: 3498.640381
	Iteration 63Q: 3 clusters Score -2484818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2484818.500000 Penalty: 3498.640381
	Iteration 64Q: 3 clusters Score -2484818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2484822.750000 Penalty: 3498.640381
	Iteration 65Q: 3 clusters Score -2484823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2484820.250000 Penalty: 3498.640381
	Iteration 66Q: 3 clusters Score -2484820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2484825.750000 Penalty: 3498.640381
	Iteration 67Q: 3 clusters Score -2484826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2484831.750000 Penalty: 3498.640381
	Iteration 68Q: 3 clusters Score -2484832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2484831.500000 Penalty: 3498.640381
	Iteration 69Q: 3 clusters Score -2484832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46465 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2484840.000000 Penalty: 3498.640381
	Iteration 70Q: 3 clusters Score -2484840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46477 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2484839.250000 Penalty: 3498.640381
	Iteration 71Q: 3 clusters Score -2484839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46483 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2484843.500000 Penalty: 3498.640381
	Iteration 72Q: 3 clusters Score -2484844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46494 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2484845.000000 Penalty: 3498.640381
	Iteration 73Q: 3 clusters Score -2484845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2484843.500000 Penalty: 3498.640381
	Iteration 74Q: 3 clusters Score -2484844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46510 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2484847.000000 Penalty: 3498.640381
	Iteration 75Q: 3 clusters Score -2484847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2484847.750000 Penalty: 3498.640381
	Iteration 76Q: 3 clusters Score -2484848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2484847.250000 Penalty: 3498.640381
	Iteration 77Q: 3 clusters Score -2484847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2484844.750000 Penalty: 3498.640381
	Iteration 78Q: 3 clusters Score -2484845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2484844.750000 Penalty: 3498.640381
	Iteration 79F: 3 clusters Score -2484845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Entering Unmasked Estep 
Score: -855593.625000 Penalty: 1572.822144
	Iteration 0F: 2 clusters Score -855593.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -844520.375000 Penalty: 3145.644287
	Iteration 0F: 3 clusters Score -844520.4 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -848442.625000 Penalty: 3145.644287
	Iteration 1F: 3 clusters Score -848442.6 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -848797.937500 Penalty: 3145.644287
	Iteration 2F: 3 clusters Score -848797.9 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -849224.875000 Penalty: 3145.644287
	Iteration 3F: 3 clusters Score -849224.9 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -849810.062500 Penalty: 3145.644287
	Iteration 4F: 3 clusters Score -849810.1 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -850611.562500 Penalty: 3145.644287
	Iteration 5F: 3 clusters Score -850611.6 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -851493.375000 Penalty: 3145.644287
	Iteration 6F: 3 clusters Score -851493.4 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -852404.062500 Penalty: 3145.644287
	Iteration 7F: 3 clusters Score -852404.1 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -853098.687500 Penalty: 3145.644287
	Iteration 8Q: 3 clusters Score -853098.7 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -853581.812500 Penalty: 3145.644287
	Iteration 9Q: 3 clusters Score -853581.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -853860.375000 Penalty: 3145.644287
	Iteration 10Q: 3 clusters Score -853860.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -854013.312500 Penalty: 3145.644287
	Iteration 11Q: 3 clusters Score -854013.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -854104.312500 Penalty: 3145.644287
	Iteration 12Q: 3 clusters Score -854104.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -854157.375000 Penalty: 3145.644287
	Iteration 13Q: 3 clusters Score -854157.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -854182.187500 Penalty: 3145.644287
	Iteration 14Q: 3 clusters Score -854182.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -854199.250000 Penalty: 3145.644287
	Iteration 15Q: 3 clusters Score -854199.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -854215.875000 Penalty: 3145.644287
	Iteration 16Q: 3 clusters Score -854215.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -854225.687500 Penalty: 3145.644287
	Iteration 17Q: 3 clusters Score -854225.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -854238.750000 Penalty: 3145.644287
	Iteration 18Q: 3 clusters Score -854238.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -854254.125000 Penalty: 3145.644287
	Iteration 19Q: 3 clusters Score -854254.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -854259.500000 Penalty: 3145.644287
	Iteration 20F: 3 clusters Score -854259.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -854260.312500 Penalty: 3145.644287
	Iteration 21Q: 3 clusters Score -854260.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -854260.312500 Penalty: 3145.644287
	Iteration 22F: 3 clusters Score -854260.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Entering Unmasked Estep 
Score: -285235.625000 Penalty: 1396.067871
	Iteration 0F: 2 clusters Score -285235.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -281012.406250 Penalty: 2792.135742
	Iteration 0F: 3 clusters Score -281012.4 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -282117.250000 Penalty: 2792.135742
	Iteration 1F: 3 clusters Score -282117.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -282269.343750 Penalty: 2792.135742
	Iteration 2F: 3 clusters Score -282269.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -282369.375000 Penalty: 2792.135742
	Iteration 3Q: 3 clusters Score -282369.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -282457.218750 Penalty: 2792.135742
	Iteration 4Q: 3 clusters Score -282457.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -282519.406250 Penalty: 2792.135742
	Iteration 5Q: 3 clusters Score -282519.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -282569.531250 Penalty: 2792.135742
	Iteration 6Q: 3 clusters Score -282569.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -282619.968750 Penalty: 2792.135742
	Iteration 7Q: 3 clusters Score -282620 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -282671.562500 Penalty: 2792.135742
	Iteration 8Q: 3 clusters Score -282671.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -282721.093750 Penalty: 2792.135742
	Iteration 9Q: 3 clusters Score -282721.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -282762.062500 Penalty: 2792.135742
	Iteration 10Q: 3 clusters Score -282762.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -282803.093750 Penalty: 2792.135742
	Iteration 11Q: 3 clusters Score -282803.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -282856.937500 Penalty: 2792.135742
	Iteration 12Q: 3 clusters Score -282856.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -282914.031250 Penalty: 2792.135742
	Iteration 13Q: 3 clusters Score -282914 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -282981.031250 Penalty: 2792.135742
	Iteration 14Q: 3 clusters Score -282981 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -283071.687500 Penalty: 2792.135742
	Iteration 15Q: 3 clusters Score -283071.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -283169.812500 Penalty: 2792.135742
	Iteration 16Q: 3 clusters Score -283169.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -283278.812500 Penalty: 2792.135742
	Iteration 17Q: 3 clusters Score -283278.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -283392.781250 Penalty: 2792.135742
	Iteration 18Q: 3 clusters Score -283392.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -283514.343750 Penalty: 2792.135742
	Iteration 19Q: 3 clusters Score -283514.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -283611.812500 Penalty: 2792.135742
	Iteration 20F: 3 clusters Score -283611.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -283714.718750 Penalty: 2792.135742
	Iteration 21Q: 3 clusters Score -283714.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -283793.281250 Penalty: 2792.135742
	Iteration 22Q: 3 clusters Score -283793.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -283833.687500 Penalty: 2792.135742
	Iteration 23Q: 3 clusters Score -283833.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -283868.093750 Penalty: 2792.135742
	Iteration 24Q: 3 clusters Score -283868.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -283893.156250 Penalty: 2792.135742
	Iteration 25Q: 3 clusters Score -283893.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -283908.031250 Penalty: 2792.135742
	Iteration 26Q: 3 clusters Score -283908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -283923.187500 Penalty: 2792.135742
	Iteration 27Q: 3 clusters Score -283923.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -283944.843750 Penalty: 2792.135742
	Iteration 28Q: 3 clusters Score -283944.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -283959.375000 Penalty: 2792.135742
	Iteration 29Q: 3 clusters Score -283959.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -283969.687500 Penalty: 2792.135742
	Iteration 30Q: 3 clusters Score -283969.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -283979.687500 Penalty: 2792.135742
	Iteration 31Q: 3 clusters Score -283979.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -283992.718750 Penalty: 2792.135742
	Iteration 32Q: 3 clusters Score -283992.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -284000.687500 Penalty: 2792.135742
	Iteration 33Q: 3 clusters Score -284000.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -284000.468750 Penalty: 2792.135742
	Iteration 34Q: 3 clusters Score -284000.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -284000.781250 Penalty: 2792.135742
	Iteration 35Q: 3 clusters Score -284000.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -284001.062500 Penalty: 2792.135742
	Iteration 36Q: 3 clusters Score -284001.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -284001.562500 Penalty: 2792.135742
	Iteration 37Q: 3 clusters Score -284001.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -284001.562500 Penalty: 2792.135742
	Iteration 38F: 3 clusters Score -284001.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -220571.140625 Penalty: 1362.938232
	Iteration 0F: 2 clusters Score -220571.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -216992.140625 Penalty: 2725.876465
	Iteration 0F: 3 clusters Score -216992.1 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -217964.015625 Penalty: 2725.876465
	Iteration 1F: 3 clusters Score -217964 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -218135.828125 Penalty: 2725.876465
	Iteration 2F: 3 clusters Score -218135.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -218266.703125 Penalty: 2725.876465
	Iteration 3F: 3 clusters Score -218266.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -218365.062500 Penalty: 2725.876465
	Iteration 4Q: 3 clusters Score -218365.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -218479.093750 Penalty: 2725.876465
	Iteration 5Q: 3 clusters Score -218479.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -218614.484375 Penalty: 2725.876465
	Iteration 6Q: 3 clusters Score -218614.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -218771.062500 Penalty: 2725.876465
	Iteration 7Q: 3 clusters Score -218771.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -219013.578125 Penalty: 2725.876465
	Iteration 8Q: 3 clusters Score -219013.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -219263.750000 Penalty: 2725.876465
	Iteration 9Q: 3 clusters Score -219263.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -219531.718750 Penalty: 2725.876465
	Iteration 10Q: 3 clusters Score -219531.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -219753.468750 Penalty: 2725.876465
	Iteration 11Q: 3 clusters Score -219753.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -219924.671875 Penalty: 2725.876465
	Iteration 12Q: 3 clusters Score -219924.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -220025.109375 Penalty: 2725.876465
	Iteration 13Q: 3 clusters Score -220025.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -220107.015625 Penalty: 2725.876465
	Iteration 14Q: 3 clusters Score -220107 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -220179.609375 Penalty: 2725.876465
	Iteration 15Q: 3 clusters Score -220179.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -220243.500000 Penalty: 2725.876465
	Iteration 16Q: 3 clusters Score -220243.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -220317.343750 Penalty: 2725.876465
	Iteration 17Q: 3 clusters Score -220317.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -220393.765625 Penalty: 2725.876465
	Iteration 18Q: 3 clusters Score -220393.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -220477.484375 Penalty: 2725.876465
	Iteration 19Q: 3 clusters Score -220477.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -220522.390625 Penalty: 2725.876465
	Iteration 20F: 3 clusters Score -220522.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -220540.375000 Penalty: 2725.876465
	Iteration 21Q: 3 clusters Score -220540.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -220553.203125 Penalty: 2725.876465
	Iteration 22Q: 3 clusters Score -220553.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -220558.515625 Penalty: 2725.876465
	Iteration 23Q: 3 clusters Score -220558.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -220559.953125 Penalty: 2725.876465
	Iteration 24Q: 3 clusters Score -220560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -220559.781250 Penalty: 2725.876465
	Iteration 25Q: 3 clusters Score -220559.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -220559.718750 Penalty: 2725.876465
	Iteration 26Q: 3 clusters Score -220559.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -220559.718750 Penalty: 2725.876465
	Iteration 27F: 3 clusters Score -220559.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Entering Unmasked Estep 
Score: -110912.289062 Penalty: 1258.562988
	Iteration 0F: 2 clusters Score -110912.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -108585.500000 Penalty: 2517.125977
	Iteration 0F: 3 clusters Score -108585.5 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -109043.695312 Penalty: 2517.125977
	Iteration 1F: 3 clusters Score -109043.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -109205.101562 Penalty: 2517.125977
	Iteration 2F: 3 clusters Score -109205.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -109310.171875 Penalty: 2517.125977
	Iteration 3F: 3 clusters Score -109310.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -109391.937500 Penalty: 2517.125977
	Iteration 4Q: 3 clusters Score -109391.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -109460.148438 Penalty: 2517.125977
	Iteration 5Q: 3 clusters Score -109460.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -109518.250000 Penalty: 2517.125977
	Iteration 6Q: 3 clusters Score -109518.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -109570.382812 Penalty: 2517.125977
	Iteration 7Q: 3 clusters Score -109570.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -109628.851562 Penalty: 2517.125977
	Iteration 8Q: 3 clusters Score -109628.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -109695.046875 Penalty: 2517.125977
	Iteration 9Q: 3 clusters Score -109695 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -109744.203125 Penalty: 2517.125977
	Iteration 10Q: 3 clusters Score -109744.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -109791.664062 Penalty: 2517.125977
	Iteration 11Q: 3 clusters Score -109791.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -109833.062500 Penalty: 2517.125977
	Iteration 12Q: 3 clusters Score -109833.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -109857.765625 Penalty: 2517.125977
	Iteration 13Q: 3 clusters Score -109857.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -109873.648438 Penalty: 2517.125977
	Iteration 14Q: 3 clusters Score -109873.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -109880.375000 Penalty: 2517.125977
	Iteration 15Q: 3 clusters Score -109880.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -109885.578125 Penalty: 2517.125977
	Iteration 16Q: 3 clusters Score -109885.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -109888.531250 Penalty: 2517.125977
	Iteration 17Q: 3 clusters Score -109888.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -109891.867188 Penalty: 2517.125977
	Iteration 18Q: 3 clusters Score -109891.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -109894.945312 Penalty: 2517.125977
	Iteration 19Q: 3 clusters Score -109894.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -109901.757812 Penalty: 2517.125977
	Iteration 20F: 3 clusters Score -109901.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -109911.132812 Penalty: 2517.125977
	Iteration 21Q: 3 clusters Score -109911.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -109917.609375 Penalty: 2517.125977
	Iteration 22Q: 3 clusters Score -109917.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -109923.687500 Penalty: 2517.125977
	Iteration 23Q: 3 clusters Score -109923.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -109927.703125 Penalty: 2517.125977
	Iteration 24Q: 3 clusters Score -109927.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -109934.500000 Penalty: 2517.125977
	Iteration 25Q: 3 clusters Score -109934.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -109941.359375 Penalty: 2517.125977
	Iteration 26Q: 3 clusters Score -109941.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -109951.859375 Penalty: 2517.125977
	Iteration 27Q: 3 clusters Score -109951.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -109963.070312 Penalty: 2517.125977
	Iteration 28Q: 3 clusters Score -109963.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -109973.078125 Penalty: 2517.125977
	Iteration 29Q: 3 clusters Score -109973.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -109982.320312 Penalty: 2517.125977
	Iteration 30Q: 3 clusters Score -109982.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -109992.585938 Penalty: 2517.125977
	Iteration 31Q: 3 clusters Score -109992.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -110005.085938 Penalty: 2517.125977
	Iteration 32Q: 3 clusters Score -110005.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -110017.093750 Penalty: 2517.125977
	Iteration 33Q: 3 clusters Score -110017.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -110031.632812 Penalty: 2517.125977
	Iteration 34Q: 3 clusters Score -110031.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -110044.585938 Penalty: 2517.125977
	Iteration 35Q: 3 clusters Score -110044.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -110054.500000 Penalty: 2517.125977
	Iteration 36Q: 3 clusters Score -110054.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -110060.093750 Penalty: 2517.125977
	Iteration 37Q: 3 clusters Score -110060.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -110063.609375 Penalty: 2517.125977
	Iteration 38Q: 3 clusters Score -110063.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -110065.968750 Penalty: 2517.125977
	Iteration 39Q: 3 clusters Score -110066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -110067.257812 Penalty: 2517.125977
	Iteration 40F: 3 clusters Score -110067.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -110069.554688 Penalty: 2517.125977
	Iteration 41Q: 3 clusters Score -110069.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -110074.804688 Penalty: 2517.125977
	Iteration 42Q: 3 clusters Score -110074.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -110078.656250 Penalty: 2517.125977
	Iteration 43Q: 3 clusters Score -110078.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -110081.945312 Penalty: 2517.125977
	Iteration 44Q: 3 clusters Score -110081.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -110087.179688 Penalty: 2517.125977
	Iteration 45Q: 3 clusters Score -110087.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -110093.750000 Penalty: 2517.125977
	Iteration 46Q: 3 clusters Score -110093.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -110099.843750 Penalty: 2517.125977
	Iteration 47Q: 3 clusters Score -110099.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -110102.703125 Penalty: 2517.125977
	Iteration 48Q: 3 clusters Score -110102.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -110104.906250 Penalty: 2517.125977
	Iteration 49Q: 3 clusters Score -110104.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -110104.906250 Penalty: 2517.125977
	Iteration 50F: 3 clusters Score -110104.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (39045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39045 members 
Entering Unmasked Estep 
Score: -2050576.125000 Penalty: 1718.026367
	Iteration 0F: 2 clusters Score -2050576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -2024469.000000 Penalty: 3436.052734
	Iteration 0F: 3 clusters Score -2024469 nChanged 18106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -2034891.625000 Penalty: 3436.052734
	Iteration 1F: 3 clusters Score -2034892 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -2035535.375000 Penalty: 3436.052734
	Iteration 2Q: 3 clusters Score -2035535 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -2036309.625000 Penalty: 3436.052734
	Iteration 3Q: 3 clusters Score -2036310 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -2037330.750000 Penalty: 3436.052734
	Iteration 4F: 3 clusters Score -2037331 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -2038688.375000 Penalty: 3436.052734
	Iteration 5F: 3 clusters Score -2038688 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -2040622.875000 Penalty: 3436.052734
	Iteration 6F: 3 clusters Score -2040623 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -2042845.375000 Penalty: 3436.052734
	Iteration 7F: 3 clusters Score -2042845 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -2045006.125000 Penalty: 3436.052734
	Iteration 8F: 3 clusters Score -2045006 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -2046677.000000 Penalty: 3436.052734
	Iteration 9Q: 3 clusters Score -2046677 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -2047687.500000 Penalty: 3436.052734
	Iteration 10Q: 3 clusters Score -2047688 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -2048236.375000 Penalty: 3436.052734
	Iteration 11Q: 3 clusters Score -2048236 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -2048564.500000 Penalty: 3436.052734
	Iteration 12Q: 3 clusters Score -2048564 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -2048765.625000 Penalty: 3436.052734
	Iteration 13Q: 3 clusters Score -2048766 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 38223 members 
Entering Unmasked Estep 
Score: -2048876.250000 Penalty: 3436.052734
	Iteration 14Q: 3 clusters Score -2048876 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -2048962.875000 Penalty: 3436.052734
	Iteration 15Q: 3 clusters Score -2048963 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 38451 members 
Entering Unmasked Estep 
Score: -2049021.125000 Penalty: 3436.052734
	Iteration 16Q: 3 clusters Score -2049021 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -2049066.500000 Penalty: 3436.052734
	Iteration 17Q: 3 clusters Score -2049066 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 38564 members 
Entering Unmasked Estep 
Score: -2049100.625000 Penalty: 3436.052734
	Iteration 18Q: 3 clusters Score -2049101 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -2049131.375000 Penalty: 3436.052734
	Iteration 19Q: 3 clusters Score -2049131 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -2049152.875000 Penalty: 3436.052734
	Iteration 20F: 3 clusters Score -2049153 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -2049168.375000 Penalty: 3436.052734
	Iteration 21Q: 3 clusters Score -2049168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -2049173.125000 Penalty: 3436.052734
	Iteration 22Q: 3 clusters Score -2049173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -2049178.125000 Penalty: 3436.052734
	Iteration 23Q: 3 clusters Score -2049178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -2049185.625000 Penalty: 3436.052734
	Iteration 24Q: 3 clusters Score -2049186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -2049191.125000 Penalty: 3436.052734
	Iteration 25Q: 3 clusters Score -2049191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -2049193.500000 Penalty: 3436.052734
	Iteration 26Q: 3 clusters Score -2049194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -2049195.500000 Penalty: 3436.052734
	Iteration 27Q: 3 clusters Score -2049196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -2049197.500000 Penalty: 3436.052734
	Iteration 28Q: 3 clusters Score -2049198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -2049200.000000 Penalty: 3436.052734
	Iteration 29Q: 3 clusters Score -2049200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -2049204.000000 Penalty: 3436.052734
	Iteration 30Q: 3 clusters Score -2049204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -2049204.250000 Penalty: 3436.052734
	Iteration 31Q: 3 clusters Score -2049204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -2049204.250000 Penalty: 3436.052734
	Iteration 32F: 3 clusters Score -2049204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Entering Unmasked Estep 
Score: -134113.703125 Penalty: 1282.462769
	Iteration 0F: 2 clusters Score -134113.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -131615.968750 Penalty: 2564.925537
	Iteration 0F: 3 clusters Score -131616 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -132153.421875 Penalty: 2564.925537
	Iteration 1F: 3 clusters Score -132153.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -132254.359375 Penalty: 2564.925537
	Iteration 2F: 3 clusters Score -132254.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -132310.484375 Penalty: 2564.925537
	Iteration 3Q: 3 clusters Score -132310.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -132352.781250 Penalty: 2564.925537
	Iteration 4Q: 3 clusters Score -132352.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -132383.015625 Penalty: 2564.925537
	Iteration 5Q: 3 clusters Score -132383 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -132417.750000 Penalty: 2564.925537
	Iteration 6Q: 3 clusters Score -132417.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -132440.875000 Penalty: 2564.925537
	Iteration 7Q: 3 clusters Score -132440.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -132464.500000 Penalty: 2564.925537
	Iteration 8Q: 3 clusters Score -132464.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -132483.203125 Penalty: 2564.925537
	Iteration 9Q: 3 clusters Score -132483.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -132503.390625 Penalty: 2564.925537
	Iteration 10Q: 3 clusters Score -132503.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -132526.453125 Penalty: 2564.925537
	Iteration 11Q: 3 clusters Score -132526.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -132540.562500 Penalty: 2564.925537
	Iteration 12Q: 3 clusters Score -132540.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -132555.265625 Penalty: 2564.925537
	Iteration 13Q: 3 clusters Score -132555.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -132570.218750 Penalty: 2564.925537
	Iteration 14Q: 3 clusters Score -132570.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -132578.375000 Penalty: 2564.925537
	Iteration 15Q: 3 clusters Score -132578.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -132589.296875 Penalty: 2564.925537
	Iteration 16Q: 3 clusters Score -132589.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -132602.921875 Penalty: 2564.925537
	Iteration 17Q: 3 clusters Score -132602.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -132612.859375 Penalty: 2564.925537
	Iteration 18Q: 3 clusters Score -132612.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -132617.265625 Penalty: 2564.925537
	Iteration 19Q: 3 clusters Score -132617.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -132621.484375 Penalty: 2564.925537
	Iteration 20F: 3 clusters Score -132621.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -132627.265625 Penalty: 2564.925537
	Iteration 21Q: 3 clusters Score -132627.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -132633.703125 Penalty: 2564.925537
	Iteration 22Q: 3 clusters Score -132633.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -132639.671875 Penalty: 2564.925537
	Iteration 23Q: 3 clusters Score -132639.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -132651.078125 Penalty: 2564.925537
	Iteration 24Q: 3 clusters Score -132651.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -132657.421875 Penalty: 2564.925537
	Iteration 25Q: 3 clusters Score -132657.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -132662.890625 Penalty: 2564.925537
	Iteration 26Q: 3 clusters Score -132662.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -132671.093750 Penalty: 2564.925537
	Iteration 27Q: 3 clusters Score -132671.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -132682.937500 Penalty: 2564.925537
	Iteration 28Q: 3 clusters Score -132682.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -132692.281250 Penalty: 2564.925537
	Iteration 29Q: 3 clusters Score -132692.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -132703.609375 Penalty: 2564.925537
	Iteration 30Q: 3 clusters Score -132703.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -132710.078125 Penalty: 2564.925537
	Iteration 31Q: 3 clusters Score -132710.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -132714.062500 Penalty: 2564.925537
	Iteration 32Q: 3 clusters Score -132714.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -132718.937500 Penalty: 2564.925537
	Iteration 33Q: 3 clusters Score -132718.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -132722.640625 Penalty: 2564.925537
	Iteration 34Q: 3 clusters Score -132722.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -132727.546875 Penalty: 2564.925537
	Iteration 35Q: 3 clusters Score -132727.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -132731.031250 Penalty: 2564.925537
	Iteration 36Q: 3 clusters Score -132731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -132736.125000 Penalty: 2564.925537
	Iteration 37Q: 3 clusters Score -132736.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -132740.703125 Penalty: 2564.925537
	Iteration 38Q: 3 clusters Score -132740.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -132743.859375 Penalty: 2564.925537
	Iteration 39Q: 3 clusters Score -132743.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -132747.468750 Penalty: 2564.925537
	Iteration 40F: 3 clusters Score -132747.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -132750.359375 Penalty: 2564.925537
	Iteration 41Q: 3 clusters Score -132750.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -132752.750000 Penalty: 2564.925537
	Iteration 42Q: 3 clusters Score -132752.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -132757.234375 Penalty: 2564.925537
	Iteration 43Q: 3 clusters Score -132757.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -132759.875000 Penalty: 2564.925537
	Iteration 44Q: 3 clusters Score -132759.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -132762.281250 Penalty: 2564.925537
	Iteration 45Q: 3 clusters Score -132762.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -132764.281250 Penalty: 2564.925537
	Iteration 46Q: 3 clusters Score -132764.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -132767.796875 Penalty: 2564.925537
	Iteration 47Q: 3 clusters Score -132767.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -132769.718750 Penalty: 2564.925537
	Iteration 48Q: 3 clusters Score -132769.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -132772.703125 Penalty: 2564.925537
	Iteration 49Q: 3 clusters Score -132772.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -132774.453125 Penalty: 2564.925537
	Iteration 50Q: 3 clusters Score -132774.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -132777.234375 Penalty: 2564.925537
	Iteration 51Q: 3 clusters Score -132777.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -132781.000000 Penalty: 2564.925537
	Iteration 52Q: 3 clusters Score -132781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -132784.734375 Penalty: 2564.925537
	Iteration 53Q: 3 clusters Score -132784.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -132789.406250 Penalty: 2564.925537
	Iteration 54Q: 3 clusters Score -132789.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -132792.828125 Penalty: 2564.925537
	Iteration 55Q: 3 clusters Score -132792.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -132800.140625 Penalty: 2564.925537
	Iteration 56Q: 3 clusters Score -132800.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -132806.468750 Penalty: 2564.925537
	Iteration 57Q: 3 clusters Score -132806.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -132811.312500 Penalty: 2564.925537
	Iteration 58Q: 3 clusters Score -132811.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -132816.765625 Penalty: 2564.925537
	Iteration 59Q: 3 clusters Score -132816.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -132822.875000 Penalty: 2564.925537
	Iteration 60F: 3 clusters Score -132822.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -132826.937500 Penalty: 2564.925537
	Iteration 61Q: 3 clusters Score -132826.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -132831.218750 Penalty: 2564.925537
	Iteration 62Q: 3 clusters Score -132831.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -132832.562500 Penalty: 2564.925537
	Iteration 63Q: 3 clusters Score -132832.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -132833.171875 Penalty: 2564.925537
	Iteration 64Q: 3 clusters Score -132833.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -132836.843750 Penalty: 2564.925537
	Iteration 65Q: 3 clusters Score -132836.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -132838.890625 Penalty: 2564.925537
	Iteration 66Q: 3 clusters Score -132838.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -132841.109375 Penalty: 2564.925537
	Iteration 67Q: 3 clusters Score -132841.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -132843.531250 Penalty: 2564.925537
	Iteration 68Q: 3 clusters Score -132843.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -132846.359375 Penalty: 2564.925537
	Iteration 69Q: 3 clusters Score -132846.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -132849.156250 Penalty: 2564.925537
	Iteration 70Q: 3 clusters Score -132849.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -132852.406250 Penalty: 2564.925537
	Iteration 71Q: 3 clusters Score -132852.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -132857.015625 Penalty: 2564.925537
	Iteration 72Q: 3 clusters Score -132857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -132858.390625 Penalty: 2564.925537
	Iteration 73Q: 3 clusters Score -132858.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -132861.843750 Penalty: 2564.925537
	Iteration 74Q: 3 clusters Score -132861.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -132866.031250 Penalty: 2564.925537
	Iteration 75Q: 3 clusters Score -132866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -132867.859375 Penalty: 2564.925537
	Iteration 76Q: 3 clusters Score -132867.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -132868.875000 Penalty: 2564.925537
	Iteration 77Q: 3 clusters Score -132868.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -132868.921875 Penalty: 2564.925537
	Iteration 78Q: 3 clusters Score -132868.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -132870.359375 Penalty: 2564.925537
	Iteration 79Q: 3 clusters Score -132870.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -132871.109375 Penalty: 2564.925537
	Iteration 80F: 3 clusters Score -132871.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Entering Unmasked Estep 
Score: -335717.062500 Penalty: 1427.724731
	Iteration 0F: 2 clusters Score -335717.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -330743.750000 Penalty: 2855.449463
	Iteration 0F: 3 clusters Score -330743.8 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -332275.812500 Penalty: 2855.449463
	Iteration 1F: 3 clusters Score -332275.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -332485.500000 Penalty: 2855.449463
	Iteration 2F: 3 clusters Score -332485.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -332667.250000 Penalty: 2855.449463
	Iteration 3F: 3 clusters Score -332667.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -332816.875000 Penalty: 2855.449463
	Iteration 4Q: 3 clusters Score -332816.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -332957.187500 Penalty: 2855.449463
	Iteration 5Q: 3 clusters Score -332957.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -333095.843750 Penalty: 2855.449463
	Iteration 6Q: 3 clusters Score -333095.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -333250.031250 Penalty: 2855.449463
	Iteration 7Q: 3 clusters Score -333250 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -333404.625000 Penalty: 2855.449463
	Iteration 8Q: 3 clusters Score -333404.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -333581.250000 Penalty: 2855.449463
	Iteration 9Q: 3 clusters Score -333581.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -333754.093750 Penalty: 2855.449463
	Iteration 10Q: 3 clusters Score -333754.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -333947.468750 Penalty: 2855.449463
	Iteration 11Q: 3 clusters Score -333947.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -334100.437500 Penalty: 2855.449463
	Iteration 12Q: 3 clusters Score -334100.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -334224.812500 Penalty: 2855.449463
	Iteration 13Q: 3 clusters Score -334224.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -334309.343750 Penalty: 2855.449463
	Iteration 14Q: 3 clusters Score -334309.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -334366.437500 Penalty: 2855.449463
	Iteration 15Q: 3 clusters Score -334366.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -334398.937500 Penalty: 2855.449463
	Iteration 16Q: 3 clusters Score -334398.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -334420.625000 Penalty: 2855.449463
	Iteration 17Q: 3 clusters Score -334420.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -334437.312500 Penalty: 2855.449463
	Iteration 18Q: 3 clusters Score -334437.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -334444.250000 Penalty: 2855.449463
	Iteration 19Q: 3 clusters Score -334444.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -334455.406250 Penalty: 2855.449463
	Iteration 20F: 3 clusters Score -334455.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -334466.281250 Penalty: 2855.449463
	Iteration 21Q: 3 clusters Score -334466.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -334471.906250 Penalty: 2855.449463
	Iteration 22Q: 3 clusters Score -334471.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -334476.218750 Penalty: 2855.449463
	Iteration 23Q: 3 clusters Score -334476.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -334479.281250 Penalty: 2855.449463
	Iteration 24Q: 3 clusters Score -334479.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -334482.125000 Penalty: 2855.449463
	Iteration 25Q: 3 clusters Score -334482.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -334484.593750 Penalty: 2855.449463
	Iteration 26Q: 3 clusters Score -334484.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -334485.250000 Penalty: 2855.449463
	Iteration 27Q: 3 clusters Score -334485.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -334485.250000 Penalty: 2855.449463
	Iteration 28F: 3 clusters Score -334485.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Entering Unmasked Estep 
Score: -1139386.000000 Penalty: 1619.855103
	Iteration 0F: 2 clusters Score -1139386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1124837.750000 Penalty: 3239.710205
	Iteration 0F: 3 clusters Score -1124838 nChanged 9742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1130055.625000 Penalty: 3239.710205
	Iteration 1F: 3 clusters Score -1130056 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1130385.875000 Penalty: 3239.710205
	Iteration 2Q: 3 clusters Score -1130386 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1130702.250000 Penalty: 3239.710205
	Iteration 3Q: 3 clusters Score -1130702 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1131000.125000 Penalty: 3239.710205
	Iteration 4Q: 3 clusters Score -1131000 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1131335.125000 Penalty: 3239.710205
	Iteration 5Q: 3 clusters Score -1131335 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1131678.750000 Penalty: 3239.710205
	Iteration 6Q: 3 clusters Score -1131679 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1132026.000000 Penalty: 3239.710205
	Iteration 7Q: 3 clusters Score -1132026 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1132444.500000 Penalty: 3239.710205
	Iteration 8Q: 3 clusters Score -1132444 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1132956.250000 Penalty: 3239.710205
	Iteration 9Q: 3 clusters Score -1132956 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1133531.250000 Penalty: 3239.710205
	Iteration 10Q: 3 clusters Score -1133531 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1134151.000000 Penalty: 3239.710205
	Iteration 11Q: 3 clusters Score -1134151 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1134779.250000 Penalty: 3239.710205
	Iteration 12Q: 3 clusters Score -1134779 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1135276.875000 Penalty: 3239.710205
	Iteration 13Q: 3 clusters Score -1135277 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1135607.125000 Penalty: 3239.710205
	Iteration 14Q: 3 clusters Score -1135607 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1135797.250000 Penalty: 3239.710205
	Iteration 15Q: 3 clusters Score -1135797 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1135932.625000 Penalty: 3239.710205
	Iteration 16Q: 3 clusters Score -1135933 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1136030.875000 Penalty: 3239.710205
	Iteration 17Q: 3 clusters Score -1136031 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1136111.125000 Penalty: 3239.710205
	Iteration 18Q: 3 clusters Score -1136111 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1136184.250000 Penalty: 3239.710205
	Iteration 19Q: 3 clusters Score -1136184 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1136234.875000 Penalty: 3239.710205
	Iteration 20F: 3 clusters Score -1136235 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1136286.375000 Penalty: 3239.710205
	Iteration 21Q: 3 clusters Score -1136286 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1136327.500000 Penalty: 3239.710205
	Iteration 22Q: 3 clusters Score -1136328 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1136365.000000 Penalty: 3239.710205
	Iteration 23Q: 3 clusters Score -1136365 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1136400.875000 Penalty: 3239.710205
	Iteration 24Q: 3 clusters Score -1136401 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1136430.625000 Penalty: 3239.710205
	Iteration 25Q: 3 clusters Score -1136431 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1136473.250000 Penalty: 3239.710205
	Iteration 26Q: 3 clusters Score -1136473 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1136513.625000 Penalty: 3239.710205
	Iteration 27Q: 3 clusters Score -1136514 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1136555.500000 Penalty: 3239.710205
	Iteration 28Q: 3 clusters Score -1136556 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1136592.875000 Penalty: 3239.710205
	Iteration 29Q: 3 clusters Score -1136593 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1136630.375000 Penalty: 3239.710205
	Iteration 30Q: 3 clusters Score -1136630 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1136674.750000 Penalty: 3239.710205
	Iteration 31Q: 3 clusters Score -1136675 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1136736.000000 Penalty: 3239.710205
	Iteration 32Q: 3 clusters Score -1136736 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1136802.875000 Penalty: 3239.710205
	Iteration 33Q: 3 clusters Score -1136803 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1136851.250000 Penalty: 3239.710205
	Iteration 34Q: 3 clusters Score -1136851 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1136893.125000 Penalty: 3239.710205
	Iteration 35Q: 3 clusters Score -1136893 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1136927.375000 Penalty: 3239.710205
	Iteration 36Q: 3 clusters Score -1136927 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1136968.500000 Penalty: 3239.710205
	Iteration 37Q: 3 clusters Score -1136968 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1137003.750000 Penalty: 3239.710205
	Iteration 38Q: 3 clusters Score -1137004 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1137033.250000 Penalty: 3239.710205
	Iteration 39Q: 3 clusters Score -1137033 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1137067.625000 Penalty: 3239.710205
	Iteration 40F: 3 clusters Score -1137068 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1137090.875000 Penalty: 3239.710205
	Iteration 41Q: 3 clusters Score -1137091 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1137122.375000 Penalty: 3239.710205
	Iteration 42Q: 3 clusters Score -1137122 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1137153.625000 Penalty: 3239.710205
	Iteration 43Q: 3 clusters Score -1137154 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1137192.750000 Penalty: 3239.710205
	Iteration 44Q: 3 clusters Score -1137193 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1137238.375000 Penalty: 3239.710205
	Iteration 45Q: 3 clusters Score -1137238 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1137269.375000 Penalty: 3239.710205
	Iteration 46Q: 3 clusters Score -1137269 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1137305.375000 Penalty: 3239.710205
	Iteration 47Q: 3 clusters Score -1137305 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1137327.125000 Penalty: 3239.710205
	Iteration 48Q: 3 clusters Score -1137327 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1137363.875000 Penalty: 3239.710205
	Iteration 49Q: 3 clusters Score -1137364 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1137397.250000 Penalty: 3239.710205
	Iteration 50Q: 3 clusters Score -1137397 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1137426.500000 Penalty: 3239.710205
	Iteration 51Q: 3 clusters Score -1137426 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1137455.875000 Penalty: 3239.710205
	Iteration 52Q: 3 clusters Score -1137456 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1137480.500000 Penalty: 3239.710205
	Iteration 53Q: 3 clusters Score -1137480 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1137503.875000 Penalty: 3239.710205
	Iteration 54Q: 3 clusters Score -1137504 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1137528.250000 Penalty: 3239.710205
	Iteration 55Q: 3 clusters Score -1137528 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1137556.375000 Penalty: 3239.710205
	Iteration 56Q: 3 clusters Score -1137556 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1137590.500000 Penalty: 3239.710205
	Iteration 57Q: 3 clusters Score -1137590 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1137626.750000 Penalty: 3239.710205
	Iteration 58Q: 3 clusters Score -1137627 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1137660.500000 Penalty: 3239.710205
	Iteration 59Q: 3 clusters Score -1137660 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1137694.250000 Penalty: 3239.710205
	Iteration 60F: 3 clusters Score -1137694 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1137723.500000 Penalty: 3239.710205
	Iteration 61Q: 3 clusters Score -1137724 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1137737.625000 Penalty: 3239.710205
	Iteration 62Q: 3 clusters Score -1137738 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1137750.500000 Penalty: 3239.710205
	Iteration 63Q: 3 clusters Score -1137750 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1137770.750000 Penalty: 3239.710205
	Iteration 64Q: 3 clusters Score -1137771 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1137773.375000 Penalty: 3239.710205
	Iteration 65Q: 3 clusters Score -1137773 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1137781.500000 Penalty: 3239.710205
	Iteration 66Q: 3 clusters Score -1137782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1137786.625000 Penalty: 3239.710205
	Iteration 67Q: 3 clusters Score -1137787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1137788.125000 Penalty: 3239.710205
	Iteration 68Q: 3 clusters Score -1137788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1137789.750000 Penalty: 3239.710205
	Iteration 69Q: 3 clusters Score -1137790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1137794.625000 Penalty: 3239.710205
	Iteration 70Q: 3 clusters Score -1137795 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1137804.750000 Penalty: 3239.710205
	Iteration 71Q: 3 clusters Score -1137805 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1137807.875000 Penalty: 3239.710205
	Iteration 72Q: 3 clusters Score -1137808 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1137821.375000 Penalty: 3239.710205
	Iteration 73Q: 3 clusters Score -1137821 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1137832.125000 Penalty: 3239.710205
	Iteration 74Q: 3 clusters Score -1137832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1137840.250000 Penalty: 3239.710205
	Iteration 75Q: 3 clusters Score -1137840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1137847.375000 Penalty: 3239.710205
	Iteration 76Q: 3 clusters Score -1137847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1137851.875000 Penalty: 3239.710205
	Iteration 77Q: 3 clusters Score -1137852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1137861.000000 Penalty: 3239.710205
	Iteration 78Q: 3 clusters Score -1137861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1137864.500000 Penalty: 3239.710205
	Iteration 79Q: 3 clusters Score -1137864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1137875.000000 Penalty: 3239.710205
	Iteration 80F: 3 clusters Score -1137875 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1137881.375000 Penalty: 3239.710205
	Iteration 81Q: 3 clusters Score -1137881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1137888.000000 Penalty: 3239.710205
	Iteration 82Q: 3 clusters Score -1137888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1137896.000000 Penalty: 3239.710205
	Iteration 83Q: 3 clusters Score -1137896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1137900.625000 Penalty: 3239.710205
	Iteration 84Q: 3 clusters Score -1137901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1137906.500000 Penalty: 3239.710205
	Iteration 85Q: 3 clusters Score -1137906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1137911.500000 Penalty: 3239.710205
	Iteration 86Q: 3 clusters Score -1137912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1137915.875000 Penalty: 3239.710205
	Iteration 87Q: 3 clusters Score -1137916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1137916.500000 Penalty: 3239.710205
	Iteration 88Q: 3 clusters Score -1137916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1137922.125000 Penalty: 3239.710205
	Iteration 89Q: 3 clusters Score -1137922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1137929.500000 Penalty: 3239.710205
	Iteration 90Q: 3 clusters Score -1137930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1137930.875000 Penalty: 3239.710205
	Iteration 91Q: 3 clusters Score -1137931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1137931.625000 Penalty: 3239.710205
	Iteration 92Q: 3 clusters Score -1137932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1137935.750000 Penalty: 3239.710205
	Iteration 93Q: 3 clusters Score -1137936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1137936.500000 Penalty: 3239.710205
	Iteration 94Q: 3 clusters Score -1137936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1137940.000000 Penalty: 3239.710205
	Iteration 95Q: 3 clusters Score -1137940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1137942.125000 Penalty: 3239.710205
	Iteration 96Q: 3 clusters Score -1137942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1137947.875000 Penalty: 3239.710205
	Iteration 97Q: 3 clusters Score -1137948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1137951.750000 Penalty: 3239.710205
	Iteration 98Q: 3 clusters Score -1137952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1137955.375000 Penalty: 3239.710205
	Iteration 99Q: 3 clusters Score -1137955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1137956.625000 Penalty: 3239.710205
	Iteration 100F: 3 clusters Score -1137957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1137960.500000 Penalty: 3239.710205
	Iteration 101Q: 3 clusters Score -1137960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1137970.875000 Penalty: 3239.710205
	Iteration 102Q: 3 clusters Score -1137971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1137977.500000 Penalty: 3239.710205
	Iteration 103Q: 3 clusters Score -1137978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1137984.250000 Penalty: 3239.710205
	Iteration 104Q: 3 clusters Score -1137984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1137988.000000 Penalty: 3239.710205
	Iteration 105Q: 3 clusters Score -1137988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1137991.750000 Penalty: 3239.710205
	Iteration 106Q: 3 clusters Score -1137992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1137997.250000 Penalty: 3239.710205
	Iteration 107Q: 3 clusters Score -1137997 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1138001.500000 Penalty: 3239.710205
	Iteration 108Q: 3 clusters Score -1138002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1138005.125000 Penalty: 3239.710205
	Iteration 109Q: 3 clusters Score -1138005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1138010.625000 Penalty: 3239.710205
	Iteration 110Q: 3 clusters Score -1138011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1138013.875000 Penalty: 3239.710205
	Iteration 111Q: 3 clusters Score -1138014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1138016.000000 Penalty: 3239.710205
	Iteration 112Q: 3 clusters Score -1138016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1138016.625000 Penalty: 3239.710205
	Iteration 113Q: 3 clusters Score -1138017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1138015.875000 Penalty: 3239.710205
	Iteration 114Q: 3 clusters Score -1138016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1138016.625000 Penalty: 3239.710205
	Iteration 115Q: 3 clusters Score -1138017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1138017.250000 Penalty: 3239.710205
	Iteration 116Q: 3 clusters Score -1138017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1138017.750000 Penalty: 3239.710205
	Iteration 117Q: 3 clusters Score -1138018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1138020.125000 Penalty: 3239.710205
	Iteration 118Q: 3 clusters Score -1138020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1138017.875000 Penalty: 3239.710205
	Iteration 119Q: 3 clusters Score -1138018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1138018.875000 Penalty: 3239.710205
	Iteration 120F: 3 clusters Score -1138019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1138016.875000 Penalty: 3239.710205
	Iteration 121Q: 3 clusters Score -1138017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1138018.500000 Penalty: 3239.710205
	Iteration 122Q: 3 clusters Score -1138018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1138020.375000 Penalty: 3239.710205
	Iteration 123Q: 3 clusters Score -1138020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1138020.375000 Penalty: 3239.710205
	Iteration 124F: 3 clusters Score -1138020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11440 members 
Mstep: Class 3 contains 20231 members 
Mstep: Class 4 contains 156761 members 
Mstep: Class 5 contains 124633 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 47337 members 
Mstep: Class 8 contains 15977 members 
Mstep: Class 10 contains 5384 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39045 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6542 members 
Mstep: Class 20 contains 21340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140596.000000 Penalty: 31796.724609
Iteration 359Q: 16 clusters Score -2.31406e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11440 members 
Mstep: Class 3 contains 20230 members 
Mstep: Class 4 contains 156756 members 
Mstep: Class 5 contains 124650 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 47331 members 
Mstep: Class 8 contains 15977 members 
Mstep: Class 10 contains 5383 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 39044 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6541 members 
Mstep: Class 20 contains 21338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140620.000000 Penalty: 31796.724609
Iteration 360F: 16 clusters Score -2.314062e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11440 members 
Mstep: Class 3 contains 20230 members 
Mstep: Class 4 contains 156756 members 
Mstep: Class 5 contains 124664 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 47320 members 
Mstep: Class 8 contains 15979 members 
Mstep: Class 10 contains 5383 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 15 contains 39043 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6541 members 
Mstep: Class 20 contains 21335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140612.000000 Penalty: 31796.724609
Iteration 361Q: 16 clusters Score -2.314061e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11440 members 
Mstep: Class 3 contains 20229 members 
Mstep: Class 4 contains 156758 members 
Mstep: Class 5 contains 124675 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 47311 members 
Mstep: Class 8 contains 15977 members 
Mstep: Class 10 contains 5383 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 15 contains 39043 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6541 members 
Mstep: Class 20 contains 21334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140622.000000 Penalty: 31796.724609
Iteration 362Q: 16 clusters Score -2.314062e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11440 members 
Mstep: Class 3 contains 20226 members 
Mstep: Class 4 contains 156763 members 
Mstep: Class 5 contains 124682 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 47304 members 
Mstep: Class 8 contains 15975 members 
Mstep: Class 10 contains 5383 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 15 contains 39044 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6541 members 
Mstep: Class 20 contains 21333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140620.000000 Penalty: 31796.724609
Iteration 363Q: 16 clusters Score -2.314062e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11442 members 
Mstep: Class 3 contains 20226 members 
Mstep: Class 4 contains 156767 members 
Mstep: Class 5 contains 124686 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 47297 members 
Mstep: Class 8 contains 15972 members 
Mstep: Class 10 contains 5383 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 15 contains 39044 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6541 members 
Mstep: Class 20 contains 21333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140620.000000 Penalty: 31796.724609
Iteration 364Q: 16 clusters Score -2.314062e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11444 members 
Mstep: Class 3 contains 20226 members 
Mstep: Class 4 contains 156768 members 
Mstep: Class 5 contains 124689 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 47293 members 
Mstep: Class 8 contains 15970 members 
Mstep: Class 10 contains 5383 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 15 contains 39044 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6541 members 
Mstep: Class 20 contains 21333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140608.000000 Penalty: 31796.724609
Iteration 365Q: 16 clusters Score -2.314061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11444 members 
Mstep: Class 3 contains 20226 members 
Mstep: Class 4 contains 156770 members 
Mstep: Class 5 contains 124691 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 47290 members 
Mstep: Class 8 contains 15970 members 
Mstep: Class 10 contains 5383 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 15 contains 39043 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6541 members 
Mstep: Class 20 contains 21333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140608.000000 Penalty: 31796.724609
Iteration 366Q: 16 clusters Score -2.314061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11444 members 
Mstep: Class 3 contains 20226 members 
Mstep: Class 4 contains 156771 members 
Mstep: Class 5 contains 124694 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 47287 members 
Mstep: Class 8 contains 15970 members 
Mstep: Class 10 contains 5383 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 15 contains 39042 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6541 members 
Mstep: Class 20 contains 21333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140608.000000 Penalty: 31796.724609
Iteration 367Q: 16 clusters Score -2.314061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11444 members 
Mstep: Class 3 contains 20226 members 
Mstep: Class 4 contains 156772 members 
Mstep: Class 5 contains 124695 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 47285 members 
Mstep: Class 8 contains 15970 members 
Mstep: Class 10 contains 5383 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 15 contains 39042 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6541 members 
Mstep: Class 20 contains 21333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140600.000000 Penalty: 31796.724609
Iteration 368Q: 16 clusters Score -2.31406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11445 members 
Mstep: Class 3 contains 20226 members 
Mstep: Class 4 contains 156773 members 
Mstep: Class 5 contains 124694 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 47284 members 
Mstep: Class 8 contains 15970 members 
Mstep: Class 10 contains 5383 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 15 contains 39042 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6541 members 
Mstep: Class 20 contains 21333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140600.000000 Penalty: 31796.724609
Iteration 369Q: 16 clusters Score -2.31406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11446 members 
Mstep: Class 3 contains 20226 members 
Mstep: Class 4 contains 156775 members 
Mstep: Class 5 contains 124694 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 47281 members 
Mstep: Class 8 contains 15970 members 
Mstep: Class 10 contains 5383 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 15 contains 39042 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6541 members 
Mstep: Class 20 contains 21333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140616.000000 Penalty: 31796.724609
Iteration 370Q: 16 clusters Score -2.314062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11446 members 
Mstep: Class 3 contains 20226 members 
Mstep: Class 4 contains 156775 members 
Mstep: Class 5 contains 124694 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 47281 members 
Mstep: Class 8 contains 15970 members 
Mstep: Class 10 contains 5383 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 15 contains 39042 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6541 members 
Mstep: Class 20 contains 21333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140616.000000 Penalty: 31796.724609
Iteration 371F: 16 clusters Score -2.314062e+07 nChanged 0
Entering ConstructFrom: 
Score: -23140616.000000 Penalty: 31796.724609
Entering ConstructFrom: 
Trying to split cluster 1 (1556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Entering Unmasked Estep 
Score: -76855.304688 Penalty: 1194.354492
	Iteration 0F: 2 clusters Score -76855.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -75009.453125 Penalty: 2388.708984
	Iteration 0F: 3 clusters Score -75009.45 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -75383.812500 Penalty: 2388.708984
	Iteration 1F: 3 clusters Score -75383.81 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -75480.242188 Penalty: 2388.708984
	Iteration 2F: 3 clusters Score -75480.24 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -75542.265625 Penalty: 2388.708984
	Iteration 3Q: 3 clusters Score -75542.27 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -75583.390625 Penalty: 2388.708984
	Iteration 4Q: 3 clusters Score -75583.39 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -75609.664062 Penalty: 2388.708984
	Iteration 5Q: 3 clusters Score -75609.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -75620.234375 Penalty: 2388.708984
	Iteration 6Q: 3 clusters Score -75620.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -75630.382812 Penalty: 2388.708984
	Iteration 7Q: 3 clusters Score -75630.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -75644.062500 Penalty: 2388.708984
	Iteration 8Q: 3 clusters Score -75644.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -75650.726562 Penalty: 2388.708984
	Iteration 9Q: 3 clusters Score -75650.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -75658.093750 Penalty: 2388.708984
	Iteration 10Q: 3 clusters Score -75658.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -75665.335938 Penalty: 2388.708984
	Iteration 11Q: 3 clusters Score -75665.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -75672.992188 Penalty: 2388.708984
	Iteration 12Q: 3 clusters Score -75672.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -75681.664062 Penalty: 2388.708984
	Iteration 13Q: 3 clusters Score -75681.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -75689.148438 Penalty: 2388.708984
	Iteration 14Q: 3 clusters Score -75689.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -75697.429688 Penalty: 2388.708984
	Iteration 15Q: 3 clusters Score -75697.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -75700.085938 Penalty: 2388.708984
	Iteration 16Q: 3 clusters Score -75700.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -75701.843750 Penalty: 2388.708984
	Iteration 17Q: 3 clusters Score -75701.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -75702.578125 Penalty: 2388.708984
	Iteration 18Q: 3 clusters Score -75702.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -75703.031250 Penalty: 2388.708984
	Iteration 19Q: 3 clusters Score -75703.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -75703.296875 Penalty: 2388.708984
	Iteration 20F: 3 clusters Score -75703.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Entering Unmasked Estep 
Score: -561903.437500 Penalty: 1518.626831
	Iteration 0F: 2 clusters Score -561903.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -553798.062500 Penalty: 3037.253662
	Iteration 0F: 3 clusters Score -553798.1 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -557043.562500 Penalty: 3037.253662
	Iteration 1F: 3 clusters Score -557043.6 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -558019.375000 Penalty: 3037.253662
	Iteration 2F: 3 clusters Score -558019.4 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -559108.312500 Penalty: 3037.253662
	Iteration 3F: 3 clusters Score -559108.3 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -560068.687500 Penalty: 3037.253662
	Iteration 4F: 3 clusters Score -560068.7 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -560838.625000 Penalty: 3037.253662
	Iteration 5F: 3 clusters Score -560838.6 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -561313.812500 Penalty: 3037.253662
	Iteration 6F: 3 clusters Score -561313.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -561538.375000 Penalty: 3037.253662
	Iteration 7Q: 3 clusters Score -561538.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -561628.875000 Penalty: 3037.253662
	Iteration 8Q: 3 clusters Score -561628.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -561677.437500 Penalty: 3037.253662
	Iteration 9Q: 3 clusters Score -561677.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -561707.625000 Penalty: 3037.253662
	Iteration 10Q: 3 clusters Score -561707.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -561732.875000 Penalty: 3037.253662
	Iteration 11Q: 3 clusters Score -561732.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -561755.812500 Penalty: 3037.253662
	Iteration 12Q: 3 clusters Score -561755.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -561777.500000 Penalty: 3037.253662
	Iteration 13Q: 3 clusters Score -561777.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -561798.437500 Penalty: 3037.253662
	Iteration 14Q: 3 clusters Score -561798.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -561811.187500 Penalty: 3037.253662
	Iteration 15Q: 3 clusters Score -561811.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -561824.250000 Penalty: 3037.253662
	Iteration 16Q: 3 clusters Score -561824.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -561832.437500 Penalty: 3037.253662
	Iteration 17Q: 3 clusters Score -561832.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -561840.312500 Penalty: 3037.253662
	Iteration 18Q: 3 clusters Score -561840.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -561846.187500 Penalty: 3037.253662
	Iteration 19Q: 3 clusters Score -561846.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -561854.312500 Penalty: 3037.253662
	Iteration 20F: 3 clusters Score -561854.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -561862.000000 Penalty: 3037.253662
	Iteration 21Q: 3 clusters Score -561862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -561869.562500 Penalty: 3037.253662
	Iteration 22Q: 3 clusters Score -561869.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -561876.062500 Penalty: 3037.253662
	Iteration 23Q: 3 clusters Score -561876.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -561881.562500 Penalty: 3037.253662
	Iteration 24Q: 3 clusters Score -561881.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -561892.500000 Penalty: 3037.253662
	Iteration 25Q: 3 clusters Score -561892.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -561900.500000 Penalty: 3037.253662
	Iteration 26Q: 3 clusters Score -561900.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -561906.375000 Penalty: 3037.253662
	Iteration 27Q: 3 clusters Score -561906.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -561911.312500 Penalty: 3037.253662
	Iteration 28Q: 3 clusters Score -561911.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -561912.125000 Penalty: 3037.253662
	Iteration 29Q: 3 clusters Score -561912.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -561915.937500 Penalty: 3037.253662
	Iteration 30Q: 3 clusters Score -561915.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -561918.437500 Penalty: 3037.253662
	Iteration 31Q: 3 clusters Score -561918.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -561919.812500 Penalty: 3037.253662
	Iteration 32Q: 3 clusters Score -561919.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -561919.250000 Penalty: 3037.253662
	Iteration 33Q: 3 clusters Score -561919.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -561920.187500 Penalty: 3037.253662
	Iteration 34Q: 3 clusters Score -561920.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -561920.250000 Penalty: 3037.253662
	Iteration 35Q: 3 clusters Score -561920.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -561919.937500 Penalty: 3037.253662
	Iteration 36Q: 3 clusters Score -561919.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -561920.250000 Penalty: 3037.253662
	Iteration 37Q: 3 clusters Score -561920.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -561922.437500 Penalty: 3037.253662
	Iteration 38Q: 3 clusters Score -561922.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -561923.312500 Penalty: 3037.253662
	Iteration 39Q: 3 clusters Score -561923.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -561923.687500 Penalty: 3037.253662
	Iteration 40F: 3 clusters Score -561923.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -561928.437500 Penalty: 3037.253662
	Iteration 41Q: 3 clusters Score -561928.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -561929.187500 Penalty: 3037.253662
	Iteration 42Q: 3 clusters Score -561929.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -561930.562500 Penalty: 3037.253662
	Iteration 43Q: 3 clusters Score -561930.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -561934.812500 Penalty: 3037.253662
	Iteration 44Q: 3 clusters Score -561934.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -561936.375000 Penalty: 3037.253662
	Iteration 45Q: 3 clusters Score -561936.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -561939.687500 Penalty: 3037.253662
	Iteration 46Q: 3 clusters Score -561939.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -561941.750000 Penalty: 3037.253662
	Iteration 47Q: 3 clusters Score -561941.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -561943.125000 Penalty: 3037.253662
	Iteration 48Q: 3 clusters Score -561943.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -561945.687500 Penalty: 3037.253662
	Iteration 49Q: 3 clusters Score -561945.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -561947.875000 Penalty: 3037.253662
	Iteration 50Q: 3 clusters Score -561947.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -561948.687500 Penalty: 3037.253662
	Iteration 51Q: 3 clusters Score -561948.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -561949.750000 Penalty: 3037.253662
	Iteration 52Q: 3 clusters Score -561949.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -561951.687500 Penalty: 3037.253662
	Iteration 53Q: 3 clusters Score -561951.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -561954.187500 Penalty: 3037.253662
	Iteration 54Q: 3 clusters Score -561954.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -561956.187500 Penalty: 3037.253662
	Iteration 55Q: 3 clusters Score -561956.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -561956.562500 Penalty: 3037.253662
	Iteration 56Q: 3 clusters Score -561956.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -561957.687500 Penalty: 3037.253662
	Iteration 57Q: 3 clusters Score -561957.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -561959.062500 Penalty: 3037.253662
	Iteration 58Q: 3 clusters Score -561959.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -561961.562500 Penalty: 3037.253662
	Iteration 59Q: 3 clusters Score -561961.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -561962.250000 Penalty: 3037.253662
	Iteration 60F: 3 clusters Score -561962.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -561962.875000 Penalty: 3037.253662
	Iteration 61Q: 3 clusters Score -561962.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -561963.375000 Penalty: 3037.253662
	Iteration 62Q: 3 clusters Score -561963.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -561964.312500 Penalty: 3037.253662
	Iteration 63Q: 3 clusters Score -561964.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -561966.437500 Penalty: 3037.253662
	Iteration 64Q: 3 clusters Score -561966.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -561967.625000 Penalty: 3037.253662
	Iteration 65Q: 3 clusters Score -561967.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -561966.875000 Penalty: 3037.253662
	Iteration 66Q: 3 clusters Score -561966.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -561966.875000 Penalty: 3037.253662
	Iteration 67F: 3 clusters Score -561966.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 9964 members 
Mstep: Class 3 contains 20226 members 
Mstep: Class 4 contains 156775 members 
Mstep: Class 5 contains 124694 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 47281 members 
Mstep: Class 8 contains 15970 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 5383 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 15 contains 39042 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 19 contains 6541 members 
Mstep: Class 20 contains 21333 members 
Entering Unmasked Estep 
Score: -23140038.000000 Penalty: 33916.507812
Splitting cluster 2 changes total score from -23140616.000000 to -23140038.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (20226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Entering Unmasked Estep 
Score: -1086985.125000 Penalty: 1611.142700
	Iteration 0F: 2 clusters Score -1086985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1073147.875000 Penalty: 3222.285400
	Iteration 0F: 3 clusters Score -1073148 nChanged 9114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1078036.625000 Penalty: 3222.285400
	Iteration 1F: 3 clusters Score -1078037 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1078448.250000 Penalty: 3222.285400
	Iteration 2F: 3 clusters Score -1078448 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1078885.625000 Penalty: 3222.285400
	Iteration 3F: 3 clusters Score -1078886 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1079426.250000 Penalty: 3222.285400
	Iteration 4F: 3 clusters Score -1079426 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1080165.500000 Penalty: 3222.285400
	Iteration 5F: 3 clusters Score -1080166 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -1081171.625000 Penalty: 3222.285400
	Iteration 6F: 3 clusters Score -1081172 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -1082410.875000 Penalty: 3222.285400
	Iteration 7F: 3 clusters Score -1082411 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -1083594.750000 Penalty: 3222.285400
	Iteration 8F: 3 clusters Score -1083595 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -1084410.625000 Penalty: 3222.285400
	Iteration 9Q: 3 clusters Score -1084411 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -1084943.250000 Penalty: 3222.285400
	Iteration 10Q: 3 clusters Score -1084943 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -1085184.875000 Penalty: 3222.285400
	Iteration 11Q: 3 clusters Score -1085185 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -1085324.000000 Penalty: 3222.285400
	Iteration 12Q: 3 clusters Score -1085324 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -1085401.250000 Penalty: 3222.285400
	Iteration 13Q: 3 clusters Score -1085401 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -1085454.625000 Penalty: 3222.285400
	Iteration 14Q: 3 clusters Score -1085455 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -1085491.000000 Penalty: 3222.285400
	Iteration 15Q: 3 clusters Score -1085491 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -1085514.375000 Penalty: 3222.285400
	Iteration 16Q: 3 clusters Score -1085514 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -1085537.500000 Penalty: 3222.285400
	Iteration 17Q: 3 clusters Score -1085538 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -1085562.750000 Penalty: 3222.285400
	Iteration 18Q: 3 clusters Score -1085563 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -1085573.750000 Penalty: 3222.285400
	Iteration 19Q: 3 clusters Score -1085574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -1085587.000000 Penalty: 3222.285400
	Iteration 20F: 3 clusters Score -1085587 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -1085594.875000 Penalty: 3222.285400
	Iteration 21Q: 3 clusters Score -1085595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -1085601.625000 Penalty: 3222.285400
	Iteration 22Q: 3 clusters Score -1085602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -1085604.500000 Penalty: 3222.285400
	Iteration 23Q: 3 clusters Score -1085604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -1085610.500000 Penalty: 3222.285400
	Iteration 24Q: 3 clusters Score -1085610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -1085612.750000 Penalty: 3222.285400
	Iteration 25Q: 3 clusters Score -1085613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -1085616.375000 Penalty: 3222.285400
	Iteration 26Q: 3 clusters Score -1085616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -1085619.500000 Penalty: 3222.285400
	Iteration 27Q: 3 clusters Score -1085620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -1085622.750000 Penalty: 3222.285400
	Iteration 28Q: 3 clusters Score -1085623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -1085623.375000 Penalty: 3222.285400
	Iteration 29Q: 3 clusters Score -1085623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -1085624.625000 Penalty: 3222.285400
	Iteration 30Q: 3 clusters Score -1085625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -1085627.750000 Penalty: 3222.285400
	Iteration 31Q: 3 clusters Score -1085628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -1085627.000000 Penalty: 3222.285400
	Iteration 32Q: 3 clusters Score -1085627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -1085627.000000 Penalty: 3222.285400
	Iteration 33Q: 3 clusters Score -1085627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -1085627.375000 Penalty: 3222.285400
	Iteration 34Q: 3 clusters Score -1085627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -1085626.750000 Penalty: 3222.285400
	Iteration 35Q: 3 clusters Score -1085627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -1085628.375000 Penalty: 3222.285400
	Iteration 36Q: 3 clusters Score -1085628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -1085628.375000 Penalty: 3222.285400
	Iteration 37F: 3 clusters Score -1085628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (156775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156775 members 
Entering Unmasked Estep 
Score: -8157709.000000 Penalty: 1943.917236
	Iteration 0F: 2 clusters Score -8157709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78548 members 
Mstep: Class 2 contains 78227 members 
Entering Unmasked Estep 
Score: -8052885.000000 Penalty: 3887.834473
	Iteration 0F: 3 clusters Score -8052885 nChanged 75542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81204 members 
Mstep: Class 2 contains 75571 members 
Entering Unmasked Estep 
Score: -8096478.000000 Penalty: 3887.834473
	Iteration 1F: 3 clusters Score -8096478 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83293 members 
Mstep: Class 2 contains 73482 members 
Entering Unmasked Estep 
Score: -8097198.500000 Penalty: 3887.834473
	Iteration 2Q: 3 clusters Score -8097198 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86662 members 
Mstep: Class 2 contains 70113 members 
Entering Unmasked Estep 
Score: -8098215.000000 Penalty: 3887.834473
	Iteration 3Q: 3 clusters Score -8098215 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91952 members 
Mstep: Class 2 contains 64823 members 
Entering Unmasked Estep 
Score: -8100099.500000 Penalty: 3887.834473
	Iteration 4Q: 3 clusters Score -8100100 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99987 members 
Mstep: Class 2 contains 56788 members 
Entering Unmasked Estep 
Score: -8103933.000000 Penalty: 3887.834473
	Iteration 5F: 3 clusters Score -8103933 nChanged 11661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111630 members 
Mstep: Class 2 contains 45145 members 
Entering Unmasked Estep 
Score: -8111787.000000 Penalty: 3887.834473
	Iteration 6F: 3 clusters Score -8111787 nChanged 15162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126788 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -8125110.000000 Penalty: 3887.834473
	Iteration 7F: 3 clusters Score -8125110 nChanged 15202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141986 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -8140937.000000 Penalty: 3887.834473
	Iteration 8F: 3 clusters Score -8140937 nChanged 9899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151885 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -8151313.500000 Penalty: 3887.834473
	Iteration 9F: 3 clusters Score -8151314 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155609 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -8154914.500000 Penalty: 3887.834473
	Iteration 10Q: 3 clusters Score -8154914 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156434 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8155716.500000 Penalty: 3887.834473
	Iteration 11Q: 3 clusters Score -8155716 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156600 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -8155904.500000 Penalty: 3887.834473
	Iteration 12Q: 3 clusters Score -8155904 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156646 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8155983.000000 Penalty: 3887.834473
	Iteration 13Q: 3 clusters Score -8155983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156652 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -8155996.000000 Penalty: 3887.834473
	Iteration 14Q: 3 clusters Score -8155996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156655 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8156011.500000 Penalty: 3887.834473
	Iteration 15Q: 3 clusters Score -8156012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156657 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8156009.500000 Penalty: 3887.834473
	Iteration 16Q: 3 clusters Score -8156010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156659 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8156013.000000 Penalty: 3887.834473
	Iteration 17Q: 3 clusters Score -8156013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156659 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8156020.000000 Penalty: 3887.834473
	Iteration 18Q: 3 clusters Score -8156020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156659 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8156018.500000 Penalty: 3887.834473
	Iteration 19Q: 3 clusters Score -8156018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156659 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8156016.500000 Penalty: 3887.834473
	Iteration 20F: 3 clusters Score -8156016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156659 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8156023.000000 Penalty: 3887.834473
	Iteration 21Q: 3 clusters Score -8156023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156659 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8156023.000000 Penalty: 3887.834473
	Iteration 22F: 3 clusters Score -8156023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (124694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124694 members 
Entering Unmasked Estep 
Score: -6379250.500000 Penalty: 1906.712891
	Iteration 0F: 2 clusters Score -6379250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62080 members 
Mstep: Class 2 contains 62614 members 
Entering Unmasked Estep 
Score: -6295832.500000 Penalty: 3813.425781
	Iteration 0F: 3 clusters Score -6295832 nChanged 59711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60013 members 
Mstep: Class 2 contains 64681 members 
Entering Unmasked Estep 
Score: -6331029.500000 Penalty: 3813.425781
	Iteration 1F: 3 clusters Score -6331030 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58706 members 
Mstep: Class 2 contains 65988 members 
Entering Unmasked Estep 
Score: -6332332.000000 Penalty: 3813.425781
	Iteration 2Q: 3 clusters Score -6332332 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56662 members 
Mstep: Class 2 contains 68032 members 
Entering Unmasked Estep 
Score: -6334213.000000 Penalty: 3813.425781
	Iteration 3Q: 3 clusters Score -6334213 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53675 members 
Mstep: Class 2 contains 71019 members 
Entering Unmasked Estep 
Score: -6336808.000000 Penalty: 3813.425781
	Iteration 4Q: 3 clusters Score -6336808 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49495 members 
Mstep: Class 2 contains 75199 members 
Entering Unmasked Estep 
Score: -6340593.500000 Penalty: 3813.425781
	Iteration 5F: 3 clusters Score -6340594 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44140 members 
Mstep: Class 2 contains 80554 members 
Entering Unmasked Estep 
Score: -6345404.500000 Penalty: 3813.425781
	Iteration 6F: 3 clusters Score -6345404 nChanged 8054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 86640 members 
Entering Unmasked Estep 
Score: -6351225.000000 Penalty: 3813.425781
	Iteration 7F: 3 clusters Score -6351225 nChanged 7792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 92604 members 
Entering Unmasked Estep 
Score: -6356880.000000 Penalty: 3813.425781
	Iteration 8F: 3 clusters Score -6356880 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 97737 members 
Entering Unmasked Estep 
Score: -6361243.000000 Penalty: 3813.425781
	Iteration 9F: 3 clusters Score -6361243 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 101896 members 
Entering Unmasked Estep 
Score: -6364529.000000 Penalty: 3813.425781
	Iteration 10Q: 3 clusters Score -6364529 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 105291 members 
Entering Unmasked Estep 
Score: -6366861.500000 Penalty: 3813.425781
	Iteration 11Q: 3 clusters Score -6366862 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 108220 members 
Entering Unmasked Estep 
Score: -6368750.000000 Penalty: 3813.425781
	Iteration 12Q: 3 clusters Score -6368750 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 110819 members 
Entering Unmasked Estep 
Score: -6370425.500000 Penalty: 3813.425781
	Iteration 13Q: 3 clusters Score -6370426 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 113036 members 
Entering Unmasked Estep 
Score: -6371689.500000 Penalty: 3813.425781
	Iteration 14Q: 3 clusters Score -6371690 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 114976 members 
Entering Unmasked Estep 
Score: -6372820.500000 Penalty: 3813.425781
	Iteration 15Q: 3 clusters Score -6372820 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 116649 members 
Entering Unmasked Estep 
Score: -6373861.000000 Penalty: 3813.425781
	Iteration 16Q: 3 clusters Score -6373861 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 118050 members 
Entering Unmasked Estep 
Score: -6374694.000000 Penalty: 3813.425781
	Iteration 17Q: 3 clusters Score -6374694 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 119133 members 
Entering Unmasked Estep 
Score: -6375382.000000 Penalty: 3813.425781
	Iteration 18Q: 3 clusters Score -6375382 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 120000 members 
Entering Unmasked Estep 
Score: -6375951.000000 Penalty: 3813.425781
	Iteration 19Q: 3 clusters Score -6375951 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 120688 members 
Entering Unmasked Estep 
Score: -6376406.500000 Penalty: 3813.425781
	Iteration 20F: 3 clusters Score -6376406 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 121203 members 
Entering Unmasked Estep 
Score: -6376697.000000 Penalty: 3813.425781
	Iteration 21Q: 3 clusters Score -6376697 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 121590 members 
Entering Unmasked Estep 
Score: -6376927.500000 Penalty: 3813.425781
	Iteration 22Q: 3 clusters Score -6376928 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 121890 members 
Entering Unmasked Estep 
Score: -6377077.500000 Penalty: 3813.425781
	Iteration 23Q: 3 clusters Score -6377078 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 122099 members 
Entering Unmasked Estep 
Score: -6377217.000000 Penalty: 3813.425781
	Iteration 24Q: 3 clusters Score -6377217 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 122278 members 
Entering Unmasked Estep 
Score: -6377333.000000 Penalty: 3813.425781
	Iteration 25Q: 3 clusters Score -6377333 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 122428 members 
Entering Unmasked Estep 
Score: -6377384.500000 Penalty: 3813.425781
	Iteration 26Q: 3 clusters Score -6377384 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 122555 members 
Entering Unmasked Estep 
Score: -6377432.500000 Penalty: 3813.425781
	Iteration 27Q: 3 clusters Score -6377432 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 122670 members 
Entering Unmasked Estep 
Score: -6377475.500000 Penalty: 3813.425781
	Iteration 28Q: 3 clusters Score -6377476 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 122755 members 
Entering Unmasked Estep 
Score: -6377497.500000 Penalty: 3813.425781
	Iteration 29Q: 3 clusters Score -6377498 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 122829 members 
Entering Unmasked Estep 
Score: -6377518.500000 Penalty: 3813.425781
	Iteration 30Q: 3 clusters Score -6377518 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 122882 members 
Entering Unmasked Estep 
Score: -6377533.500000 Penalty: 3813.425781
	Iteration 31Q: 3 clusters Score -6377534 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 122934 members 
Entering Unmasked Estep 
Score: -6377533.000000 Penalty: 3813.425781
	Iteration 32Q: 3 clusters Score -6377533 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 122969 members 
Entering Unmasked Estep 
Score: -6377554.500000 Penalty: 3813.425781
	Iteration 33Q: 3 clusters Score -6377554 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 123007 members 
Entering Unmasked Estep 
Score: -6377563.000000 Penalty: 3813.425781
	Iteration 34Q: 3 clusters Score -6377563 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 123041 members 
Entering Unmasked Estep 
Score: -6377588.500000 Penalty: 3813.425781
	Iteration 35Q: 3 clusters Score -6377588 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 123068 members 
Entering Unmasked Estep 
Score: -6377588.500000 Penalty: 3813.425781
	Iteration 36Q: 3 clusters Score -6377588 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 123095 members 
Entering Unmasked Estep 
Score: -6377609.500000 Penalty: 3813.425781
	Iteration 37Q: 3 clusters Score -6377610 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 123125 members 
Entering Unmasked Estep 
Score: -6377617.500000 Penalty: 3813.425781
	Iteration 38Q: 3 clusters Score -6377618 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 123154 members 
Entering Unmasked Estep 
Score: -6377622.500000 Penalty: 3813.425781
	Iteration 39Q: 3 clusters Score -6377622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 123179 members 
Entering Unmasked Estep 
Score: -6377629.000000 Penalty: 3813.425781
	Iteration 40F: 3 clusters Score -6377629 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 123200 members 
Entering Unmasked Estep 
Score: -6377641.500000 Penalty: 3813.425781
	Iteration 41Q: 3 clusters Score -6377642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 123226 members 
Entering Unmasked Estep 
Score: -6377663.000000 Penalty: 3813.425781
	Iteration 42Q: 3 clusters Score -6377663 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 123251 members 
Entering Unmasked Estep 
Score: -6377664.500000 Penalty: 3813.425781
	Iteration 43Q: 3 clusters Score -6377664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 123267 members 
Entering Unmasked Estep 
Score: -6377666.500000 Penalty: 3813.425781
	Iteration 44Q: 3 clusters Score -6377666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 123283 members 
Entering Unmasked Estep 
Score: -6377672.000000 Penalty: 3813.425781
	Iteration 45Q: 3 clusters Score -6377672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 123292 members 
Entering Unmasked Estep 
Score: -6377661.000000 Penalty: 3813.425781
	Iteration 46Q: 3 clusters Score -6377661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 123306 members 
Entering Unmasked Estep 
Score: -6377677.500000 Penalty: 3813.425781
	Iteration 47Q: 3 clusters Score -6377678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 123319 members 
Entering Unmasked Estep 
Score: -6377682.000000 Penalty: 3813.425781
	Iteration 48Q: 3 clusters Score -6377682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 123326 members 
Entering Unmasked Estep 
Score: -6377687.500000 Penalty: 3813.425781
	Iteration 49Q: 3 clusters Score -6377688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 123332 members 
Entering Unmasked Estep 
Score: -6377689.000000 Penalty: 3813.425781
	Iteration 50Q: 3 clusters Score -6377689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 123340 members 
Entering Unmasked Estep 
Score: -6377690.000000 Penalty: 3813.425781
	Iteration 51Q: 3 clusters Score -6377690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 123346 members 
Entering Unmasked Estep 
Score: -6377694.500000 Penalty: 3813.425781
	Iteration 52Q: 3 clusters Score -6377694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 123353 members 
Entering Unmasked Estep 
Score: -6377697.500000 Penalty: 3813.425781
	Iteration 53Q: 3 clusters Score -6377698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 123363 members 
Entering Unmasked Estep 
Score: -6377697.500000 Penalty: 3813.425781
	Iteration 54Q: 3 clusters Score -6377698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 123372 members 
Entering Unmasked Estep 
Score: -6377699.000000 Penalty: 3813.425781
	Iteration 55Q: 3 clusters Score -6377699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 123382 members 
Entering Unmasked Estep 
Score: -6377703.000000 Penalty: 3813.425781
	Iteration 56Q: 3 clusters Score -6377703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 123389 members 
Entering Unmasked Estep 
Score: -6377703.500000 Penalty: 3813.425781
	Iteration 57Q: 3 clusters Score -6377704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 123396 members 
Entering Unmasked Estep 
Score: -6377704.500000 Penalty: 3813.425781
	Iteration 58Q: 3 clusters Score -6377704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 123401 members 
Entering Unmasked Estep 
Score: -6377706.500000 Penalty: 3813.425781
	Iteration 59Q: 3 clusters Score -6377706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 123406 members 
Entering Unmasked Estep 
Score: -6377708.500000 Penalty: 3813.425781
	Iteration 60F: 3 clusters Score -6377708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 123409 members 
Entering Unmasked Estep 
Score: -6377704.000000 Penalty: 3813.425781
	Iteration 61Q: 3 clusters Score -6377704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 123411 members 
Entering Unmasked Estep 
Score: -6377704.500000 Penalty: 3813.425781
	Iteration 62Q: 3 clusters Score -6377704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 123413 members 
Entering Unmasked Estep 
Score: -6377705.500000 Penalty: 3813.425781
	Iteration 63Q: 3 clusters Score -6377706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 123417 members 
Entering Unmasked Estep 
Score: -6377707.000000 Penalty: 3813.425781
	Iteration 64Q: 3 clusters Score -6377707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 123420 members 
Entering Unmasked Estep 
Score: -6377703.500000 Penalty: 3813.425781
	Iteration 65Q: 3 clusters Score -6377704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 123422 members 
Entering Unmasked Estep 
Score: -6377711.500000 Penalty: 3813.425781
	Iteration 66Q: 3 clusters Score -6377712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 123424 members 
Entering Unmasked Estep 
Score: -6377710.000000 Penalty: 3813.425781
	Iteration 67Q: 3 clusters Score -6377710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 123424 members 
Entering Unmasked Estep 
Score: -6377710.000000 Penalty: 3813.425781
	Iteration 68F: 3 clusters Score -6377710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Entering Unmasked Estep 
Score: -157753.406250 Penalty: 1304.570923
	Iteration 0F: 2 clusters Score -157753.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -154988.000000 Penalty: 2609.141846
	Iteration 0F: 3 clusters Score -154988 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -155676.281250 Penalty: 2609.141846
	Iteration 1F: 3 clusters Score -155676.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -155788.890625 Penalty: 2609.141846
	Iteration 2F: 3 clusters Score -155788.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -155855.156250 Penalty: 2609.141846
	Iteration 3Q: 3 clusters Score -155855.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -155897.781250 Penalty: 2609.141846
	Iteration 4Q: 3 clusters Score -155897.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -155925.843750 Penalty: 2609.141846
	Iteration 5Q: 3 clusters Score -155925.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -155952.078125 Penalty: 2609.141846
	Iteration 6Q: 3 clusters Score -155952.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -155983.031250 Penalty: 2609.141846
	Iteration 7Q: 3 clusters Score -155983 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -156005.390625 Penalty: 2609.141846
	Iteration 8Q: 3 clusters Score -156005.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -156024.250000 Penalty: 2609.141846
	Iteration 9Q: 3 clusters Score -156024.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -156034.656250 Penalty: 2609.141846
	Iteration 10Q: 3 clusters Score -156034.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -156046.890625 Penalty: 2609.141846
	Iteration 11Q: 3 clusters Score -156046.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -156067.828125 Penalty: 2609.141846
	Iteration 12Q: 3 clusters Score -156067.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -156087.515625 Penalty: 2609.141846
	Iteration 13Q: 3 clusters Score -156087.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -156103.640625 Penalty: 2609.141846
	Iteration 14Q: 3 clusters Score -156103.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -156116.265625 Penalty: 2609.141846
	Iteration 15Q: 3 clusters Score -156116.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -156130.218750 Penalty: 2609.141846
	Iteration 16Q: 3 clusters Score -156130.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -156144.250000 Penalty: 2609.141846
	Iteration 17Q: 3 clusters Score -156144.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -156158.796875 Penalty: 2609.141846
	Iteration 18Q: 3 clusters Score -156158.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -156172.750000 Penalty: 2609.141846
	Iteration 19Q: 3 clusters Score -156172.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -156188.765625 Penalty: 2609.141846
	Iteration 20F: 3 clusters Score -156188.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -156199.984375 Penalty: 2609.141846
	Iteration 21Q: 3 clusters Score -156200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -156211.531250 Penalty: 2609.141846
	Iteration 22Q: 3 clusters Score -156211.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -156224.171875 Penalty: 2609.141846
	Iteration 23Q: 3 clusters Score -156224.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -156239.156250 Penalty: 2609.141846
	Iteration 24Q: 3 clusters Score -156239.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -156253.343750 Penalty: 2609.141846
	Iteration 25Q: 3 clusters Score -156253.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -156265.828125 Penalty: 2609.141846
	Iteration 26Q: 3 clusters Score -156265.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -156280.718750 Penalty: 2609.141846
	Iteration 27Q: 3 clusters Score -156280.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -156292.593750 Penalty: 2609.141846
	Iteration 28Q: 3 clusters Score -156292.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -156299.734375 Penalty: 2609.141846
	Iteration 29Q: 3 clusters Score -156299.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -156306.140625 Penalty: 2609.141846
	Iteration 30Q: 3 clusters Score -156306.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -156311.765625 Penalty: 2609.141846
	Iteration 31Q: 3 clusters Score -156311.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -156316.890625 Penalty: 2609.141846
	Iteration 32Q: 3 clusters Score -156316.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -156322.984375 Penalty: 2609.141846
	Iteration 33Q: 3 clusters Score -156323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -156330.000000 Penalty: 2609.141846
	Iteration 34Q: 3 clusters Score -156330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -156337.875000 Penalty: 2609.141846
	Iteration 35Q: 3 clusters Score -156337.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -156344.109375 Penalty: 2609.141846
	Iteration 36Q: 3 clusters Score -156344.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -156351.796875 Penalty: 2609.141846
	Iteration 37Q: 3 clusters Score -156351.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -156359.453125 Penalty: 2609.141846
	Iteration 38Q: 3 clusters Score -156359.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -156367.828125 Penalty: 2609.141846
	Iteration 39Q: 3 clusters Score -156367.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -156377.375000 Penalty: 2609.141846
	Iteration 40F: 3 clusters Score -156377.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -156390.125000 Penalty: 2609.141846
	Iteration 41Q: 3 clusters Score -156390.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -156401.906250 Penalty: 2609.141846
	Iteration 42Q: 3 clusters Score -156401.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -156414.781250 Penalty: 2609.141846
	Iteration 43Q: 3 clusters Score -156414.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -156428.343750 Penalty: 2609.141846
	Iteration 44Q: 3 clusters Score -156428.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -156437.656250 Penalty: 2609.141846
	Iteration 45Q: 3 clusters Score -156437.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -156446.468750 Penalty: 2609.141846
	Iteration 46Q: 3 clusters Score -156446.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -156453.062500 Penalty: 2609.141846
	Iteration 47Q: 3 clusters Score -156453.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -156459.578125 Penalty: 2609.141846
	Iteration 48Q: 3 clusters Score -156459.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -156463.109375 Penalty: 2609.141846
	Iteration 49Q: 3 clusters Score -156463.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -156466.187500 Penalty: 2609.141846
	Iteration 50Q: 3 clusters Score -156466.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -156471.859375 Penalty: 2609.141846
	Iteration 51Q: 3 clusters Score -156471.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -156477.750000 Penalty: 2609.141846
	Iteration 52Q: 3 clusters Score -156477.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -156485.062500 Penalty: 2609.141846
	Iteration 53Q: 3 clusters Score -156485.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -156489.250000 Penalty: 2609.141846
	Iteration 54Q: 3 clusters Score -156489.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -156492.906250 Penalty: 2609.141846
	Iteration 55Q: 3 clusters Score -156492.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -156501.906250 Penalty: 2609.141846
	Iteration 56Q: 3 clusters Score -156501.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -156512.015625 Penalty: 2609.141846
	Iteration 57Q: 3 clusters Score -156512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -156519.875000 Penalty: 2609.141846
	Iteration 58Q: 3 clusters Score -156519.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -156527.125000 Penalty: 2609.141846
	Iteration 59Q: 3 clusters Score -156527.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -156530.750000 Penalty: 2609.141846
	Iteration 60F: 3 clusters Score -156530.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -156532.281250 Penalty: 2609.141846
	Iteration 61Q: 3 clusters Score -156532.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -156532.187500 Penalty: 2609.141846
	Iteration 62Q: 3 clusters Score -156532.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -156534.421875 Penalty: 2609.141846
	Iteration 63Q: 3 clusters Score -156534.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -156536.187500 Penalty: 2609.141846
	Iteration 64Q: 3 clusters Score -156536.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -156539.203125 Penalty: 2609.141846
	Iteration 65Q: 3 clusters Score -156539.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -156542.515625 Penalty: 2609.141846
	Iteration 66Q: 3 clusters Score -156542.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -156545.921875 Penalty: 2609.141846
	Iteration 67Q: 3 clusters Score -156545.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -156547.687500 Penalty: 2609.141846
	Iteration 68Q: 3 clusters Score -156547.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -156548.140625 Penalty: 2609.141846
	Iteration 69Q: 3 clusters Score -156548.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -156550.140625 Penalty: 2609.141846
	Iteration 70Q: 3 clusters Score -156550.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -156550.140625 Penalty: 2609.141846
	Iteration 71F: 3 clusters Score -156550.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (47281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47281 members 
Entering Unmasked Estep 
Score: -2483301.750000 Penalty: 1749.127808
	Iteration 0F: 2 clusters Score -2483302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -2451816.250000 Penalty: 3498.255615
	Iteration 0F: 3 clusters Score -2451816 nChanged 22204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -2464611.500000 Penalty: 3498.255615
	Iteration 1F: 3 clusters Score -2464612 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -2465455.250000 Penalty: 3498.255615
	Iteration 2Q: 3 clusters Score -2465455 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -2466520.000000 Penalty: 3498.255615
	Iteration 3Q: 3 clusters Score -2466520 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -2467967.750000 Penalty: 3498.255615
	Iteration 4F: 3 clusters Score -2467968 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -2469811.750000 Penalty: 3498.255615
	Iteration 5F: 3 clusters Score -2469812 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -2472185.750000 Penalty: 3498.255615
	Iteration 6F: 3 clusters Score -2472186 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -2474733.250000 Penalty: 3498.255615
	Iteration 7F: 3 clusters Score -2474733 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -2476796.000000 Penalty: 3498.255615
	Iteration 8F: 3 clusters Score -2476796 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -2478068.250000 Penalty: 3498.255615
	Iteration 9Q: 3 clusters Score -2478068 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -2478909.750000 Penalty: 3498.255615
	Iteration 10Q: 3 clusters Score -2478910 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -2479433.500000 Penalty: 3498.255615
	Iteration 11Q: 3 clusters Score -2479434 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -2479770.250000 Penalty: 3498.255615
	Iteration 12Q: 3 clusters Score -2479770 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -2479981.250000 Penalty: 3498.255615
	Iteration 13Q: 3 clusters Score -2479981 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -2480113.250000 Penalty: 3498.255615
	Iteration 14Q: 3 clusters Score -2480113 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -2480208.000000 Penalty: 3498.255615
	Iteration 15Q: 3 clusters Score -2480208 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -2480298.250000 Penalty: 3498.255615
	Iteration 16Q: 3 clusters Score -2480298 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -2480384.250000 Penalty: 3498.255615
	Iteration 17Q: 3 clusters Score -2480384 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -2480449.000000 Penalty: 3498.255615
	Iteration 18Q: 3 clusters Score -2480449 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -2480537.750000 Penalty: 3498.255615
	Iteration 19Q: 3 clusters Score -2480538 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -2480621.750000 Penalty: 3498.255615
	Iteration 20F: 3 clusters Score -2480622 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -2480715.500000 Penalty: 3498.255615
	Iteration 21Q: 3 clusters Score -2480716 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -2480829.250000 Penalty: 3498.255615
	Iteration 22Q: 3 clusters Score -2480829 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -2480994.500000 Penalty: 3498.255615
	Iteration 23Q: 3 clusters Score -2480994 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -2481204.750000 Penalty: 3498.255615
	Iteration 24Q: 3 clusters Score -2481205 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -2481437.000000 Penalty: 3498.255615
	Iteration 25Q: 3 clusters Score -2481437 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -2481773.250000 Penalty: 3498.255615
	Iteration 26Q: 3 clusters Score -2481773 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -2482116.500000 Penalty: 3498.255615
	Iteration 27Q: 3 clusters Score -2482116 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -2482461.000000 Penalty: 3498.255615
	Iteration 28Q: 3 clusters Score -2482461 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -2482686.500000 Penalty: 3498.255615
	Iteration 29Q: 3 clusters Score -2482686 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -2482829.250000 Penalty: 3498.255615
	Iteration 30Q: 3 clusters Score -2482829 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -2482940.000000 Penalty: 3498.255615
	Iteration 31Q: 3 clusters Score -2482940 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -2482998.250000 Penalty: 3498.255615
	Iteration 32Q: 3 clusters Score -2482998 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -2483055.500000 Penalty: 3498.255615
	Iteration 33Q: 3 clusters Score -2483056 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -2483102.000000 Penalty: 3498.255615
	Iteration 34Q: 3 clusters Score -2483102 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -2483121.000000 Penalty: 3498.255615
	Iteration 35Q: 3 clusters Score -2483121 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -2483159.500000 Penalty: 3498.255615
	Iteration 36Q: 3 clusters Score -2483160 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -2483179.250000 Penalty: 3498.255615
	Iteration 37Q: 3 clusters Score -2483179 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -2483204.250000 Penalty: 3498.255615
	Iteration 38Q: 3 clusters Score -2483204 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -2483203.750000 Penalty: 3498.255615
	Iteration 39Q: 3 clusters Score -2483204 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -2483230.250000 Penalty: 3498.255615
	Iteration 40F: 3 clusters Score -2483230 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -2483265.750000 Penalty: 3498.255615
	Iteration 41Q: 3 clusters Score -2483266 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -2483273.000000 Penalty: 3498.255615
	Iteration 42Q: 3 clusters Score -2483273 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -2483268.500000 Penalty: 3498.255615
	Iteration 43Q: 3 clusters Score -2483268 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -2483281.250000 Penalty: 3498.255615
	Iteration 44Q: 3 clusters Score -2483281 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -2483285.500000 Penalty: 3498.255615
	Iteration 45Q: 3 clusters Score -2483286 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -2483297.000000 Penalty: 3498.255615
	Iteration 46Q: 3 clusters Score -2483297 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -2483296.250000 Penalty: 3498.255615
	Iteration 47Q: 3 clusters Score -2483296 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -2483301.000000 Penalty: 3498.255615
	Iteration 48Q: 3 clusters Score -2483301 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -2483298.500000 Penalty: 3498.255615
	Iteration 49Q: 3 clusters Score -2483298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -2483299.750000 Penalty: 3498.255615
	Iteration 50Q: 3 clusters Score -2483300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -2483294.500000 Penalty: 3498.255615
	Iteration 51Q: 3 clusters Score -2483294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -2483294.750000 Penalty: 3498.255615
	Iteration 52Q: 3 clusters Score -2483295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -2483293.750000 Penalty: 3498.255615
	Iteration 53Q: 3 clusters Score -2483294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -2483300.500000 Penalty: 3498.255615
	Iteration 54Q: 3 clusters Score -2483300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -2483299.500000 Penalty: 3498.255615
	Iteration 55Q: 3 clusters Score -2483300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -2483296.250000 Penalty: 3498.255615
	Iteration 56Q: 3 clusters Score -2483296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -2483298.750000 Penalty: 3498.255615
	Iteration 57Q: 3 clusters Score -2483299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -2483295.750000 Penalty: 3498.255615
	Iteration 58Q: 3 clusters Score -2483296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -2483298.250000 Penalty: 3498.255615
	Iteration 59Q: 3 clusters Score -2483298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -2483299.250000 Penalty: 3498.255615
	Iteration 60F: 3 clusters Score -2483299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -2483300.000000 Penalty: 3498.255615
	Iteration 61Q: 3 clusters Score -2483300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -2483296.750000 Penalty: 3498.255615
	Iteration 62Q: 3 clusters Score -2483297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -2483297.750000 Penalty: 3498.255615
	Iteration 63Q: 3 clusters Score -2483298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -2483296.000000 Penalty: 3498.255615
	Iteration 64Q: 3 clusters Score -2483296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -2483296.000000 Penalty: 3498.255615
	Iteration 65Q: 3 clusters Score -2483296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -2483298.250000 Penalty: 3498.255615
	Iteration 66Q: 3 clusters Score -2483298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -2483298.250000 Penalty: 3498.255615
	Iteration 67Q: 3 clusters Score -2483298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -2483298.250000 Penalty: 3498.255615
	Iteration 68F: 3 clusters Score -2483298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Entering Unmasked Estep 
Score: -855204.312500 Penalty: 1572.750854
	Iteration 0F: 2 clusters Score -855204.3 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 8037 members 
Entering Unmasked Estep 
Score: -844271.750000 Penalty: 3145.501709
	Iteration 0F: 3 clusters Score -844271.8 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -848176.437500 Penalty: 3145.501709
	Iteration 1F: 3 clusters Score -848176.4 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -848449.437500 Penalty: 3145.501709
	Iteration 2Q: 3 clusters Score -848449.4 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -848708.750000 Penalty: 3145.501709
	Iteration 3Q: 3 clusters Score -848708.8 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -848978.750000 Penalty: 3145.501709
	Iteration 4Q: 3 clusters Score -848978.8 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -849289.812500 Penalty: 3145.501709
	Iteration 5Q: 3 clusters Score -849289.8 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -849670.625000 Penalty: 3145.501709
	Iteration 6Q: 3 clusters Score -849670.6 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -850097.750000 Penalty: 3145.501709
	Iteration 7Q: 3 clusters Score -850097.8 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -850588.812500 Penalty: 3145.501709
	Iteration 8F: 3 clusters Score -850588.8 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -851137.062500 Penalty: 3145.501709
	Iteration 9F: 3 clusters Score -851137.1 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -851780.562500 Penalty: 3145.501709
	Iteration 10F: 3 clusters Score -851780.6 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -852316.875000 Penalty: 3145.501709
	Iteration 11Q: 3 clusters Score -852316.9 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -852679.187500 Penalty: 3145.501709
	Iteration 12Q: 3 clusters Score -852679.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -852914.187500 Penalty: 3145.501709
	Iteration 13Q: 3 clusters Score -852914.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -853101.937500 Penalty: 3145.501709
	Iteration 14Q: 3 clusters Score -853101.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -853248.812500 Penalty: 3145.501709
	Iteration 15Q: 3 clusters Score -853248.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -853352.750000 Penalty: 3145.501709
	Iteration 16Q: 3 clusters Score -853352.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -853433.875000 Penalty: 3145.501709
	Iteration 17Q: 3 clusters Score -853433.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -853505.687500 Penalty: 3145.501709
	Iteration 18Q: 3 clusters Score -853505.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -853560.000000 Penalty: 3145.501709
	Iteration 19Q: 3 clusters Score -853560 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -853606.562500 Penalty: 3145.501709
	Iteration 20F: 3 clusters Score -853606.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -853649.687500 Penalty: 3145.501709
	Iteration 21Q: 3 clusters Score -853649.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -853691.625000 Penalty: 3145.501709
	Iteration 22Q: 3 clusters Score -853691.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -853720.562500 Penalty: 3145.501709
	Iteration 23Q: 3 clusters Score -853720.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -853750.875000 Penalty: 3145.501709
	Iteration 24Q: 3 clusters Score -853750.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -853775.687500 Penalty: 3145.501709
	Iteration 25Q: 3 clusters Score -853775.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -853796.750000 Penalty: 3145.501709
	Iteration 26Q: 3 clusters Score -853796.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -853823.062500 Penalty: 3145.501709
	Iteration 27Q: 3 clusters Score -853823.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -853843.125000 Penalty: 3145.501709
	Iteration 28Q: 3 clusters Score -853843.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -853856.687500 Penalty: 3145.501709
	Iteration 29Q: 3 clusters Score -853856.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -853882.125000 Penalty: 3145.501709
	Iteration 30Q: 3 clusters Score -853882.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -853892.500000 Penalty: 3145.501709
	Iteration 31Q: 3 clusters Score -853892.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -853902.250000 Penalty: 3145.501709
	Iteration 32Q: 3 clusters Score -853902.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -853911.500000 Penalty: 3145.501709
	Iteration 33Q: 3 clusters Score -853911.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -853917.437500 Penalty: 3145.501709
	Iteration 34Q: 3 clusters Score -853917.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -853921.812500 Penalty: 3145.501709
	Iteration 35Q: 3 clusters Score -853921.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -853927.375000 Penalty: 3145.501709
	Iteration 36Q: 3 clusters Score -853927.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -853933.500000 Penalty: 3145.501709
	Iteration 37Q: 3 clusters Score -853933.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -853940.687500 Penalty: 3145.501709
	Iteration 38Q: 3 clusters Score -853940.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -853947.000000 Penalty: 3145.501709
	Iteration 39Q: 3 clusters Score -853947 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -853950.375000 Penalty: 3145.501709
	Iteration 40F: 3 clusters Score -853950.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -853956.687500 Penalty: 3145.501709
	Iteration 41Q: 3 clusters Score -853956.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -853958.875000 Penalty: 3145.501709
	Iteration 42Q: 3 clusters Score -853958.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -853962.000000 Penalty: 3145.501709
	Iteration 43Q: 3 clusters Score -853962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -853964.062500 Penalty: 3145.501709
	Iteration 44Q: 3 clusters Score -853964.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -853967.937500 Penalty: 3145.501709
	Iteration 45Q: 3 clusters Score -853967.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -853967.625000 Penalty: 3145.501709
	Iteration 46Q: 3 clusters Score -853967.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -853970.250000 Penalty: 3145.501709
	Iteration 47Q: 3 clusters Score -853970.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -853970.250000 Penalty: 3145.501709
	Iteration 48Q: 3 clusters Score -853970.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -853970.625000 Penalty: 3145.501709
	Iteration 49Q: 3 clusters Score -853970.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -853971.437500 Penalty: 3145.501709
	Iteration 50Q: 3 clusters Score -853971.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -853971.000000 Penalty: 3145.501709
	Iteration 51Q: 3 clusters Score -853971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -853971.750000 Penalty: 3145.501709
	Iteration 52Q: 3 clusters Score -853971.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -853974.250000 Penalty: 3145.501709
	Iteration 53Q: 3 clusters Score -853974.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -853976.312500 Penalty: 3145.501709
	Iteration 54Q: 3 clusters Score -853976.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -853977.625000 Penalty: 3145.501709
	Iteration 55Q: 3 clusters Score -853977.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -853977.812500 Penalty: 3145.501709
	Iteration 56Q: 3 clusters Score -853977.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -853981.937500 Penalty: 3145.501709
	Iteration 57Q: 3 clusters Score -853981.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -853984.312500 Penalty: 3145.501709
	Iteration 58Q: 3 clusters Score -853984.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -853985.687500 Penalty: 3145.501709
	Iteration 59Q: 3 clusters Score -853985.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -853986.437500 Penalty: 3145.501709
	Iteration 60F: 3 clusters Score -853986.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -853989.750000 Penalty: 3145.501709
	Iteration 61Q: 3 clusters Score -853989.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -853991.812500 Penalty: 3145.501709
	Iteration 62Q: 3 clusters Score -853991.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -853989.562500 Penalty: 3145.501709
	Iteration 63Q: 3 clusters Score -853989.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -853992.312500 Penalty: 3145.501709
	Iteration 64Q: 3 clusters Score -853992.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -853994.625000 Penalty: 3145.501709
	Iteration 65Q: 3 clusters Score -853994.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -853997.062500 Penalty: 3145.501709
	Iteration 66Q: 3 clusters Score -853997.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -853998.187500 Penalty: 3145.501709
	Iteration 67Q: 3 clusters Score -853998.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -854001.000000 Penalty: 3145.501709
	Iteration 68Q: 3 clusters Score -854001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -854004.437500 Penalty: 3145.501709
	Iteration 69Q: 3 clusters Score -854004.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -854010.125000 Penalty: 3145.501709
	Iteration 70Q: 3 clusters Score -854010.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -854014.187500 Penalty: 3145.501709
	Iteration 71Q: 3 clusters Score -854014.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -854017.625000 Penalty: 3145.501709
	Iteration 72Q: 3 clusters Score -854017.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -854021.500000 Penalty: 3145.501709
	Iteration 73Q: 3 clusters Score -854021.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -854021.562500 Penalty: 3145.501709
	Iteration 74Q: 3 clusters Score -854021.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -854022.937500 Penalty: 3145.501709
	Iteration 75Q: 3 clusters Score -854022.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -854026.250000 Penalty: 3145.501709
	Iteration 76Q: 3 clusters Score -854026.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -854028.312500 Penalty: 3145.501709
	Iteration 77Q: 3 clusters Score -854028.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -854028.437500 Penalty: 3145.501709
	Iteration 78Q: 3 clusters Score -854028.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -854030.500000 Penalty: 3145.501709
	Iteration 79Q: 3 clusters Score -854030.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -854031.000000 Penalty: 3145.501709
	Iteration 80F: 3 clusters Score -854031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -854031.062500 Penalty: 3145.501709
	Iteration 81Q: 3 clusters Score -854031.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -854031.375000 Penalty: 3145.501709
	Iteration 82Q: 3 clusters Score -854031.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -854031.375000 Penalty: 3145.501709
	Iteration 83F: 3 clusters Score -854031.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Entering Unmasked Estep 
Score: -285182.562500 Penalty: 1396.037720
	Iteration 0F: 2 clusters Score -285182.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -280928.437500 Penalty: 2792.075439
	Iteration 0F: 3 clusters Score -280928.4 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -282066.593750 Penalty: 2792.075439
	Iteration 1F: 3 clusters Score -282066.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -282243.156250 Penalty: 2792.075439
	Iteration 2F: 3 clusters Score -282243.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -282354.375000 Penalty: 2792.075439
	Iteration 3F: 3 clusters Score -282354.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -282426.562500 Penalty: 2792.075439
	Iteration 4Q: 3 clusters Score -282426.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -282488.937500 Penalty: 2792.075439
	Iteration 5Q: 3 clusters Score -282488.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -282545.968750 Penalty: 2792.075439
	Iteration 6Q: 3 clusters Score -282546 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -282587.250000 Penalty: 2792.075439
	Iteration 7Q: 3 clusters Score -282587.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -282621.875000 Penalty: 2792.075439
	Iteration 8Q: 3 clusters Score -282621.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -282648.968750 Penalty: 2792.075439
	Iteration 9Q: 3 clusters Score -282649 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -282674.031250 Penalty: 2792.075439
	Iteration 10Q: 3 clusters Score -282674 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -282700.031250 Penalty: 2792.075439
	Iteration 11Q: 3 clusters Score -282700 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -282724.500000 Penalty: 2792.075439
	Iteration 12Q: 3 clusters Score -282724.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -282745.500000 Penalty: 2792.075439
	Iteration 13Q: 3 clusters Score -282745.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -282769.187500 Penalty: 2792.075439
	Iteration 14Q: 3 clusters Score -282769.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -282796.531250 Penalty: 2792.075439
	Iteration 15Q: 3 clusters Score -282796.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -282830.375000 Penalty: 2792.075439
	Iteration 16Q: 3 clusters Score -282830.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -282894.500000 Penalty: 2792.075439
	Iteration 17Q: 3 clusters Score -282894.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -282971.000000 Penalty: 2792.075439
	Iteration 18Q: 3 clusters Score -282971 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -283046.781250 Penalty: 2792.075439
	Iteration 19Q: 3 clusters Score -283046.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -283133.468750 Penalty: 2792.075439
	Iteration 20F: 3 clusters Score -283133.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -283225.812500 Penalty: 2792.075439
	Iteration 21Q: 3 clusters Score -283225.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -283317.250000 Penalty: 2792.075439
	Iteration 22Q: 3 clusters Score -283317.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -283406.843750 Penalty: 2792.075439
	Iteration 23Q: 3 clusters Score -283406.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -283475.125000 Penalty: 2792.075439
	Iteration 24Q: 3 clusters Score -283475.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -283543.187500 Penalty: 2792.075439
	Iteration 25Q: 3 clusters Score -283543.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -283598.468750 Penalty: 2792.075439
	Iteration 26Q: 3 clusters Score -283598.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -283650.125000 Penalty: 2792.075439
	Iteration 27Q: 3 clusters Score -283650.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -283690.250000 Penalty: 2792.075439
	Iteration 28Q: 3 clusters Score -283690.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -283725.812500 Penalty: 2792.075439
	Iteration 29Q: 3 clusters Score -283725.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -283757.312500 Penalty: 2792.075439
	Iteration 30Q: 3 clusters Score -283757.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -283787.062500 Penalty: 2792.075439
	Iteration 31Q: 3 clusters Score -283787.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -283806.750000 Penalty: 2792.075439
	Iteration 32Q: 3 clusters Score -283806.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -283820.843750 Penalty: 2792.075439
	Iteration 33Q: 3 clusters Score -283820.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -283826.156250 Penalty: 2792.075439
	Iteration 34Q: 3 clusters Score -283826.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -283832.843750 Penalty: 2792.075439
	Iteration 35Q: 3 clusters Score -283832.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -283838.750000 Penalty: 2792.075439
	Iteration 36Q: 3 clusters Score -283838.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -283842.375000 Penalty: 2792.075439
	Iteration 37Q: 3 clusters Score -283842.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -283847.406250 Penalty: 2792.075439
	Iteration 38Q: 3 clusters Score -283847.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -283851.562500 Penalty: 2792.075439
	Iteration 39Q: 3 clusters Score -283851.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -283854.375000 Penalty: 2792.075439
	Iteration 40F: 3 clusters Score -283854.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -283859.375000 Penalty: 2792.075439
	Iteration 41Q: 3 clusters Score -283859.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -283864.187500 Penalty: 2792.075439
	Iteration 42Q: 3 clusters Score -283864.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -283866.781250 Penalty: 2792.075439
	Iteration 43Q: 3 clusters Score -283866.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -283869.468750 Penalty: 2792.075439
	Iteration 44Q: 3 clusters Score -283869.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -283871.031250 Penalty: 2792.075439
	Iteration 45Q: 3 clusters Score -283871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -283874.218750 Penalty: 2792.075439
	Iteration 46Q: 3 clusters Score -283874.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -283881.343750 Penalty: 2792.075439
	Iteration 47Q: 3 clusters Score -283881.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -283886.437500 Penalty: 2792.075439
	Iteration 48Q: 3 clusters Score -283886.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -283889.718750 Penalty: 2792.075439
	Iteration 49Q: 3 clusters Score -283889.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -283893.312500 Penalty: 2792.075439
	Iteration 50Q: 3 clusters Score -283893.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -283894.781250 Penalty: 2792.075439
	Iteration 51Q: 3 clusters Score -283894.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -283898.156250 Penalty: 2792.075439
	Iteration 52Q: 3 clusters Score -283898.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -283900.125000 Penalty: 2792.075439
	Iteration 53Q: 3 clusters Score -283900.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -283902.968750 Penalty: 2792.075439
	Iteration 54Q: 3 clusters Score -283903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -283906.812500 Penalty: 2792.075439
	Iteration 55Q: 3 clusters Score -283906.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -283907.875000 Penalty: 2792.075439
	Iteration 56Q: 3 clusters Score -283907.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -283909.156250 Penalty: 2792.075439
	Iteration 57Q: 3 clusters Score -283909.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -283910.750000 Penalty: 2792.075439
	Iteration 58Q: 3 clusters Score -283910.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -283911.437500 Penalty: 2792.075439
	Iteration 59Q: 3 clusters Score -283911.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -283911.625000 Penalty: 2792.075439
	Iteration 60F: 3 clusters Score -283911.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -283912.781250 Penalty: 2792.075439
	Iteration 61Q: 3 clusters Score -283912.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -283912.656250 Penalty: 2792.075439
	Iteration 62Q: 3 clusters Score -283912.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -283912.750000 Penalty: 2792.075439
	Iteration 63Q: 3 clusters Score -283912.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -283913.187500 Penalty: 2792.075439
	Iteration 64Q: 3 clusters Score -283913.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -283914.906250 Penalty: 2792.075439
	Iteration 65Q: 3 clusters Score -283914.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -283915.468750 Penalty: 2792.075439
	Iteration 66Q: 3 clusters Score -283915.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -283915.312500 Penalty: 2792.075439
	Iteration 67Q: 3 clusters Score -283915.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -283916.156250 Penalty: 2792.075439
	Iteration 68Q: 3 clusters Score -283916.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -283918.343750 Penalty: 2792.075439
	Iteration 69Q: 3 clusters Score -283918.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -283920.437500 Penalty: 2792.075439
	Iteration 70Q: 3 clusters Score -283920.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -283923.750000 Penalty: 2792.075439
	Iteration 71Q: 3 clusters Score -283923.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -283924.937500 Penalty: 2792.075439
	Iteration 72Q: 3 clusters Score -283924.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -283927.312500 Penalty: 2792.075439
	Iteration 73Q: 3 clusters Score -283927.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -283929.343750 Penalty: 2792.075439
	Iteration 74Q: 3 clusters Score -283929.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -283931.000000 Penalty: 2792.075439
	Iteration 75Q: 3 clusters Score -283931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -283932.468750 Penalty: 2792.075439
	Iteration 76Q: 3 clusters Score -283932.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -283934.093750 Penalty: 2792.075439
	Iteration 77Q: 3 clusters Score -283934.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -283933.968750 Penalty: 2792.075439
	Iteration 78Q: 3 clusters Score -283934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -283934.250000 Penalty: 2792.075439
	Iteration 79Q: 3 clusters Score -283934.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -283934.781250 Penalty: 2792.075439
	Iteration 80F: 3 clusters Score -283934.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -283935.875000 Penalty: 2792.075439
	Iteration 81Q: 3 clusters Score -283935.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -283936.593750 Penalty: 2792.075439
	Iteration 82Q: 3 clusters Score -283936.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -283938.093750 Penalty: 2792.075439
	Iteration 83Q: 3 clusters Score -283938.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -283938.093750 Penalty: 2792.075439
	Iteration 84Q: 3 clusters Score -283938.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -283940.250000 Penalty: 2792.075439
	Iteration 85Q: 3 clusters Score -283940.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -283941.062500 Penalty: 2792.075439
	Iteration 86Q: 3 clusters Score -283941.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -283943.218750 Penalty: 2792.075439
	Iteration 87Q: 3 clusters Score -283943.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -283946.375000 Penalty: 2792.075439
	Iteration 88Q: 3 clusters Score -283946.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -283950.281250 Penalty: 2792.075439
	Iteration 89Q: 3 clusters Score -283950.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -283951.656250 Penalty: 2792.075439
	Iteration 90Q: 3 clusters Score -283951.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -283952.781250 Penalty: 2792.075439
	Iteration 91Q: 3 clusters Score -283952.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -283954.437500 Penalty: 2792.075439
	Iteration 92Q: 3 clusters Score -283954.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -283957.812500 Penalty: 2792.075439
	Iteration 93Q: 3 clusters Score -283957.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -283959.875000 Penalty: 2792.075439
	Iteration 94Q: 3 clusters Score -283959.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -283964.062500 Penalty: 2792.075439
	Iteration 95Q: 3 clusters Score -283964.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -283965.593750 Penalty: 2792.075439
	Iteration 96Q: 3 clusters Score -283965.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -283966.812500 Penalty: 2792.075439
	Iteration 97Q: 3 clusters Score -283966.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -283967.625000 Penalty: 2792.075439
	Iteration 98Q: 3 clusters Score -283967.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -283968.812500 Penalty: 2792.075439
	Iteration 99Q: 3 clusters Score -283968.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -283968.812500 Penalty: 2792.075439
	Iteration 100F: 3 clusters Score -283968.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -283969.843750 Penalty: 2792.075439
	Iteration 101Q: 3 clusters Score -283969.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -283971.500000 Penalty: 2792.075439
	Iteration 102Q: 3 clusters Score -283971.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -283972.718750 Penalty: 2792.075439
	Iteration 103Q: 3 clusters Score -283972.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -283973.531250 Penalty: 2792.075439
	Iteration 104Q: 3 clusters Score -283973.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -283975.625000 Penalty: 2792.075439
	Iteration 105Q: 3 clusters Score -283975.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -283979.093750 Penalty: 2792.075439
	Iteration 106Q: 3 clusters Score -283979.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -283982.312500 Penalty: 2792.075439
	Iteration 107Q: 3 clusters Score -283982.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -283985.843750 Penalty: 2792.075439
	Iteration 108Q: 3 clusters Score -283985.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -283987.218750 Penalty: 2792.075439
	Iteration 109Q: 3 clusters Score -283987.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -283988.968750 Penalty: 2792.075439
	Iteration 110Q: 3 clusters Score -283989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -283992.781250 Penalty: 2792.075439
	Iteration 111Q: 3 clusters Score -283992.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -283995.562500 Penalty: 2792.075439
	Iteration 112Q: 3 clusters Score -283995.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -283997.625000 Penalty: 2792.075439
	Iteration 113Q: 3 clusters Score -283997.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -284000.343750 Penalty: 2792.075439
	Iteration 114Q: 3 clusters Score -284000.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -284000.437500 Penalty: 2792.075439
	Iteration 115Q: 3 clusters Score -284000.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -284001.187500 Penalty: 2792.075439
	Iteration 116Q: 3 clusters Score -284001.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -284001.250000 Penalty: 2792.075439
	Iteration 117Q: 3 clusters Score -284001.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -284001.906250 Penalty: 2792.075439
	Iteration 118Q: 3 clusters Score -284001.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -284001.718750 Penalty: 2792.075439
	Iteration 119Q: 3 clusters Score -284001.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -284002.718750 Penalty: 2792.075439
	Iteration 120F: 3 clusters Score -284002.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -220571.140625 Penalty: 1362.938232
	Iteration 0F: 2 clusters Score -220571.1 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 2185 members 
Entering Unmasked Estep 
Score: -217043.765625 Penalty: 2725.876465
	Iteration 0F: 3 clusters Score -217043.8 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -218178.437500 Penalty: 2725.876465
	Iteration 1F: 3 clusters Score -218178.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -218578.671875 Penalty: 2725.876465
	Iteration 2F: 3 clusters Score -218578.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -218898.656250 Penalty: 2725.876465
	Iteration 3F: 3 clusters Score -218898.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -219172.015625 Penalty: 2725.876465
	Iteration 4F: 3 clusters Score -219172 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -219417.890625 Penalty: 2725.876465
	Iteration 5F: 3 clusters Score -219417.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -219655.453125 Penalty: 2725.876465
	Iteration 6F: 3 clusters Score -219655.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -219917.765625 Penalty: 2725.876465
	Iteration 7Q: 3 clusters Score -219917.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -220117.250000 Penalty: 2725.876465
	Iteration 8Q: 3 clusters Score -220117.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -220213.718750 Penalty: 2725.876465
	Iteration 9Q: 3 clusters Score -220213.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -220263.703125 Penalty: 2725.876465
	Iteration 10Q: 3 clusters Score -220263.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -220289.765625 Penalty: 2725.876465
	Iteration 11Q: 3 clusters Score -220289.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -220301.890625 Penalty: 2725.876465
	Iteration 12Q: 3 clusters Score -220301.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -220311.359375 Penalty: 2725.876465
	Iteration 13Q: 3 clusters Score -220311.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -220318.609375 Penalty: 2725.876465
	Iteration 14Q: 3 clusters Score -220318.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -220324.656250 Penalty: 2725.876465
	Iteration 15Q: 3 clusters Score -220324.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -220328.671875 Penalty: 2725.876465
	Iteration 16Q: 3 clusters Score -220328.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -220330.250000 Penalty: 2725.876465
	Iteration 17Q: 3 clusters Score -220330.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -220331.140625 Penalty: 2725.876465
	Iteration 18Q: 3 clusters Score -220331.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -220331.812500 Penalty: 2725.876465
	Iteration 19Q: 3 clusters Score -220331.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -220332.921875 Penalty: 2725.876465
	Iteration 20F: 3 clusters Score -220332.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -220332.953125 Penalty: 2725.876465
	Iteration 21Q: 3 clusters Score -220333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -220332.953125 Penalty: 2725.876465
	Iteration 22F: 3 clusters Score -220333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Entering Unmasked Estep 
Score: -110863.289062 Penalty: 1258.492554
	Iteration 0F: 2 clusters Score -110863.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -108583.179688 Penalty: 2516.985107
	Iteration 0F: 3 clusters Score -108583.2 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -109067.757812 Penalty: 2516.985107
	Iteration 1F: 3 clusters Score -109067.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -109189.203125 Penalty: 2516.985107
	Iteration 2F: 3 clusters Score -109189.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -109269.195312 Penalty: 2516.985107
	Iteration 3F: 3 clusters Score -109269.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -109321.742188 Penalty: 2516.985107
	Iteration 4Q: 3 clusters Score -109321.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -109357.023438 Penalty: 2516.985107
	Iteration 5Q: 3 clusters Score -109357 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -109396.218750 Penalty: 2516.985107
	Iteration 6Q: 3 clusters Score -109396.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -109429.273438 Penalty: 2516.985107
	Iteration 7Q: 3 clusters Score -109429.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -109452.085938 Penalty: 2516.985107
	Iteration 8Q: 3 clusters Score -109452.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -109485.320312 Penalty: 2516.985107
	Iteration 9Q: 3 clusters Score -109485.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -109522.562500 Penalty: 2516.985107
	Iteration 10Q: 3 clusters Score -109522.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -109560.257812 Penalty: 2516.985107
	Iteration 11Q: 3 clusters Score -109560.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -109597.554688 Penalty: 2516.985107
	Iteration 12Q: 3 clusters Score -109597.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -109634.953125 Penalty: 2516.985107
	Iteration 13Q: 3 clusters Score -109635 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -109660.687500 Penalty: 2516.985107
	Iteration 14Q: 3 clusters Score -109660.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -109688.617188 Penalty: 2516.985107
	Iteration 15Q: 3 clusters Score -109688.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -109712.328125 Penalty: 2516.985107
	Iteration 16Q: 3 clusters Score -109712.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -109730.390625 Penalty: 2516.985107
	Iteration 17Q: 3 clusters Score -109730.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -109739.390625 Penalty: 2516.985107
	Iteration 18Q: 3 clusters Score -109739.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -109747.015625 Penalty: 2516.985107
	Iteration 19Q: 3 clusters Score -109747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -109753.835938 Penalty: 2516.985107
	Iteration 20F: 3 clusters Score -109753.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -109756.320312 Penalty: 2516.985107
	Iteration 21Q: 3 clusters Score -109756.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -109757.515625 Penalty: 2516.985107
	Iteration 22Q: 3 clusters Score -109757.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -109760.171875 Penalty: 2516.985107
	Iteration 23Q: 3 clusters Score -109760.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -109760.789062 Penalty: 2516.985107
	Iteration 24Q: 3 clusters Score -109760.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -109761.562500 Penalty: 2516.985107
	Iteration 25Q: 3 clusters Score -109761.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -109762.742188 Penalty: 2516.985107
	Iteration 26Q: 3 clusters Score -109762.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -109764.429688 Penalty: 2516.985107
	Iteration 27Q: 3 clusters Score -109764.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -109764.968750 Penalty: 2516.985107
	Iteration 28Q: 3 clusters Score -109765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -109765.625000 Penalty: 2516.985107
	Iteration 29Q: 3 clusters Score -109765.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -109765.625000 Penalty: 2516.985107
	Iteration 30F: 3 clusters Score -109765.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (39042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Entering Unmasked Estep 
Score: -2050413.625000 Penalty: 1718.013916
	Iteration 0F: 2 clusters Score -2050414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -2024308.875000 Penalty: 3436.027832
	Iteration 0F: 3 clusters Score -2024309 nChanged 18173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2034386.375000 Penalty: 3436.027832
	Iteration 1F: 3 clusters Score -2034386 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -2034755.875000 Penalty: 3436.027832
	Iteration 2Q: 3 clusters Score -2034756 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -2035136.875000 Penalty: 3436.027832
	Iteration 3Q: 3 clusters Score -2035137 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -2035604.250000 Penalty: 3436.027832
	Iteration 4Q: 3 clusters Score -2035604 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -2036199.875000 Penalty: 3436.027832
	Iteration 5Q: 3 clusters Score -2036200 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2036973.125000 Penalty: 3436.027832
	Iteration 6Q: 3 clusters Score -2036973 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -2037979.875000 Penalty: 3436.027832
	Iteration 7Q: 3 clusters Score -2037980 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -2039179.250000 Penalty: 3436.027832
	Iteration 8F: 3 clusters Score -2039179 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -2040538.125000 Penalty: 3436.027832
	Iteration 9F: 3 clusters Score -2040538 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -2041750.500000 Penalty: 3436.027832
	Iteration 10F: 3 clusters Score -2041750 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -2042757.375000 Penalty: 3436.027832
	Iteration 11Q: 3 clusters Score -2042757 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -2043446.750000 Penalty: 3436.027832
	Iteration 12Q: 3 clusters Score -2043447 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -2043939.125000 Penalty: 3436.027832
	Iteration 13Q: 3 clusters Score -2043939 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -2044264.125000 Penalty: 3436.027832
	Iteration 14Q: 3 clusters Score -2044264 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -2044468.250000 Penalty: 3436.027832
	Iteration 15Q: 3 clusters Score -2044468 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -2044572.125000 Penalty: 3436.027832
	Iteration 16Q: 3 clusters Score -2044572 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -2044651.125000 Penalty: 3436.027832
	Iteration 17Q: 3 clusters Score -2044651 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -2044730.125000 Penalty: 3436.027832
	Iteration 18Q: 3 clusters Score -2044730 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -2044782.875000 Penalty: 3436.027832
	Iteration 19Q: 3 clusters Score -2044783 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -2044848.000000 Penalty: 3436.027832
	Iteration 20F: 3 clusters Score -2044848 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -2044891.000000 Penalty: 3436.027832
	Iteration 21Q: 3 clusters Score -2044891 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -2044940.750000 Penalty: 3436.027832
	Iteration 22Q: 3 clusters Score -2044941 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -2044986.125000 Penalty: 3436.027832
	Iteration 23Q: 3 clusters Score -2044986 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -2045020.875000 Penalty: 3436.027832
	Iteration 24Q: 3 clusters Score -2045021 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -2045043.250000 Penalty: 3436.027832
	Iteration 25Q: 3 clusters Score -2045043 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -2045066.625000 Penalty: 3436.027832
	Iteration 26Q: 3 clusters Score -2045067 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -2045088.500000 Penalty: 3436.027832
	Iteration 27Q: 3 clusters Score -2045088 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -2045103.125000 Penalty: 3436.027832
	Iteration 28Q: 3 clusters Score -2045103 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -2045124.125000 Penalty: 3436.027832
	Iteration 29Q: 3 clusters Score -2045124 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -2045143.500000 Penalty: 3436.027832
	Iteration 30Q: 3 clusters Score -2045144 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -2045158.625000 Penalty: 3436.027832
	Iteration 31Q: 3 clusters Score -2045159 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -2045171.250000 Penalty: 3436.027832
	Iteration 32Q: 3 clusters Score -2045171 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -2045186.750000 Penalty: 3436.027832
	Iteration 33Q: 3 clusters Score -2045187 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -2045205.625000 Penalty: 3436.027832
	Iteration 34Q: 3 clusters Score -2045206 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -2045216.750000 Penalty: 3436.027832
	Iteration 35Q: 3 clusters Score -2045217 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -2045234.625000 Penalty: 3436.027832
	Iteration 36Q: 3 clusters Score -2045235 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -2045247.750000 Penalty: 3436.027832
	Iteration 37Q: 3 clusters Score -2045248 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -2045250.500000 Penalty: 3436.027832
	Iteration 38Q: 3 clusters Score -2045250 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -2045274.125000 Penalty: 3436.027832
	Iteration 39Q: 3 clusters Score -2045274 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -2045287.375000 Penalty: 3436.027832
	Iteration 40F: 3 clusters Score -2045287 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -2045302.875000 Penalty: 3436.027832
	Iteration 41Q: 3 clusters Score -2045303 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -2045315.750000 Penalty: 3436.027832
	Iteration 42Q: 3 clusters Score -2045316 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -2045341.500000 Penalty: 3436.027832
	Iteration 43Q: 3 clusters Score -2045342 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -2045358.625000 Penalty: 3436.027832
	Iteration 44Q: 3 clusters Score -2045359 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -2045375.250000 Penalty: 3436.027832
	Iteration 45Q: 3 clusters Score -2045375 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -2045398.750000 Penalty: 3436.027832
	Iteration 46Q: 3 clusters Score -2045399 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -2045421.125000 Penalty: 3436.027832
	Iteration 47Q: 3 clusters Score -2045421 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -2045443.125000 Penalty: 3436.027832
	Iteration 48Q: 3 clusters Score -2045443 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -2045469.250000 Penalty: 3436.027832
	Iteration 49Q: 3 clusters Score -2045469 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -2045492.875000 Penalty: 3436.027832
	Iteration 50Q: 3 clusters Score -2045493 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -2045521.000000 Penalty: 3436.027832
	Iteration 51Q: 3 clusters Score -2045521 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -2045555.375000 Penalty: 3436.027832
	Iteration 52Q: 3 clusters Score -2045555 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -2045582.625000 Penalty: 3436.027832
	Iteration 53Q: 3 clusters Score -2045583 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -2045610.875000 Penalty: 3436.027832
	Iteration 54Q: 3 clusters Score -2045611 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -2045649.000000 Penalty: 3436.027832
	Iteration 55Q: 3 clusters Score -2045649 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -2045687.375000 Penalty: 3436.027832
	Iteration 56Q: 3 clusters Score -2045687 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -2045720.125000 Penalty: 3436.027832
	Iteration 57Q: 3 clusters Score -2045720 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -2045750.000000 Penalty: 3436.027832
	Iteration 58Q: 3 clusters Score -2045750 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -2045778.875000 Penalty: 3436.027832
	Iteration 59Q: 3 clusters Score -2045779 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -2045831.125000 Penalty: 3436.027832
	Iteration 60F: 3 clusters Score -2045831 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -2045874.750000 Penalty: 3436.027832
	Iteration 61Q: 3 clusters Score -2045875 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -2045905.375000 Penalty: 3436.027832
	Iteration 62Q: 3 clusters Score -2045905 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -2045943.375000 Penalty: 3436.027832
	Iteration 63Q: 3 clusters Score -2045943 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -2045980.875000 Penalty: 3436.027832
	Iteration 64Q: 3 clusters Score -2045981 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -2046028.125000 Penalty: 3436.027832
	Iteration 65Q: 3 clusters Score -2046028 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -2046085.250000 Penalty: 3436.027832
	Iteration 66Q: 3 clusters Score -2046085 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -2046159.750000 Penalty: 3436.027832
	Iteration 67Q: 3 clusters Score -2046160 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -2046208.250000 Penalty: 3436.027832
	Iteration 68Q: 3 clusters Score -2046208 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -2046280.125000 Penalty: 3436.027832
	Iteration 69Q: 3 clusters Score -2046280 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -2046370.000000 Penalty: 3436.027832
	Iteration 70Q: 3 clusters Score -2046370 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -2046436.000000 Penalty: 3436.027832
	Iteration 71Q: 3 clusters Score -2046436 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -2046508.750000 Penalty: 3436.027832
	Iteration 72Q: 3 clusters Score -2046509 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -2046595.625000 Penalty: 3436.027832
	Iteration 73Q: 3 clusters Score -2046596 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -2046684.625000 Penalty: 3436.027832
	Iteration 74Q: 3 clusters Score -2046685 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -2046782.625000 Penalty: 3436.027832
	Iteration 75Q: 3 clusters Score -2046783 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -2046873.750000 Penalty: 3436.027832
	Iteration 76Q: 3 clusters Score -2046874 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -2046964.125000 Penalty: 3436.027832
	Iteration 77Q: 3 clusters Score -2046964 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -2047075.625000 Penalty: 3436.027832
	Iteration 78Q: 3 clusters Score -2047076 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -2047170.250000 Penalty: 3436.027832
	Iteration 79Q: 3 clusters Score -2047170 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -2047289.500000 Penalty: 3436.027832
	Iteration 80F: 3 clusters Score -2047290 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -2047408.875000 Penalty: 3436.027832
	Iteration 81Q: 3 clusters Score -2047409 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -2047544.250000 Penalty: 3436.027832
	Iteration 82Q: 3 clusters Score -2047544 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -2047676.000000 Penalty: 3436.027832
	Iteration 83Q: 3 clusters Score -2047676 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -2047808.625000 Penalty: 3436.027832
	Iteration 84Q: 3 clusters Score -2047809 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -2047923.500000 Penalty: 3436.027832
	Iteration 85Q: 3 clusters Score -2047924 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -2048035.500000 Penalty: 3436.027832
	Iteration 86Q: 3 clusters Score -2048036 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -2048133.875000 Penalty: 3436.027832
	Iteration 87Q: 3 clusters Score -2048134 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -2048250.625000 Penalty: 3436.027832
	Iteration 88Q: 3 clusters Score -2048251 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -2048355.000000 Penalty: 3436.027832
	Iteration 89Q: 3 clusters Score -2048355 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -2048461.000000 Penalty: 3436.027832
	Iteration 90Q: 3 clusters Score -2048461 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -2048558.500000 Penalty: 3436.027832
	Iteration 91Q: 3 clusters Score -2048558 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -2048638.250000 Penalty: 3436.027832
	Iteration 92Q: 3 clusters Score -2048638 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -2048713.250000 Penalty: 3436.027832
	Iteration 93Q: 3 clusters Score -2048713 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -2048769.500000 Penalty: 3436.027832
	Iteration 94Q: 3 clusters Score -2048770 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -2048816.625000 Penalty: 3436.027832
	Iteration 95Q: 3 clusters Score -2048817 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -2048867.375000 Penalty: 3436.027832
	Iteration 96Q: 3 clusters Score -2048867 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -2048919.250000 Penalty: 3436.027832
	Iteration 97Q: 3 clusters Score -2048919 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 37762 members 
Entering Unmasked Estep 
Score: -2048959.000000 Penalty: 3436.027832
	Iteration 98Q: 3 clusters Score -2048959 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -2048983.875000 Penalty: 3436.027832
	Iteration 99Q: 3 clusters Score -2048984 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -2049005.625000 Penalty: 3436.027832
	Iteration 100F: 3 clusters Score -2049006 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -2049021.750000 Penalty: 3436.027832
	Iteration 101Q: 3 clusters Score -2049022 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -2049035.500000 Penalty: 3436.027832
	Iteration 102Q: 3 clusters Score -2049036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -2049046.125000 Penalty: 3436.027832
	Iteration 103Q: 3 clusters Score -2049046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -2049044.875000 Penalty: 3436.027832
	Iteration 104Q: 3 clusters Score -2049045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -2049054.000000 Penalty: 3436.027832
	Iteration 105Q: 3 clusters Score -2049054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -2049057.500000 Penalty: 3436.027832
	Iteration 106Q: 3 clusters Score -2049058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -2049062.000000 Penalty: 3436.027832
	Iteration 107Q: 3 clusters Score -2049062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -2049062.125000 Penalty: 3436.027832
	Iteration 108Q: 3 clusters Score -2049062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -2049062.000000 Penalty: 3436.027832
	Iteration 109Q: 3 clusters Score -2049062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -2049065.500000 Penalty: 3436.027832
	Iteration 110Q: 3 clusters Score -2049066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -2049065.125000 Penalty: 3436.027832
	Iteration 111Q: 3 clusters Score -2049065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 38007 members 
Entering Unmasked Estep 
Score: -2049064.125000 Penalty: 3436.027832
	Iteration 112Q: 3 clusters Score -2049064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -2049069.000000 Penalty: 3436.027832
	Iteration 113Q: 3 clusters Score -2049069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -2049065.625000 Penalty: 3436.027832
	Iteration 114Q: 3 clusters Score -2049066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 38012 members 
Entering Unmasked Estep 
Score: -2049068.875000 Penalty: 3436.027832
	Iteration 115Q: 3 clusters Score -2049069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 38014 members 
Entering Unmasked Estep 
Score: -2049069.250000 Penalty: 3436.027832
	Iteration 116Q: 3 clusters Score -2049069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 38014 members 
Entering Unmasked Estep 
Score: -2049071.500000 Penalty: 3436.027832
	Iteration 117Q: 3 clusters Score -2049072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -2049069.875000 Penalty: 3436.027832
	Iteration 118Q: 3 clusters Score -2049070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -2049069.875000 Penalty: 3436.027832
	Iteration 119Q: 3 clusters Score -2049070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
Score: -2049069.125000 Penalty: 3436.027832
	Iteration 120F: 3 clusters Score -2049069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -2049071.875000 Penalty: 3436.027832
	Iteration 121Q: 3 clusters Score -2049072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -2049071.875000 Penalty: 3436.027832
	Iteration 122F: 3 clusters Score -2049072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Entering Unmasked Estep 
Score: -134113.703125 Penalty: 1282.462769
	Iteration 0F: 2 clusters Score -134113.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -131569.421875 Penalty: 2564.925537
	Iteration 0F: 3 clusters Score -131569.4 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -132189.234375 Penalty: 2564.925537
	Iteration 1F: 3 clusters Score -132189.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -132333.640625 Penalty: 2564.925537
	Iteration 2F: 3 clusters Score -132333.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -132424.187500 Penalty: 2564.925537
	Iteration 3Q: 3 clusters Score -132424.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -132502.109375 Penalty: 2564.925537
	Iteration 4Q: 3 clusters Score -132502.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -132556.937500 Penalty: 2564.925537
	Iteration 5Q: 3 clusters Score -132556.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -132602.375000 Penalty: 2564.925537
	Iteration 6Q: 3 clusters Score -132602.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -132644.953125 Penalty: 2564.925537
	Iteration 7Q: 3 clusters Score -132645 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -132676.453125 Penalty: 2564.925537
	Iteration 8Q: 3 clusters Score -132676.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -132717.500000 Penalty: 2564.925537
	Iteration 9Q: 3 clusters Score -132717.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -132758.250000 Penalty: 2564.925537
	Iteration 10Q: 3 clusters Score -132758.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -132806.953125 Penalty: 2564.925537
	Iteration 11Q: 3 clusters Score -132807 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -132853.343750 Penalty: 2564.925537
	Iteration 12Q: 3 clusters Score -132853.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -132903.640625 Penalty: 2564.925537
	Iteration 13Q: 3 clusters Score -132903.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -132943.312500 Penalty: 2564.925537
	Iteration 14Q: 3 clusters Score -132943.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -132969.281250 Penalty: 2564.925537
	Iteration 15Q: 3 clusters Score -132969.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -132991.062500 Penalty: 2564.925537
	Iteration 16Q: 3 clusters Score -132991.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -133009.296875 Penalty: 2564.925537
	Iteration 17Q: 3 clusters Score -133009.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -133022.984375 Penalty: 2564.925537
	Iteration 18Q: 3 clusters Score -133023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -133035.328125 Penalty: 2564.925537
	Iteration 19Q: 3 clusters Score -133035.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -133046.875000 Penalty: 2564.925537
	Iteration 20F: 3 clusters Score -133046.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -133058.203125 Penalty: 2564.925537
	Iteration 21Q: 3 clusters Score -133058.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -133065.843750 Penalty: 2564.925537
	Iteration 22Q: 3 clusters Score -133065.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -133075.828125 Penalty: 2564.925537
	Iteration 23Q: 3 clusters Score -133075.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -133082.406250 Penalty: 2564.925537
	Iteration 24Q: 3 clusters Score -133082.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -133086.843750 Penalty: 2564.925537
	Iteration 25Q: 3 clusters Score -133086.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -133088.468750 Penalty: 2564.925537
	Iteration 26Q: 3 clusters Score -133088.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -133089.546875 Penalty: 2564.925537
	Iteration 27Q: 3 clusters Score -133089.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -133091.437500 Penalty: 2564.925537
	Iteration 28Q: 3 clusters Score -133091.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -133093.875000 Penalty: 2564.925537
	Iteration 29Q: 3 clusters Score -133093.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -133097.109375 Penalty: 2564.925537
	Iteration 30Q: 3 clusters Score -133097.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -133097.578125 Penalty: 2564.925537
	Iteration 31Q: 3 clusters Score -133097.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -133097.578125 Penalty: 2564.925537
	Iteration 32F: 3 clusters Score -133097.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Entering Unmasked Estep 
Score: -335663.312500 Penalty: 1427.699951
	Iteration 0F: 2 clusters Score -335663.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -330719.187500 Penalty: 2855.399902
	Iteration 0F: 3 clusters Score -330719.2 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -332134.531250 Penalty: 2855.399902
	Iteration 1F: 3 clusters Score -332134.5 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -332340.625000 Penalty: 2855.399902
	Iteration 2F: 3 clusters Score -332340.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -332489.875000 Penalty: 2855.399902
	Iteration 3F: 3 clusters Score -332489.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -332615.750000 Penalty: 2855.399902
	Iteration 4Q: 3 clusters Score -332615.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -332734.000000 Penalty: 2855.399902
	Iteration 5Q: 3 clusters Score -332734 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -332852.875000 Penalty: 2855.399902
	Iteration 6Q: 3 clusters Score -332852.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -332968.968750 Penalty: 2855.399902
	Iteration 7Q: 3 clusters Score -332969 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -333063.312500 Penalty: 2855.399902
	Iteration 8Q: 3 clusters Score -333063.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -333159.156250 Penalty: 2855.399902
	Iteration 9Q: 3 clusters Score -333159.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -333252.281250 Penalty: 2855.399902
	Iteration 10Q: 3 clusters Score -333252.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -333335.468750 Penalty: 2855.399902
	Iteration 11Q: 3 clusters Score -333335.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -333408.093750 Penalty: 2855.399902
	Iteration 12Q: 3 clusters Score -333408.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -333472.500000 Penalty: 2855.399902
	Iteration 13Q: 3 clusters Score -333472.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -333534.031250 Penalty: 2855.399902
	Iteration 14Q: 3 clusters Score -333534 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -333587.031250 Penalty: 2855.399902
	Iteration 15Q: 3 clusters Score -333587 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -333639.250000 Penalty: 2855.399902
	Iteration 16Q: 3 clusters Score -333639.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -333704.281250 Penalty: 2855.399902
	Iteration 17Q: 3 clusters Score -333704.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -333776.843750 Penalty: 2855.399902
	Iteration 18Q: 3 clusters Score -333776.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -333860.781250 Penalty: 2855.399902
	Iteration 19Q: 3 clusters Score -333860.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -333943.250000 Penalty: 2855.399902
	Iteration 20F: 3 clusters Score -333943.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -334006.656250 Penalty: 2855.399902
	Iteration 21Q: 3 clusters Score -334006.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -334066.062500 Penalty: 2855.399902
	Iteration 22Q: 3 clusters Score -334066.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -334121.343750 Penalty: 2855.399902
	Iteration 23Q: 3 clusters Score -334121.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -334182.468750 Penalty: 2855.399902
	Iteration 24Q: 3 clusters Score -334182.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -334233.343750 Penalty: 2855.399902
	Iteration 25Q: 3 clusters Score -334233.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -334273.343750 Penalty: 2855.399902
	Iteration 26Q: 3 clusters Score -334273.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -334315.656250 Penalty: 2855.399902
	Iteration 27Q: 3 clusters Score -334315.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -334361.500000 Penalty: 2855.399902
	Iteration 28Q: 3 clusters Score -334361.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -334399.718750 Penalty: 2855.399902
	Iteration 29Q: 3 clusters Score -334399.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -334432.843750 Penalty: 2855.399902
	Iteration 30Q: 3 clusters Score -334432.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -334455.656250 Penalty: 2855.399902
	Iteration 31Q: 3 clusters Score -334455.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -334473.687500 Penalty: 2855.399902
	Iteration 32Q: 3 clusters Score -334473.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -334482.156250 Penalty: 2855.399902
	Iteration 33Q: 3 clusters Score -334482.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -334492.406250 Penalty: 2855.399902
	Iteration 34Q: 3 clusters Score -334492.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -334501.343750 Penalty: 2855.399902
	Iteration 35Q: 3 clusters Score -334501.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -334505.250000 Penalty: 2855.399902
	Iteration 36Q: 3 clusters Score -334505.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -334507.906250 Penalty: 2855.399902
	Iteration 37Q: 3 clusters Score -334507.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -334510.656250 Penalty: 2855.399902
	Iteration 38Q: 3 clusters Score -334510.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -334513.687500 Penalty: 2855.399902
	Iteration 39Q: 3 clusters Score -334513.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -334517.656250 Penalty: 2855.399902
	Iteration 40F: 3 clusters Score -334517.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -334519.031250 Penalty: 2855.399902
	Iteration 41Q: 3 clusters Score -334519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -334523.750000 Penalty: 2855.399902
	Iteration 42Q: 3 clusters Score -334523.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -334527.125000 Penalty: 2855.399902
	Iteration 43Q: 3 clusters Score -334527.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -334530.468750 Penalty: 2855.399902
	Iteration 44Q: 3 clusters Score -334530.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -334535.156250 Penalty: 2855.399902
	Iteration 45Q: 3 clusters Score -334535.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -334538.656250 Penalty: 2855.399902
	Iteration 46Q: 3 clusters Score -334538.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -334542.125000 Penalty: 2855.399902
	Iteration 47Q: 3 clusters Score -334542.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -334544.562500 Penalty: 2855.399902
	Iteration 48Q: 3 clusters Score -334544.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -334548.125000 Penalty: 2855.399902
	Iteration 49Q: 3 clusters Score -334548.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -334551.562500 Penalty: 2855.399902
	Iteration 50Q: 3 clusters Score -334551.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -334552.656250 Penalty: 2855.399902
	Iteration 51Q: 3 clusters Score -334552.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -334552.656250 Penalty: 2855.399902
	Iteration 52Q: 3 clusters Score -334552.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -334553.281250 Penalty: 2855.399902
	Iteration 53Q: 3 clusters Score -334553.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -334554.218750 Penalty: 2855.399902
	Iteration 54Q: 3 clusters Score -334554.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -334554.843750 Penalty: 2855.399902
	Iteration 55Q: 3 clusters Score -334554.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -334554.843750 Penalty: 2855.399902
	Iteration 56Q: 3 clusters Score -334554.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -334555.125000 Penalty: 2855.399902
	Iteration 57Q: 3 clusters Score -334555.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -334556.656250 Penalty: 2855.399902
	Iteration 58Q: 3 clusters Score -334556.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -334557.218750 Penalty: 2855.399902
	Iteration 59Q: 3 clusters Score -334557.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -334557.937500 Penalty: 2855.399902
	Iteration 60F: 3 clusters Score -334557.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -334557.812500 Penalty: 2855.399902
	Iteration 61Q: 3 clusters Score -334557.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -334557.812500 Penalty: 2855.399902
	Iteration 62F: 3 clusters Score -334557.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Entering Unmasked Estep 
Score: -1139018.375000 Penalty: 1619.801758
	Iteration 0F: 2 clusters Score -1139018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1124355.125000 Penalty: 3239.603516
	Iteration 0F: 3 clusters Score -1124355 nChanged 9769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1129741.625000 Penalty: 3239.603516
	Iteration 1F: 3 clusters Score -1129742 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1130078.750000 Penalty: 3239.603516
	Iteration 2Q: 3 clusters Score -1130079 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1130486.375000 Penalty: 3239.603516
	Iteration 3Q: 3 clusters Score -1130486 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1131070.250000 Penalty: 3239.603516
	Iteration 4F: 3 clusters Score -1131070 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1131903.000000 Penalty: 3239.603516
	Iteration 5F: 3 clusters Score -1131903 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1133019.875000 Penalty: 3239.603516
	Iteration 6F: 3 clusters Score -1133020 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1134237.125000 Penalty: 3239.603516
	Iteration 7F: 3 clusters Score -1134237 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1135418.000000 Penalty: 3239.603516
	Iteration 8F: 3 clusters Score -1135418 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1136376.375000 Penalty: 3239.603516
	Iteration 9Q: 3 clusters Score -1136376 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1136945.125000 Penalty: 3239.603516
	Iteration 10Q: 3 clusters Score -1136945 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1137266.000000 Penalty: 3239.603516
	Iteration 11Q: 3 clusters Score -1137266 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1137423.250000 Penalty: 3239.603516
	Iteration 12Q: 3 clusters Score -1137423 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1137508.875000 Penalty: 3239.603516
	Iteration 13Q: 3 clusters Score -1137509 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1137548.250000 Penalty: 3239.603516
	Iteration 14Q: 3 clusters Score -1137548 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1137581.250000 Penalty: 3239.603516
	Iteration 15Q: 3 clusters Score -1137581 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1137600.000000 Penalty: 3239.603516
	Iteration 16Q: 3 clusters Score -1137600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1137606.125000 Penalty: 3239.603516
	Iteration 17Q: 3 clusters Score -1137606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1137616.375000 Penalty: 3239.603516
	Iteration 18Q: 3 clusters Score -1137616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1137625.500000 Penalty: 3239.603516
	Iteration 19Q: 3 clusters Score -1137626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1137630.500000 Penalty: 3239.603516
	Iteration 20F: 3 clusters Score -1137630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1137631.500000 Penalty: 3239.603516
	Iteration 21Q: 3 clusters Score -1137632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1137633.500000 Penalty: 3239.603516
	Iteration 22Q: 3 clusters Score -1137634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1137634.625000 Penalty: 3239.603516
	Iteration 23Q: 3 clusters Score -1137635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1137634.625000 Penalty: 3239.603516
	Iteration 24F: 3 clusters Score -1137635 nChanged 0
--- Evaluating fit on full set of 1388067 points ---
Entering Unmasked Estep 
Score: -69257672.000000 Penalty: 34474.593750
23->16 Clusters: Score -69257672.000000, best is -69532072.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 462689 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 19944 members 
Mstep: Class 3 contains 20145 members 
Mstep: Class 4 contains 20050 members 
Mstep: Class 5 contains 20053 members 
Mstep: Class 6 contains 20016 members 
Mstep: Class 7 contains 19877 members 
Mstep: Class 8 contains 20231 members 
Mstep: Class 9 contains 20215 members 
Mstep: Class 10 contains 19967 members 
Mstep: Class 11 contains 20368 members 
Mstep: Class 12 contains 19914 members 
Mstep: Class 13 contains 20363 members 
Mstep: Class 14 contains 20318 members 
Mstep: Class 15 contains 20319 members 
Mstep: Class 16 contains 20166 members 
Mstep: Class 17 contains 19945 members 
Mstep: Class 18 contains 20275 members 
Mstep: Class 19 contains 19922 members 
Mstep: Class 20 contains 20169 members 
Mstep: Class 21 contains 19981 members 
Mstep: Class 22 contains 20075 members 
Mstep: Class 23 contains 20006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 705.405518 but Gain 2119.781250
Score: -21558040.000000 Penalty: 46635.195312
Iteration 0F: 23 clusters Score -2.155804e+07 nChanged 437756
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 14021 members 
Mstep: Class 3 contains 20959 members 
Mstep: Class 4 contains 21369 members 
Mstep: Class 5 contains 21939 members 
Mstep: Class 6 contains 16125 members 
Mstep: Class 7 contains 22834 members 
Mstep: Class 8 contains 33815 members 
Mstep: Class 9 contains 21728 members 
Mstep: Class 10 contains 17986 members 
Mstep: Class 11 contains 23878 members 
Mstep: Class 12 contains 18075 members 
Mstep: Class 13 contains 20350 members 
Mstep: Class 14 contains 19475 members 
Mstep: Class 15 contains 20015 members 
Mstep: Class 16 contains 17947 members 
Mstep: Class 18 contains 27360 members 
Mstep: Class 19 contains 17541 members 
Mstep: Class 20 contains 17831 members 
Mstep: Class 21 contains 18363 members 
Mstep: Class 22 contains 27349 members 
Mstep: Class 23 contains 17400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22525164.000000 Penalty: 46635.195312
Iteration 1F: 23 clusters Score -2.252516e+07 nChanged 113971
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 12078 members 
Mstep: Class 3 contains 23259 members 
Mstep: Class 4 contains 23842 members 
Mstep: Class 5 contains 24481 members 
Mstep: Class 6 contains 15007 members 
Mstep: Class 7 contains 23921 members 
Mstep: Class 8 contains 41180 members 
Mstep: Class 9 contains 18821 members 
Mstep: Class 10 contains 16963 members 
Mstep: Class 11 contains 22099 members 
Mstep: Class 12 contains 17547 members 
Mstep: Class 13 contains 17258 members 
Mstep: Class 14 contains 18197 members 
Mstep: Class 15 contains 17534 members 
Mstep: Class 16 contains 15043 members 
Mstep: Class 18 contains 33561 members 
Mstep: Class 19 contains 16430 members 
Mstep: Class 20 contains 15966 members 
Mstep: Class 21 contains 16582 members 
Mstep: Class 22 contains 29770 members 
Mstep: Class 23 contains 16477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22637748.000000 Penalty: 46635.195312
Iteration 2F: 23 clusters Score -2.263775e+07 nChanged 93494
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 10489 members 
Mstep: Class 3 contains 24835 members 
Mstep: Class 4 contains 24938 members 
Mstep: Class 5 contains 25741 members 
Mstep: Class 6 contains 14425 members 
Mstep: Class 7 contains 24053 members 
Mstep: Class 8 contains 49641 members 
Mstep: Class 9 contains 15782 members 
Mstep: Class 10 contains 16032 members 
Mstep: Class 11 contains 19642 members 
Mstep: Class 12 contains 16226 members 
Mstep: Class 13 contains 14661 members 
Mstep: Class 14 contains 17048 members 
Mstep: Class 15 contains 15043 members 
Mstep: Class 16 contains 12484 members 
Mstep: Class 18 contains 40156 members 
Mstep: Class 19 contains 15756 members 
Mstep: Class 20 contains 15816 members 
Mstep: Class 21 contains 14270 members 
Mstep: Class 22 contains 31096 members 
Mstep: Class 23 contains 16526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22713584.000000 Penalty: 46635.195312
Iteration 3F: 23 clusters Score -2.271358e+07 nChanged 77452
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 8989 members 
Mstep: Class 3 contains 25705 members 
Mstep: Class 4 contains 24451 members 
Mstep: Class 5 contains 25688 members 
Mstep: Class 6 contains 14348 members 
Mstep: Class 7 contains 22978 members 
Mstep: Class 8 contains 58893 members 
Mstep: Class 9 contains 13208 members 
Mstep: Class 10 contains 14774 members 
Mstep: Class 11 contains 16981 members 
Mstep: Class 12 contains 14775 members 
Mstep: Class 13 contains 12335 members 
Mstep: Class 14 contains 15601 members 
Mstep: Class 15 contains 13064 members 
Mstep: Class 16 contains 10498 members 
Mstep: Class 18 contains 46880 members 
Mstep: Class 19 contains 15163 members 
Mstep: Class 20 contains 16705 members 
Mstep: Class 21 contains 11759 members 
Mstep: Class 22 contains 32114 members 
Mstep: Class 23 contains 17689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22772770.000000 Penalty: 46635.195312
Iteration 4F: 23 clusters Score -2.277277e+07 nChanged 68731
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 7553 members 
Mstep: Class 3 contains 26419 members 
Mstep: Class 4 contains 22833 members 
Mstep: Class 5 contains 24720 members 
Mstep: Class 6 contains 14425 members 
Mstep: Class 7 contains 20850 members 
Mstep: Class 8 contains 69371 members 
Mstep: Class 9 contains 11280 members 
Mstep: Class 10 contains 13448 members 
Mstep: Class 11 contains 14158 members 
Mstep: Class 12 contains 13354 members 
Mstep: Class 13 contains 10266 members 
Mstep: Class 14 contains 13697 members 
Mstep: Class 15 contains 11373 members 
Mstep: Class 16 contains 8735 members 
Mstep: Class 18 contains 53927 members 
Mstep: Class 19 contains 14448 members 
Mstep: Class 20 contains 18039 members 
Mstep: Class 21 contains 9210 members 
Mstep: Class 22 contains 33127 members 
Mstep: Class 23 contains 19793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22823600.000000 Penalty: 46635.195312
Iteration 5F: 23 clusters Score -2.28236e+07 nChanged 62811
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 6324 members 
Mstep: Class 3 contains 27313 members 
Mstep: Class 4 contains 20519 members 
Mstep: Class 5 contains 23029 members 
Mstep: Class 6 contains 14533 members 
Mstep: Class 7 contains 17945 members 
Mstep: Class 8 contains 81203 members 
Mstep: Class 9 contains 9659 members 
Mstep: Class 10 contains 12354 members 
Mstep: Class 11 contains 11536 members 
Mstep: Class 12 contains 12031 members 
Mstep: Class 13 contains 8432 members 
Mstep: Class 14 contains 11410 members 
Mstep: Class 15 contains 9945 members 
Mstep: Class 16 contains 7088 members 
Mstep: Class 18 contains 61280 members 
Mstep: Class 19 contains 13506 members 
Mstep: Class 20 contains 19165 members 
Mstep: Class 21 contains 6748 members 
Mstep: Class 22 contains 34075 members 
Mstep: Class 23 contains 22135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22870544.000000 Penalty: 46635.195312
Iteration 6F: 23 clusters Score -2.287054e+07 nChanged 58210
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 5264 members 
Mstep: Class 3 contains 28237 members 
Mstep: Class 4 contains 18042 members 
Mstep: Class 5 contains 20389 members 
Mstep: Class 6 contains 14439 members 
Mstep: Class 7 contains 14558 members 
Mstep: Class 8 contains 94500 members 
Mstep: Class 9 contains 7995 members 
Mstep: Class 10 contains 11315 members 
Mstep: Class 11 contains 9234 members 
Mstep: Class 12 contains 10895 members 
Mstep: Class 13 contains 6905 members 
Mstep: Class 14 contains 8970 members 
Mstep: Class 15 contains 8945 members 
Mstep: Class 16 contains 5483 members 
Mstep: Class 18 contains 68950 members 
Mstep: Class 19 contains 12141 members 
Mstep: Class 20 contains 20112 members 
Mstep: Class 21 contains 4651 members 
Mstep: Class 22 contains 35310 members 
Mstep: Class 23 contains 24279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22914106.000000 Penalty: 46635.195312
Iteration 7F: 23 clusters Score -2.291411e+07 nChanged 53211
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 4336 members 
Mstep: Class 3 contains 29087 members 
Mstep: Class 4 contains 15544 members 
Mstep: Class 5 contains 17255 members 
Mstep: Class 6 contains 14167 members 
Mstep: Class 7 contains 11140 members 
Mstep: Class 8 contains 108523 members 
Mstep: Class 9 contains 6402 members 
Mstep: Class 10 contains 10329 members 
Mstep: Class 11 contains 7259 members 
Mstep: Class 12 contains 10089 members 
Mstep: Class 13 contains 5839 members 
Mstep: Class 14 contains 6604 members 
Mstep: Class 15 contains 8422 members 
Mstep: Class 16 contains 4067 members 
Mstep: Class 18 contains 76213 members 
Mstep: Class 19 contains 10567 members 
Mstep: Class 20 contains 20546 members 
Mstep: Class 21 contains 3027 members 
Mstep: Class 22 contains 36759 members 
Mstep: Class 23 contains 25913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1842.857056 but Gain 2119.781250
Score: -22953376.000000 Penalty: 44515.414062
Iteration 8F: 22 clusters Score -2.295338e+07 nChanged 50008
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 3627 members 
Mstep: Class 3 contains 29513 members 
Mstep: Class 4 contains 13296 members 
Mstep: Class 5 contains 14019 members 
Mstep: Class 6 contains 13890 members 
Mstep: Class 7 contains 8203 members 
Mstep: Class 8 contains 122689 members 
Mstep: Class 9 contains 4917 members 
Mstep: Class 10 contains 9463 members 
Mstep: Class 11 contains 5821 members 
Mstep: Class 12 contains 9763 members 
Mstep: Class 13 contains 5328 members 
Mstep: Class 14 contains 4540 members 
Mstep: Class 15 contains 8161 members 
Mstep: Class 16 contains 2952 members 
Mstep: Class 18 contains 83261 members 
Mstep: Class 19 contains 8930 members 
Mstep: Class 20 contains 20445 members 
Mstep: Class 22 contains 38346 members 
Mstep: Class 23 contains 27161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22990894.000000 Penalty: 44515.414062
Iteration 9F: 22 clusters Score -2.299089e+07 nChanged 41886
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 3096 members 
Mstep: Class 3 contains 29332 members 
Mstep: Class 4 contains 11315 members 
Mstep: Class 5 contains 10982 members 
Mstep: Class 6 contains 13385 members 
Mstep: Class 7 contains 5832 members 
Mstep: Class 8 contains 135313 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 8413 members 
Mstep: Class 11 contains 4679 members 
Mstep: Class 12 contains 9646 members 
Mstep: Class 13 contains 4985 members 
Mstep: Class 14 contains 2918 members 
Mstep: Class 15 contains 7982 members 
Mstep: Class 16 contains 2119 members 
Mstep: Class 18 contains 88828 members 
Mstep: Class 19 contains 7187 members 
Mstep: Class 20 contains 19922 members 
Mstep: Class 22 contains 39593 members 
Mstep: Class 23 contains 28014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1803.135986 but Gain 2119.781250
Score: -23019600.000000 Penalty: 42395.632812
Iteration 10F: 21 clusters Score -2.30196e+07 nChanged 37028
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 2785 members 
Mstep: Class 3 contains 28864 members 
Mstep: Class 4 contains 9773 members 
Mstep: Class 5 contains 8615 members 
Mstep: Class 6 contains 12811 members 
Mstep: Class 7 contains 4105 members 
Mstep: Class 8 contains 147094 members 
Mstep: Class 9 contains 2458 members 
Mstep: Class 10 contains 7512 members 
Mstep: Class 11 contains 3865 members 
Mstep: Class 12 contains 9773 members 
Mstep: Class 13 contains 4974 members 
Mstep: Class 15 contains 7897 members 
Mstep: Class 16 contains 1548 members 
Mstep: Class 18 contains 93526 members 
Mstep: Class 19 contains 5653 members 
Mstep: Class 20 contains 19197 members 
Mstep: Class 22 contains 40586 members 
Mstep: Class 23 contains 28553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1767.595947 but Gain 2119.781250
Score: -23044540.000000 Penalty: 40275.851562
Iteration 11F: 20 clusters Score -2.304454e+07 nChanged 29421
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 2718 members 
Mstep: Class 3 contains 28229 members 
Mstep: Class 4 contains 8534 members 
Mstep: Class 5 contains 7006 members 
Mstep: Class 6 contains 12265 members 
Mstep: Class 7 contains 2902 members 
Mstep: Class 8 contains 156502 members 
Mstep: Class 9 contains 1687 members 
Mstep: Class 10 contains 6778 members 
Mstep: Class 11 contains 3305 members 
Mstep: Class 12 contains 9843 members 
Mstep: Class 13 contains 5057 members 
Mstep: Class 15 contains 7701 members 
Mstep: Class 18 contains 96837 members 
Mstep: Class 19 contains 4369 members 
Mstep: Class 20 contains 18596 members 
Mstep: Class 22 contains 40832 members 
Mstep: Class 23 contains 28745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1778.909668 but Gain 2119.781250
Score: -23061844.000000 Penalty: 38156.070312
Iteration 12F: 19 clusters Score -2.306184e+07 nChanged 24136
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 2785 members 
Mstep: Class 3 contains 27477 members 
Mstep: Class 4 contains 7544 members 
Mstep: Class 5 contains 5879 members 
Mstep: Class 6 contains 11694 members 
Mstep: Class 7 contains 2100 members 
Mstep: Class 8 contains 164294 members 
Mstep: Class 10 contains 6183 members 
Mstep: Class 11 contains 2949 members 
Mstep: Class 12 contains 10074 members 
Mstep: Class 13 contains 5246 members 
Mstep: Class 15 contains 7464 members 
Mstep: Class 18 contains 99462 members 
Mstep: Class 19 contains 3394 members 
Mstep: Class 20 contains 17940 members 
Mstep: Class 22 contains 40582 members 
Mstep: Class 23 contains 28627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1606.723022 but Gain 2119.781250
Score: -23076380.000000 Penalty: 36036.289062
Iteration 13F: 18 clusters Score -2.307638e+07 nChanged 20658
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 2913 members 
Mstep: Class 3 contains 27065 members 
Mstep: Class 4 contains 6694 members 
Mstep: Class 5 contains 5191 members 
Mstep: Class 6 contains 11160 members 
Mstep: Class 8 contains 171177 members 
Mstep: Class 10 contains 5697 members 
Mstep: Class 11 contains 2711 members 
Mstep: Class 12 contains 10263 members 
Mstep: Class 13 contains 5479 members 
Mstep: Class 15 contains 7304 members 
Mstep: Class 18 contains 100993 members 
Mstep: Class 19 contains 2693 members 
Mstep: Class 20 contains 17339 members 
Mstep: Class 22 contains 40009 members 
Mstep: Class 23 contains 28400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23087868.000000 Penalty: 36036.289062
Iteration 14Q: 18 clusters Score -2.308787e+07 nChanged 16338
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 3092 members 
Mstep: Class 3 contains 26463 members 
Mstep: Class 4 contains 6091 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 10718 members 
Mstep: Class 8 contains 175844 members 
Mstep: Class 10 contains 5316 members 
Mstep: Class 11 contains 2570 members 
Mstep: Class 12 contains 10448 members 
Mstep: Class 13 contains 5737 members 
Mstep: Class 15 contains 7127 members 
Mstep: Class 18 contains 101950 members 
Mstep: Class 19 contains 2210 members 
Mstep: Class 20 contains 16891 members 
Mstep: Class 22 contains 38953 members 
Mstep: Class 23 contains 28144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23094658.000000 Penalty: 36036.289062
Iteration 15Q: 18 clusters Score -2.309466e+07 nChanged 14251
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 3211 members 
Mstep: Class 3 contains 26030 members 
Mstep: Class 4 contains 5636 members 
Mstep: Class 5 contains 4521 members 
Mstep: Class 6 contains 10325 members 
Mstep: Class 8 contains 179909 members 
Mstep: Class 10 contains 4980 members 
Mstep: Class 11 contains 2498 members 
Mstep: Class 12 contains 10652 members 
Mstep: Class 13 contains 6002 members 
Mstep: Class 15 contains 6983 members 
Mstep: Class 18 contains 102497 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 16655 members 
Mstep: Class 22 contains 37774 members 
Mstep: Class 23 contains 27824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23100364.000000 Penalty: 36036.289062
Iteration 16Q: 18 clusters Score -2.310036e+07 nChanged 12789
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 3279 members 
Mstep: Class 3 contains 25682 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 4386 members 
Mstep: Class 6 contains 9971 members 
Mstep: Class 8 contains 183381 members 
Mstep: Class 10 contains 4745 members 
Mstep: Class 11 contains 2464 members 
Mstep: Class 12 contains 10881 members 
Mstep: Class 13 contains 6284 members 
Mstep: Class 15 contains 6823 members 
Mstep: Class 18 contains 102792 members 
Mstep: Class 19 contains 1661 members 
Mstep: Class 20 contains 16510 members 
Mstep: Class 22 contains 36469 members 
Mstep: Class 23 contains 27527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23105284.000000 Penalty: 36036.289062
Iteration 17Q: 18 clusters Score -2.310528e+07 nChanged 11432
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 25398 members 
Mstep: Class 4 contains 5005 members 
Mstep: Class 5 contains 4293 members 
Mstep: Class 6 contains 9664 members 
Mstep: Class 8 contains 186516 members 
Mstep: Class 10 contains 4550 members 
Mstep: Class 11 contains 2448 members 
Mstep: Class 12 contains 11119 members 
Mstep: Class 13 contains 6573 members 
Mstep: Class 15 contains 6686 members 
Mstep: Class 18 contains 102865 members 
Mstep: Class 19 contains 1528 members 
Mstep: Class 20 contains 16477 members 
Mstep: Class 22 contains 35135 members 
Mstep: Class 23 contains 27145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23109046.000000 Penalty: 36036.289062
Iteration 18Q: 18 clusters Score -2.310905e+07 nChanged 10445
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 3298 members 
Mstep: Class 3 contains 25154 members 
Mstep: Class 4 contains 4766 members 
Mstep: Class 5 contains 4239 members 
Mstep: Class 6 contains 9382 members 
Mstep: Class 8 contains 189439 members 
Mstep: Class 10 contains 4396 members 
Mstep: Class 11 contains 2452 members 
Mstep: Class 12 contains 11370 members 
Mstep: Class 13 contains 6834 members 
Mstep: Class 15 contains 6539 members 
Mstep: Class 18 contains 102776 members 
Mstep: Class 19 contains 1434 members 
Mstep: Class 20 contains 16512 members 
Mstep: Class 22 contains 33856 members 
Mstep: Class 23 contains 26739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23111958.000000 Penalty: 36036.289062
Iteration 19Q: 18 clusters Score -2.311196e+07 nChanged 9280
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 3253 members 
Mstep: Class 3 contains 24900 members 
Mstep: Class 4 contains 4570 members 
Mstep: Class 5 contains 4165 members 
Mstep: Class 6 contains 9130 members 
Mstep: Class 8 contains 192231 members 
Mstep: Class 10 contains 4297 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 11556 members 
Mstep: Class 13 contains 7060 members 
Mstep: Class 15 contains 6392 members 
Mstep: Class 18 contains 102512 members 
Mstep: Class 19 contains 1385 members 
Mstep: Class 20 contains 16598 members 
Mstep: Class 22 contains 32675 members 
Mstep: Class 23 contains 26349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23114366.000000 Penalty: 36036.289062
Iteration 20F: 18 clusters Score -2.311437e+07 nChanged 8748
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 3201 members 
Mstep: Class 3 contains 24721 members 
Mstep: Class 4 contains 4369 members 
Mstep: Class 5 contains 4099 members 
Mstep: Class 6 contains 8906 members 
Mstep: Class 8 contains 194918 members 
Mstep: Class 10 contains 4207 members 
Mstep: Class 11 contains 2469 members 
Mstep: Class 12 contains 11742 members 
Mstep: Class 13 contains 7273 members 
Mstep: Class 15 contains 6236 members 
Mstep: Class 18 contains 102152 members 
Mstep: Class 19 contains 1386 members 
Mstep: Class 20 contains 16672 members 
Mstep: Class 22 contains 31490 members 
Mstep: Class 23 contains 25984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23116754.000000 Penalty: 36036.289062
Iteration 21Q: 18 clusters Score -2.311675e+07 nChanged 8246
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 3151 members 
Mstep: Class 3 contains 24525 members 
Mstep: Class 4 contains 4169 members 
Mstep: Class 5 contains 4047 members 
Mstep: Class 6 contains 8705 members 
Mstep: Class 8 contains 197509 members 
Mstep: Class 10 contains 4126 members 
Mstep: Class 11 contains 2466 members 
Mstep: Class 12 contains 11909 members 
Mstep: Class 13 contains 7468 members 
Mstep: Class 15 contains 6090 members 
Mstep: Class 18 contains 101805 members 
Mstep: Class 19 contains 1398 members 
Mstep: Class 20 contains 16722 members 
Mstep: Class 22 contains 30391 members 
Mstep: Class 23 contains 25598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23118788.000000 Penalty: 36036.289062
Iteration 22Q: 18 clusters Score -2.311879e+07 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 3100 members 
Mstep: Class 3 contains 24313 members 
Mstep: Class 4 contains 3984 members 
Mstep: Class 5 contains 4035 members 
Mstep: Class 6 contains 8480 members 
Mstep: Class 8 contains 199969 members 
Mstep: Class 10 contains 4041 members 
Mstep: Class 11 contains 2452 members 
Mstep: Class 12 contains 12040 members 
Mstep: Class 13 contains 7673 members 
Mstep: Class 15 contains 5954 members 
Mstep: Class 18 contains 101435 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 16820 members 
Mstep: Class 22 contains 29398 members 
Mstep: Class 23 contains 25172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23120660.000000 Penalty: 36036.289062
Iteration 23Q: 18 clusters Score -2.312066e+07 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 3071 members 
Mstep: Class 3 contains 24105 members 
Mstep: Class 4 contains 3800 members 
Mstep: Class 5 contains 4027 members 
Mstep: Class 6 contains 8265 members 
Mstep: Class 8 contains 202405 members 
Mstep: Class 10 contains 3964 members 
Mstep: Class 11 contains 2402 members 
Mstep: Class 12 contains 12151 members 
Mstep: Class 13 contains 7872 members 
Mstep: Class 15 contains 5812 members 
Mstep: Class 18 contains 101005 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 16943 members 
Mstep: Class 22 contains 28479 members 
Mstep: Class 23 contains 24744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23122336.000000 Penalty: 36036.289062
Iteration 24Q: 18 clusters Score -2.312234e+07 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 3055 members 
Mstep: Class 3 contains 23895 members 
Mstep: Class 4 contains 3662 members 
Mstep: Class 5 contains 4073 members 
Mstep: Class 6 contains 8069 members 
Mstep: Class 8 contains 204687 members 
Mstep: Class 10 contains 3883 members 
Mstep: Class 11 contains 2368 members 
Mstep: Class 12 contains 12230 members 
Mstep: Class 13 contains 8028 members 
Mstep: Class 15 contains 5635 members 
Mstep: Class 18 contains 100616 members 
Mstep: Class 19 contains 1459 members 
Mstep: Class 20 contains 17083 members 
Mstep: Class 22 contains 27634 members 
Mstep: Class 23 contains 24268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23123854.000000 Penalty: 36036.289062
Iteration 25Q: 18 clusters Score -2.312385e+07 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 3061 members 
Mstep: Class 3 contains 23691 members 
Mstep: Class 4 contains 3515 members 
Mstep: Class 5 contains 4142 members 
Mstep: Class 6 contains 7865 members 
Mstep: Class 8 contains 206921 members 
Mstep: Class 10 contains 3791 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 12312 members 
Mstep: Class 13 contains 8182 members 
Mstep: Class 15 contains 5436 members 
Mstep: Class 18 contains 100242 members 
Mstep: Class 19 contains 1486 members 
Mstep: Class 20 contains 17230 members 
Mstep: Class 22 contains 26794 members 
Mstep: Class 23 contains 23764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23125122.000000 Penalty: 36036.289062
Iteration 26Q: 18 clusters Score -2.312512e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 23497 members 
Mstep: Class 4 contains 3365 members 
Mstep: Class 5 contains 4181 members 
Mstep: Class 6 contains 7697 members 
Mstep: Class 8 contains 209164 members 
Mstep: Class 10 contains 3703 members 
Mstep: Class 11 contains 2311 members 
Mstep: Class 12 contains 12361 members 
Mstep: Class 13 contains 8331 members 
Mstep: Class 15 contains 5264 members 
Mstep: Class 18 contains 99889 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 17327 members 
Mstep: Class 22 contains 25976 members 
Mstep: Class 23 contains 23224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23126508.000000 Penalty: 36036.289062
Iteration 27Q: 18 clusters Score -2.312651e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 3070 members 
Mstep: Class 3 contains 23328 members 
Mstep: Class 4 contains 3247 members 
Mstep: Class 5 contains 4237 members 
Mstep: Class 6 contains 7547 members 
Mstep: Class 8 contains 211487 members 
Mstep: Class 10 contains 3631 members 
Mstep: Class 11 contains 2289 members 
Mstep: Class 12 contains 12364 members 
Mstep: Class 13 contains 8459 members 
Mstep: Class 15 contains 5101 members 
Mstep: Class 18 contains 99464 members 
Mstep: Class 19 contains 1557 members 
Mstep: Class 20 contains 17359 members 
Mstep: Class 22 contains 25236 members 
Mstep: Class 23 contains 22606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23127988.000000 Penalty: 36036.289062
Iteration 28Q: 18 clusters Score -2.312799e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 3072 members 
Mstep: Class 3 contains 23148 members 
Mstep: Class 4 contains 3146 members 
Mstep: Class 5 contains 4273 members 
Mstep: Class 6 contains 7420 members 
Mstep: Class 8 contains 213911 members 
Mstep: Class 10 contains 3566 members 
Mstep: Class 11 contains 2272 members 
Mstep: Class 12 contains 12339 members 
Mstep: Class 13 contains 8587 members 
Mstep: Class 15 contains 4955 members 
Mstep: Class 18 contains 99028 members 
Mstep: Class 19 contains 1590 members 
Mstep: Class 20 contains 17384 members 
Mstep: Class 22 contains 24519 members 
Mstep: Class 23 contains 21883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23129212.000000 Penalty: 36036.289062
Iteration 29Q: 18 clusters Score -2.312921e+07 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 3072 members 
Mstep: Class 3 contains 22943 members 
Mstep: Class 4 contains 2999 members 
Mstep: Class 5 contains 4313 members 
Mstep: Class 6 contains 7315 members 
Mstep: Class 8 contains 216321 members 
Mstep: Class 10 contains 3496 members 
Mstep: Class 11 contains 2265 members 
Mstep: Class 12 contains 12337 members 
Mstep: Class 13 contains 8721 members 
Mstep: Class 15 contains 4818 members 
Mstep: Class 18 contains 98648 members 
Mstep: Class 19 contains 1618 members 
Mstep: Class 20 contains 17345 members 
Mstep: Class 22 contains 23822 members 
Mstep: Class 23 contains 21158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23130736.000000 Penalty: 36036.289062
Iteration 30Q: 18 clusters Score -2.313074e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 3061 members 
Mstep: Class 3 contains 22760 members 
Mstep: Class 4 contains 2892 members 
Mstep: Class 5 contains 4353 members 
Mstep: Class 6 contains 7214 members 
Mstep: Class 8 contains 218504 members 
Mstep: Class 10 contains 3451 members 
Mstep: Class 11 contains 2272 members 
Mstep: Class 12 contains 12301 members 
Mstep: Class 13 contains 8803 members 
Mstep: Class 15 contains 4699 members 
Mstep: Class 18 contains 98268 members 
Mstep: Class 19 contains 1657 members 
Mstep: Class 20 contains 17281 members 
Mstep: Class 22 contains 23180 members 
Mstep: Class 23 contains 20581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23132144.000000 Penalty: 36036.289062
Iteration 31Q: 18 clusters Score -2.313214e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 3048 members 
Mstep: Class 3 contains 22557 members 
Mstep: Class 4 contains 2784 members 
Mstep: Class 5 contains 4359 members 
Mstep: Class 6 contains 7116 members 
Mstep: Class 8 contains 220584 members 
Mstep: Class 10 contains 3420 members 
Mstep: Class 11 contains 2263 members 
Mstep: Class 12 contains 12242 members 
Mstep: Class 13 contains 8884 members 
Mstep: Class 15 contains 4591 members 
Mstep: Class 18 contains 97863 members 
Mstep: Class 19 contains 1704 members 
Mstep: Class 20 contains 17170 members 
Mstep: Class 22 contains 22591 members 
Mstep: Class 23 contains 20193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23133176.000000 Penalty: 36036.289062
Iteration 32Q: 18 clusters Score -2.313318e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 3048 members 
Mstep: Class 3 contains 22359 members 
Mstep: Class 4 contains 2674 members 
Mstep: Class 5 contains 4352 members 
Mstep: Class 6 contains 7025 members 
Mstep: Class 8 contains 222441 members 
Mstep: Class 10 contains 3386 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 12176 members 
Mstep: Class 13 contains 8963 members 
Mstep: Class 15 contains 4464 members 
Mstep: Class 18 contains 97429 members 
Mstep: Class 19 contains 1738 members 
Mstep: Class 20 contains 17037 members 
Mstep: Class 22 contains 22075 members 
Mstep: Class 23 contains 20012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23133788.000000 Penalty: 36036.289062
Iteration 33Q: 18 clusters Score -2.313379e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 3056 members 
Mstep: Class 3 contains 22147 members 
Mstep: Class 4 contains 2588 members 
Mstep: Class 5 contains 4344 members 
Mstep: Class 6 contains 6959 members 
Mstep: Class 8 contains 224172 members 
Mstep: Class 10 contains 3354 members 
Mstep: Class 11 contains 2227 members 
Mstep: Class 12 contains 12095 members 
Mstep: Class 13 contains 9052 members 
Mstep: Class 15 contains 4335 members 
Mstep: Class 18 contains 96997 members 
Mstep: Class 19 contains 1763 members 
Mstep: Class 20 contains 16916 members 
Mstep: Class 22 contains 21591 members 
Mstep: Class 23 contains 19887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23134318.000000 Penalty: 36036.289062
Iteration 34Q: 18 clusters Score -2.313432e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 3059 members 
Mstep: Class 3 contains 21919 members 
Mstep: Class 4 contains 2496 members 
Mstep: Class 5 contains 4335 members 
Mstep: Class 6 contains 6895 members 
Mstep: Class 8 contains 225902 members 
Mstep: Class 10 contains 3335 members 
Mstep: Class 11 contains 2207 members 
Mstep: Class 12 contains 12004 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 4188 members 
Mstep: Class 18 contains 96506 members 
Mstep: Class 19 contains 1792 members 
Mstep: Class 20 contains 16791 members 
Mstep: Class 22 contains 21125 members 
Mstep: Class 23 contains 19807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23134842.000000 Penalty: 36036.289062
Iteration 35Q: 18 clusters Score -2.313484e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 3062 members 
Mstep: Class 3 contains 21691 members 
Mstep: Class 4 contains 2418 members 
Mstep: Class 5 contains 4323 members 
Mstep: Class 6 contains 6837 members 
Mstep: Class 8 contains 227601 members 
Mstep: Class 10 contains 3311 members 
Mstep: Class 11 contains 2193 members 
Mstep: Class 12 contains 11880 members 
Mstep: Class 13 contains 9212 members 
Mstep: Class 15 contains 4066 members 
Mstep: Class 18 contains 96000 members 
Mstep: Class 19 contains 1810 members 
Mstep: Class 20 contains 16654 members 
Mstep: Class 22 contains 20694 members 
Mstep: Class 23 contains 19804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23135116.000000 Penalty: 36036.289062
Iteration 36Q: 18 clusters Score -2.313512e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 3070 members 
Mstep: Class 3 contains 21486 members 
Mstep: Class 4 contains 2361 members 
Mstep: Class 5 contains 4307 members 
Mstep: Class 6 contains 6788 members 
Mstep: Class 8 contains 229269 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 12 contains 11733 members 
Mstep: Class 13 contains 9252 members 
Mstep: Class 15 contains 3953 members 
Mstep: Class 18 contains 95479 members 
Mstep: Class 19 contains 1832 members 
Mstep: Class 20 contains 16504 members 
Mstep: Class 22 contains 20261 members 
Mstep: Class 23 contains 19833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23135588.000000 Penalty: 36036.289062
Iteration 37Q: 18 clusters Score -2.313559e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 3073 members 
Mstep: Class 3 contains 21284 members 
Mstep: Class 4 contains 2301 members 
Mstep: Class 5 contains 4277 members 
Mstep: Class 6 contains 6756 members 
Mstep: Class 8 contains 230891 members 
Mstep: Class 10 contains 3269 members 
Mstep: Class 11 contains 2158 members 
Mstep: Class 12 contains 11562 members 
Mstep: Class 13 contains 9274 members 
Mstep: Class 15 contains 3828 members 
Mstep: Class 18 contains 95018 members 
Mstep: Class 19 contains 1840 members 
Mstep: Class 20 contains 16358 members 
Mstep: Class 22 contains 19859 members 
Mstep: Class 23 contains 19854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23135940.000000 Penalty: 36036.289062
Iteration 38Q: 18 clusters Score -2.313594e+07 nChanged 2700
Entering ConstructFrom: 
Score: -23135940.000000 Penalty: 36036.289062
Entering ConstructFrom: 
Trying to split cluster 1 (11078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Entering Unmasked Estep 
Score: -542830.250000 Penalty: 1513.316406
	Iteration 0F: 2 clusters Score -542830.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -535054.625000 Penalty: 3026.632812
	Iteration 0F: 3 clusters Score -535054.6 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -537700.937500 Penalty: 3026.632812
	Iteration 1F: 3 clusters Score -537700.9 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -538483.125000 Penalty: 3026.632812
	Iteration 2F: 3 clusters Score -538483.1 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -539561.187500 Penalty: 3026.632812
	Iteration 3F: 3 clusters Score -539561.2 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -540775.562500 Penalty: 3026.632812
	Iteration 4F: 3 clusters Score -540775.6 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -541750.437500 Penalty: 3026.632812
	Iteration 5F: 3 clusters Score -541750.4 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -542361.375000 Penalty: 3026.632812
	Iteration 6F: 3 clusters Score -542361.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -542636.375000 Penalty: 3026.632812
	Iteration 7Q: 3 clusters Score -542636.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -542756.812500 Penalty: 3026.632812
	Iteration 8Q: 3 clusters Score -542756.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -542821.187500 Penalty: 3026.632812
	Iteration 9Q: 3 clusters Score -542821.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -542861.687500 Penalty: 3026.632812
	Iteration 10Q: 3 clusters Score -542861.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -542891.437500 Penalty: 3026.632812
	Iteration 11Q: 3 clusters Score -542891.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -542920.812500 Penalty: 3026.632812
	Iteration 12Q: 3 clusters Score -542920.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -542939.562500 Penalty: 3026.632812
	Iteration 13Q: 3 clusters Score -542939.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -542955.875000 Penalty: 3026.632812
	Iteration 14Q: 3 clusters Score -542955.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -542968.875000 Penalty: 3026.632812
	Iteration 15Q: 3 clusters Score -542968.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -542981.187500 Penalty: 3026.632812
	Iteration 16Q: 3 clusters Score -542981.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -542995.000000 Penalty: 3026.632812
	Iteration 17Q: 3 clusters Score -542995 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -543007.062500 Penalty: 3026.632812
	Iteration 18Q: 3 clusters Score -543007.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -543014.000000 Penalty: 3026.632812
	Iteration 19Q: 3 clusters Score -543014 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -543021.875000 Penalty: 3026.632812
	Iteration 20F: 3 clusters Score -543021.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -543030.250000 Penalty: 3026.632812
	Iteration 21Q: 3 clusters Score -543030.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -543040.750000 Penalty: 3026.632812
	Iteration 22Q: 3 clusters Score -543040.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -543046.812500 Penalty: 3026.632812
	Iteration 23Q: 3 clusters Score -543046.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -543054.937500 Penalty: 3026.632812
	Iteration 24Q: 3 clusters Score -543054.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -543060.687500 Penalty: 3026.632812
	Iteration 25Q: 3 clusters Score -543060.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -543063.687500 Penalty: 3026.632812
	Iteration 26Q: 3 clusters Score -543063.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -543070.250000 Penalty: 3026.632812
	Iteration 27Q: 3 clusters Score -543070.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -543076.625000 Penalty: 3026.632812
	Iteration 28Q: 3 clusters Score -543076.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -543083.000000 Penalty: 3026.632812
	Iteration 29Q: 3 clusters Score -543083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -543091.500000 Penalty: 3026.632812
	Iteration 30Q: 3 clusters Score -543091.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -543100.000000 Penalty: 3026.632812
	Iteration 31Q: 3 clusters Score -543100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -543106.562500 Penalty: 3026.632812
	Iteration 32Q: 3 clusters Score -543106.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -543110.875000 Penalty: 3026.632812
	Iteration 33Q: 3 clusters Score -543110.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -543113.250000 Penalty: 3026.632812
	Iteration 34Q: 3 clusters Score -543113.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -543116.562500 Penalty: 3026.632812
	Iteration 35Q: 3 clusters Score -543116.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -543124.437500 Penalty: 3026.632812
	Iteration 36Q: 3 clusters Score -543124.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -543134.125000 Penalty: 3026.632812
	Iteration 37Q: 3 clusters Score -543134.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -543145.625000 Penalty: 3026.632812
	Iteration 38Q: 3 clusters Score -543145.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -543148.750000 Penalty: 3026.632812
	Iteration 39Q: 3 clusters Score -543148.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -543151.312500 Penalty: 3026.632812
	Iteration 40F: 3 clusters Score -543151.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -543152.562500 Penalty: 3026.632812
	Iteration 41Q: 3 clusters Score -543152.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -543151.875000 Penalty: 3026.632812
	Iteration 42Q: 3 clusters Score -543151.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -543151.875000 Penalty: 3026.632812
	Iteration 43F: 3 clusters Score -543151.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 21112 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 4253 members 
Mstep: Class 6 contains 6731 members 
Mstep: Class 7 contains 9988 members 
Mstep: Class 8 contains 232429 members 
Mstep: Class 10 contains 3251 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 11383 members 
Mstep: Class 13 contains 9298 members 
Mstep: Class 15 contains 3689 members 
Mstep: Class 18 contains 94589 members 
Mstep: Class 19 contains 1850 members 
Mstep: Class 20 contains 16222 members 
Mstep: Class 22 contains 19477 members 
Mstep: Class 23 contains 19864 members 
Entering Unmasked Estep 
Score: -23135788.000000 Penalty: 38156.070312
Splitting cluster 1 changes total score from -23135940.000000 to -23135788.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (3069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Entering Unmasked Estep 
Score: -155842.718750 Penalty: 1304.729858
	Iteration 0F: 2 clusters Score -155842.7 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 1548 members 
Entering Unmasked Estep 
Score: -153063.203125 Penalty: 2609.459717
	Iteration 0F: 3 clusters Score -153063.2 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -153696.218750 Penalty: 2609.459717
	Iteration 1F: 3 clusters Score -153696.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -153830.515625 Penalty: 2609.459717
	Iteration 2F: 3 clusters Score -153830.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -153909.109375 Penalty: 2609.459717
	Iteration 3F: 3 clusters Score -153909.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -153958.000000 Penalty: 2609.459717
	Iteration 4Q: 3 clusters Score -153958 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -154006.593750 Penalty: 2609.459717
	Iteration 5Q: 3 clusters Score -154006.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -154048.062500 Penalty: 2609.459717
	Iteration 6Q: 3 clusters Score -154048.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -154091.562500 Penalty: 2609.459717
	Iteration 7Q: 3 clusters Score -154091.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -154139.781250 Penalty: 2609.459717
	Iteration 8Q: 3 clusters Score -154139.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -154205.468750 Penalty: 2609.459717
	Iteration 9Q: 3 clusters Score -154205.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -154272.140625 Penalty: 2609.459717
	Iteration 10Q: 3 clusters Score -154272.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -154357.328125 Penalty: 2609.459717
	Iteration 11Q: 3 clusters Score -154357.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -154456.093750 Penalty: 2609.459717
	Iteration 12Q: 3 clusters Score -154456.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -154554.296875 Penalty: 2609.459717
	Iteration 13Q: 3 clusters Score -154554.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -154645.000000 Penalty: 2609.459717
	Iteration 14Q: 3 clusters Score -154645 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -154713.375000 Penalty: 2609.459717
	Iteration 15Q: 3 clusters Score -154713.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -154779.562500 Penalty: 2609.459717
	Iteration 16Q: 3 clusters Score -154779.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -154813.328125 Penalty: 2609.459717
	Iteration 17Q: 3 clusters Score -154813.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -154838.031250 Penalty: 2609.459717
	Iteration 18Q: 3 clusters Score -154838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -154852.453125 Penalty: 2609.459717
	Iteration 19Q: 3 clusters Score -154852.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -154860.671875 Penalty: 2609.459717
	Iteration 20F: 3 clusters Score -154860.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -154867.593750 Penalty: 2609.459717
	Iteration 21Q: 3 clusters Score -154867.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -154873.921875 Penalty: 2609.459717
	Iteration 22Q: 3 clusters Score -154873.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -154880.000000 Penalty: 2609.459717
	Iteration 23Q: 3 clusters Score -154880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -154883.140625 Penalty: 2609.459717
	Iteration 24Q: 3 clusters Score -154883.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -154885.375000 Penalty: 2609.459717
	Iteration 25Q: 3 clusters Score -154885.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -154886.609375 Penalty: 2609.459717
	Iteration 26Q: 3 clusters Score -154886.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -154888.718750 Penalty: 2609.459717
	Iteration 27Q: 3 clusters Score -154888.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -154890.000000 Penalty: 2609.459717
	Iteration 28Q: 3 clusters Score -154890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -154892.609375 Penalty: 2609.459717
	Iteration 29Q: 3 clusters Score -154892.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -154893.046875 Penalty: 2609.459717
	Iteration 30Q: 3 clusters Score -154893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -154893.937500 Penalty: 2609.459717
	Iteration 31Q: 3 clusters Score -154893.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -154894.203125 Penalty: 2609.459717
	Iteration 32Q: 3 clusters Score -154894.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -154894.203125 Penalty: 2609.459717
	Iteration 33F: 3 clusters Score -154894.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Entering Unmasked Estep 
Score: -1126544.375000 Penalty: 1618.109497
	Iteration 0F: 2 clusters Score -1126544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1112080.125000 Penalty: 3236.218994
	Iteration 0F: 3 clusters Score -1112080 nChanged 9670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1117356.750000 Penalty: 3236.218994
	Iteration 1F: 3 clusters Score -1117357 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1117728.000000 Penalty: 3236.218994
	Iteration 2Q: 3 clusters Score -1117728 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1118105.625000 Penalty: 3236.218994
	Iteration 3Q: 3 clusters Score -1118106 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1118526.875000 Penalty: 3236.218994
	Iteration 4Q: 3 clusters Score -1118527 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1119019.250000 Penalty: 3236.218994
	Iteration 5Q: 3 clusters Score -1119019 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1119597.875000 Penalty: 3236.218994
	Iteration 6Q: 3 clusters Score -1119598 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1120228.375000 Penalty: 3236.218994
	Iteration 7Q: 3 clusters Score -1120228 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1120895.250000 Penalty: 3236.218994
	Iteration 8F: 3 clusters Score -1120895 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1121424.125000 Penalty: 3236.218994
	Iteration 9Q: 3 clusters Score -1121424 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1121742.000000 Penalty: 3236.218994
	Iteration 10Q: 3 clusters Score -1121742 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1121895.000000 Penalty: 3236.218994
	Iteration 11Q: 3 clusters Score -1121895 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1121961.750000 Penalty: 3236.218994
	Iteration 12Q: 3 clusters Score -1121962 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1122006.750000 Penalty: 3236.218994
	Iteration 13Q: 3 clusters Score -1122007 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1122035.875000 Penalty: 3236.218994
	Iteration 14Q: 3 clusters Score -1122036 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1122062.625000 Penalty: 3236.218994
	Iteration 15Q: 3 clusters Score -1122063 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1122083.000000 Penalty: 3236.218994
	Iteration 16Q: 3 clusters Score -1122083 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1122112.750000 Penalty: 3236.218994
	Iteration 17Q: 3 clusters Score -1122113 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1122148.625000 Penalty: 3236.218994
	Iteration 18Q: 3 clusters Score -1122149 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1122193.625000 Penalty: 3236.218994
	Iteration 19Q: 3 clusters Score -1122194 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1122248.375000 Penalty: 3236.218994
	Iteration 20F: 3 clusters Score -1122248 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -1122319.250000 Penalty: 3236.218994
	Iteration 21Q: 3 clusters Score -1122319 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1122401.875000 Penalty: 3236.218994
	Iteration 22Q: 3 clusters Score -1122402 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1122468.375000 Penalty: 3236.218994
	Iteration 23Q: 3 clusters Score -1122468 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1122543.625000 Penalty: 3236.218994
	Iteration 24Q: 3 clusters Score -1122544 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1122637.500000 Penalty: 3236.218994
	Iteration 25Q: 3 clusters Score -1122638 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1122735.875000 Penalty: 3236.218994
	Iteration 26Q: 3 clusters Score -1122736 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1122841.625000 Penalty: 3236.218994
	Iteration 27Q: 3 clusters Score -1122842 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -1122958.125000 Penalty: 3236.218994
	Iteration 28Q: 3 clusters Score -1122958 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -1123086.000000 Penalty: 3236.218994
	Iteration 29Q: 3 clusters Score -1123086 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -1123215.625000 Penalty: 3236.218994
	Iteration 30Q: 3 clusters Score -1123216 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -1123313.500000 Penalty: 3236.218994
	Iteration 31Q: 3 clusters Score -1123314 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -1123427.375000 Penalty: 3236.218994
	Iteration 32Q: 3 clusters Score -1123427 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -1123552.500000 Penalty: 3236.218994
	Iteration 33Q: 3 clusters Score -1123552 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -1123677.750000 Penalty: 3236.218994
	Iteration 34Q: 3 clusters Score -1123678 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -1123780.875000 Penalty: 3236.218994
	Iteration 35Q: 3 clusters Score -1123781 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -1123880.375000 Penalty: 3236.218994
	Iteration 36Q: 3 clusters Score -1123880 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -1123986.500000 Penalty: 3236.218994
	Iteration 37Q: 3 clusters Score -1123986 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -1124095.625000 Penalty: 3236.218994
	Iteration 38Q: 3 clusters Score -1124096 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -1124169.125000 Penalty: 3236.218994
	Iteration 39Q: 3 clusters Score -1124169 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -1124247.125000 Penalty: 3236.218994
	Iteration 40F: 3 clusters Score -1124247 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -1124319.625000 Penalty: 3236.218994
	Iteration 41Q: 3 clusters Score -1124320 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -1124381.125000 Penalty: 3236.218994
	Iteration 42Q: 3 clusters Score -1124381 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -1124441.000000 Penalty: 3236.218994
	Iteration 43Q: 3 clusters Score -1124441 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -1124499.750000 Penalty: 3236.218994
	Iteration 44Q: 3 clusters Score -1124500 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -1124553.250000 Penalty: 3236.218994
	Iteration 45Q: 3 clusters Score -1124553 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -1124601.500000 Penalty: 3236.218994
	Iteration 46Q: 3 clusters Score -1124602 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -1124640.125000 Penalty: 3236.218994
	Iteration 47Q: 3 clusters Score -1124640 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -1124674.375000 Penalty: 3236.218994
	Iteration 48Q: 3 clusters Score -1124674 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -1124705.750000 Penalty: 3236.218994
	Iteration 49Q: 3 clusters Score -1124706 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -1124735.750000 Penalty: 3236.218994
	Iteration 50Q: 3 clusters Score -1124736 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -1124773.375000 Penalty: 3236.218994
	Iteration 51Q: 3 clusters Score -1124773 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -1124818.750000 Penalty: 3236.218994
	Iteration 52Q: 3 clusters Score -1124819 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -1124855.500000 Penalty: 3236.218994
	Iteration 53Q: 3 clusters Score -1124856 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -1124883.625000 Penalty: 3236.218994
	Iteration 54Q: 3 clusters Score -1124884 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -1124914.625000 Penalty: 3236.218994
	Iteration 55Q: 3 clusters Score -1124915 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -1124938.500000 Penalty: 3236.218994
	Iteration 56Q: 3 clusters Score -1124938 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -1124960.500000 Penalty: 3236.218994
	Iteration 57Q: 3 clusters Score -1124960 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -1124970.125000 Penalty: 3236.218994
	Iteration 58Q: 3 clusters Score -1124970 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -1124980.125000 Penalty: 3236.218994
	Iteration 59Q: 3 clusters Score -1124980 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -1124990.625000 Penalty: 3236.218994
	Iteration 60F: 3 clusters Score -1124991 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -1125002.125000 Penalty: 3236.218994
	Iteration 61Q: 3 clusters Score -1125002 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -1125013.500000 Penalty: 3236.218994
	Iteration 62Q: 3 clusters Score -1125014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -1125016.750000 Penalty: 3236.218994
	Iteration 63Q: 3 clusters Score -1125017 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -1125022.500000 Penalty: 3236.218994
	Iteration 64Q: 3 clusters Score -1125022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -1125025.375000 Penalty: 3236.218994
	Iteration 65Q: 3 clusters Score -1125025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -1125035.250000 Penalty: 3236.218994
	Iteration 66Q: 3 clusters Score -1125035 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -1125037.500000 Penalty: 3236.218994
	Iteration 67Q: 3 clusters Score -1125038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -1125042.500000 Penalty: 3236.218994
	Iteration 68Q: 3 clusters Score -1125042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -1125044.375000 Penalty: 3236.218994
	Iteration 69Q: 3 clusters Score -1125044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -1125049.500000 Penalty: 3236.218994
	Iteration 70Q: 3 clusters Score -1125050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -1125051.750000 Penalty: 3236.218994
	Iteration 71Q: 3 clusters Score -1125052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -1125052.125000 Penalty: 3236.218994
	Iteration 72Q: 3 clusters Score -1125052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -1125054.750000 Penalty: 3236.218994
	Iteration 73Q: 3 clusters Score -1125055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -1125055.500000 Penalty: 3236.218994
	Iteration 74Q: 3 clusters Score -1125056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -1125057.875000 Penalty: 3236.218994
	Iteration 75Q: 3 clusters Score -1125058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -1125059.875000 Penalty: 3236.218994
	Iteration 76Q: 3 clusters Score -1125060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -1125062.125000 Penalty: 3236.218994
	Iteration 77Q: 3 clusters Score -1125062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -1125065.125000 Penalty: 3236.218994
	Iteration 78Q: 3 clusters Score -1125065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -1125067.500000 Penalty: 3236.218994
	Iteration 79Q: 3 clusters Score -1125068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -1125073.000000 Penalty: 3236.218994
	Iteration 80F: 3 clusters Score -1125073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -1125072.250000 Penalty: 3236.218994
	Iteration 81Q: 3 clusters Score -1125072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -1125073.000000 Penalty: 3236.218994
	Iteration 82Q: 3 clusters Score -1125073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -1125073.500000 Penalty: 3236.218994
	Iteration 83Q: 3 clusters Score -1125074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -1125076.125000 Penalty: 3236.218994
	Iteration 84Q: 3 clusters Score -1125076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -1125080.375000 Penalty: 3236.218994
	Iteration 85Q: 3 clusters Score -1125080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -1125080.000000 Penalty: 3236.218994
	Iteration 86Q: 3 clusters Score -1125080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -1125080.875000 Penalty: 3236.218994
	Iteration 87Q: 3 clusters Score -1125081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -1125082.750000 Penalty: 3236.218994
	Iteration 88Q: 3 clusters Score -1125083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -1125081.875000 Penalty: 3236.218994
	Iteration 89Q: 3 clusters Score -1125082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -1125080.625000 Penalty: 3236.218994
	Iteration 90Q: 3 clusters Score -1125081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -1125082.125000 Penalty: 3236.218994
	Iteration 91Q: 3 clusters Score -1125082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -1125084.500000 Penalty: 3236.218994
	Iteration 92Q: 3 clusters Score -1125084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -1125085.750000 Penalty: 3236.218994
	Iteration 93Q: 3 clusters Score -1125086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -1125090.250000 Penalty: 3236.218994
	Iteration 94Q: 3 clusters Score -1125090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -1125092.000000 Penalty: 3236.218994
	Iteration 95Q: 3 clusters Score -1125092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -1125094.375000 Penalty: 3236.218994
	Iteration 96Q: 3 clusters Score -1125094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -1125092.625000 Penalty: 3236.218994
	Iteration 97Q: 3 clusters Score -1125093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -1125091.875000 Penalty: 3236.218994
	Iteration 98Q: 3 clusters Score -1125092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -1125093.375000 Penalty: 3236.218994
	Iteration 99Q: 3 clusters Score -1125093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -1125093.250000 Penalty: 3236.218994
	Iteration 100F: 3 clusters Score -1125093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -1125096.125000 Penalty: 3236.218994
	Iteration 101Q: 3 clusters Score -1125096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -1125098.875000 Penalty: 3236.218994
	Iteration 102Q: 3 clusters Score -1125099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -1125100.125000 Penalty: 3236.218994
	Iteration 103Q: 3 clusters Score -1125100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -1125102.500000 Penalty: 3236.218994
	Iteration 104Q: 3 clusters Score -1125102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -1125101.750000 Penalty: 3236.218994
	Iteration 105Q: 3 clusters Score -1125102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -1125103.750000 Penalty: 3236.218994
	Iteration 106Q: 3 clusters Score -1125104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -1125103.125000 Penalty: 3236.218994
	Iteration 107Q: 3 clusters Score -1125103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -1125102.875000 Penalty: 3236.218994
	Iteration 108Q: 3 clusters Score -1125103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -1125105.125000 Penalty: 3236.218994
	Iteration 109Q: 3 clusters Score -1125105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -1125106.250000 Penalty: 3236.218994
	Iteration 110Q: 3 clusters Score -1125106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -1125108.250000 Penalty: 3236.218994
	Iteration 111Q: 3 clusters Score -1125108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -1125111.375000 Penalty: 3236.218994
	Iteration 112Q: 3 clusters Score -1125111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -1125118.750000 Penalty: 3236.218994
	Iteration 113Q: 3 clusters Score -1125119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -1125126.000000 Penalty: 3236.218994
	Iteration 114Q: 3 clusters Score -1125126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -1125125.375000 Penalty: 3236.218994
	Iteration 115Q: 3 clusters Score -1125125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -1125127.875000 Penalty: 3236.218994
	Iteration 116Q: 3 clusters Score -1125128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -1125128.500000 Penalty: 3236.218994
	Iteration 117Q: 3 clusters Score -1125128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -1125132.875000 Penalty: 3236.218994
	Iteration 118Q: 3 clusters Score -1125133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -1125137.000000 Penalty: 3236.218994
	Iteration 119Q: 3 clusters Score -1125137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -1125145.625000 Penalty: 3236.218994
	Iteration 120F: 3 clusters Score -1125146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -1125146.875000 Penalty: 3236.218994
	Iteration 121Q: 3 clusters Score -1125147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -1125149.375000 Penalty: 3236.218994
	Iteration 122Q: 3 clusters Score -1125149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -1125153.750000 Penalty: 3236.218994
	Iteration 123Q: 3 clusters Score -1125154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -1125155.875000 Penalty: 3236.218994
	Iteration 124Q: 3 clusters Score -1125156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -1125154.500000 Penalty: 3236.218994
	Iteration 125Q: 3 clusters Score -1125154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -1125155.500000 Penalty: 3236.218994
	Iteration 126Q: 3 clusters Score -1125156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -1125156.875000 Penalty: 3236.218994
	Iteration 127Q: 3 clusters Score -1125157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -1125159.500000 Penalty: 3236.218994
	Iteration 128Q: 3 clusters Score -1125160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -1125159.000000 Penalty: 3236.218994
	Iteration 129Q: 3 clusters Score -1125159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -1125158.750000 Penalty: 3236.218994
	Iteration 130Q: 3 clusters Score -1125159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -1125158.750000 Penalty: 3236.218994
	Iteration 131F: 3 clusters Score -1125159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Entering Unmasked Estep 
Score: -128566.476562 Penalty: 1253.489990
	Iteration 0F: 2 clusters Score -128566.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -126320.570312 Penalty: 2506.979980
	Iteration 0F: 3 clusters Score -126320.6 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -126787.492188 Penalty: 2506.979980
	Iteration 1F: 3 clusters Score -126787.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -126882.703125 Penalty: 2506.979980
	Iteration 2F: 3 clusters Score -126882.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -126937.734375 Penalty: 2506.979980
	Iteration 3Q: 3 clusters Score -126937.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -126968.484375 Penalty: 2506.979980
	Iteration 4Q: 3 clusters Score -126968.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -126994.421875 Penalty: 2506.979980
	Iteration 5Q: 3 clusters Score -126994.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -127015.968750 Penalty: 2506.979980
	Iteration 6Q: 3 clusters Score -127016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -127029.898438 Penalty: 2506.979980
	Iteration 7Q: 3 clusters Score -127029.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -127044.523438 Penalty: 2506.979980
	Iteration 8Q: 3 clusters Score -127044.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -127057.296875 Penalty: 2506.979980
	Iteration 9Q: 3 clusters Score -127057.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -127067.101562 Penalty: 2506.979980
	Iteration 10Q: 3 clusters Score -127067.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -127072.492188 Penalty: 2506.979980
	Iteration 11Q: 3 clusters Score -127072.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -127076.593750 Penalty: 2506.979980
	Iteration 12Q: 3 clusters Score -127076.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -127080.281250 Penalty: 2506.979980
	Iteration 13Q: 3 clusters Score -127080.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -127081.140625 Penalty: 2506.979980
	Iteration 14Q: 3 clusters Score -127081.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -127083.601562 Penalty: 2506.979980
	Iteration 15Q: 3 clusters Score -127083.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -127086.085938 Penalty: 2506.979980
	Iteration 16Q: 3 clusters Score -127086.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -127090.851562 Penalty: 2506.979980
	Iteration 17Q: 3 clusters Score -127090.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -127099.929688 Penalty: 2506.979980
	Iteration 18Q: 3 clusters Score -127099.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -127106.437500 Penalty: 2506.979980
	Iteration 19Q: 3 clusters Score -127106.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -127110.718750 Penalty: 2506.979980
	Iteration 20F: 3 clusters Score -127110.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -127112.539062 Penalty: 2506.979980
	Iteration 21Q: 3 clusters Score -127112.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -127113.179688 Penalty: 2506.979980
	Iteration 22Q: 3 clusters Score -127113.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -127113.976562 Penalty: 2506.979980
	Iteration 23Q: 3 clusters Score -127114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -127114.539062 Penalty: 2506.979980
	Iteration 24Q: 3 clusters Score -127114.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -127114.875000 Penalty: 2506.979980
	Iteration 25Q: 3 clusters Score -127114.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -127116.289062 Penalty: 2506.979980
	Iteration 26Q: 3 clusters Score -127116.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -127117.000000 Penalty: 2506.979980
	Iteration 27Q: 3 clusters Score -127117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -127117.210938 Penalty: 2506.979980
	Iteration 28Q: 3 clusters Score -127117.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -127117.210938 Penalty: 2506.979980
	Iteration 29F: 3 clusters Score -127117.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Entering Unmasked Estep 
Score: -234996.781250 Penalty: 1357.749268
	Iteration 0F: 2 clusters Score -234996.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -231472.187500 Penalty: 2715.498535
	Iteration 0F: 3 clusters Score -231472.2 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -232383.859375 Penalty: 2715.498535
	Iteration 1F: 3 clusters Score -232383.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -232516.890625 Penalty: 2715.498535
	Iteration 2F: 3 clusters Score -232516.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -232593.421875 Penalty: 2715.498535
	Iteration 3Q: 3 clusters Score -232593.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -232647.703125 Penalty: 2715.498535
	Iteration 4Q: 3 clusters Score -232647.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -232688.078125 Penalty: 2715.498535
	Iteration 5Q: 3 clusters Score -232688.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -232723.687500 Penalty: 2715.498535
	Iteration 6Q: 3 clusters Score -232723.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -232751.250000 Penalty: 2715.498535
	Iteration 7Q: 3 clusters Score -232751.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -232772.140625 Penalty: 2715.498535
	Iteration 8Q: 3 clusters Score -232772.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -232789.453125 Penalty: 2715.498535
	Iteration 9Q: 3 clusters Score -232789.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -232804.406250 Penalty: 2715.498535
	Iteration 10Q: 3 clusters Score -232804.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -232811.031250 Penalty: 2715.498535
	Iteration 11Q: 3 clusters Score -232811 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -232816.843750 Penalty: 2715.498535
	Iteration 12Q: 3 clusters Score -232816.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -232823.843750 Penalty: 2715.498535
	Iteration 13Q: 3 clusters Score -232823.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -232829.796875 Penalty: 2715.498535
	Iteration 14Q: 3 clusters Score -232829.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -232834.453125 Penalty: 2715.498535
	Iteration 15Q: 3 clusters Score -232834.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -232839.250000 Penalty: 2715.498535
	Iteration 16Q: 3 clusters Score -232839.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -232844.109375 Penalty: 2715.498535
	Iteration 17Q: 3 clusters Score -232844.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -232850.703125 Penalty: 2715.498535
	Iteration 18Q: 3 clusters Score -232850.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -232860.984375 Penalty: 2715.498535
	Iteration 19Q: 3 clusters Score -232861 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -232875.500000 Penalty: 2715.498535
	Iteration 20F: 3 clusters Score -232875.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -232887.031250 Penalty: 2715.498535
	Iteration 21Q: 3 clusters Score -232887 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -232897.671875 Penalty: 2715.498535
	Iteration 22Q: 3 clusters Score -232897.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -232906.625000 Penalty: 2715.498535
	Iteration 23Q: 3 clusters Score -232906.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -232916.593750 Penalty: 2715.498535
	Iteration 24Q: 3 clusters Score -232916.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -232925.109375 Penalty: 2715.498535
	Iteration 25Q: 3 clusters Score -232925.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -232935.687500 Penalty: 2715.498535
	Iteration 26Q: 3 clusters Score -232935.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -232950.468750 Penalty: 2715.498535
	Iteration 27Q: 3 clusters Score -232950.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -232961.640625 Penalty: 2715.498535
	Iteration 28Q: 3 clusters Score -232961.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -232972.343750 Penalty: 2715.498535
	Iteration 29Q: 3 clusters Score -232972.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -232987.078125 Penalty: 2715.498535
	Iteration 30Q: 3 clusters Score -232987.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -232999.250000 Penalty: 2715.498535
	Iteration 31Q: 3 clusters Score -232999.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -233008.718750 Penalty: 2715.498535
	Iteration 32Q: 3 clusters Score -233008.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -233013.703125 Penalty: 2715.498535
	Iteration 33Q: 3 clusters Score -233013.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -233018.375000 Penalty: 2715.498535
	Iteration 34Q: 3 clusters Score -233018.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -233023.078125 Penalty: 2715.498535
	Iteration 35Q: 3 clusters Score -233023.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -233028.765625 Penalty: 2715.498535
	Iteration 36Q: 3 clusters Score -233028.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -233035.812500 Penalty: 2715.498535
	Iteration 37Q: 3 clusters Score -233035.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -233043.593750 Penalty: 2715.498535
	Iteration 38Q: 3 clusters Score -233043.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -233050.078125 Penalty: 2715.498535
	Iteration 39Q: 3 clusters Score -233050.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -233057.187500 Penalty: 2715.498535
	Iteration 40F: 3 clusters Score -233057.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -233062.390625 Penalty: 2715.498535
	Iteration 41Q: 3 clusters Score -233062.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -233067.109375 Penalty: 2715.498535
	Iteration 42Q: 3 clusters Score -233067.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -233072.468750 Penalty: 2715.498535
	Iteration 43Q: 3 clusters Score -233072.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -233080.546875 Penalty: 2715.498535
	Iteration 44Q: 3 clusters Score -233080.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -233089.109375 Penalty: 2715.498535
	Iteration 45Q: 3 clusters Score -233089.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -233098.875000 Penalty: 2715.498535
	Iteration 46Q: 3 clusters Score -233098.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -233108.671875 Penalty: 2715.498535
	Iteration 47Q: 3 clusters Score -233108.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -233117.656250 Penalty: 2715.498535
	Iteration 48Q: 3 clusters Score -233117.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -233125.812500 Penalty: 2715.498535
	Iteration 49Q: 3 clusters Score -233125.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -233135.265625 Penalty: 2715.498535
	Iteration 50Q: 3 clusters Score -233135.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -233142.968750 Penalty: 2715.498535
	Iteration 51Q: 3 clusters Score -233143 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -233151.875000 Penalty: 2715.498535
	Iteration 52Q: 3 clusters Score -233151.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -233161.687500 Penalty: 2715.498535
	Iteration 53Q: 3 clusters Score -233161.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -233171.078125 Penalty: 2715.498535
	Iteration 54Q: 3 clusters Score -233171.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -233188.062500 Penalty: 2715.498535
	Iteration 55Q: 3 clusters Score -233188.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -233204.031250 Penalty: 2715.498535
	Iteration 56Q: 3 clusters Score -233204 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -233220.296875 Penalty: 2715.498535
	Iteration 57Q: 3 clusters Score -233220.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -233234.906250 Penalty: 2715.498535
	Iteration 58Q: 3 clusters Score -233234.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -233252.390625 Penalty: 2715.498535
	Iteration 59Q: 3 clusters Score -233252.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -233272.250000 Penalty: 2715.498535
	Iteration 60F: 3 clusters Score -233272.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -233296.531250 Penalty: 2715.498535
	Iteration 61Q: 3 clusters Score -233296.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -233325.765625 Penalty: 2715.498535
	Iteration 62Q: 3 clusters Score -233325.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -233358.703125 Penalty: 2715.498535
	Iteration 63Q: 3 clusters Score -233358.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -233387.687500 Penalty: 2715.498535
	Iteration 64Q: 3 clusters Score -233387.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -233412.218750 Penalty: 2715.498535
	Iteration 65Q: 3 clusters Score -233412.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -233436.000000 Penalty: 2715.498535
	Iteration 66Q: 3 clusters Score -233436 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -233454.078125 Penalty: 2715.498535
	Iteration 67Q: 3 clusters Score -233454.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -233472.453125 Penalty: 2715.498535
	Iteration 68Q: 3 clusters Score -233472.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -233487.546875 Penalty: 2715.498535
	Iteration 69Q: 3 clusters Score -233487.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -233502.984375 Penalty: 2715.498535
	Iteration 70Q: 3 clusters Score -233503 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -233512.437500 Penalty: 2715.498535
	Iteration 71Q: 3 clusters Score -233512.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -233522.703125 Penalty: 2715.498535
	Iteration 72Q: 3 clusters Score -233522.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -233530.984375 Penalty: 2715.498535
	Iteration 73Q: 3 clusters Score -233531 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -233536.671875 Penalty: 2715.498535
	Iteration 74Q: 3 clusters Score -233536.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -233543.015625 Penalty: 2715.498535
	Iteration 75Q: 3 clusters Score -233543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -233548.359375 Penalty: 2715.498535
	Iteration 76Q: 3 clusters Score -233548.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -233551.000000 Penalty: 2715.498535
	Iteration 77Q: 3 clusters Score -233551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -233552.859375 Penalty: 2715.498535
	Iteration 78Q: 3 clusters Score -233552.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -233555.640625 Penalty: 2715.498535
	Iteration 79Q: 3 clusters Score -233555.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -233561.328125 Penalty: 2715.498535
	Iteration 80F: 3 clusters Score -233561.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -233565.890625 Penalty: 2715.498535
	Iteration 81Q: 3 clusters Score -233565.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -233571.375000 Penalty: 2715.498535
	Iteration 82Q: 3 clusters Score -233571.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -233577.140625 Penalty: 2715.498535
	Iteration 83Q: 3 clusters Score -233577.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -233581.171875 Penalty: 2715.498535
	Iteration 84Q: 3 clusters Score -233581.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -233586.015625 Penalty: 2715.498535
	Iteration 85Q: 3 clusters Score -233586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -233587.468750 Penalty: 2715.498535
	Iteration 86Q: 3 clusters Score -233587.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -233592.109375 Penalty: 2715.498535
	Iteration 87Q: 3 clusters Score -233592.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -233595.093750 Penalty: 2715.498535
	Iteration 88Q: 3 clusters Score -233595.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -233598.218750 Penalty: 2715.498535
	Iteration 89Q: 3 clusters Score -233598.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -233601.890625 Penalty: 2715.498535
	Iteration 90Q: 3 clusters Score -233601.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -233604.546875 Penalty: 2715.498535
	Iteration 91Q: 3 clusters Score -233604.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -233607.359375 Penalty: 2715.498535
	Iteration 92Q: 3 clusters Score -233607.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -233611.765625 Penalty: 2715.498535
	Iteration 93Q: 3 clusters Score -233611.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -233615.703125 Penalty: 2715.498535
	Iteration 94Q: 3 clusters Score -233615.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -233619.781250 Penalty: 2715.498535
	Iteration 95Q: 3 clusters Score -233619.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -233624.734375 Penalty: 2715.498535
	Iteration 96Q: 3 clusters Score -233624.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -233630.250000 Penalty: 2715.498535
	Iteration 97Q: 3 clusters Score -233630.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -233638.828125 Penalty: 2715.498535
	Iteration 98Q: 3 clusters Score -233638.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -233644.640625 Penalty: 2715.498535
	Iteration 99Q: 3 clusters Score -233644.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -233650.750000 Penalty: 2715.498535
	Iteration 100F: 3 clusters Score -233650.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -233655.140625 Penalty: 2715.498535
	Iteration 101Q: 3 clusters Score -233655.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -233659.109375 Penalty: 2715.498535
	Iteration 102Q: 3 clusters Score -233659.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -233663.312500 Penalty: 2715.498535
	Iteration 103Q: 3 clusters Score -233663.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -233667.500000 Penalty: 2715.498535
	Iteration 104Q: 3 clusters Score -233667.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -233672.390625 Penalty: 2715.498535
	Iteration 105Q: 3 clusters Score -233672.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -233677.171875 Penalty: 2715.498535
	Iteration 106Q: 3 clusters Score -233677.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -233680.218750 Penalty: 2715.498535
	Iteration 107Q: 3 clusters Score -233680.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -233684.625000 Penalty: 2715.498535
	Iteration 108Q: 3 clusters Score -233684.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -233686.515625 Penalty: 2715.498535
	Iteration 109Q: 3 clusters Score -233686.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -233688.937500 Penalty: 2715.498535
	Iteration 110Q: 3 clusters Score -233688.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -233691.046875 Penalty: 2715.498535
	Iteration 111Q: 3 clusters Score -233691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -233695.625000 Penalty: 2715.498535
	Iteration 112Q: 3 clusters Score -233695.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -233699.484375 Penalty: 2715.498535
	Iteration 113Q: 3 clusters Score -233699.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -233703.250000 Penalty: 2715.498535
	Iteration 114Q: 3 clusters Score -233703.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -233704.921875 Penalty: 2715.498535
	Iteration 115Q: 3 clusters Score -233704.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -233705.484375 Penalty: 2715.498535
	Iteration 116Q: 3 clusters Score -233705.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -233707.171875 Penalty: 2715.498535
	Iteration 117Q: 3 clusters Score -233707.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -233708.218750 Penalty: 2715.498535
	Iteration 118Q: 3 clusters Score -233708.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -233709.640625 Penalty: 2715.498535
	Iteration 119Q: 3 clusters Score -233709.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -233712.390625 Penalty: 2715.498535
	Iteration 120F: 3 clusters Score -233712.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -233713.828125 Penalty: 2715.498535
	Iteration 121Q: 3 clusters Score -233713.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -233716.828125 Penalty: 2715.498535
	Iteration 122Q: 3 clusters Score -233716.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -233720.031250 Penalty: 2715.498535
	Iteration 123Q: 3 clusters Score -233720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -233723.140625 Penalty: 2715.498535
	Iteration 124Q: 3 clusters Score -233723.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -233727.187500 Penalty: 2715.498535
	Iteration 125Q: 3 clusters Score -233727.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -233729.781250 Penalty: 2715.498535
	Iteration 126Q: 3 clusters Score -233729.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -233732.406250 Penalty: 2715.498535
	Iteration 127Q: 3 clusters Score -233732.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -233734.984375 Penalty: 2715.498535
	Iteration 128Q: 3 clusters Score -233735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -233736.921875 Penalty: 2715.498535
	Iteration 129Q: 3 clusters Score -233736.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -233738.781250 Penalty: 2715.498535
	Iteration 130Q: 3 clusters Score -233738.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -233740.828125 Penalty: 2715.498535
	Iteration 131Q: 3 clusters Score -233740.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -233743.718750 Penalty: 2715.498535
	Iteration 132Q: 3 clusters Score -233743.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -233746.812500 Penalty: 2715.498535
	Iteration 133Q: 3 clusters Score -233746.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -233748.078125 Penalty: 2715.498535
	Iteration 134Q: 3 clusters Score -233748.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -233749.421875 Penalty: 2715.498535
	Iteration 135Q: 3 clusters Score -233749.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -233751.218750 Penalty: 2715.498535
	Iteration 136Q: 3 clusters Score -233751.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -233752.765625 Penalty: 2715.498535
	Iteration 137Q: 3 clusters Score -233752.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -233754.546875 Penalty: 2715.498535
	Iteration 138Q: 3 clusters Score -233754.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -233754.640625 Penalty: 2715.498535
	Iteration 139Q: 3 clusters Score -233754.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -233756.265625 Penalty: 2715.498535
	Iteration 140F: 3 clusters Score -233756.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -233757.000000 Penalty: 2715.498535
	Iteration 141Q: 3 clusters Score -233757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -233756.843750 Penalty: 2715.498535
	Iteration 142Q: 3 clusters Score -233756.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -233757.578125 Penalty: 2715.498535
	Iteration 143Q: 3 clusters Score -233757.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -233757.859375 Penalty: 2715.498535
	Iteration 144Q: 3 clusters Score -233757.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -233758.171875 Penalty: 2715.498535
	Iteration 145Q: 3 clusters Score -233758.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -233759.015625 Penalty: 2715.498535
	Iteration 146Q: 3 clusters Score -233759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -233759.343750 Penalty: 2715.498535
	Iteration 147Q: 3 clusters Score -233759.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -233759.343750 Penalty: 2715.498535
	Iteration 148F: 3 clusters Score -233759.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Entering Unmasked Estep 
Score: -346504.500000 Penalty: 1432.352783
	Iteration 0F: 2 clusters Score -346504.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -341439.781250 Penalty: 2864.705566
	Iteration 0F: 3 clusters Score -341439.8 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -342948.250000 Penalty: 2864.705566
	Iteration 1F: 3 clusters Score -342948.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -343184.062500 Penalty: 2864.705566
	Iteration 2F: 3 clusters Score -343184.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -343378.031250 Penalty: 2864.705566
	Iteration 3F: 3 clusters Score -343378 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -343551.031250 Penalty: 2864.705566
	Iteration 4Q: 3 clusters Score -343551 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -343722.562500 Penalty: 2864.705566
	Iteration 5Q: 3 clusters Score -343722.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -343885.718750 Penalty: 2864.705566
	Iteration 6Q: 3 clusters Score -343885.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -344017.656250 Penalty: 2864.705566
	Iteration 7Q: 3 clusters Score -344017.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -344132.593750 Penalty: 2864.705566
	Iteration 8Q: 3 clusters Score -344132.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -344225.437500 Penalty: 2864.705566
	Iteration 9Q: 3 clusters Score -344225.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -344300.687500 Penalty: 2864.705566
	Iteration 10Q: 3 clusters Score -344300.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -344359.031250 Penalty: 2864.705566
	Iteration 11Q: 3 clusters Score -344359 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -344410.125000 Penalty: 2864.705566
	Iteration 12Q: 3 clusters Score -344410.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -344455.062500 Penalty: 2864.705566
	Iteration 13Q: 3 clusters Score -344455.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -344505.875000 Penalty: 2864.705566
	Iteration 14Q: 3 clusters Score -344505.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -344561.343750 Penalty: 2864.705566
	Iteration 15Q: 3 clusters Score -344561.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -344604.687500 Penalty: 2864.705566
	Iteration 16Q: 3 clusters Score -344604.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -344658.750000 Penalty: 2864.705566
	Iteration 17Q: 3 clusters Score -344658.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -344713.468750 Penalty: 2864.705566
	Iteration 18Q: 3 clusters Score -344713.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -344780.281250 Penalty: 2864.705566
	Iteration 19Q: 3 clusters Score -344780.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -344843.531250 Penalty: 2864.705566
	Iteration 20F: 3 clusters Score -344843.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -344909.062500 Penalty: 2864.705566
	Iteration 21Q: 3 clusters Score -344909.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -344978.812500 Penalty: 2864.705566
	Iteration 22Q: 3 clusters Score -344978.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -345048.562500 Penalty: 2864.705566
	Iteration 23Q: 3 clusters Score -345048.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -345111.468750 Penalty: 2864.705566
	Iteration 24Q: 3 clusters Score -345111.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -345164.250000 Penalty: 2864.705566
	Iteration 25Q: 3 clusters Score -345164.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -345209.062500 Penalty: 2864.705566
	Iteration 26Q: 3 clusters Score -345209.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -345246.062500 Penalty: 2864.705566
	Iteration 27Q: 3 clusters Score -345246.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -345276.500000 Penalty: 2864.705566
	Iteration 28Q: 3 clusters Score -345276.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -345298.437500 Penalty: 2864.705566
	Iteration 29Q: 3 clusters Score -345298.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -345317.812500 Penalty: 2864.705566
	Iteration 30Q: 3 clusters Score -345317.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -345336.968750 Penalty: 2864.705566
	Iteration 31Q: 3 clusters Score -345337 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -345349.406250 Penalty: 2864.705566
	Iteration 32Q: 3 clusters Score -345349.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -345358.468750 Penalty: 2864.705566
	Iteration 33Q: 3 clusters Score -345358.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -345365.250000 Penalty: 2864.705566
	Iteration 34Q: 3 clusters Score -345365.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -345369.437500 Penalty: 2864.705566
	Iteration 35Q: 3 clusters Score -345369.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -345376.125000 Penalty: 2864.705566
	Iteration 36Q: 3 clusters Score -345376.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -345378.281250 Penalty: 2864.705566
	Iteration 37Q: 3 clusters Score -345378.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -345382.218750 Penalty: 2864.705566
	Iteration 38Q: 3 clusters Score -345382.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -345385.593750 Penalty: 2864.705566
	Iteration 39Q: 3 clusters Score -345385.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -345387.562500 Penalty: 2864.705566
	Iteration 40F: 3 clusters Score -345387.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -345387.875000 Penalty: 2864.705566
	Iteration 41Q: 3 clusters Score -345387.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -345390.687500 Penalty: 2864.705566
	Iteration 42Q: 3 clusters Score -345390.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -345390.937500 Penalty: 2864.705566
	Iteration 43Q: 3 clusters Score -345390.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -345391.031250 Penalty: 2864.705566
	Iteration 44Q: 3 clusters Score -345391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -345390.937500 Penalty: 2864.705566
	Iteration 45Q: 3 clusters Score -345390.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -345391.468750 Penalty: 2864.705566
	Iteration 46Q: 3 clusters Score -345391.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -345392.312500 Penalty: 2864.705566
	Iteration 47Q: 3 clusters Score -345392.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -345391.968750 Penalty: 2864.705566
	Iteration 48Q: 3 clusters Score -345392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -345393.968750 Penalty: 2864.705566
	Iteration 49Q: 3 clusters Score -345394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -345395.437500 Penalty: 2864.705566
	Iteration 50Q: 3 clusters Score -345395.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -345398.281250 Penalty: 2864.705566
	Iteration 51Q: 3 clusters Score -345398.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -345405.875000 Penalty: 2864.705566
	Iteration 52Q: 3 clusters Score -345405.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -345408.468750 Penalty: 2864.705566
	Iteration 53Q: 3 clusters Score -345408.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -345408.500000 Penalty: 2864.705566
	Iteration 54Q: 3 clusters Score -345408.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -345408.968750 Penalty: 2864.705566
	Iteration 55Q: 3 clusters Score -345409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -345409.375000 Penalty: 2864.705566
	Iteration 56Q: 3 clusters Score -345409.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -345409.250000 Penalty: 2864.705566
	Iteration 57Q: 3 clusters Score -345409.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -345409.625000 Penalty: 2864.705566
	Iteration 58Q: 3 clusters Score -345409.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -345410.000000 Penalty: 2864.705566
	Iteration 59Q: 3 clusters Score -345410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -345410.000000 Penalty: 2864.705566
	Iteration 60F: 3 clusters Score -345410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (232429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232429 members 
Entering Unmasked Estep 
Score: -11835147.000000 Penalty: 2007.905273
	Iteration 0F: 2 clusters Score -1.183515e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116066 members 
Mstep: Class 2 contains 116363 members 
Entering Unmasked Estep 
Score: -11678728.000000 Penalty: 4015.810547
	Iteration 0F: 3 clusters Score -1.167873e+07 nChanged 112484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114696 members 
Mstep: Class 2 contains 117733 members 
Entering Unmasked Estep 
Score: -11746748.000000 Penalty: 4015.810547
	Iteration 1F: 3 clusters Score -1.174675e+07 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113577 members 
Mstep: Class 2 contains 118852 members 
Entering Unmasked Estep 
Score: -11749093.000000 Penalty: 4015.810547
	Iteration 2Q: 3 clusters Score -1.174909e+07 nChanged 8887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111970 members 
Mstep: Class 2 contains 120459 members 
Entering Unmasked Estep 
Score: -11752421.000000 Penalty: 4015.810547
	Iteration 3Q: 3 clusters Score -1.175242e+07 nChanged 10183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109797 members 
Mstep: Class 2 contains 122632 members 
Entering Unmasked Estep 
Score: -11757355.000000 Penalty: 4015.810547
	Iteration 4Q: 3 clusters Score -1.175736e+07 nChanged 11992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107435 members 
Mstep: Class 2 contains 124994 members 
Entering Unmasked Estep 
Score: -11763580.000000 Penalty: 4015.810547
	Iteration 5F: 3 clusters Score -1.176358e+07 nChanged 13696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105211 members 
Mstep: Class 2 contains 127218 members 
Entering Unmasked Estep 
Score: -11772369.000000 Penalty: 4015.810547
	Iteration 6F: 3 clusters Score -1.177237e+07 nChanged 14950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103505 members 
Mstep: Class 2 contains 128924 members 
Entering Unmasked Estep 
Score: -11782749.000000 Penalty: 4015.810547
	Iteration 7F: 3 clusters Score -1.178275e+07 nChanged 14519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102626 members 
Mstep: Class 2 contains 129803 members 
Entering Unmasked Estep 
Score: -11792578.000000 Penalty: 4015.810547
	Iteration 8F: 3 clusters Score -1.179258e+07 nChanged 11858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102488 members 
Mstep: Class 2 contains 129941 members 
Entering Unmasked Estep 
Score: -11798255.000000 Penalty: 4015.810547
	Iteration 9F: 3 clusters Score -1.179826e+07 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102647 members 
Mstep: Class 2 contains 129782 members 
Entering Unmasked Estep 
Score: -11800482.000000 Penalty: 4015.810547
	Iteration 10Q: 3 clusters Score -1.180048e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102922 members 
Mstep: Class 2 contains 129507 members 
Entering Unmasked Estep 
Score: -11801457.000000 Penalty: 4015.810547
	Iteration 11Q: 3 clusters Score -1.180146e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103145 members 
Mstep: Class 2 contains 129284 members 
Entering Unmasked Estep 
Score: -11802008.000000 Penalty: 4015.810547
	Iteration 12Q: 3 clusters Score -1.180201e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103243 members 
Mstep: Class 2 contains 129186 members 
Entering Unmasked Estep 
Score: -11802458.000000 Penalty: 4015.810547
	Iteration 13Q: 3 clusters Score -1.180246e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103300 members 
Mstep: Class 2 contains 129129 members 
Entering Unmasked Estep 
Score: -11802958.000000 Penalty: 4015.810547
	Iteration 14Q: 3 clusters Score -1.180296e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103233 members 
Mstep: Class 2 contains 129196 members 
Entering Unmasked Estep 
Score: -11803356.000000 Penalty: 4015.810547
	Iteration 15Q: 3 clusters Score -1.180336e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103235 members 
Mstep: Class 2 contains 129194 members 
Entering Unmasked Estep 
Score: -11803699.000000 Penalty: 4015.810547
	Iteration 16Q: 3 clusters Score -1.18037e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103294 members 
Mstep: Class 2 contains 129135 members 
Entering Unmasked Estep 
Score: -11803932.000000 Penalty: 4015.810547
	Iteration 17Q: 3 clusters Score -1.180393e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103365 members 
Mstep: Class 2 contains 129064 members 
Entering Unmasked Estep 
Score: -11804208.000000 Penalty: 4015.810547
	Iteration 18Q: 3 clusters Score -1.180421e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103486 members 
Mstep: Class 2 contains 128943 members 
Entering Unmasked Estep 
Score: -11804416.000000 Penalty: 4015.810547
	Iteration 19Q: 3 clusters Score -1.180442e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103608 members 
Mstep: Class 2 contains 128821 members 
Entering Unmasked Estep 
Score: -11804594.000000 Penalty: 4015.810547
	Iteration 20F: 3 clusters Score -1.180459e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103737 members 
Mstep: Class 2 contains 128692 members 
Entering Unmasked Estep 
Score: -11804865.000000 Penalty: 4015.810547
	Iteration 21Q: 3 clusters Score -1.180486e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103899 members 
Mstep: Class 2 contains 128530 members 
Entering Unmasked Estep 
Score: -11805061.000000 Penalty: 4015.810547
	Iteration 22Q: 3 clusters Score -1.180506e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104115 members 
Mstep: Class 2 contains 128314 members 
Entering Unmasked Estep 
Score: -11805332.000000 Penalty: 4015.810547
	Iteration 23Q: 3 clusters Score -1.180533e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104318 members 
Mstep: Class 2 contains 128111 members 
Entering Unmasked Estep 
Score: -11805501.000000 Penalty: 4015.810547
	Iteration 24Q: 3 clusters Score -1.18055e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104481 members 
Mstep: Class 2 contains 127948 members 
Entering Unmasked Estep 
Score: -11805632.000000 Penalty: 4015.810547
	Iteration 25Q: 3 clusters Score -1.180563e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104617 members 
Mstep: Class 2 contains 127812 members 
Entering Unmasked Estep 
Score: -11805745.000000 Penalty: 4015.810547
	Iteration 26Q: 3 clusters Score -1.180574e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104756 members 
Mstep: Class 2 contains 127673 members 
Entering Unmasked Estep 
Score: -11805833.000000 Penalty: 4015.810547
	Iteration 27Q: 3 clusters Score -1.180583e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104960 members 
Mstep: Class 2 contains 127469 members 
Entering Unmasked Estep 
Score: -11805872.000000 Penalty: 4015.810547
	Iteration 28Q: 3 clusters Score -1.180587e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105205 members 
Mstep: Class 2 contains 127224 members 
Entering Unmasked Estep 
Score: -11805992.000000 Penalty: 4015.810547
	Iteration 29Q: 3 clusters Score -1.180599e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105465 members 
Mstep: Class 2 contains 126964 members 
Entering Unmasked Estep 
Score: -11806072.000000 Penalty: 4015.810547
	Iteration 30Q: 3 clusters Score -1.180607e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105721 members 
Mstep: Class 2 contains 126708 members 
Entering Unmasked Estep 
Score: -11806153.000000 Penalty: 4015.810547
	Iteration 31Q: 3 clusters Score -1.180615e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106023 members 
Mstep: Class 2 contains 126406 members 
Entering Unmasked Estep 
Score: -11806227.000000 Penalty: 4015.810547
	Iteration 32Q: 3 clusters Score -1.180623e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106268 members 
Mstep: Class 2 contains 126161 members 
Entering Unmasked Estep 
Score: -11806289.000000 Penalty: 4015.810547
	Iteration 33Q: 3 clusters Score -1.180629e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106512 members 
Mstep: Class 2 contains 125917 members 
Entering Unmasked Estep 
Score: -11806339.000000 Penalty: 4015.810547
	Iteration 34Q: 3 clusters Score -1.180634e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106730 members 
Mstep: Class 2 contains 125699 members 
Entering Unmasked Estep 
Score: -11806389.000000 Penalty: 4015.810547
	Iteration 35Q: 3 clusters Score -1.180639e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106948 members 
Mstep: Class 2 contains 125481 members 
Entering Unmasked Estep 
Score: -11806343.000000 Penalty: 4015.810547
	Iteration 36Q: 3 clusters Score -1.180634e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107133 members 
Mstep: Class 2 contains 125296 members 
Entering Unmasked Estep 
Score: -11806375.000000 Penalty: 4015.810547
	Iteration 37Q: 3 clusters Score -1.180638e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107362 members 
Mstep: Class 2 contains 125067 members 
Entering Unmasked Estep 
Score: -11806388.000000 Penalty: 4015.810547
	Iteration 38Q: 3 clusters Score -1.180639e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107589 members 
Mstep: Class 2 contains 124840 members 
Entering Unmasked Estep 
Score: -11806416.000000 Penalty: 4015.810547
	Iteration 39Q: 3 clusters Score -1.180642e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107853 members 
Mstep: Class 2 contains 124576 members 
Entering Unmasked Estep 
Score: -11806452.000000 Penalty: 4015.810547
	Iteration 40F: 3 clusters Score -1.180645e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108107 members 
Mstep: Class 2 contains 124322 members 
Entering Unmasked Estep 
Score: -11806511.000000 Penalty: 4015.810547
	Iteration 41Q: 3 clusters Score -1.180651e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108365 members 
Mstep: Class 2 contains 124064 members 
Entering Unmasked Estep 
Score: -11806522.000000 Penalty: 4015.810547
	Iteration 42Q: 3 clusters Score -1.180652e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108580 members 
Mstep: Class 2 contains 123849 members 
Entering Unmasked Estep 
Score: -11806581.000000 Penalty: 4015.810547
	Iteration 43Q: 3 clusters Score -1.180658e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108776 members 
Mstep: Class 2 contains 123653 members 
Entering Unmasked Estep 
Score: -11806593.000000 Penalty: 4015.810547
	Iteration 44Q: 3 clusters Score -1.180659e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108983 members 
Mstep: Class 2 contains 123446 members 
Entering Unmasked Estep 
Score: -11806605.000000 Penalty: 4015.810547
	Iteration 45Q: 3 clusters Score -1.18066e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109200 members 
Mstep: Class 2 contains 123229 members 
Entering Unmasked Estep 
Score: -11806592.000000 Penalty: 4015.810547
	Iteration 46Q: 3 clusters Score -1.180659e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109421 members 
Mstep: Class 2 contains 123008 members 
Entering Unmasked Estep 
Score: -11806603.000000 Penalty: 4015.810547
	Iteration 47Q: 3 clusters Score -1.18066e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109603 members 
Mstep: Class 2 contains 122826 members 
Entering Unmasked Estep 
Score: -11806682.000000 Penalty: 4015.810547
	Iteration 48Q: 3 clusters Score -1.180668e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109811 members 
Mstep: Class 2 contains 122618 members 
Entering Unmasked Estep 
Score: -11806665.000000 Penalty: 4015.810547
	Iteration 49Q: 3 clusters Score -1.180666e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110020 members 
Mstep: Class 2 contains 122409 members 
Entering Unmasked Estep 
Score: -11806660.000000 Penalty: 4015.810547
	Iteration 50Q: 3 clusters Score -1.180666e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110232 members 
Mstep: Class 2 contains 122197 members 
Entering Unmasked Estep 
Score: -11806636.000000 Penalty: 4015.810547
	Iteration 51Q: 3 clusters Score -1.180664e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110440 members 
Mstep: Class 2 contains 121989 members 
Entering Unmasked Estep 
Score: -11806660.000000 Penalty: 4015.810547
	Iteration 52Q: 3 clusters Score -1.180666e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110662 members 
Mstep: Class 2 contains 121767 members 
Entering Unmasked Estep 
Score: -11806643.000000 Penalty: 4015.810547
	Iteration 53Q: 3 clusters Score -1.180664e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110890 members 
Mstep: Class 2 contains 121539 members 
Entering Unmasked Estep 
Score: -11806670.000000 Penalty: 4015.810547
	Iteration 54Q: 3 clusters Score -1.180667e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111148 members 
Mstep: Class 2 contains 121281 members 
Entering Unmasked Estep 
Score: -11806671.000000 Penalty: 4015.810547
	Iteration 55Q: 3 clusters Score -1.180667e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111425 members 
Mstep: Class 2 contains 121004 members 
Entering Unmasked Estep 
Score: -11806689.000000 Penalty: 4015.810547
	Iteration 56Q: 3 clusters Score -1.180669e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111703 members 
Mstep: Class 2 contains 120726 members 
Entering Unmasked Estep 
Score: -11806684.000000 Penalty: 4015.810547
	Iteration 57Q: 3 clusters Score -1.180668e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111983 members 
Mstep: Class 2 contains 120446 members 
Entering Unmasked Estep 
Score: -11806633.000000 Penalty: 4015.810547
	Iteration 58Q: 3 clusters Score -1.180663e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112271 members 
Mstep: Class 2 contains 120158 members 
Entering Unmasked Estep 
Score: -11806657.000000 Penalty: 4015.810547
	Iteration 59Q: 3 clusters Score -1.180666e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112569 members 
Mstep: Class 2 contains 119860 members 
Entering Unmasked Estep 
Score: -11806664.000000 Penalty: 4015.810547
	Iteration 60F: 3 clusters Score -1.180666e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112886 members 
Mstep: Class 2 contains 119543 members 
Entering Unmasked Estep 
Score: -11806664.000000 Penalty: 4015.810547
	Iteration 61Q: 3 clusters Score -1.180666e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113232 members 
Mstep: Class 2 contains 119197 members 
Entering Unmasked Estep 
Score: -11806659.000000 Penalty: 4015.810547
	Iteration 62Q: 3 clusters Score -1.180666e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113610 members 
Mstep: Class 2 contains 118819 members 
Entering Unmasked Estep 
Score: -11806681.000000 Penalty: 4015.810547
	Iteration 63Q: 3 clusters Score -1.180668e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114015 members 
Mstep: Class 2 contains 118414 members 
Entering Unmasked Estep 
Score: -11806699.000000 Penalty: 4015.810547
	Iteration 64Q: 3 clusters Score -1.18067e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114444 members 
Mstep: Class 2 contains 117985 members 
Entering Unmasked Estep 
Score: -11806775.000000 Penalty: 4015.810547
	Iteration 65Q: 3 clusters Score -1.180678e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114902 members 
Mstep: Class 2 contains 117527 members 
Entering Unmasked Estep 
Score: -11806779.000000 Penalty: 4015.810547
	Iteration 66Q: 3 clusters Score -1.180678e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115394 members 
Mstep: Class 2 contains 117035 members 
Entering Unmasked Estep 
Score: -11806791.000000 Penalty: 4015.810547
	Iteration 67Q: 3 clusters Score -1.180679e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115932 members 
Mstep: Class 2 contains 116497 members 
Entering Unmasked Estep 
Score: -11806776.000000 Penalty: 4015.810547
	Iteration 68Q: 3 clusters Score -1.180678e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116455 members 
Mstep: Class 2 contains 115974 members 
Entering Unmasked Estep 
Score: -11806777.000000 Penalty: 4015.810547
	Iteration 69Q: 3 clusters Score -1.180678e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116990 members 
Mstep: Class 2 contains 115439 members 
Entering Unmasked Estep 
Score: -11806788.000000 Penalty: 4015.810547
	Iteration 70Q: 3 clusters Score -1.180679e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117552 members 
Mstep: Class 2 contains 114877 members 
Entering Unmasked Estep 
Score: -11806808.000000 Penalty: 4015.810547
	Iteration 71Q: 3 clusters Score -1.180681e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118144 members 
Mstep: Class 2 contains 114285 members 
Entering Unmasked Estep 
Score: -11806809.000000 Penalty: 4015.810547
	Iteration 72Q: 3 clusters Score -1.180681e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118740 members 
Mstep: Class 2 contains 113689 members 
Entering Unmasked Estep 
Score: -11806801.000000 Penalty: 4015.810547
	Iteration 73Q: 3 clusters Score -1.18068e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119401 members 
Mstep: Class 2 contains 113028 members 
Entering Unmasked Estep 
Score: -11806857.000000 Penalty: 4015.810547
	Iteration 74Q: 3 clusters Score -1.180686e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120146 members 
Mstep: Class 2 contains 112283 members 
Entering Unmasked Estep 
Score: -11806874.000000 Penalty: 4015.810547
	Iteration 75Q: 3 clusters Score -1.180687e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120957 members 
Mstep: Class 2 contains 111472 members 
Entering Unmasked Estep 
Score: -11806903.000000 Penalty: 4015.810547
	Iteration 76Q: 3 clusters Score -1.18069e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121825 members 
Mstep: Class 2 contains 110604 members 
Entering Unmasked Estep 
Score: -11806960.000000 Penalty: 4015.810547
	Iteration 77Q: 3 clusters Score -1.180696e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122740 members 
Mstep: Class 2 contains 109689 members 
Entering Unmasked Estep 
Score: -11806952.000000 Penalty: 4015.810547
	Iteration 78Q: 3 clusters Score -1.180695e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123718 members 
Mstep: Class 2 contains 108711 members 
Entering Unmasked Estep 
Score: -11807020.000000 Penalty: 4015.810547
	Iteration 79Q: 3 clusters Score -1.180702e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124747 members 
Mstep: Class 2 contains 107682 members 
Entering Unmasked Estep 
Score: -11807126.000000 Penalty: 4015.810547
	Iteration 80F: 3 clusters Score -1.180713e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125891 members 
Mstep: Class 2 contains 106538 members 
Entering Unmasked Estep 
Score: -11807259.000000 Penalty: 4015.810547
	Iteration 81Q: 3 clusters Score -1.180726e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127097 members 
Mstep: Class 2 contains 105332 members 
Entering Unmasked Estep 
Score: -11807399.000000 Penalty: 4015.810547
	Iteration 82Q: 3 clusters Score -1.18074e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128325 members 
Mstep: Class 2 contains 104104 members 
Entering Unmasked Estep 
Score: -11807496.000000 Penalty: 4015.810547
	Iteration 83Q: 3 clusters Score -1.18075e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129695 members 
Mstep: Class 2 contains 102734 members 
Entering Unmasked Estep 
Score: -11807570.000000 Penalty: 4015.810547
	Iteration 84Q: 3 clusters Score -1.180757e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131164 members 
Mstep: Class 2 contains 101265 members 
Entering Unmasked Estep 
Score: -11807793.000000 Penalty: 4015.810547
	Iteration 85Q: 3 clusters Score -1.180779e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132738 members 
Mstep: Class 2 contains 99691 members 
Entering Unmasked Estep 
Score: -11808046.000000 Penalty: 4015.810547
	Iteration 86Q: 3 clusters Score -1.180805e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134369 members 
Mstep: Class 2 contains 98060 members 
Entering Unmasked Estep 
Score: -11808271.000000 Penalty: 4015.810547
	Iteration 87Q: 3 clusters Score -1.180827e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136115 members 
Mstep: Class 2 contains 96314 members 
Entering Unmasked Estep 
Score: -11808498.000000 Penalty: 4015.810547
	Iteration 88Q: 3 clusters Score -1.18085e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137885 members 
Mstep: Class 2 contains 94544 members 
Entering Unmasked Estep 
Score: -11808706.000000 Penalty: 4015.810547
	Iteration 89Q: 3 clusters Score -1.180871e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139744 members 
Mstep: Class 2 contains 92685 members 
Entering Unmasked Estep 
Score: -11808959.000000 Penalty: 4015.810547
	Iteration 90Q: 3 clusters Score -1.180896e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141724 members 
Mstep: Class 2 contains 90705 members 
Entering Unmasked Estep 
Score: -11809281.000000 Penalty: 4015.810547
	Iteration 91Q: 3 clusters Score -1.180928e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143787 members 
Mstep: Class 2 contains 88642 members 
Entering Unmasked Estep 
Score: -11809562.000000 Penalty: 4015.810547
	Iteration 92Q: 3 clusters Score -1.180956e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145975 members 
Mstep: Class 2 contains 86454 members 
Entering Unmasked Estep 
Score: -11809879.000000 Penalty: 4015.810547
	Iteration 93Q: 3 clusters Score -1.180988e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148304 members 
Mstep: Class 2 contains 84125 members 
Entering Unmasked Estep 
Score: -11810294.000000 Penalty: 4015.810547
	Iteration 94Q: 3 clusters Score -1.181029e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150719 members 
Mstep: Class 2 contains 81710 members 
Entering Unmasked Estep 
Score: -11810683.000000 Penalty: 4015.810547
	Iteration 95Q: 3 clusters Score -1.181068e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153253 members 
Mstep: Class 2 contains 79176 members 
Entering Unmasked Estep 
Score: -11811177.000000 Penalty: 4015.810547
	Iteration 96Q: 3 clusters Score -1.181118e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155874 members 
Mstep: Class 2 contains 76555 members 
Entering Unmasked Estep 
Score: -11811668.000000 Penalty: 4015.810547
	Iteration 97Q: 3 clusters Score -1.181167e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158544 members 
Mstep: Class 2 contains 73885 members 
Entering Unmasked Estep 
Score: -11812228.000000 Penalty: 4015.810547
	Iteration 98Q: 3 clusters Score -1.181223e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161307 members 
Mstep: Class 2 contains 71122 members 
Entering Unmasked Estep 
Score: -11812746.000000 Penalty: 4015.810547
	Iteration 99Q: 3 clusters Score -1.181275e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164176 members 
Mstep: Class 2 contains 68253 members 
Entering Unmasked Estep 
Score: -11813444.000000 Penalty: 4015.810547
	Iteration 100F: 3 clusters Score -1.181344e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167142 members 
Mstep: Class 2 contains 65287 members 
Entering Unmasked Estep 
Score: -11814104.000000 Penalty: 4015.810547
	Iteration 101Q: 3 clusters Score -1.18141e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170170 members 
Mstep: Class 2 contains 62259 members 
Entering Unmasked Estep 
Score: -11814822.000000 Penalty: 4015.810547
	Iteration 102Q: 3 clusters Score -1.181482e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173260 members 
Mstep: Class 2 contains 59169 members 
Entering Unmasked Estep 
Score: -11815740.000000 Penalty: 4015.810547
	Iteration 103Q: 3 clusters Score -1.181574e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176378 members 
Mstep: Class 2 contains 56051 members 
Entering Unmasked Estep 
Score: -11816587.000000 Penalty: 4015.810547
	Iteration 104Q: 3 clusters Score -1.181659e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179512 members 
Mstep: Class 2 contains 52917 members 
Entering Unmasked Estep 
Score: -11817388.000000 Penalty: 4015.810547
	Iteration 105Q: 3 clusters Score -1.181739e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182671 members 
Mstep: Class 2 contains 49758 members 
Entering Unmasked Estep 
Score: -11818211.000000 Penalty: 4015.810547
	Iteration 106Q: 3 clusters Score -1.181821e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185868 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -11819242.000000 Penalty: 4015.810547
	Iteration 107Q: 3 clusters Score -1.181924e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189112 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -11820205.000000 Penalty: 4015.810547
	Iteration 108Q: 3 clusters Score -1.18202e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192218 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -11821062.000000 Penalty: 4015.810547
	Iteration 109Q: 3 clusters Score -1.182106e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195315 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -11822075.000000 Penalty: 4015.810547
	Iteration 110Q: 3 clusters Score -1.182208e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198298 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -11823085.000000 Penalty: 4015.810547
	Iteration 111Q: 3 clusters Score -1.182308e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201254 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -11824037.000000 Penalty: 4015.810547
	Iteration 112Q: 3 clusters Score -1.182404e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204114 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -11825003.000000 Penalty: 4015.810547
	Iteration 113Q: 3 clusters Score -1.1825e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206933 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -11825875.000000 Penalty: 4015.810547
	Iteration 114Q: 3 clusters Score -1.182588e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209647 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -11826852.000000 Penalty: 4015.810547
	Iteration 115Q: 3 clusters Score -1.182685e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212281 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -11827886.000000 Penalty: 4015.810547
	Iteration 116Q: 3 clusters Score -1.182789e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214853 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -11828963.000000 Penalty: 4015.810547
	Iteration 117Q: 3 clusters Score -1.182896e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217161 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -11829826.000000 Penalty: 4015.810547
	Iteration 118Q: 3 clusters Score -1.182983e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219285 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -11830811.000000 Penalty: 4015.810547
	Iteration 119Q: 3 clusters Score -1.183081e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221137 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -11831636.000000 Penalty: 4015.810547
	Iteration 120F: 3 clusters Score -1.183164e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222730 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -11832262.000000 Penalty: 4015.810547
	Iteration 121Q: 3 clusters Score -1.183226e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224037 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -11832732.000000 Penalty: 4015.810547
	Iteration 122Q: 3 clusters Score -1.183273e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225095 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -11833122.000000 Penalty: 4015.810547
	Iteration 123Q: 3 clusters Score -1.183312e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225936 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -11833386.000000 Penalty: 4015.810547
	Iteration 124Q: 3 clusters Score -1.183339e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226606 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -11833550.000000 Penalty: 4015.810547
	Iteration 125Q: 3 clusters Score -1.183355e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227126 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -11833739.000000 Penalty: 4015.810547
	Iteration 126Q: 3 clusters Score -1.183374e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227493 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -11833842.000000 Penalty: 4015.810547
	Iteration 127Q: 3 clusters Score -1.183384e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227802 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -11833929.000000 Penalty: 4015.810547
	Iteration 128Q: 3 clusters Score -1.183393e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228030 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -11833984.000000 Penalty: 4015.810547
	Iteration 129Q: 3 clusters Score -1.183398e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228235 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -11834056.000000 Penalty: 4015.810547
	Iteration 130Q: 3 clusters Score -1.183406e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228428 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -11834149.000000 Penalty: 4015.810547
	Iteration 131Q: 3 clusters Score -1.183415e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228572 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -11834188.000000 Penalty: 4015.810547
	Iteration 132Q: 3 clusters Score -1.183419e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228702 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -11834248.000000 Penalty: 4015.810547
	Iteration 133Q: 3 clusters Score -1.183425e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228806 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -11834263.000000 Penalty: 4015.810547
	Iteration 134Q: 3 clusters Score -1.183426e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228919 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -11834316.000000 Penalty: 4015.810547
	Iteration 135Q: 3 clusters Score -1.183432e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229028 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -11834422.000000 Penalty: 4015.810547
	Iteration 136Q: 3 clusters Score -1.183442e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229132 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -11834602.000000 Penalty: 4015.810547
	Iteration 137Q: 3 clusters Score -1.18346e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229182 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -11834907.000000 Penalty: 4015.810547
	Iteration 138Q: 3 clusters Score -1.183491e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229202 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -11835283.000000 Penalty: 4015.810547
	Iteration 139Q: 3 clusters Score -1.183528e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229070 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -11835565.000000 Penalty: 4015.810547
	Iteration 140F: 3 clusters Score -1.183556e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228884 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -11835710.000000 Penalty: 4015.810547
	Iteration 141Q: 3 clusters Score -1.183571e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228664 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -11835802.000000 Penalty: 4015.810547
	Iteration 142Q: 3 clusters Score -1.18358e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228452 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -11835934.000000 Penalty: 4015.810547
	Iteration 143Q: 3 clusters Score -1.183593e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228270 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -11835977.000000 Penalty: 4015.810547
	Iteration 144Q: 3 clusters Score -1.183598e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228106 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -11836016.000000 Penalty: 4015.810547
	Iteration 145Q: 3 clusters Score -1.183602e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227991 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -11836023.000000 Penalty: 4015.810547
	Iteration 146Q: 3 clusters Score -1.183602e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227887 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -11836043.000000 Penalty: 4015.810547
	Iteration 147Q: 3 clusters Score -1.183604e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227790 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -11836055.000000 Penalty: 4015.810547
	Iteration 148Q: 3 clusters Score -1.183606e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227678 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -11836110.000000 Penalty: 4015.810547
	Iteration 149Q: 3 clusters Score -1.183611e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227558 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -11836136.000000 Penalty: 4015.810547
	Iteration 150Q: 3 clusters Score -1.183614e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227458 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -11836132.000000 Penalty: 4015.810547
	Iteration 151Q: 3 clusters Score -1.183613e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227385 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -11836147.000000 Penalty: 4015.810547
	Iteration 152Q: 3 clusters Score -1.183615e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227329 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -11836127.000000 Penalty: 4015.810547
	Iteration 153Q: 3 clusters Score -1.183613e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227288 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -11836141.000000 Penalty: 4015.810547
	Iteration 154Q: 3 clusters Score -1.183614e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227242 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -11836154.000000 Penalty: 4015.810547
	Iteration 155Q: 3 clusters Score -1.183615e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227203 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -11836148.000000 Penalty: 4015.810547
	Iteration 156Q: 3 clusters Score -1.183615e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227163 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -11836142.000000 Penalty: 4015.810547
	Iteration 157Q: 3 clusters Score -1.183614e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227118 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -11836160.000000 Penalty: 4015.810547
	Iteration 158Q: 3 clusters Score -1.183616e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227081 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -11836171.000000 Penalty: 4015.810547
	Iteration 159Q: 3 clusters Score -1.183617e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227047 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -11836181.000000 Penalty: 4015.810547
	Iteration 160F: 3 clusters Score -1.183618e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227021 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -11836191.000000 Penalty: 4015.810547
	Iteration 161Q: 3 clusters Score -1.183619e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227009 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -11836175.000000 Penalty: 4015.810547
	Iteration 162Q: 3 clusters Score -1.183618e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226995 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -11836187.000000 Penalty: 4015.810547
	Iteration 163Q: 3 clusters Score -1.183619e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226982 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -11836196.000000 Penalty: 4015.810547
	Iteration 164Q: 3 clusters Score -1.18362e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226965 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -11836199.000000 Penalty: 4015.810547
	Iteration 165Q: 3 clusters Score -1.18362e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226947 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -11836203.000000 Penalty: 4015.810547
	Iteration 166Q: 3 clusters Score -1.18362e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226932 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -11836196.000000 Penalty: 4015.810547
	Iteration 167Q: 3 clusters Score -1.18362e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226911 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -11836186.000000 Penalty: 4015.810547
	Iteration 168Q: 3 clusters Score -1.183619e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226888 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -11836180.000000 Penalty: 4015.810547
	Iteration 169Q: 3 clusters Score -1.183618e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226873 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -11836187.000000 Penalty: 4015.810547
	Iteration 170Q: 3 clusters Score -1.183619e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226857 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -11836186.000000 Penalty: 4015.810547
	Iteration 171Q: 3 clusters Score -1.183619e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226844 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -11836192.000000 Penalty: 4015.810547
	Iteration 172Q: 3 clusters Score -1.183619e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226832 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -11836197.000000 Penalty: 4015.810547
	Iteration 173Q: 3 clusters Score -1.18362e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226818 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -11836200.000000 Penalty: 4015.810547
	Iteration 174Q: 3 clusters Score -1.18362e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226801 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -11836182.000000 Penalty: 4015.810547
	Iteration 175Q: 3 clusters Score -1.183618e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226789 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -11836189.000000 Penalty: 4015.810547
	Iteration 176Q: 3 clusters Score -1.183619e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226779 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -11836188.000000 Penalty: 4015.810547
	Iteration 177Q: 3 clusters Score -1.183619e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226768 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -11836203.000000 Penalty: 4015.810547
	Iteration 178Q: 3 clusters Score -1.18362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226763 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -11836200.000000 Penalty: 4015.810547
	Iteration 179Q: 3 clusters Score -1.18362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226759 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -11836206.000000 Penalty: 4015.810547
	Iteration 180F: 3 clusters Score -1.183621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226756 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -11836199.000000 Penalty: 4015.810547
	Iteration 181Q: 3 clusters Score -1.18362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226752 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -11836199.000000 Penalty: 4015.810547
	Iteration 182Q: 3 clusters Score -1.18362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226750 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -11836199.000000 Penalty: 4015.810547
	Iteration 183Q: 3 clusters Score -1.18362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226749 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -11836202.000000 Penalty: 4015.810547
	Iteration 184Q: 3 clusters Score -1.18362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226747 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -11836197.000000 Penalty: 4015.810547
	Iteration 185Q: 3 clusters Score -1.18362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226746 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -11836199.000000 Penalty: 4015.810547
	Iteration 186Q: 3 clusters Score -1.18362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226745 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -11836196.000000 Penalty: 4015.810547
	Iteration 187Q: 3 clusters Score -1.18362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226745 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -11836196.000000 Penalty: 4015.810547
	Iteration 188F: 3 clusters Score -1.18362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 21112 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 4253 members 
Mstep: Class 6 contains 6731 members 
Mstep: Class 7 contains 5684 members 
Mstep: Class 8 contains 226745 members 
Mstep: Class 10 contains 3251 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 11383 members 
Mstep: Class 13 contains 9298 members 
Mstep: Class 15 contains 3689 members 
Mstep: Class 18 contains 94589 members 
Mstep: Class 19 contains 1850 members 
Mstep: Class 20 contains 16222 members 
Mstep: Class 22 contains 19477 members 
Mstep: Class 23 contains 19864 members 
Entering Unmasked Estep 
Score: -23137078.000000 Penalty: 38156.070312
Splitting cluster 8 changes total score from -23135940.000000 to -23137078.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 10 (3251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Entering Unmasked Estep 
Score: -163086.437500 Penalty: 1314.091553
	Iteration 0F: 2 clusters Score -163086.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -160185.046875 Penalty: 2628.183105
	Iteration 0F: 3 clusters Score -160185 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -160836.609375 Penalty: 2628.183105
	Iteration 1F: 3 clusters Score -160836.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -160984.109375 Penalty: 2628.183105
	Iteration 2F: 3 clusters Score -160984.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -161096.984375 Penalty: 2628.183105
	Iteration 3F: 3 clusters Score -161097 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -161188.812500 Penalty: 2628.183105
	Iteration 4F: 3 clusters Score -161188.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -161247.750000 Penalty: 2628.183105
	Iteration 5Q: 3 clusters Score -161247.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -161290.796875 Penalty: 2628.183105
	Iteration 6Q: 3 clusters Score -161290.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -161328.453125 Penalty: 2628.183105
	Iteration 7Q: 3 clusters Score -161328.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -161361.812500 Penalty: 2628.183105
	Iteration 8Q: 3 clusters Score -161361.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -161388.015625 Penalty: 2628.183105
	Iteration 9Q: 3 clusters Score -161388 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -161420.500000 Penalty: 2628.183105
	Iteration 10Q: 3 clusters Score -161420.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -161445.203125 Penalty: 2628.183105
	Iteration 11Q: 3 clusters Score -161445.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -161472.968750 Penalty: 2628.183105
	Iteration 12Q: 3 clusters Score -161473 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -161494.484375 Penalty: 2628.183105
	Iteration 13Q: 3 clusters Score -161494.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -161522.453125 Penalty: 2628.183105
	Iteration 14Q: 3 clusters Score -161522.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -161549.968750 Penalty: 2628.183105
	Iteration 15Q: 3 clusters Score -161550 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -161572.421875 Penalty: 2628.183105
	Iteration 16Q: 3 clusters Score -161572.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -161591.203125 Penalty: 2628.183105
	Iteration 17Q: 3 clusters Score -161591.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -161609.359375 Penalty: 2628.183105
	Iteration 18Q: 3 clusters Score -161609.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -161626.437500 Penalty: 2628.183105
	Iteration 19Q: 3 clusters Score -161626.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -161638.937500 Penalty: 2628.183105
	Iteration 20F: 3 clusters Score -161638.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -161645.375000 Penalty: 2628.183105
	Iteration 21Q: 3 clusters Score -161645.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -161652.171875 Penalty: 2628.183105
	Iteration 22Q: 3 clusters Score -161652.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -161656.718750 Penalty: 2628.183105
	Iteration 23Q: 3 clusters Score -161656.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -161660.000000 Penalty: 2628.183105
	Iteration 24Q: 3 clusters Score -161660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -161663.546875 Penalty: 2628.183105
	Iteration 25Q: 3 clusters Score -161663.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -161667.968750 Penalty: 2628.183105
	Iteration 26Q: 3 clusters Score -161668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -161675.062500 Penalty: 2628.183105
	Iteration 27Q: 3 clusters Score -161675.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -161681.187500 Penalty: 2628.183105
	Iteration 28Q: 3 clusters Score -161681.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -161690.750000 Penalty: 2628.183105
	Iteration 29Q: 3 clusters Score -161690.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -161698.796875 Penalty: 2628.183105
	Iteration 30Q: 3 clusters Score -161698.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -161705.859375 Penalty: 2628.183105
	Iteration 31Q: 3 clusters Score -161705.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -161711.828125 Penalty: 2628.183105
	Iteration 32Q: 3 clusters Score -161711.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -161720.750000 Penalty: 2628.183105
	Iteration 33Q: 3 clusters Score -161720.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -161725.859375 Penalty: 2628.183105
	Iteration 34Q: 3 clusters Score -161725.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -161732.109375 Penalty: 2628.183105
	Iteration 35Q: 3 clusters Score -161732.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -161739.812500 Penalty: 2628.183105
	Iteration 36Q: 3 clusters Score -161739.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -161748.578125 Penalty: 2628.183105
	Iteration 37Q: 3 clusters Score -161748.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -161756.937500 Penalty: 2628.183105
	Iteration 38Q: 3 clusters Score -161756.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -161762.343750 Penalty: 2628.183105
	Iteration 39Q: 3 clusters Score -161762.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -161768.625000 Penalty: 2628.183105
	Iteration 40F: 3 clusters Score -161768.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -161773.156250 Penalty: 2628.183105
	Iteration 41Q: 3 clusters Score -161773.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -161779.250000 Penalty: 2628.183105
	Iteration 42Q: 3 clusters Score -161779.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -161783.171875 Penalty: 2628.183105
	Iteration 43Q: 3 clusters Score -161783.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -161785.937500 Penalty: 2628.183105
	Iteration 44Q: 3 clusters Score -161785.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -161787.734375 Penalty: 2628.183105
	Iteration 45Q: 3 clusters Score -161787.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -161790.843750 Penalty: 2628.183105
	Iteration 46Q: 3 clusters Score -161790.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -161794.000000 Penalty: 2628.183105
	Iteration 47Q: 3 clusters Score -161794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -161796.890625 Penalty: 2628.183105
	Iteration 48Q: 3 clusters Score -161796.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -161798.812500 Penalty: 2628.183105
	Iteration 49Q: 3 clusters Score -161798.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -161802.437500 Penalty: 2628.183105
	Iteration 50Q: 3 clusters Score -161802.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -161805.546875 Penalty: 2628.183105
	Iteration 51Q: 3 clusters Score -161805.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -161807.500000 Penalty: 2628.183105
	Iteration 52Q: 3 clusters Score -161807.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -161809.437500 Penalty: 2628.183105
	Iteration 53Q: 3 clusters Score -161809.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -161815.093750 Penalty: 2628.183105
	Iteration 54Q: 3 clusters Score -161815.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -161821.171875 Penalty: 2628.183105
	Iteration 55Q: 3 clusters Score -161821.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -161823.843750 Penalty: 2628.183105
	Iteration 56Q: 3 clusters Score -161823.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -161825.468750 Penalty: 2628.183105
	Iteration 57Q: 3 clusters Score -161825.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -161828.531250 Penalty: 2628.183105
	Iteration 58Q: 3 clusters Score -161828.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -161830.843750 Penalty: 2628.183105
	Iteration 59Q: 3 clusters Score -161830.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -161830.890625 Penalty: 2628.183105
	Iteration 60F: 3 clusters Score -161830.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -161832.140625 Penalty: 2628.183105
	Iteration 61Q: 3 clusters Score -161832.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -161832.296875 Penalty: 2628.183105
	Iteration 62Q: 3 clusters Score -161832.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -161832.296875 Penalty: 2628.183105
	Iteration 63F: 3 clusters Score -161832.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Entering Unmasked Estep 
Score: -112604.890625 Penalty: 1247.125366
	Iteration 0F: 2 clusters Score -112604.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -110379.968750 Penalty: 2494.250732
	Iteration 0F: 3 clusters Score -110380 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -110823.507812 Penalty: 2494.250732
	Iteration 1F: 3 clusters Score -110823.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -110944.789062 Penalty: 2494.250732
	Iteration 2F: 3 clusters Score -110944.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -111014.640625 Penalty: 2494.250732
	Iteration 3F: 3 clusters Score -111014.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -111055.453125 Penalty: 2494.250732
	Iteration 4Q: 3 clusters Score -111055.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -111083.398438 Penalty: 2494.250732
	Iteration 5Q: 3 clusters Score -111083.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -111101.335938 Penalty: 2494.250732
	Iteration 6Q: 3 clusters Score -111101.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -111110.648438 Penalty: 2494.250732
	Iteration 7Q: 3 clusters Score -111110.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -111120.265625 Penalty: 2494.250732
	Iteration 8Q: 3 clusters Score -111120.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -111131.304688 Penalty: 2494.250732
	Iteration 9Q: 3 clusters Score -111131.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -111140.304688 Penalty: 2494.250732
	Iteration 10Q: 3 clusters Score -111140.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -111149.585938 Penalty: 2494.250732
	Iteration 11Q: 3 clusters Score -111149.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -111161.796875 Penalty: 2494.250732
	Iteration 12Q: 3 clusters Score -111161.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -111168.125000 Penalty: 2494.250732
	Iteration 13Q: 3 clusters Score -111168.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -111173.750000 Penalty: 2494.250732
	Iteration 14Q: 3 clusters Score -111173.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -111180.406250 Penalty: 2494.250732
	Iteration 15Q: 3 clusters Score -111180.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -111184.937500 Penalty: 2494.250732
	Iteration 16Q: 3 clusters Score -111184.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -111186.992188 Penalty: 2494.250732
	Iteration 17Q: 3 clusters Score -111187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -111188.289062 Penalty: 2494.250732
	Iteration 18Q: 3 clusters Score -111188.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -111190.195312 Penalty: 2494.250732
	Iteration 19Q: 3 clusters Score -111190.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -111193.140625 Penalty: 2494.250732
	Iteration 20F: 3 clusters Score -111193.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -111196.921875 Penalty: 2494.250732
	Iteration 21Q: 3 clusters Score -111196.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -111199.468750 Penalty: 2494.250732
	Iteration 22Q: 3 clusters Score -111199.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -111200.953125 Penalty: 2494.250732
	Iteration 23Q: 3 clusters Score -111201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -111202.531250 Penalty: 2494.250732
	Iteration 24Q: 3 clusters Score -111202.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -111203.867188 Penalty: 2494.250732
	Iteration 25Q: 3 clusters Score -111203.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -111204.789062 Penalty: 2494.250732
	Iteration 26Q: 3 clusters Score -111204.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -111205.335938 Penalty: 2494.250732
	Iteration 27Q: 3 clusters Score -111205.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -111205.335938 Penalty: 2494.250732
	Iteration 28F: 3 clusters Score -111205.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Entering Unmasked Estep 
Score: -616136.187500 Penalty: 1517.729858
	Iteration 0F: 2 clusters Score -616136.2 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 5638 members 
Entering Unmasked Estep 
Score: -608058.250000 Penalty: 3035.459717
	Iteration 0F: 3 clusters Score -608058.2 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -610801.625000 Penalty: 3035.459717
	Iteration 1F: 3 clusters Score -610801.6 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -611174.687500 Penalty: 3035.459717
	Iteration 2F: 3 clusters Score -611174.7 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -611552.937500 Penalty: 3035.459717
	Iteration 3F: 3 clusters Score -611552.9 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -612003.062500 Penalty: 3035.459717
	Iteration 4F: 3 clusters Score -612003.1 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -612548.187500 Penalty: 3035.459717
	Iteration 5F: 3 clusters Score -612548.2 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -613119.812500 Penalty: 3035.459717
	Iteration 6F: 3 clusters Score -613119.8 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -613667.937500 Penalty: 3035.459717
	Iteration 7F: 3 clusters Score -613667.9 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -614067.937500 Penalty: 3035.459717
	Iteration 8Q: 3 clusters Score -614067.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -614274.812500 Penalty: 3035.459717
	Iteration 9Q: 3 clusters Score -614274.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -614369.625000 Penalty: 3035.459717
	Iteration 10Q: 3 clusters Score -614369.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -614431.875000 Penalty: 3035.459717
	Iteration 11Q: 3 clusters Score -614431.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -614479.187500 Penalty: 3035.459717
	Iteration 12Q: 3 clusters Score -614479.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -614512.250000 Penalty: 3035.459717
	Iteration 13Q: 3 clusters Score -614512.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -614539.187500 Penalty: 3035.459717
	Iteration 14Q: 3 clusters Score -614539.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -614563.062500 Penalty: 3035.459717
	Iteration 15Q: 3 clusters Score -614563.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -614592.500000 Penalty: 3035.459717
	Iteration 16Q: 3 clusters Score -614592.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -614626.562500 Penalty: 3035.459717
	Iteration 17Q: 3 clusters Score -614626.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -614660.562500 Penalty: 3035.459717
	Iteration 18Q: 3 clusters Score -614660.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -614682.625000 Penalty: 3035.459717
	Iteration 19Q: 3 clusters Score -614682.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -614710.312500 Penalty: 3035.459717
	Iteration 20F: 3 clusters Score -614710.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -614731.687500 Penalty: 3035.459717
	Iteration 21Q: 3 clusters Score -614731.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -614755.250000 Penalty: 3035.459717
	Iteration 22Q: 3 clusters Score -614755.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -614779.187500 Penalty: 3035.459717
	Iteration 23Q: 3 clusters Score -614779.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -614796.875000 Penalty: 3035.459717
	Iteration 24Q: 3 clusters Score -614796.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -614813.312500 Penalty: 3035.459717
	Iteration 25Q: 3 clusters Score -614813.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -614824.875000 Penalty: 3035.459717
	Iteration 26Q: 3 clusters Score -614824.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -614834.125000 Penalty: 3035.459717
	Iteration 27Q: 3 clusters Score -614834.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -614844.062500 Penalty: 3035.459717
	Iteration 28Q: 3 clusters Score -614844.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -614853.437500 Penalty: 3035.459717
	Iteration 29Q: 3 clusters Score -614853.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -614863.187500 Penalty: 3035.459717
	Iteration 30Q: 3 clusters Score -614863.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -614871.000000 Penalty: 3035.459717
	Iteration 31Q: 3 clusters Score -614871 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -614883.687500 Penalty: 3035.459717
	Iteration 32Q: 3 clusters Score -614883.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -614898.937500 Penalty: 3035.459717
	Iteration 33Q: 3 clusters Score -614898.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -614906.500000 Penalty: 3035.459717
	Iteration 34Q: 3 clusters Score -614906.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -614914.875000 Penalty: 3035.459717
	Iteration 35Q: 3 clusters Score -614914.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -614916.500000 Penalty: 3035.459717
	Iteration 36Q: 3 clusters Score -614916.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -614920.562500 Penalty: 3035.459717
	Iteration 37Q: 3 clusters Score -614920.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -614923.562500 Penalty: 3035.459717
	Iteration 38Q: 3 clusters Score -614923.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -614927.187500 Penalty: 3035.459717
	Iteration 39Q: 3 clusters Score -614927.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -614929.812500 Penalty: 3035.459717
	Iteration 40F: 3 clusters Score -614929.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -614934.562500 Penalty: 3035.459717
	Iteration 41Q: 3 clusters Score -614934.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -614937.562500 Penalty: 3035.459717
	Iteration 42Q: 3 clusters Score -614937.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -614938.750000 Penalty: 3035.459717
	Iteration 43Q: 3 clusters Score -614938.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -614941.062500 Penalty: 3035.459717
	Iteration 44Q: 3 clusters Score -614941.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -614944.812500 Penalty: 3035.459717
	Iteration 45Q: 3 clusters Score -614944.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -614947.562500 Penalty: 3035.459717
	Iteration 46Q: 3 clusters Score -614947.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -614950.875000 Penalty: 3035.459717
	Iteration 47Q: 3 clusters Score -614950.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -614951.125000 Penalty: 3035.459717
	Iteration 48Q: 3 clusters Score -614951.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -614951.937500 Penalty: 3035.459717
	Iteration 49Q: 3 clusters Score -614951.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -614952.500000 Penalty: 3035.459717
	Iteration 50Q: 3 clusters Score -614952.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -614954.812500 Penalty: 3035.459717
	Iteration 51Q: 3 clusters Score -614954.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -614953.937500 Penalty: 3035.459717
	Iteration 52Q: 3 clusters Score -614953.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -614954.375000 Penalty: 3035.459717
	Iteration 53Q: 3 clusters Score -614954.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -614953.562500 Penalty: 3035.459717
	Iteration 54Q: 3 clusters Score -614953.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -614953.562500 Penalty: 3035.459717
	Iteration 55F: 3 clusters Score -614953.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Entering Unmasked Estep 
Score: -506825.156250 Penalty: 1484.852539
	Iteration 0F: 2 clusters Score -506825.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -500146.468750 Penalty: 2969.705078
	Iteration 0F: 3 clusters Score -500146.5 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -502196.500000 Penalty: 2969.705078
	Iteration 1F: 3 clusters Score -502196.5 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -502485.218750 Penalty: 2969.705078
	Iteration 2F: 3 clusters Score -502485.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -502753.937500 Penalty: 2969.705078
	Iteration 3F: 3 clusters Score -502753.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -503008.468750 Penalty: 2969.705078
	Iteration 4F: 3 clusters Score -503008.5 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -503299.156250 Penalty: 2969.705078
	Iteration 5F: 3 clusters Score -503299.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -503639.343750 Penalty: 2969.705078
	Iteration 6F: 3 clusters Score -503639.3 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -504013.000000 Penalty: 2969.705078
	Iteration 7F: 3 clusters Score -504013 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -504385.062500 Penalty: 2969.705078
	Iteration 8F: 3 clusters Score -504385.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -504735.156250 Penalty: 2969.705078
	Iteration 9Q: 3 clusters Score -504735.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -505003.781250 Penalty: 2969.705078
	Iteration 10Q: 3 clusters Score -505003.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -505176.156250 Penalty: 2969.705078
	Iteration 11Q: 3 clusters Score -505176.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -505315.843750 Penalty: 2969.705078
	Iteration 12Q: 3 clusters Score -505315.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -505407.468750 Penalty: 2969.705078
	Iteration 13Q: 3 clusters Score -505407.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -505451.968750 Penalty: 2969.705078
	Iteration 14Q: 3 clusters Score -505452 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -505482.593750 Penalty: 2969.705078
	Iteration 15Q: 3 clusters Score -505482.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -505501.968750 Penalty: 2969.705078
	Iteration 16Q: 3 clusters Score -505502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -505516.281250 Penalty: 2969.705078
	Iteration 17Q: 3 clusters Score -505516.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -505526.000000 Penalty: 2969.705078
	Iteration 18Q: 3 clusters Score -505526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -505537.343750 Penalty: 2969.705078
	Iteration 19Q: 3 clusters Score -505537.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -505550.906250 Penalty: 2969.705078
	Iteration 20F: 3 clusters Score -505550.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -505557.531250 Penalty: 2969.705078
	Iteration 21Q: 3 clusters Score -505557.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -505563.843750 Penalty: 2969.705078
	Iteration 22Q: 3 clusters Score -505563.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -505566.062500 Penalty: 2969.705078
	Iteration 23Q: 3 clusters Score -505566.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -505568.093750 Penalty: 2969.705078
	Iteration 24Q: 3 clusters Score -505568.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -505568.093750 Penalty: 2969.705078
	Iteration 25F: 3 clusters Score -505568.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Entering Unmasked Estep 
Score: -193886.390625 Penalty: 1334.630493
	Iteration 0F: 2 clusters Score -193886.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -190666.687500 Penalty: 2669.260986
	Iteration 0F: 3 clusters Score -190666.7 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -191460.921875 Penalty: 2669.260986
	Iteration 1F: 3 clusters Score -191460.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -191600.046875 Penalty: 2669.260986
	Iteration 2F: 3 clusters Score -191600 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -191686.468750 Penalty: 2669.260986
	Iteration 3Q: 3 clusters Score -191686.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -191746.750000 Penalty: 2669.260986
	Iteration 4Q: 3 clusters Score -191746.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -191792.171875 Penalty: 2669.260986
	Iteration 5Q: 3 clusters Score -191792.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -191828.968750 Penalty: 2669.260986
	Iteration 6Q: 3 clusters Score -191829 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -191860.062500 Penalty: 2669.260986
	Iteration 7Q: 3 clusters Score -191860.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -191888.281250 Penalty: 2669.260986
	Iteration 8Q: 3 clusters Score -191888.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -191916.000000 Penalty: 2669.260986
	Iteration 9Q: 3 clusters Score -191916 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -191933.859375 Penalty: 2669.260986
	Iteration 10Q: 3 clusters Score -191933.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -191954.328125 Penalty: 2669.260986
	Iteration 11Q: 3 clusters Score -191954.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -191971.281250 Penalty: 2669.260986
	Iteration 12Q: 3 clusters Score -191971.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -191983.203125 Penalty: 2669.260986
	Iteration 13Q: 3 clusters Score -191983.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -191990.828125 Penalty: 2669.260986
	Iteration 14Q: 3 clusters Score -191990.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -191997.765625 Penalty: 2669.260986
	Iteration 15Q: 3 clusters Score -191997.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -192010.250000 Penalty: 2669.260986
	Iteration 16Q: 3 clusters Score -192010.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -192024.875000 Penalty: 2669.260986
	Iteration 17Q: 3 clusters Score -192024.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -192041.890625 Penalty: 2669.260986
	Iteration 18Q: 3 clusters Score -192041.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -192058.140625 Penalty: 2669.260986
	Iteration 19Q: 3 clusters Score -192058.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -192072.437500 Penalty: 2669.260986
	Iteration 20F: 3 clusters Score -192072.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -192090.234375 Penalty: 2669.260986
	Iteration 21Q: 3 clusters Score -192090.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -192113.312500 Penalty: 2669.260986
	Iteration 22Q: 3 clusters Score -192113.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -192145.546875 Penalty: 2669.260986
	Iteration 23Q: 3 clusters Score -192145.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -192182.625000 Penalty: 2669.260986
	Iteration 24Q: 3 clusters Score -192182.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -192219.734375 Penalty: 2669.260986
	Iteration 25Q: 3 clusters Score -192219.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -192249.296875 Penalty: 2669.260986
	Iteration 26Q: 3 clusters Score -192249.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -192284.546875 Penalty: 2669.260986
	Iteration 27Q: 3 clusters Score -192284.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -192323.000000 Penalty: 2669.260986
	Iteration 28Q: 3 clusters Score -192323 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -192370.687500 Penalty: 2669.260986
	Iteration 29Q: 3 clusters Score -192370.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -192404.796875 Penalty: 2669.260986
	Iteration 30Q: 3 clusters Score -192404.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -192430.890625 Penalty: 2669.260986
	Iteration 31Q: 3 clusters Score -192430.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -192445.859375 Penalty: 2669.260986
	Iteration 32Q: 3 clusters Score -192445.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -192458.703125 Penalty: 2669.260986
	Iteration 33Q: 3 clusters Score -192458.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -192473.796875 Penalty: 2669.260986
	Iteration 34Q: 3 clusters Score -192473.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -192486.734375 Penalty: 2669.260986
	Iteration 35Q: 3 clusters Score -192486.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -192502.281250 Penalty: 2669.260986
	Iteration 36Q: 3 clusters Score -192502.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -192520.546875 Penalty: 2669.260986
	Iteration 37Q: 3 clusters Score -192520.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -192535.562500 Penalty: 2669.260986
	Iteration 38Q: 3 clusters Score -192535.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -192548.250000 Penalty: 2669.260986
	Iteration 39Q: 3 clusters Score -192548.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -192561.437500 Penalty: 2669.260986
	Iteration 40F: 3 clusters Score -192561.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -192568.218750 Penalty: 2669.260986
	Iteration 41Q: 3 clusters Score -192568.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -192578.375000 Penalty: 2669.260986
	Iteration 42Q: 3 clusters Score -192578.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -192589.609375 Penalty: 2669.260986
	Iteration 43Q: 3 clusters Score -192589.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -192595.546875 Penalty: 2669.260986
	Iteration 44Q: 3 clusters Score -192595.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -192600.390625 Penalty: 2669.260986
	Iteration 45Q: 3 clusters Score -192600.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -192610.171875 Penalty: 2669.260986
	Iteration 46Q: 3 clusters Score -192610.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -192621.140625 Penalty: 2669.260986
	Iteration 47Q: 3 clusters Score -192621.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -192625.609375 Penalty: 2669.260986
	Iteration 48Q: 3 clusters Score -192625.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -192631.046875 Penalty: 2669.260986
	Iteration 49Q: 3 clusters Score -192631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -192636.953125 Penalty: 2669.260986
	Iteration 50Q: 3 clusters Score -192637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -192639.187500 Penalty: 2669.260986
	Iteration 51Q: 3 clusters Score -192639.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -192643.015625 Penalty: 2669.260986
	Iteration 52Q: 3 clusters Score -192643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -192648.218750 Penalty: 2669.260986
	Iteration 53Q: 3 clusters Score -192648.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -192650.937500 Penalty: 2669.260986
	Iteration 54Q: 3 clusters Score -192650.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -192653.625000 Penalty: 2669.260986
	Iteration 55Q: 3 clusters Score -192653.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -192654.609375 Penalty: 2669.260986
	Iteration 56Q: 3 clusters Score -192654.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -192657.609375 Penalty: 2669.260986
	Iteration 57Q: 3 clusters Score -192657.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -192659.328125 Penalty: 2669.260986
	Iteration 58Q: 3 clusters Score -192659.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -192660.328125 Penalty: 2669.260986
	Iteration 59Q: 3 clusters Score -192660.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -192660.328125 Penalty: 2669.260986
	Iteration 60F: 3 clusters Score -192660.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (94589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94589 members 
Entering Unmasked Estep 
Score: -4981037.000000 Penalty: 1861.810669
	Iteration 0F: 2 clusters Score -4981037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -4917837.500000 Penalty: 3723.621338
	Iteration 0F: 3 clusters Score -4917838 nChanged 45145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51519 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -4944132.000000 Penalty: 3723.621338
	Iteration 1F: 3 clusters Score -4944132 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54294 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -4945412.500000 Penalty: 3723.621338
	Iteration 2Q: 3 clusters Score -4945412 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58442 members 
Mstep: Class 2 contains 36147 members 
Entering Unmasked Estep 
Score: -4947800.000000 Penalty: 3723.621338
	Iteration 3F: 3 clusters Score -4947800 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64421 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -4952091.000000 Penalty: 3723.621338
	Iteration 4F: 3 clusters Score -4952091 nChanged 8039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71980 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -4958805.000000 Penalty: 3723.621338
	Iteration 5F: 3 clusters Score -4958805 nChanged 8409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79949 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -4966840.000000 Penalty: 3723.621338
	Iteration 6F: 3 clusters Score -4966840 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86287 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -4973320.000000 Penalty: 3723.621338
	Iteration 7F: 3 clusters Score -4973320 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89994 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -4977005.500000 Penalty: 3723.621338
	Iteration 8Q: 3 clusters Score -4977006 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91767 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -4978666.500000 Penalty: 3723.621338
	Iteration 9Q: 3 clusters Score -4978666 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92495 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -4979452.000000 Penalty: 3723.621338
	Iteration 10Q: 3 clusters Score -4979452 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92781 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -4979881.000000 Penalty: 3723.621338
	Iteration 11Q: 3 clusters Score -4979881 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92850 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4980175.000000 Penalty: 3723.621338
	Iteration 12Q: 3 clusters Score -4980175 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92829 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4980296.500000 Penalty: 3723.621338
	Iteration 13Q: 3 clusters Score -4980296 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92807 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4980361.500000 Penalty: 3723.621338
	Iteration 14Q: 3 clusters Score -4980362 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92786 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4980369.000000 Penalty: 3723.621338
	Iteration 15Q: 3 clusters Score -4980369 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92758 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -4980389.500000 Penalty: 3723.621338
	Iteration 16Q: 3 clusters Score -4980390 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92741 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -4980385.500000 Penalty: 3723.621338
	Iteration 17Q: 3 clusters Score -4980386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92738 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4980391.500000 Penalty: 3723.621338
	Iteration 18Q: 3 clusters Score -4980392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92737 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4980393.500000 Penalty: 3723.621338
	Iteration 19Q: 3 clusters Score -4980394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92719 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4980398.000000 Penalty: 3723.621338
	Iteration 20F: 3 clusters Score -4980398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92698 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -4980409.500000 Penalty: 3723.621338
	Iteration 21Q: 3 clusters Score -4980410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92689 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -4980407.000000 Penalty: 3723.621338
	Iteration 22Q: 3 clusters Score -4980407 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92675 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -4980415.500000 Penalty: 3723.621338
	Iteration 23Q: 3 clusters Score -4980416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92662 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4980425.000000 Penalty: 3723.621338
	Iteration 24Q: 3 clusters Score -4980425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92649 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -4980429.000000 Penalty: 3723.621338
	Iteration 25Q: 3 clusters Score -4980429 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92629 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -4980441.000000 Penalty: 3723.621338
	Iteration 26Q: 3 clusters Score -4980441 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92610 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -4980454.000000 Penalty: 3723.621338
	Iteration 27Q: 3 clusters Score -4980454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92596 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -4980453.500000 Penalty: 3723.621338
	Iteration 28Q: 3 clusters Score -4980454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92587 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4980449.000000 Penalty: 3723.621338
	Iteration 29Q: 3 clusters Score -4980449 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92570 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -4980454.500000 Penalty: 3723.621338
	Iteration 30Q: 3 clusters Score -4980454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92558 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -4980457.500000 Penalty: 3723.621338
	Iteration 31Q: 3 clusters Score -4980458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92546 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -4980466.000000 Penalty: 3723.621338
	Iteration 32Q: 3 clusters Score -4980466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92535 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -4980466.500000 Penalty: 3723.621338
	Iteration 33Q: 3 clusters Score -4980466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92528 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -4980472.500000 Penalty: 3723.621338
	Iteration 34Q: 3 clusters Score -4980472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92520 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -4980472.000000 Penalty: 3723.621338
	Iteration 35Q: 3 clusters Score -4980472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92517 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -4980471.000000 Penalty: 3723.621338
	Iteration 36Q: 3 clusters Score -4980471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92516 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -4980467.500000 Penalty: 3723.621338
	Iteration 37Q: 3 clusters Score -4980468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92515 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -4980465.500000 Penalty: 3723.621338
	Iteration 38Q: 3 clusters Score -4980466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92515 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -4980465.500000 Penalty: 3723.621338
	Iteration 39F: 3 clusters Score -4980466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Entering Unmasked Estep 
Score: -86951.765625 Penalty: 1222.477905
	Iteration 0F: 2 clusters Score -86951.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -84986.804688 Penalty: 2444.955811
	Iteration 0F: 3 clusters Score -84986.8 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -85425.429688 Penalty: 2444.955811
	Iteration 1F: 3 clusters Score -85425.43 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -85531.960938 Penalty: 2444.955811
	Iteration 2F: 3 clusters Score -85531.96 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -85595.250000 Penalty: 2444.955811
	Iteration 3Q: 3 clusters Score -85595.25 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -85631.171875 Penalty: 2444.955811
	Iteration 4Q: 3 clusters Score -85631.17 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -85660.914062 Penalty: 2444.955811
	Iteration 5Q: 3 clusters Score -85660.91 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -85691.984375 Penalty: 2444.955811
	Iteration 6Q: 3 clusters Score -85691.98 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -85715.953125 Penalty: 2444.955811
	Iteration 7Q: 3 clusters Score -85715.95 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -85740.070312 Penalty: 2444.955811
	Iteration 8Q: 3 clusters Score -85740.07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -85757.492188 Penalty: 2444.955811
	Iteration 9Q: 3 clusters Score -85757.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -85768.734375 Penalty: 2444.955811
	Iteration 10Q: 3 clusters Score -85768.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -85782.812500 Penalty: 2444.955811
	Iteration 11Q: 3 clusters Score -85782.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -85794.593750 Penalty: 2444.955811
	Iteration 12Q: 3 clusters Score -85794.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -85798.554688 Penalty: 2444.955811
	Iteration 13Q: 3 clusters Score -85798.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -85800.398438 Penalty: 2444.955811
	Iteration 14Q: 3 clusters Score -85800.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -85804.757812 Penalty: 2444.955811
	Iteration 15Q: 3 clusters Score -85804.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -85811.843750 Penalty: 2444.955811
	Iteration 16Q: 3 clusters Score -85811.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -85821.820312 Penalty: 2444.955811
	Iteration 17Q: 3 clusters Score -85821.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -85833.117188 Penalty: 2444.955811
	Iteration 18Q: 3 clusters Score -85833.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -85848.445312 Penalty: 2444.955811
	Iteration 19Q: 3 clusters Score -85848.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -85862.562500 Penalty: 2444.955811
	Iteration 20F: 3 clusters Score -85862.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -85870.164062 Penalty: 2444.955811
	Iteration 21Q: 3 clusters Score -85870.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -85875.156250 Penalty: 2444.955811
	Iteration 22Q: 3 clusters Score -85875.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -85878.187500 Penalty: 2444.955811
	Iteration 23Q: 3 clusters Score -85878.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -85881.007812 Penalty: 2444.955811
	Iteration 24Q: 3 clusters Score -85881.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -85884.460938 Penalty: 2444.955811
	Iteration 25Q: 3 clusters Score -85884.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -85887.625000 Penalty: 2444.955811
	Iteration 26Q: 3 clusters Score -85887.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -85889.078125 Penalty: 2444.955811
	Iteration 27Q: 3 clusters Score -85889.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -85890.054688 Penalty: 2444.955811
	Iteration 28Q: 3 clusters Score -85890.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -85890.382812 Penalty: 2444.955811
	Iteration 29Q: 3 clusters Score -85890.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -85890.382812 Penalty: 2444.955811
	Iteration 30F: 3 clusters Score -85890.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Entering Unmasked Estep 
Score: -853560.000000 Penalty: 1575.295044
	Iteration 0F: 2 clusters Score -853560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -842347.312500 Penalty: 3150.590088
	Iteration 0F: 3 clusters Score -842347.3 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -846257.375000 Penalty: 3150.590088
	Iteration 1F: 3 clusters Score -846257.4 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -846586.812500 Penalty: 3150.590088
	Iteration 2F: 3 clusters Score -846586.8 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -846874.375000 Penalty: 3150.590088
	Iteration 3Q: 3 clusters Score -846874.4 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -847142.875000 Penalty: 3150.590088
	Iteration 4Q: 3 clusters Score -847142.9 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -847422.000000 Penalty: 3150.590088
	Iteration 5Q: 3 clusters Score -847422 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -847743.312500 Penalty: 3150.590088
	Iteration 6Q: 3 clusters Score -847743.3 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -848130.062500 Penalty: 3150.590088
	Iteration 7Q: 3 clusters Score -848130.1 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -848598.625000 Penalty: 3150.590088
	Iteration 8Q: 3 clusters Score -848598.6 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -849179.687500 Penalty: 3150.590088
	Iteration 9F: 3 clusters Score -849179.7 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -849762.812500 Penalty: 3150.590088
	Iteration 10Q: 3 clusters Score -849762.8 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -850283.875000 Penalty: 3150.590088
	Iteration 11Q: 3 clusters Score -850283.9 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -850684.562500 Penalty: 3150.590088
	Iteration 12Q: 3 clusters Score -850684.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -851001.875000 Penalty: 3150.590088
	Iteration 13Q: 3 clusters Score -851001.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -851184.375000 Penalty: 3150.590088
	Iteration 14Q: 3 clusters Score -851184.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -851306.937500 Penalty: 3150.590088
	Iteration 15Q: 3 clusters Score -851306.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -851390.937500 Penalty: 3150.590088
	Iteration 16Q: 3 clusters Score -851390.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -851455.437500 Penalty: 3150.590088
	Iteration 17Q: 3 clusters Score -851455.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -851515.500000 Penalty: 3150.590088
	Iteration 18Q: 3 clusters Score -851515.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -851586.375000 Penalty: 3150.590088
	Iteration 19Q: 3 clusters Score -851586.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -851650.625000 Penalty: 3150.590088
	Iteration 20F: 3 clusters Score -851650.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -851695.625000 Penalty: 3150.590088
	Iteration 21Q: 3 clusters Score -851695.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -851725.750000 Penalty: 3150.590088
	Iteration 22Q: 3 clusters Score -851725.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -851754.062500 Penalty: 3150.590088
	Iteration 23Q: 3 clusters Score -851754.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -851775.250000 Penalty: 3150.590088
	Iteration 24Q: 3 clusters Score -851775.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -851802.562500 Penalty: 3150.590088
	Iteration 25Q: 3 clusters Score -851802.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -851832.500000 Penalty: 3150.590088
	Iteration 26Q: 3 clusters Score -851832.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -851856.687500 Penalty: 3150.590088
	Iteration 27Q: 3 clusters Score -851856.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -851882.812500 Penalty: 3150.590088
	Iteration 28Q: 3 clusters Score -851882.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -851918.687500 Penalty: 3150.590088
	Iteration 29Q: 3 clusters Score -851918.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -851954.750000 Penalty: 3150.590088
	Iteration 30Q: 3 clusters Score -851954.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -851984.125000 Penalty: 3150.590088
	Iteration 31Q: 3 clusters Score -851984.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -852015.062500 Penalty: 3150.590088
	Iteration 32Q: 3 clusters Score -852015.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -852043.875000 Penalty: 3150.590088
	Iteration 33Q: 3 clusters Score -852043.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -852079.812500 Penalty: 3150.590088
	Iteration 34Q: 3 clusters Score -852079.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -852108.937500 Penalty: 3150.590088
	Iteration 35Q: 3 clusters Score -852108.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -852133.750000 Penalty: 3150.590088
	Iteration 36Q: 3 clusters Score -852133.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -852158.812500 Penalty: 3150.590088
	Iteration 37Q: 3 clusters Score -852158.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -852179.062500 Penalty: 3150.590088
	Iteration 38Q: 3 clusters Score -852179.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -852193.937500 Penalty: 3150.590088
	Iteration 39Q: 3 clusters Score -852193.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -852207.187500 Penalty: 3150.590088
	Iteration 40F: 3 clusters Score -852207.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -852217.187500 Penalty: 3150.590088
	Iteration 41Q: 3 clusters Score -852217.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -852220.312500 Penalty: 3150.590088
	Iteration 42Q: 3 clusters Score -852220.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -852227.625000 Penalty: 3150.590088
	Iteration 43Q: 3 clusters Score -852227.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -852230.187500 Penalty: 3150.590088
	Iteration 44Q: 3 clusters Score -852230.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -852231.875000 Penalty: 3150.590088
	Iteration 45Q: 3 clusters Score -852231.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -852234.187500 Penalty: 3150.590088
	Iteration 46Q: 3 clusters Score -852234.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -852236.875000 Penalty: 3150.590088
	Iteration 47Q: 3 clusters Score -852236.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -852236.937500 Penalty: 3150.590088
	Iteration 48Q: 3 clusters Score -852236.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -852238.312500 Penalty: 3150.590088
	Iteration 49Q: 3 clusters Score -852238.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -852238.312500 Penalty: 3150.590088
	Iteration 50F: 3 clusters Score -852238.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Entering Unmasked Estep 
Score: -1013188.875000 Penalty: 1605.010742
	Iteration 0F: 2 clusters Score -1013189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -999888.375000 Penalty: 3210.021484
	Iteration 0F: 3 clusters Score -999888.4 nChanged 8812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1004684.250000 Penalty: 3210.021484
	Iteration 1F: 3 clusters Score -1004684 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1004998.062500 Penalty: 3210.021484
	Iteration 2Q: 3 clusters Score -1004998 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1005313.875000 Penalty: 3210.021484
	Iteration 3Q: 3 clusters Score -1005314 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1005690.250000 Penalty: 3210.021484
	Iteration 4Q: 3 clusters Score -1005690 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1006251.875000 Penalty: 3210.021484
	Iteration 5F: 3 clusters Score -1006252 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -1007043.375000 Penalty: 3210.021484
	Iteration 6F: 3 clusters Score -1007043 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -1008088.687500 Penalty: 3210.021484
	Iteration 7F: 3 clusters Score -1008089 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -1009366.625000 Penalty: 3210.021484
	Iteration 8F: 3 clusters Score -1009367 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -1010492.562500 Penalty: 3210.021484
	Iteration 9F: 3 clusters Score -1010493 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -1011161.312500 Penalty: 3210.021484
	Iteration 10Q: 3 clusters Score -1011161 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -1011498.500000 Penalty: 3210.021484
	Iteration 11Q: 3 clusters Score -1011498 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -1011649.500000 Penalty: 3210.021484
	Iteration 12Q: 3 clusters Score -1011650 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -1011713.000000 Penalty: 3210.021484
	Iteration 13Q: 3 clusters Score -1011713 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -1011740.937500 Penalty: 3210.021484
	Iteration 14Q: 3 clusters Score -1011741 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -1011766.500000 Penalty: 3210.021484
	Iteration 15Q: 3 clusters Score -1011766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -1011784.812500 Penalty: 3210.021484
	Iteration 16Q: 3 clusters Score -1011785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -1011790.625000 Penalty: 3210.021484
	Iteration 17Q: 3 clusters Score -1011791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -1011795.250000 Penalty: 3210.021484
	Iteration 18Q: 3 clusters Score -1011795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -1011799.562500 Penalty: 3210.021484
	Iteration 19Q: 3 clusters Score -1011800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -1011800.750000 Penalty: 3210.021484
	Iteration 20F: 3 clusters Score -1011801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -1011803.000000 Penalty: 3210.021484
	Iteration 21Q: 3 clusters Score -1011803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -1011806.625000 Penalty: 3210.021484
	Iteration 22Q: 3 clusters Score -1011807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -1011818.125000 Penalty: 3210.021484
	Iteration 23Q: 3 clusters Score -1011818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -1011823.000000 Penalty: 3210.021484
	Iteration 24Q: 3 clusters Score -1011823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -1011826.625000 Penalty: 3210.021484
	Iteration 25Q: 3 clusters Score -1011827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -1011826.875000 Penalty: 3210.021484
	Iteration 26Q: 3 clusters Score -1011827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -1011828.500000 Penalty: 3210.021484
	Iteration 27Q: 3 clusters Score -1011828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -1011830.500000 Penalty: 3210.021484
	Iteration 28Q: 3 clusters Score -1011830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -1011830.500000 Penalty: 3210.021484
	Iteration 29F: 3 clusters Score -1011830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Entering Unmasked Estep 
Score: -1054533.625000 Penalty: 1608.208008
	Iteration 0F: 2 clusters Score -1054534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1041000.437500 Penalty: 3216.416016
	Iteration 0F: 3 clusters Score -1041000 nChanged 9016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1045829.687500 Penalty: 3216.416016
	Iteration 1F: 3 clusters Score -1045830 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1046122.437500 Penalty: 3216.416016
	Iteration 2Q: 3 clusters Score -1046122 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1046353.375000 Penalty: 3216.416016
	Iteration 3Q: 3 clusters Score -1046353 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1046559.500000 Penalty: 3216.416016
	Iteration 4Q: 3 clusters Score -1046560 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1046780.812500 Penalty: 3216.416016
	Iteration 5Q: 3 clusters Score -1046781 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1047054.500000 Penalty: 3216.416016
	Iteration 6Q: 3 clusters Score -1047054 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1047478.750000 Penalty: 3216.416016
	Iteration 7Q: 3 clusters Score -1047479 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1048215.437500 Penalty: 3216.416016
	Iteration 8F: 3 clusters Score -1048215 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1049342.500000 Penalty: 3216.416016
	Iteration 9F: 3 clusters Score -1049342 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1050803.000000 Penalty: 3216.416016
	Iteration 10F: 3 clusters Score -1050803 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1052303.250000 Penalty: 3216.416016
	Iteration 11F: 3 clusters Score -1052303 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1053208.375000 Penalty: 3216.416016
	Iteration 12Q: 3 clusters Score -1053208 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1053613.625000 Penalty: 3216.416016
	Iteration 13Q: 3 clusters Score -1053614 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1053884.125000 Penalty: 3216.416016
	Iteration 14Q: 3 clusters Score -1053884 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1053981.750000 Penalty: 3216.416016
	Iteration 15Q: 3 clusters Score -1053982 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1054020.500000 Penalty: 3216.416016
	Iteration 16Q: 3 clusters Score -1054020 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1054037.125000 Penalty: 3216.416016
	Iteration 17Q: 3 clusters Score -1054037 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1054049.000000 Penalty: 3216.416016
	Iteration 18Q: 3 clusters Score -1054049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1054057.125000 Penalty: 3216.416016
	Iteration 19Q: 3 clusters Score -1054057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1054061.125000 Penalty: 3216.416016
	Iteration 20F: 3 clusters Score -1054061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1054063.000000 Penalty: 3216.416016
	Iteration 21Q: 3 clusters Score -1054063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1054067.375000 Penalty: 3216.416016
	Iteration 22Q: 3 clusters Score -1054067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1054067.375000 Penalty: 3216.416016
	Iteration 23F: 3 clusters Score -1054067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 21112 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 4253 members 
Mstep: Class 6 contains 6731 members 
Mstep: Class 8 contains 226745 members 
Mstep: Class 10 contains 3251 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 11383 members 
Mstep: Class 13 contains 9298 members 
Mstep: Class 15 contains 3689 members 
Mstep: Class 18 contains 94589 members 
Mstep: Class 19 contains 1850 members 
Mstep: Class 20 contains 16222 members 
Mstep: Class 22 contains 19477 members 
Mstep: Class 23 contains 19864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23137412.000000 Penalty: 38156.070312
Iteration 39Q: 19 clusters Score -2.313741e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 20855 members 
Mstep: Class 4 contains 2167 members 
Mstep: Class 5 contains 4233 members 
Mstep: Class 6 contains 6697 members 
Mstep: Class 7 contains 5684 members 
Mstep: Class 8 contains 228978 members 
Mstep: Class 10 contains 3220 members 
Mstep: Class 11 contains 2145 members 
Mstep: Class 12 contains 11101 members 
Mstep: Class 13 contains 9360 members 
Mstep: Class 15 contains 3499 members 
Mstep: Class 18 contains 93895 members 
Mstep: Class 19 contains 1859 members 
Mstep: Class 20 contains 16058 members 
Mstep: Class 22 contains 18975 members 
Mstep: Class 23 contains 19937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23138152.000000 Penalty: 38156.070312
Iteration 40F: 19 clusters Score -2.313815e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 3071 members 
Mstep: Class 3 contains 20592 members 
Mstep: Class 4 contains 2107 members 
Mstep: Class 5 contains 4281 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 5755 members 
Mstep: Class 8 contains 231199 members 
Mstep: Class 10 contains 3188 members 
Mstep: Class 11 contains 2131 members 
Mstep: Class 12 contains 10783 members 
Mstep: Class 13 contains 9396 members 
Mstep: Class 15 contains 3333 members 
Mstep: Class 18 contains 93054 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 20 contains 15894 members 
Mstep: Class 22 contains 18452 members 
Mstep: Class 23 contains 19995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23138612.000000 Penalty: 38156.070312
Iteration 41Q: 19 clusters Score -2.313861e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 3076 members 
Mstep: Class 3 contains 20335 members 
Mstep: Class 4 contains 2050 members 
Mstep: Class 5 contains 4314 members 
Mstep: Class 6 contains 6616 members 
Mstep: Class 7 contains 5843 members 
Mstep: Class 8 contains 233301 members 
Mstep: Class 10 contains 3161 members 
Mstep: Class 11 contains 2118 members 
Mstep: Class 12 contains 10497 members 
Mstep: Class 13 contains 9425 members 
Mstep: Class 15 contains 3171 members 
Mstep: Class 18 contains 92262 members 
Mstep: Class 19 contains 1966 members 
Mstep: Class 20 contains 15727 members 
Mstep: Class 22 contains 17955 members 
Mstep: Class 23 contains 20043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23139176.000000 Penalty: 38156.070312
Iteration 42Q: 19 clusters Score -2.313918e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 3074 members 
Mstep: Class 3 contains 20087 members 
Mstep: Class 4 contains 2001 members 
Mstep: Class 5 contains 4347 members 
Mstep: Class 6 contains 6593 members 
Mstep: Class 7 contains 5942 members 
Mstep: Class 8 contains 235283 members 
Mstep: Class 10 contains 3148 members 
Mstep: Class 11 contains 2111 members 
Mstep: Class 12 contains 10216 members 
Mstep: Class 13 contains 9455 members 
Mstep: Class 15 contains 3045 members 
Mstep: Class 18 contains 91450 members 
Mstep: Class 19 contains 2024 members 
Mstep: Class 20 contains 15556 members 
Mstep: Class 22 contains 17485 members 
Mstep: Class 23 contains 20078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23139636.000000 Penalty: 38156.070312
Iteration 43Q: 19 clusters Score -2.313964e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 3078 members 
Mstep: Class 3 contains 19829 members 
Mstep: Class 4 contains 1958 members 
Mstep: Class 5 contains 4383 members 
Mstep: Class 6 contains 6579 members 
Mstep: Class 7 contains 6048 members 
Mstep: Class 8 contains 237157 members 
Mstep: Class 10 contains 3141 members 
Mstep: Class 11 contains 2101 members 
Mstep: Class 12 contains 9948 members 
Mstep: Class 13 contains 9467 members 
Mstep: Class 15 contains 2924 members 
Mstep: Class 18 contains 90657 members 
Mstep: Class 19 contains 2069 members 
Mstep: Class 20 contains 15411 members 
Mstep: Class 22 contains 17064 members 
Mstep: Class 23 contains 20098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23139948.000000 Penalty: 38156.070312
Iteration 44Q: 19 clusters Score -2.313995e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 3083 members 
Mstep: Class 3 contains 19606 members 
Mstep: Class 4 contains 1911 members 
Mstep: Class 5 contains 4423 members 
Mstep: Class 6 contains 6569 members 
Mstep: Class 7 contains 6162 members 
Mstep: Class 8 contains 238943 members 
Mstep: Class 10 contains 3132 members 
Mstep: Class 11 contains 2087 members 
Mstep: Class 12 contains 9686 members 
Mstep: Class 13 contains 9476 members 
Mstep: Class 15 contains 2822 members 
Mstep: Class 18 contains 89858 members 
Mstep: Class 19 contains 2098 members 
Mstep: Class 20 contains 15267 members 
Mstep: Class 22 contains 16684 members 
Mstep: Class 23 contains 20118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140296.000000 Penalty: 38156.070312
Iteration 45Q: 19 clusters Score -2.31403e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 3087 members 
Mstep: Class 3 contains 19415 members 
Mstep: Class 4 contains 1873 members 
Mstep: Class 5 contains 4467 members 
Mstep: Class 6 contains 6557 members 
Mstep: Class 7 contains 6288 members 
Mstep: Class 8 contains 240593 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 2083 members 
Mstep: Class 12 contains 9438 members 
Mstep: Class 13 contains 9482 members 
Mstep: Class 15 contains 2727 members 
Mstep: Class 18 contains 89094 members 
Mstep: Class 19 contains 2128 members 
Mstep: Class 20 contains 15142 members 
Mstep: Class 22 contains 16308 members 
Mstep: Class 23 contains 20140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140586.000000 Penalty: 38156.070312
Iteration 46Q: 19 clusters Score -2.314059e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 19236 members 
Mstep: Class 4 contains 1821 members 
Mstep: Class 5 contains 4505 members 
Mstep: Class 6 contains 6546 members 
Mstep: Class 7 contains 6398 members 
Mstep: Class 8 contains 242206 members 
Mstep: Class 10 contains 3101 members 
Mstep: Class 11 contains 2081 members 
Mstep: Class 12 contains 9186 members 
Mstep: Class 13 contains 9478 members 
Mstep: Class 15 contains 2641 members 
Mstep: Class 18 contains 88391 members 
Mstep: Class 19 contains 2163 members 
Mstep: Class 20 contains 15040 members 
Mstep: Class 22 contains 15907 members 
Mstep: Class 23 contains 20151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140762.000000 Penalty: 38156.070312
Iteration 47Q: 19 clusters Score -2.314076e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 3091 members 
Mstep: Class 3 contains 19047 members 
Mstep: Class 4 contains 1783 members 
Mstep: Class 5 contains 4536 members 
Mstep: Class 6 contains 6533 members 
Mstep: Class 7 contains 6503 members 
Mstep: Class 8 contains 243785 members 
Mstep: Class 10 contains 3084 members 
Mstep: Class 11 contains 2080 members 
Mstep: Class 12 contains 8950 members 
Mstep: Class 13 contains 9480 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 18 contains 87717 members 
Mstep: Class 19 contains 2192 members 
Mstep: Class 20 contains 14934 members 
Mstep: Class 22 contains 15508 members 
Mstep: Class 23 contains 20167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23141100.000000 Penalty: 38156.070312
Iteration 48Q: 19 clusters Score -2.31411e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 3092 members 
Mstep: Class 3 contains 18871 members 
Mstep: Class 4 contains 1754 members 
Mstep: Class 5 contains 4579 members 
Mstep: Class 6 contains 6523 members 
Mstep: Class 7 contains 6605 members 
Mstep: Class 8 contains 245236 members 
Mstep: Class 10 contains 3067 members 
Mstep: Class 11 contains 2080 members 
Mstep: Class 12 contains 8714 members 
Mstep: Class 13 contains 9477 members 
Mstep: Class 15 contains 2502 members 
Mstep: Class 18 contains 87044 members 
Mstep: Class 19 contains 2230 members 
Mstep: Class 20 contains 14836 members 
Mstep: Class 22 contains 15162 members 
Mstep: Class 23 contains 20184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23141266.000000 Penalty: 38156.070312
Iteration 49Q: 19 clusters Score -2.314127e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 3091 members 
Mstep: Class 3 contains 18699 members 
Mstep: Class 4 contains 1716 members 
Mstep: Class 5 contains 4635 members 
Mstep: Class 6 contains 6513 members 
Mstep: Class 7 contains 6708 members 
Mstep: Class 8 contains 246616 members 
Mstep: Class 10 contains 3059 members 
Mstep: Class 11 contains 2081 members 
Mstep: Class 12 contains 8494 members 
Mstep: Class 13 contains 9482 members 
Mstep: Class 15 contains 2441 members 
Mstep: Class 18 contains 86329 members 
Mstep: Class 19 contains 2257 members 
Mstep: Class 20 contains 14752 members 
Mstep: Class 22 contains 14873 members 
Mstep: Class 23 contains 20195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23141530.000000 Penalty: 38156.070312
Iteration 50Q: 19 clusters Score -2.314153e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 3090 members 
Mstep: Class 3 contains 18538 members 
Mstep: Class 4 contains 1667 members 
Mstep: Class 5 contains 4709 members 
Mstep: Class 6 contains 6509 members 
Mstep: Class 7 contains 6815 members 
Mstep: Class 8 contains 247950 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 2081 members 
Mstep: Class 12 contains 8263 members 
Mstep: Class 13 contains 9500 members 
Mstep: Class 15 contains 2388 members 
Mstep: Class 18 contains 85605 members 
Mstep: Class 19 contains 2285 members 
Mstep: Class 20 contains 14667 members 
Mstep: Class 22 contains 14609 members 
Mstep: Class 23 contains 20212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23141836.000000 Penalty: 38156.070312
Iteration 51Q: 19 clusters Score -2.314184e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 3092 members 
Mstep: Class 3 contains 18379 members 
Mstep: Class 4 contains 1625 members 
Mstep: Class 5 contains 4778 members 
Mstep: Class 6 contains 6498 members 
Mstep: Class 7 contains 6929 members 
Mstep: Class 8 contains 249201 members 
Mstep: Class 10 contains 3022 members 
Mstep: Class 11 contains 2081 members 
Mstep: Class 12 contains 8042 members 
Mstep: Class 13 contains 9519 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 18 contains 84926 members 
Mstep: Class 19 contains 2293 members 
Mstep: Class 20 contains 14591 members 
Mstep: Class 22 contains 14365 members 
Mstep: Class 23 contains 20223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142088.000000 Penalty: 38156.070312
Iteration 52Q: 19 clusters Score -2.314209e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 3091 members 
Mstep: Class 3 contains 18249 members 
Mstep: Class 4 contains 1573 members 
Mstep: Class 5 contains 4822 members 
Mstep: Class 6 contains 6490 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 250399 members 
Mstep: Class 10 contains 3014 members 
Mstep: Class 11 contains 2082 members 
Mstep: Class 12 contains 7822 members 
Mstep: Class 13 contains 9534 members 
Mstep: Class 15 contains 2312 members 
Mstep: Class 18 contains 84238 members 
Mstep: Class 19 contains 2316 members 
Mstep: Class 20 contains 14536 members 
Mstep: Class 22 contains 14135 members 
Mstep: Class 23 contains 20241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142260.000000 Penalty: 38156.070312
Iteration 53Q: 19 clusters Score -2.314226e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 3091 members 
Mstep: Class 3 contains 18126 members 
Mstep: Class 4 contains 1538 members 
Mstep: Class 5 contains 4864 members 
Mstep: Class 6 contains 6487 members 
Mstep: Class 7 contains 7132 members 
Mstep: Class 8 contains 251520 members 
Mstep: Class 10 contains 3006 members 
Mstep: Class 11 contains 2083 members 
Mstep: Class 12 contains 7611 members 
Mstep: Class 13 contains 9540 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 18 contains 83592 members 
Mstep: Class 19 contains 2335 members 
Mstep: Class 20 contains 14491 members 
Mstep: Class 22 contains 13929 members 
Mstep: Class 23 contains 20249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2114.373535 but Gain 2119.781250
Score: -23142334.000000 Penalty: 36036.289062
Iteration 54Q: 18 clusters Score -2.314233e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 3091 members 
Mstep: Class 3 contains 18022 members 
Mstep: Class 5 contains 4921 members 
Mstep: Class 6 contains 6482 members 
Mstep: Class 7 contains 7227 members 
Mstep: Class 8 contains 253851 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 2085 members 
Mstep: Class 12 contains 7636 members 
Mstep: Class 13 contains 9561 members 
Mstep: Class 15 contains 2253 members 
Mstep: Class 18 contains 82973 members 
Mstep: Class 19 contains 2331 members 
Mstep: Class 20 contains 14453 members 
Mstep: Class 22 contains 13744 members 
Mstep: Class 23 contains 20246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23144164.000000 Penalty: 36036.289062
Iteration 55Q: 18 clusters Score -2.314416e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 3090 members 
Mstep: Class 3 contains 17947 members 
Mstep: Class 5 contains 4982 members 
Mstep: Class 6 contains 6482 members 
Mstep: Class 7 contains 7317 members 
Mstep: Class 8 contains 254890 members 
Mstep: Class 10 contains 2991 members 
Mstep: Class 11 contains 2085 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 9572 members 
Mstep: Class 15 contains 2238 members 
Mstep: Class 18 contains 82221 members 
Mstep: Class 19 contains 2332 members 
Mstep: Class 20 contains 14430 members 
Mstep: Class 22 contains 13555 members 
Mstep: Class 23 contains 20252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23144364.000000 Penalty: 36036.289062
Iteration 56Q: 18 clusters Score -2.314436e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 3091 members 
Mstep: Class 3 contains 17878 members 
Mstep: Class 5 contains 5052 members 
Mstep: Class 6 contains 6484 members 
Mstep: Class 7 contains 7385 members 
Mstep: Class 8 contains 255916 members 
Mstep: Class 10 contains 2980 members 
Mstep: Class 11 contains 2085 members 
Mstep: Class 12 contains 7265 members 
Mstep: Class 13 contains 9580 members 
Mstep: Class 15 contains 2225 members 
Mstep: Class 18 contains 81530 members 
Mstep: Class 19 contains 2339 members 
Mstep: Class 20 contains 14404 members 
Mstep: Class 22 contains 13362 members 
Mstep: Class 23 contains 20255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23144610.000000 Penalty: 36036.289062
Iteration 57Q: 18 clusters Score -2.314461e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 3093 members 
Mstep: Class 3 contains 17824 members 
Mstep: Class 5 contains 5130 members 
Mstep: Class 6 contains 6482 members 
Mstep: Class 7 contains 7443 members 
Mstep: Class 8 contains 256869 members 
Mstep: Class 10 contains 2973 members 
Mstep: Class 11 contains 2085 members 
Mstep: Class 12 contains 7103 members 
Mstep: Class 13 contains 9577 members 
Mstep: Class 15 contains 2209 members 
Mstep: Class 18 contains 80852 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 14386 members 
Mstep: Class 22 contains 13177 members 
Mstep: Class 23 contains 20255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23144898.000000 Penalty: 36036.289062
Iteration 58Q: 18 clusters Score -2.31449e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 3095 members 
Mstep: Class 3 contains 17775 members 
Mstep: Class 5 contains 5204 members 
Mstep: Class 6 contains 6480 members 
Mstep: Class 7 contains 7501 members 
Mstep: Class 8 contains 257746 members 
Mstep: Class 10 contains 2968 members 
Mstep: Class 11 contains 2082 members 
Mstep: Class 12 contains 6960 members 
Mstep: Class 13 contains 9600 members 
Mstep: Class 15 contains 2188 members 
Mstep: Class 18 contains 80198 members 
Mstep: Class 19 contains 2370 members 
Mstep: Class 20 contains 14358 members 
Mstep: Class 22 contains 13006 members 
Mstep: Class 23 contains 20259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23144910.000000 Penalty: 36036.289062
Iteration 59Q: 18 clusters Score -2.314491e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 3097 members 
Mstep: Class 3 contains 17715 members 
Mstep: Class 5 contains 5257 members 
Mstep: Class 6 contains 6467 members 
Mstep: Class 7 contains 7566 members 
Mstep: Class 8 contains 258602 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 2082 members 
Mstep: Class 12 contains 6826 members 
Mstep: Class 13 contains 9615 members 
Mstep: Class 15 contains 2165 members 
Mstep: Class 18 contains 79556 members 
Mstep: Class 19 contains 2382 members 
Mstep: Class 20 contains 14322 members 
Mstep: Class 22 contains 12866 members 
Mstep: Class 23 contains 20273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145058.000000 Penalty: 36036.289062
Iteration 60F: 18 clusters Score -2.314506e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 3097 members 
Mstep: Class 3 contains 17659 members 
Mstep: Class 5 contains 5322 members 
Mstep: Class 6 contains 6459 members 
Mstep: Class 7 contains 7620 members 
Mstep: Class 8 contains 259451 members 
Mstep: Class 10 contains 2961 members 
Mstep: Class 11 contains 2083 members 
Mstep: Class 12 contains 6694 members 
Mstep: Class 13 contains 9623 members 
Mstep: Class 15 contains 2151 members 
Mstep: Class 18 contains 78881 members 
Mstep: Class 19 contains 2386 members 
Mstep: Class 20 contains 14289 members 
Mstep: Class 22 contains 12745 members 
Mstep: Class 23 contains 20295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145150.000000 Penalty: 36036.289062
Iteration 61Q: 18 clusters Score -2.314515e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 3097 members 
Mstep: Class 3 contains 17608 members 
Mstep: Class 5 contains 5396 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 7673 members 
Mstep: Class 8 contains 260301 members 
Mstep: Class 10 contains 2965 members 
Mstep: Class 11 contains 2084 members 
Mstep: Class 12 contains 6564 members 
Mstep: Class 13 contains 9630 members 
Mstep: Class 15 contains 2125 members 
Mstep: Class 18 contains 78177 members 
Mstep: Class 19 contains 2392 members 
Mstep: Class 20 contains 14259 members 
Mstep: Class 22 contains 12651 members 
Mstep: Class 23 contains 20311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145098.000000 Penalty: 36036.289062
Iteration 62Q: 18 clusters Score -2.31451e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 3097 members 
Mstep: Class 3 contains 17558 members 
Mstep: Class 5 contains 5451 members 
Mstep: Class 6 contains 6455 members 
Mstep: Class 7 contains 7719 members 
Mstep: Class 8 contains 261132 members 
Mstep: Class 10 contains 2965 members 
Mstep: Class 11 contains 2085 members 
Mstep: Class 12 contains 6438 members 
Mstep: Class 13 contains 9632 members 
Mstep: Class 15 contains 2106 members 
Mstep: Class 18 contains 77501 members 
Mstep: Class 19 contains 2406 members 
Mstep: Class 20 contains 14237 members 
Mstep: Class 22 contains 12565 members 
Mstep: Class 23 contains 20317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145268.000000 Penalty: 36036.289062
Iteration 63Q: 18 clusters Score -2.314527e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 3098 members 
Mstep: Class 3 contains 17515 members 
Mstep: Class 5 contains 5511 members 
Mstep: Class 6 contains 6450 members 
Mstep: Class 7 contains 7775 members 
Mstep: Class 8 contains 261897 members 
Mstep: Class 10 contains 2970 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 6327 members 
Mstep: Class 13 contains 9621 members 
Mstep: Class 15 contains 2091 members 
Mstep: Class 18 contains 76868 members 
Mstep: Class 19 contains 2409 members 
Mstep: Class 20 contains 14211 members 
Mstep: Class 22 contains 12495 members 
Mstep: Class 23 contains 20325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145382.000000 Penalty: 36036.289062
Iteration 64Q: 18 clusters Score -2.314538e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 3097 members 
Mstep: Class 3 contains 17466 members 
Mstep: Class 5 contains 5576 members 
Mstep: Class 6 contains 6447 members 
Mstep: Class 7 contains 7826 members 
Mstep: Class 8 contains 262631 members 
Mstep: Class 10 contains 2970 members 
Mstep: Class 11 contains 2085 members 
Mstep: Class 12 contains 6235 members 
Mstep: Class 13 contains 9593 members 
Mstep: Class 15 contains 2088 members 
Mstep: Class 18 contains 76260 members 
Mstep: Class 19 contains 2411 members 
Mstep: Class 20 contains 14190 members 
Mstep: Class 22 contains 12432 members 
Mstep: Class 23 contains 20333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145478.000000 Penalty: 36036.289062
Iteration 65Q: 18 clusters Score -2.314548e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 3097 members 
Mstep: Class 3 contains 17432 members 
Mstep: Class 5 contains 5636 members 
Mstep: Class 6 contains 6447 members 
Mstep: Class 7 contains 7874 members 
Mstep: Class 8 contains 263326 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 2084 members 
Mstep: Class 12 contains 6169 members 
Mstep: Class 13 contains 9590 members 
Mstep: Class 15 contains 2075 members 
Mstep: Class 18 contains 75642 members 
Mstep: Class 19 contains 2407 members 
Mstep: Class 20 contains 14161 members 
Mstep: Class 22 contains 12370 members 
Mstep: Class 23 contains 20339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145460.000000 Penalty: 36036.289062
Iteration 66Q: 18 clusters Score -2.314546e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 3098 members 
Mstep: Class 3 contains 17404 members 
Mstep: Class 5 contains 5727 members 
Mstep: Class 6 contains 6448 members 
Mstep: Class 7 contains 7932 members 
Mstep: Class 8 contains 263982 members 
Mstep: Class 10 contains 2972 members 
Mstep: Class 11 contains 2082 members 
Mstep: Class 12 contains 6098 members 
Mstep: Class 13 contains 9575 members 
Mstep: Class 15 contains 2062 members 
Mstep: Class 18 contains 75021 members 
Mstep: Class 19 contains 2407 members 
Mstep: Class 20 contains 14117 members 
Mstep: Class 22 contains 12320 members 
Mstep: Class 23 contains 20356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145614.000000 Penalty: 36036.289062
Iteration 67Q: 18 clusters Score -2.314561e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 3098 members 
Mstep: Class 3 contains 17384 members 
Mstep: Class 5 contains 5821 members 
Mstep: Class 6 contains 6445 members 
Mstep: Class 7 contains 8007 members 
Mstep: Class 8 contains 264664 members 
Mstep: Class 10 contains 2974 members 
Mstep: Class 11 contains 2081 members 
Mstep: Class 12 contains 6030 members 
Mstep: Class 13 contains 9566 members 
Mstep: Class 15 contains 2054 members 
Mstep: Class 18 contains 74349 members 
Mstep: Class 19 contains 2411 members 
Mstep: Class 20 contains 14079 members 
Mstep: Class 22 contains 12263 members 
Mstep: Class 23 contains 20369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145682.000000 Penalty: 36036.289062
Iteration 68Q: 18 clusters Score -2.314568e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 3097 members 
Mstep: Class 3 contains 17364 members 
Mstep: Class 5 contains 5908 members 
Mstep: Class 6 contains 6445 members 
Mstep: Class 7 contains 8074 members 
Mstep: Class 8 contains 265266 members 
Mstep: Class 10 contains 2979 members 
Mstep: Class 11 contains 2079 members 
Mstep: Class 12 contains 5968 members 
Mstep: Class 13 contains 9556 members 
Mstep: Class 15 contains 2047 members 
Mstep: Class 18 contains 73762 members 
Mstep: Class 19 contains 2408 members 
Mstep: Class 20 contains 14041 members 
Mstep: Class 22 contains 12204 members 
Mstep: Class 23 contains 20389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145806.000000 Penalty: 36036.289062
Iteration 69Q: 18 clusters Score -2.314581e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 3097 members 
Mstep: Class 3 contains 17349 members 
Mstep: Class 5 contains 6011 members 
Mstep: Class 6 contains 6444 members 
Mstep: Class 7 contains 8136 members 
Mstep: Class 8 contains 265897 members 
Mstep: Class 10 contains 2978 members 
Mstep: Class 11 contains 2079 members 
Mstep: Class 12 contains 5900 members 
Mstep: Class 13 contains 9547 members 
Mstep: Class 15 contains 2027 members 
Mstep: Class 18 contains 73149 members 
Mstep: Class 19 contains 2408 members 
Mstep: Class 20 contains 14012 members 
Mstep: Class 22 contains 12151 members 
Mstep: Class 23 contains 20397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145826.000000 Penalty: 36036.289062
Iteration 70Q: 18 clusters Score -2.314583e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 3099 members 
Mstep: Class 3 contains 17331 members 
Mstep: Class 5 contains 6094 members 
Mstep: Class 6 contains 6441 members 
Mstep: Class 7 contains 8187 members 
Mstep: Class 8 contains 266563 members 
Mstep: Class 10 contains 2981 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 5842 members 
Mstep: Class 13 contains 9522 members 
Mstep: Class 15 contains 2015 members 
Mstep: Class 18 contains 72517 members 
Mstep: Class 19 contains 2418 members 
Mstep: Class 20 contains 13991 members 
Mstep: Class 22 contains 12097 members 
Mstep: Class 23 contains 20407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145882.000000 Penalty: 36036.289062
Iteration 71Q: 18 clusters Score -2.314588e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 3100 members 
Mstep: Class 3 contains 17309 members 
Mstep: Class 5 contains 6184 members 
Mstep: Class 6 contains 6439 members 
Mstep: Class 7 contains 8245 members 
Mstep: Class 8 contains 267274 members 
Mstep: Class 10 contains 2988 members 
Mstep: Class 11 contains 2074 members 
Mstep: Class 12 contains 5780 members 
Mstep: Class 13 contains 9500 members 
Mstep: Class 15 contains 2002 members 
Mstep: Class 18 contains 71845 members 
Mstep: Class 19 contains 2428 members 
Mstep: Class 20 contains 13967 members 
Mstep: Class 22 contains 12020 members 
Mstep: Class 23 contains 20422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146030.000000 Penalty: 36036.289062
Iteration 72Q: 18 clusters Score -2.314603e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 3100 members 
Mstep: Class 3 contains 17293 members 
Mstep: Class 5 contains 6283 members 
Mstep: Class 6 contains 6436 members 
Mstep: Class 7 contains 8306 members 
Mstep: Class 8 contains 267958 members 
Mstep: Class 10 contains 2995 members 
Mstep: Class 11 contains 2071 members 
Mstep: Class 12 contains 5722 members 
Mstep: Class 13 contains 9468 members 
Mstep: Class 15 contains 1987 members 
Mstep: Class 18 contains 71211 members 
Mstep: Class 19 contains 2428 members 
Mstep: Class 20 contains 13939 members 
Mstep: Class 22 contains 11946 members 
Mstep: Class 23 contains 20428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146090.000000 Penalty: 36036.289062
Iteration 73Q: 18 clusters Score -2.314609e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 3100 members 
Mstep: Class 3 contains 17284 members 
Mstep: Class 5 contains 6382 members 
Mstep: Class 6 contains 6432 members 
Mstep: Class 7 contains 8354 members 
Mstep: Class 8 contains 268630 members 
Mstep: Class 10 contains 2996 members 
Mstep: Class 11 contains 2070 members 
Mstep: Class 12 contains 5655 members 
Mstep: Class 13 contains 9438 members 
Mstep: Class 15 contains 1976 members 
Mstep: Class 18 contains 70577 members 
Mstep: Class 19 contains 2437 members 
Mstep: Class 20 contains 13909 members 
Mstep: Class 22 contains 11881 members 
Mstep: Class 23 contains 20439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146304.000000 Penalty: 36036.289062
Iteration 74Q: 18 clusters Score -2.31463e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 3100 members 
Mstep: Class 3 contains 17272 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 6431 members 
Mstep: Class 7 contains 8389 members 
Mstep: Class 8 contains 269333 members 
Mstep: Class 10 contains 2992 members 
Mstep: Class 11 contains 2070 members 
Mstep: Class 12 contains 5605 members 
Mstep: Class 13 contains 9394 members 
Mstep: Class 15 contains 1963 members 
Mstep: Class 18 contains 69918 members 
Mstep: Class 19 contains 2445 members 
Mstep: Class 20 contains 13875 members 
Mstep: Class 22 contains 11820 members 
Mstep: Class 23 contains 20458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146278.000000 Penalty: 36036.289062
Iteration 75Q: 18 clusters Score -2.314628e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 3101 members 
Mstep: Class 3 contains 17256 members 
Mstep: Class 5 contains 6585 members 
Mstep: Class 6 contains 6427 members 
Mstep: Class 7 contains 8438 members 
Mstep: Class 8 contains 270017 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 2070 members 
Mstep: Class 12 contains 5549 members 
Mstep: Class 13 contains 9331 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 18 contains 69261 members 
Mstep: Class 19 contains 2450 members 
Mstep: Class 20 contains 13843 members 
Mstep: Class 22 contains 11773 members 
Mstep: Class 23 contains 20478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146322.000000 Penalty: 36036.289062
Iteration 76Q: 18 clusters Score -2.314632e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 3101 members 
Mstep: Class 3 contains 17244 members 
Mstep: Class 5 contains 6669 members 
Mstep: Class 6 contains 6422 members 
Mstep: Class 7 contains 8475 members 
Mstep: Class 8 contains 270740 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 2071 members 
Mstep: Class 12 contains 5497 members 
Mstep: Class 13 contains 9259 members 
Mstep: Class 15 contains 1933 members 
Mstep: Class 18 contains 68615 members 
Mstep: Class 19 contains 2451 members 
Mstep: Class 20 contains 13818 members 
Mstep: Class 22 contains 11728 members 
Mstep: Class 23 contains 20483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146370.000000 Penalty: 36036.289062
Iteration 77Q: 18 clusters Score -2.314637e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 3102 members 
Mstep: Class 3 contains 17232 members 
Mstep: Class 5 contains 6776 members 
Mstep: Class 6 contains 6419 members 
Mstep: Class 7 contains 8521 members 
Mstep: Class 8 contains 271384 members 
Mstep: Class 10 contains 3007 members 
Mstep: Class 11 contains 2072 members 
Mstep: Class 12 contains 5460 members 
Mstep: Class 13 contains 9191 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 18 contains 67987 members 
Mstep: Class 19 contains 2447 members 
Mstep: Class 20 contains 13802 members 
Mstep: Class 22 contains 11692 members 
Mstep: Class 23 contains 20483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146314.000000 Penalty: 36036.289062
Iteration 78Q: 18 clusters Score -2.314631e+07 nChanged 1042
Entering ConstructFrom: 
Score: -23146314.000000 Penalty: 36036.289062
Entering ConstructFrom: 
Trying to split cluster 1 (11209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Entering Unmasked Estep 
Score: -550640.937500 Penalty: 1515.226807
	Iteration 0F: 2 clusters Score -550640.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -542770.000000 Penalty: 3030.453613
	Iteration 0F: 3 clusters Score -542770 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -545954.375000 Penalty: 3030.453613
	Iteration 1F: 3 clusters Score -545954.4 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -546941.812500 Penalty: 3030.453613
	Iteration 2F: 3 clusters Score -546941.8 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -548061.000000 Penalty: 3030.453613
	Iteration 3F: 3 clusters Score -548061 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -549117.437500 Penalty: 3030.453613
	Iteration 4F: 3 clusters Score -549117.4 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -549911.437500 Penalty: 3030.453613
	Iteration 5F: 3 clusters Score -549911.4 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -550335.437500 Penalty: 3030.453613
	Iteration 6F: 3 clusters Score -550335.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -550551.312500 Penalty: 3030.453613
	Iteration 7Q: 3 clusters Score -550551.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -550674.812500 Penalty: 3030.453613
	Iteration 8Q: 3 clusters Score -550674.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -550740.437500 Penalty: 3030.453613
	Iteration 9Q: 3 clusters Score -550740.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -550787.875000 Penalty: 3030.453613
	Iteration 10Q: 3 clusters Score -550787.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -550819.750000 Penalty: 3030.453613
	Iteration 11Q: 3 clusters Score -550819.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -550844.500000 Penalty: 3030.453613
	Iteration 12Q: 3 clusters Score -550844.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -550868.250000 Penalty: 3030.453613
	Iteration 13Q: 3 clusters Score -550868.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -550887.000000 Penalty: 3030.453613
	Iteration 14Q: 3 clusters Score -550887 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -550907.937500 Penalty: 3030.453613
	Iteration 15Q: 3 clusters Score -550907.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -550923.000000 Penalty: 3030.453613
	Iteration 16Q: 3 clusters Score -550923 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -550940.312500 Penalty: 3030.453613
	Iteration 17Q: 3 clusters Score -550940.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -550953.500000 Penalty: 3030.453613
	Iteration 18Q: 3 clusters Score -550953.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -550971.625000 Penalty: 3030.453613
	Iteration 19Q: 3 clusters Score -550971.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -550982.375000 Penalty: 3030.453613
	Iteration 20F: 3 clusters Score -550982.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -550991.562500 Penalty: 3030.453613
	Iteration 21Q: 3 clusters Score -550991.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -550997.625000 Penalty: 3030.453613
	Iteration 22Q: 3 clusters Score -550997.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -551002.250000 Penalty: 3030.453613
	Iteration 23Q: 3 clusters Score -551002.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -551007.187500 Penalty: 3030.453613
	Iteration 24Q: 3 clusters Score -551007.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -551010.250000 Penalty: 3030.453613
	Iteration 25Q: 3 clusters Score -551010.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -551012.000000 Penalty: 3030.453613
	Iteration 26Q: 3 clusters Score -551012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -551015.375000 Penalty: 3030.453613
	Iteration 27Q: 3 clusters Score -551015.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -551018.875000 Penalty: 3030.453613
	Iteration 28Q: 3 clusters Score -551018.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -551020.562500 Penalty: 3030.453613
	Iteration 29Q: 3 clusters Score -551020.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -551020.812500 Penalty: 3030.453613
	Iteration 30Q: 3 clusters Score -551020.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -551024.187500 Penalty: 3030.453613
	Iteration 31Q: 3 clusters Score -551024.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -551027.375000 Penalty: 3030.453613
	Iteration 32Q: 3 clusters Score -551027.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -551031.687500 Penalty: 3030.453613
	Iteration 33Q: 3 clusters Score -551031.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -551034.625000 Penalty: 3030.453613
	Iteration 34Q: 3 clusters Score -551034.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -551039.562500 Penalty: 3030.453613
	Iteration 35Q: 3 clusters Score -551039.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -551040.562500 Penalty: 3030.453613
	Iteration 36Q: 3 clusters Score -551040.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -551042.937500 Penalty: 3030.453613
	Iteration 37Q: 3 clusters Score -551042.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -551043.312500 Penalty: 3030.453613
	Iteration 38Q: 3 clusters Score -551043.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -551047.562500 Penalty: 3030.453613
	Iteration 39Q: 3 clusters Score -551047.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -551049.750000 Penalty: 3030.453613
	Iteration 40F: 3 clusters Score -551049.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -551053.250000 Penalty: 3030.453613
	Iteration 41Q: 3 clusters Score -551053.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -551054.437500 Penalty: 3030.453613
	Iteration 42Q: 3 clusters Score -551054.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -551056.375000 Penalty: 3030.453613
	Iteration 43Q: 3 clusters Score -551056.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -551057.375000 Penalty: 3030.453613
	Iteration 44Q: 3 clusters Score -551057.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -551056.062500 Penalty: 3030.453613
	Iteration 45Q: 3 clusters Score -551056.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -551057.625000 Penalty: 3030.453613
	Iteration 46Q: 3 clusters Score -551057.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -551058.250000 Penalty: 3030.453613
	Iteration 47Q: 3 clusters Score -551058.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -551059.062500 Penalty: 3030.453613
	Iteration 48Q: 3 clusters Score -551059.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -551060.250000 Penalty: 3030.453613
	Iteration 49Q: 3 clusters Score -551060.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -551060.375000 Penalty: 3030.453613
	Iteration 50Q: 3 clusters Score -551060.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -551060.375000 Penalty: 3030.453613
	Iteration 51F: 3 clusters Score -551060.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3103 members 
Mstep: Class 3 contains 17218 members 
Mstep: Class 4 contains 9778 members 
Mstep: Class 5 contains 6883 members 
Mstep: Class 6 contains 6416 members 
Mstep: Class 7 contains 8572 members 
Mstep: Class 8 contains 271988 members 
Mstep: Class 10 contains 3012 members 
Mstep: Class 11 contains 2070 members 
Mstep: Class 12 contains 5420 members 
Mstep: Class 13 contains 9101 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 18 contains 67393 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 13788 members 
Mstep: Class 22 contains 11667 members 
Mstep: Class 23 contains 20486 members 
Entering Unmasked Estep 
Score: -23146228.000000 Penalty: 38156.070312
Splitting cluster 1 changes total score from -23146314.000000 to -23146228.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (3103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Entering Unmasked Estep 
Score: -157785.046875 Penalty: 1306.520264
	Iteration 0F: 2 clusters Score -157785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -154969.109375 Penalty: 2613.040527
	Iteration 0F: 3 clusters Score -154969.1 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -155611.500000 Penalty: 2613.040527
	Iteration 1F: 3 clusters Score -155611.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -155769.343750 Penalty: 2613.040527
	Iteration 2F: 3 clusters Score -155769.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -155857.218750 Penalty: 2613.040527
	Iteration 3F: 3 clusters Score -155857.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -155902.703125 Penalty: 2613.040527
	Iteration 4Q: 3 clusters Score -155902.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -155934.375000 Penalty: 2613.040527
	Iteration 5Q: 3 clusters Score -155934.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -155959.031250 Penalty: 2613.040527
	Iteration 6Q: 3 clusters Score -155959 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -155981.734375 Penalty: 2613.040527
	Iteration 7Q: 3 clusters Score -155981.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -156001.453125 Penalty: 2613.040527
	Iteration 8Q: 3 clusters Score -156001.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -156017.843750 Penalty: 2613.040527
	Iteration 9Q: 3 clusters Score -156017.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -156029.359375 Penalty: 2613.040527
	Iteration 10Q: 3 clusters Score -156029.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -156036.500000 Penalty: 2613.040527
	Iteration 11Q: 3 clusters Score -156036.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -156041.125000 Penalty: 2613.040527
	Iteration 12Q: 3 clusters Score -156041.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -156044.765625 Penalty: 2613.040527
	Iteration 13Q: 3 clusters Score -156044.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -156047.468750 Penalty: 2613.040527
	Iteration 14Q: 3 clusters Score -156047.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -156049.546875 Penalty: 2613.040527
	Iteration 15Q: 3 clusters Score -156049.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -156051.468750 Penalty: 2613.040527
	Iteration 16Q: 3 clusters Score -156051.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -156052.109375 Penalty: 2613.040527
	Iteration 17Q: 3 clusters Score -156052.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -156052.812500 Penalty: 2613.040527
	Iteration 18Q: 3 clusters Score -156052.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -156053.781250 Penalty: 2613.040527
	Iteration 19Q: 3 clusters Score -156053.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -156054.703125 Penalty: 2613.040527
	Iteration 20F: 3 clusters Score -156054.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -156056.484375 Penalty: 2613.040527
	Iteration 21Q: 3 clusters Score -156056.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -156060.859375 Penalty: 2613.040527
	Iteration 22Q: 3 clusters Score -156060.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -156066.062500 Penalty: 2613.040527
	Iteration 23Q: 3 clusters Score -156066.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -156068.578125 Penalty: 2613.040527
	Iteration 24Q: 3 clusters Score -156068.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -156070.484375 Penalty: 2613.040527
	Iteration 25Q: 3 clusters Score -156070.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -156072.203125 Penalty: 2613.040527
	Iteration 26Q: 3 clusters Score -156072.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -156076.234375 Penalty: 2613.040527
	Iteration 27Q: 3 clusters Score -156076.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -156080.359375 Penalty: 2613.040527
	Iteration 28Q: 3 clusters Score -156080.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -156083.296875 Penalty: 2613.040527
	Iteration 29Q: 3 clusters Score -156083.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -156085.375000 Penalty: 2613.040527
	Iteration 30Q: 3 clusters Score -156085.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -156087.609375 Penalty: 2613.040527
	Iteration 31Q: 3 clusters Score -156087.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -156090.312500 Penalty: 2613.040527
	Iteration 32Q: 3 clusters Score -156090.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -156093.609375 Penalty: 2613.040527
	Iteration 33Q: 3 clusters Score -156093.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -156097.078125 Penalty: 2613.040527
	Iteration 34Q: 3 clusters Score -156097.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -156101.062500 Penalty: 2613.040527
	Iteration 35Q: 3 clusters Score -156101.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -156105.328125 Penalty: 2613.040527
	Iteration 36Q: 3 clusters Score -156105.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -156110.109375 Penalty: 2613.040527
	Iteration 37Q: 3 clusters Score -156110.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -156117.375000 Penalty: 2613.040527
	Iteration 38Q: 3 clusters Score -156117.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -156127.109375 Penalty: 2613.040527
	Iteration 39Q: 3 clusters Score -156127.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -156138.468750 Penalty: 2613.040527
	Iteration 40F: 3 clusters Score -156138.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -156150.953125 Penalty: 2613.040527
	Iteration 41Q: 3 clusters Score -156151 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -156162.640625 Penalty: 2613.040527
	Iteration 42Q: 3 clusters Score -156162.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -156174.468750 Penalty: 2613.040527
	Iteration 43Q: 3 clusters Score -156174.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -156189.093750 Penalty: 2613.040527
	Iteration 44Q: 3 clusters Score -156189.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -156199.328125 Penalty: 2613.040527
	Iteration 45Q: 3 clusters Score -156199.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -156210.078125 Penalty: 2613.040527
	Iteration 46Q: 3 clusters Score -156210.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -156218.390625 Penalty: 2613.040527
	Iteration 47Q: 3 clusters Score -156218.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -156225.140625 Penalty: 2613.040527
	Iteration 48Q: 3 clusters Score -156225.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -156236.171875 Penalty: 2613.040527
	Iteration 49Q: 3 clusters Score -156236.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -156253.328125 Penalty: 2613.040527
	Iteration 50Q: 3 clusters Score -156253.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -156267.000000 Penalty: 2613.040527
	Iteration 51Q: 3 clusters Score -156267 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -156283.515625 Penalty: 2613.040527
	Iteration 52Q: 3 clusters Score -156283.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -156303.171875 Penalty: 2613.040527
	Iteration 53Q: 3 clusters Score -156303.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -156319.562500 Penalty: 2613.040527
	Iteration 54Q: 3 clusters Score -156319.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -156339.328125 Penalty: 2613.040527
	Iteration 55Q: 3 clusters Score -156339.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -156365.500000 Penalty: 2613.040527
	Iteration 56Q: 3 clusters Score -156365.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -156401.593750 Penalty: 2613.040527
	Iteration 57Q: 3 clusters Score -156401.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -156432.125000 Penalty: 2613.040527
	Iteration 58Q: 3 clusters Score -156432.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -156463.531250 Penalty: 2613.040527
	Iteration 59Q: 3 clusters Score -156463.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -156493.218750 Penalty: 2613.040527
	Iteration 60F: 3 clusters Score -156493.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -156516.468750 Penalty: 2613.040527
	Iteration 61Q: 3 clusters Score -156516.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -156535.046875 Penalty: 2613.040527
	Iteration 62Q: 3 clusters Score -156535 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -156550.250000 Penalty: 2613.040527
	Iteration 63Q: 3 clusters Score -156550.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -156563.953125 Penalty: 2613.040527
	Iteration 64Q: 3 clusters Score -156564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -156571.437500 Penalty: 2613.040527
	Iteration 65Q: 3 clusters Score -156571.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -156581.562500 Penalty: 2613.040527
	Iteration 66Q: 3 clusters Score -156581.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -156592.546875 Penalty: 2613.040527
	Iteration 67Q: 3 clusters Score -156592.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -156599.781250 Penalty: 2613.040527
	Iteration 68Q: 3 clusters Score -156599.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -156604.203125 Penalty: 2613.040527
	Iteration 69Q: 3 clusters Score -156604.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -156606.125000 Penalty: 2613.040527
	Iteration 70Q: 3 clusters Score -156606.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -156609.546875 Penalty: 2613.040527
	Iteration 71Q: 3 clusters Score -156609.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -156616.390625 Penalty: 2613.040527
	Iteration 72Q: 3 clusters Score -156616.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -156623.437500 Penalty: 2613.040527
	Iteration 73Q: 3 clusters Score -156623.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -156631.453125 Penalty: 2613.040527
	Iteration 74Q: 3 clusters Score -156631.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -156637.593750 Penalty: 2613.040527
	Iteration 75Q: 3 clusters Score -156637.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -156643.343750 Penalty: 2613.040527
	Iteration 76Q: 3 clusters Score -156643.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -156647.640625 Penalty: 2613.040527
	Iteration 77Q: 3 clusters Score -156647.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -156650.812500 Penalty: 2613.040527
	Iteration 78Q: 3 clusters Score -156650.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -156653.484375 Penalty: 2613.040527
	Iteration 79Q: 3 clusters Score -156653.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -156657.515625 Penalty: 2613.040527
	Iteration 80F: 3 clusters Score -156657.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -156665.890625 Penalty: 2613.040527
	Iteration 81Q: 3 clusters Score -156665.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -156679.109375 Penalty: 2613.040527
	Iteration 82Q: 3 clusters Score -156679.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -156693.046875 Penalty: 2613.040527
	Iteration 83Q: 3 clusters Score -156693 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -156703.187500 Penalty: 2613.040527
	Iteration 84Q: 3 clusters Score -156703.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -156713.890625 Penalty: 2613.040527
	Iteration 85Q: 3 clusters Score -156713.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -156716.656250 Penalty: 2613.040527
	Iteration 86Q: 3 clusters Score -156716.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -156722.187500 Penalty: 2613.040527
	Iteration 87Q: 3 clusters Score -156722.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -156725.625000 Penalty: 2613.040527
	Iteration 88Q: 3 clusters Score -156725.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -156728.125000 Penalty: 2613.040527
	Iteration 89Q: 3 clusters Score -156728.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -156728.390625 Penalty: 2613.040527
	Iteration 90Q: 3 clusters Score -156728.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -156729.765625 Penalty: 2613.040527
	Iteration 91Q: 3 clusters Score -156729.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -156730.875000 Penalty: 2613.040527
	Iteration 92Q: 3 clusters Score -156730.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -156732.750000 Penalty: 2613.040527
	Iteration 93Q: 3 clusters Score -156732.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -156733.218750 Penalty: 2613.040527
	Iteration 94Q: 3 clusters Score -156733.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -156734.000000 Penalty: 2613.040527
	Iteration 95Q: 3 clusters Score -156734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -156735.062500 Penalty: 2613.040527
	Iteration 96Q: 3 clusters Score -156735.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -156737.000000 Penalty: 2613.040527
	Iteration 97Q: 3 clusters Score -156737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -156737.421875 Penalty: 2613.040527
	Iteration 98Q: 3 clusters Score -156737.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -156737.640625 Penalty: 2613.040527
	Iteration 99Q: 3 clusters Score -156737.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -156737.640625 Penalty: 2613.040527
	Iteration 100F: 3 clusters Score -156737.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Entering Unmasked Estep 
Score: -924194.937500 Penalty: 1584.978027
	Iteration 0F: 2 clusters Score -924194.9 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 8728 members 
Entering Unmasked Estep 
Score: -912412.312500 Penalty: 3169.956055
	Iteration 0F: 3 clusters Score -912412.3 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -916559.500000 Penalty: 3169.956055
	Iteration 1F: 3 clusters Score -916559.5 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -916885.500000 Penalty: 3169.956055
	Iteration 2Q: 3 clusters Score -916885.5 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -917212.375000 Penalty: 3169.956055
	Iteration 3Q: 3 clusters Score -917212.4 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -917574.187500 Penalty: 3169.956055
	Iteration 4Q: 3 clusters Score -917574.2 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -918032.062500 Penalty: 3169.956055
	Iteration 5Q: 3 clusters Score -918032.1 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -918638.687500 Penalty: 3169.956055
	Iteration 6F: 3 clusters Score -918638.7 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -919469.250000 Penalty: 3169.956055
	Iteration 7F: 3 clusters Score -919469.2 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -920491.250000 Penalty: 3169.956055
	Iteration 8F: 3 clusters Score -920491.2 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -921431.375000 Penalty: 3169.956055
	Iteration 9F: 3 clusters Score -921431.4 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -922073.312500 Penalty: 3169.956055
	Iteration 10Q: 3 clusters Score -922073.3 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -922458.750000 Penalty: 3169.956055
	Iteration 11Q: 3 clusters Score -922458.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -922625.187500 Penalty: 3169.956055
	Iteration 12Q: 3 clusters Score -922625.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -922717.500000 Penalty: 3169.956055
	Iteration 13Q: 3 clusters Score -922717.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -922747.062500 Penalty: 3169.956055
	Iteration 14Q: 3 clusters Score -922747.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -922765.187500 Penalty: 3169.956055
	Iteration 15Q: 3 clusters Score -922765.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -922780.937500 Penalty: 3169.956055
	Iteration 16Q: 3 clusters Score -922780.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -922805.062500 Penalty: 3169.956055
	Iteration 17Q: 3 clusters Score -922805.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -922812.500000 Penalty: 3169.956055
	Iteration 18Q: 3 clusters Score -922812.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -922813.125000 Penalty: 3169.956055
	Iteration 19Q: 3 clusters Score -922813.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -922814.812500 Penalty: 3169.956055
	Iteration 20F: 3 clusters Score -922814.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Entering Unmasked Estep 
Score: -376620.531250 Penalty: 1435.981689
	Iteration 0F: 2 clusters Score -376620.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -371443.875000 Penalty: 2871.963379
	Iteration 0F: 3 clusters Score -371443.9 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -372951.593750 Penalty: 2871.963379
	Iteration 1F: 3 clusters Score -372951.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -373151.750000 Penalty: 2871.963379
	Iteration 2F: 3 clusters Score -373151.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -373278.500000 Penalty: 2871.963379
	Iteration 3Q: 3 clusters Score -373278.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -373362.843750 Penalty: 2871.963379
	Iteration 4Q: 3 clusters Score -373362.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -373430.812500 Penalty: 2871.963379
	Iteration 5Q: 3 clusters Score -373430.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -373487.906250 Penalty: 2871.963379
	Iteration 6Q: 3 clusters Score -373487.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -373540.625000 Penalty: 2871.963379
	Iteration 7Q: 3 clusters Score -373540.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -373580.375000 Penalty: 2871.963379
	Iteration 8Q: 3 clusters Score -373580.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -373628.093750 Penalty: 2871.963379
	Iteration 9Q: 3 clusters Score -373628.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -373685.468750 Penalty: 2871.963379
	Iteration 10Q: 3 clusters Score -373685.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -373767.656250 Penalty: 2871.963379
	Iteration 11Q: 3 clusters Score -373767.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -373872.937500 Penalty: 2871.963379
	Iteration 12Q: 3 clusters Score -373872.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -374007.812500 Penalty: 2871.963379
	Iteration 13Q: 3 clusters Score -374007.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -374174.312500 Penalty: 2871.963379
	Iteration 14Q: 3 clusters Score -374174.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -374364.343750 Penalty: 2871.963379
	Iteration 15Q: 3 clusters Score -374364.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -374543.156250 Penalty: 2871.963379
	Iteration 16Q: 3 clusters Score -374543.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -374726.875000 Penalty: 2871.963379
	Iteration 17Q: 3 clusters Score -374726.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -374875.375000 Penalty: 2871.963379
	Iteration 18Q: 3 clusters Score -374875.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -375003.218750 Penalty: 2871.963379
	Iteration 19Q: 3 clusters Score -375003.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -375104.000000 Penalty: 2871.963379
	Iteration 20F: 3 clusters Score -375104 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -375175.312500 Penalty: 2871.963379
	Iteration 21Q: 3 clusters Score -375175.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -375242.750000 Penalty: 2871.963379
	Iteration 22Q: 3 clusters Score -375242.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -375288.343750 Penalty: 2871.963379
	Iteration 23Q: 3 clusters Score -375288.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -375331.000000 Penalty: 2871.963379
	Iteration 24Q: 3 clusters Score -375331 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -375365.281250 Penalty: 2871.963379
	Iteration 25Q: 3 clusters Score -375365.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -375386.750000 Penalty: 2871.963379
	Iteration 26Q: 3 clusters Score -375386.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -375404.656250 Penalty: 2871.963379
	Iteration 27Q: 3 clusters Score -375404.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -375415.781250 Penalty: 2871.963379
	Iteration 28Q: 3 clusters Score -375415.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -375426.593750 Penalty: 2871.963379
	Iteration 29Q: 3 clusters Score -375426.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -375432.218750 Penalty: 2871.963379
	Iteration 30Q: 3 clusters Score -375432.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -375436.250000 Penalty: 2871.963379
	Iteration 31Q: 3 clusters Score -375436.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -375439.062500 Penalty: 2871.963379
	Iteration 32Q: 3 clusters Score -375439.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -375442.156250 Penalty: 2871.963379
	Iteration 33Q: 3 clusters Score -375442.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -375445.437500 Penalty: 2871.963379
	Iteration 34Q: 3 clusters Score -375445.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -375449.468750 Penalty: 2871.963379
	Iteration 35Q: 3 clusters Score -375449.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -375452.000000 Penalty: 2871.963379
	Iteration 36Q: 3 clusters Score -375452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -375453.968750 Penalty: 2871.963379
	Iteration 37Q: 3 clusters Score -375454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -375455.562500 Penalty: 2871.963379
	Iteration 38Q: 3 clusters Score -375455.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -375455.156250 Penalty: 2871.963379
	Iteration 39Q: 3 clusters Score -375455.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -375455.500000 Penalty: 2871.963379
	Iteration 40F: 3 clusters Score -375455.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Entering Unmasked Estep 
Score: -330381.312500 Penalty: 1424.564331
	Iteration 0F: 2 clusters Score -330381.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -325509.812500 Penalty: 2849.128662
	Iteration 0F: 3 clusters Score -325509.8 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -326976.000000 Penalty: 2849.128662
	Iteration 1F: 3 clusters Score -326976 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -327146.500000 Penalty: 2849.128662
	Iteration 2F: 3 clusters Score -327146.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -327262.218750 Penalty: 2849.128662
	Iteration 3Q: 3 clusters Score -327262.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -327331.625000 Penalty: 2849.128662
	Iteration 4Q: 3 clusters Score -327331.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -327376.312500 Penalty: 2849.128662
	Iteration 5Q: 3 clusters Score -327376.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -327410.343750 Penalty: 2849.128662
	Iteration 6Q: 3 clusters Score -327410.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -327448.093750 Penalty: 2849.128662
	Iteration 7Q: 3 clusters Score -327448.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -327490.718750 Penalty: 2849.128662
	Iteration 8Q: 3 clusters Score -327490.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -327533.812500 Penalty: 2849.128662
	Iteration 9Q: 3 clusters Score -327533.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -327576.687500 Penalty: 2849.128662
	Iteration 10Q: 3 clusters Score -327576.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -327628.093750 Penalty: 2849.128662
	Iteration 11Q: 3 clusters Score -327628.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -327685.781250 Penalty: 2849.128662
	Iteration 12Q: 3 clusters Score -327685.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -327741.687500 Penalty: 2849.128662
	Iteration 13Q: 3 clusters Score -327741.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -327811.062500 Penalty: 2849.128662
	Iteration 14Q: 3 clusters Score -327811.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -327888.062500 Penalty: 2849.128662
	Iteration 15Q: 3 clusters Score -327888.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -327985.656250 Penalty: 2849.128662
	Iteration 16Q: 3 clusters Score -327985.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -328088.968750 Penalty: 2849.128662
	Iteration 17Q: 3 clusters Score -328089 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -328199.562500 Penalty: 2849.128662
	Iteration 18Q: 3 clusters Score -328199.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -328335.187500 Penalty: 2849.128662
	Iteration 19Q: 3 clusters Score -328335.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -328495.406250 Penalty: 2849.128662
	Iteration 20F: 3 clusters Score -328495.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -328665.125000 Penalty: 2849.128662
	Iteration 21Q: 3 clusters Score -328665.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -328827.781250 Penalty: 2849.128662
	Iteration 22Q: 3 clusters Score -328827.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -328950.468750 Penalty: 2849.128662
	Iteration 23Q: 3 clusters Score -328950.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -329058.062500 Penalty: 2849.128662
	Iteration 24Q: 3 clusters Score -329058.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -329150.031250 Penalty: 2849.128662
	Iteration 25Q: 3 clusters Score -329150 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -329221.531250 Penalty: 2849.128662
	Iteration 26Q: 3 clusters Score -329221.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -329263.593750 Penalty: 2849.128662
	Iteration 27Q: 3 clusters Score -329263.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -329289.062500 Penalty: 2849.128662
	Iteration 28Q: 3 clusters Score -329289.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -329314.187500 Penalty: 2849.128662
	Iteration 29Q: 3 clusters Score -329314.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -329327.187500 Penalty: 2849.128662
	Iteration 30Q: 3 clusters Score -329327.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -329337.593750 Penalty: 2849.128662
	Iteration 31Q: 3 clusters Score -329337.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -329352.906250 Penalty: 2849.128662
	Iteration 32Q: 3 clusters Score -329352.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -329366.531250 Penalty: 2849.128662
	Iteration 33Q: 3 clusters Score -329366.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -329372.312500 Penalty: 2849.128662
	Iteration 34Q: 3 clusters Score -329372.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -329377.625000 Penalty: 2849.128662
	Iteration 35Q: 3 clusters Score -329377.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -329381.281250 Penalty: 2849.128662
	Iteration 36Q: 3 clusters Score -329381.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -329384.437500 Penalty: 2849.128662
	Iteration 37Q: 3 clusters Score -329384.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -329386.593750 Penalty: 2849.128662
	Iteration 38Q: 3 clusters Score -329386.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -329388.562500 Penalty: 2849.128662
	Iteration 39Q: 3 clusters Score -329388.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -329389.687500 Penalty: 2849.128662
	Iteration 40F: 3 clusters Score -329389.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -329389.875000 Penalty: 2849.128662
	Iteration 41Q: 3 clusters Score -329389.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -329390.906250 Penalty: 2849.128662
	Iteration 42Q: 3 clusters Score -329390.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -329390.906250 Penalty: 2849.128662
	Iteration 43F: 3 clusters Score -329390.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Entering Unmasked Estep 
Score: -467625.937500 Penalty: 1471.641602
	Iteration 0F: 2 clusters Score -467625.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -461407.968750 Penalty: 2943.283203
	Iteration 0F: 3 clusters Score -461408 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -463436.875000 Penalty: 2943.283203
	Iteration 1F: 3 clusters Score -463436.9 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -463752.468750 Penalty: 2943.283203
	Iteration 2F: 3 clusters Score -463752.5 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -464015.562500 Penalty: 2943.283203
	Iteration 3F: 3 clusters Score -464015.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -464241.000000 Penalty: 2943.283203
	Iteration 4F: 3 clusters Score -464241 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -464480.437500 Penalty: 2943.283203
	Iteration 5Q: 3 clusters Score -464480.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -464760.468750 Penalty: 2943.283203
	Iteration 6Q: 3 clusters Score -464760.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -465063.031250 Penalty: 2943.283203
	Iteration 7Q: 3 clusters Score -465063 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -465299.187500 Penalty: 2943.283203
	Iteration 8Q: 3 clusters Score -465299.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -465473.968750 Penalty: 2943.283203
	Iteration 9Q: 3 clusters Score -465474 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -465594.718750 Penalty: 2943.283203
	Iteration 10Q: 3 clusters Score -465594.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -465656.375000 Penalty: 2943.283203
	Iteration 11Q: 3 clusters Score -465656.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -465699.656250 Penalty: 2943.283203
	Iteration 12Q: 3 clusters Score -465699.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -465726.656250 Penalty: 2943.283203
	Iteration 13Q: 3 clusters Score -465726.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -465757.250000 Penalty: 2943.283203
	Iteration 14Q: 3 clusters Score -465757.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -465783.156250 Penalty: 2943.283203
	Iteration 15Q: 3 clusters Score -465783.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -465806.218750 Penalty: 2943.283203
	Iteration 16Q: 3 clusters Score -465806.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -465832.593750 Penalty: 2943.283203
	Iteration 17Q: 3 clusters Score -465832.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -465856.968750 Penalty: 2943.283203
	Iteration 18Q: 3 clusters Score -465857 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -465879.718750 Penalty: 2943.283203
	Iteration 19Q: 3 clusters Score -465879.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -465901.343750 Penalty: 2943.283203
	Iteration 20F: 3 clusters Score -465901.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -465922.031250 Penalty: 2943.283203
	Iteration 21Q: 3 clusters Score -465922 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -465938.906250 Penalty: 2943.283203
	Iteration 22Q: 3 clusters Score -465938.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -465956.000000 Penalty: 2943.283203
	Iteration 23Q: 3 clusters Score -465956 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -465968.250000 Penalty: 2943.283203
	Iteration 24Q: 3 clusters Score -465968.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -465977.750000 Penalty: 2943.283203
	Iteration 25Q: 3 clusters Score -465977.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -465984.781250 Penalty: 2943.283203
	Iteration 26Q: 3 clusters Score -465984.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -465992.312500 Penalty: 2943.283203
	Iteration 27Q: 3 clusters Score -465992.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -465999.218750 Penalty: 2943.283203
	Iteration 28Q: 3 clusters Score -465999.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -466014.093750 Penalty: 2943.283203
	Iteration 29Q: 3 clusters Score -466014.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -466029.062500 Penalty: 2943.283203
	Iteration 30Q: 3 clusters Score -466029.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -466041.656250 Penalty: 2943.283203
	Iteration 31Q: 3 clusters Score -466041.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -466053.750000 Penalty: 2943.283203
	Iteration 32Q: 3 clusters Score -466053.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -466067.875000 Penalty: 2943.283203
	Iteration 33Q: 3 clusters Score -466067.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -466079.093750 Penalty: 2943.283203
	Iteration 34Q: 3 clusters Score -466079.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -466093.343750 Penalty: 2943.283203
	Iteration 35Q: 3 clusters Score -466093.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -466103.718750 Penalty: 2943.283203
	Iteration 36Q: 3 clusters Score -466103.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -466111.750000 Penalty: 2943.283203
	Iteration 37Q: 3 clusters Score -466111.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -466115.656250 Penalty: 2943.283203
	Iteration 38Q: 3 clusters Score -466115.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -466119.187500 Penalty: 2943.283203
	Iteration 39Q: 3 clusters Score -466119.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -466122.843750 Penalty: 2943.283203
	Iteration 40F: 3 clusters Score -466122.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -466125.125000 Penalty: 2943.283203
	Iteration 41Q: 3 clusters Score -466125.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -466129.656250 Penalty: 2943.283203
	Iteration 42Q: 3 clusters Score -466129.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -466133.968750 Penalty: 2943.283203
	Iteration 43Q: 3 clusters Score -466134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -466137.093750 Penalty: 2943.283203
	Iteration 44Q: 3 clusters Score -466137.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -466140.156250 Penalty: 2943.283203
	Iteration 45Q: 3 clusters Score -466140.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -466142.843750 Penalty: 2943.283203
	Iteration 46Q: 3 clusters Score -466142.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -466144.906250 Penalty: 2943.283203
	Iteration 47Q: 3 clusters Score -466144.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -466145.093750 Penalty: 2943.283203
	Iteration 48Q: 3 clusters Score -466145.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -466147.562500 Penalty: 2943.283203
	Iteration 49Q: 3 clusters Score -466147.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -466148.687500 Penalty: 2943.283203
	Iteration 50Q: 3 clusters Score -466148.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -466150.562500 Penalty: 2943.283203
	Iteration 51Q: 3 clusters Score -466150.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -466151.343750 Penalty: 2943.283203
	Iteration 52Q: 3 clusters Score -466151.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -466152.781250 Penalty: 2943.283203
	Iteration 53Q: 3 clusters Score -466152.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -466154.062500 Penalty: 2943.283203
	Iteration 54Q: 3 clusters Score -466154.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -466153.031250 Penalty: 2943.283203
	Iteration 55Q: 3 clusters Score -466153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -466155.687500 Penalty: 2943.283203
	Iteration 56Q: 3 clusters Score -466155.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -466155.062500 Penalty: 2943.283203
	Iteration 57Q: 3 clusters Score -466155.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -466154.937500 Penalty: 2943.283203
	Iteration 58Q: 3 clusters Score -466154.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -466154.937500 Penalty: 2943.283203
	Iteration 59Q: 3 clusters Score -466154.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -466155.406250 Penalty: 2943.283203
	Iteration 60F: 3 clusters Score -466155.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -466158.718750 Penalty: 2943.283203
	Iteration 61Q: 3 clusters Score -466158.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -466159.343750 Penalty: 2943.283203
	Iteration 62Q: 3 clusters Score -466159.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -466160.750000 Penalty: 2943.283203
	Iteration 63Q: 3 clusters Score -466160.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -466161.375000 Penalty: 2943.283203
	Iteration 64Q: 3 clusters Score -466161.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -466162.000000 Penalty: 2943.283203
	Iteration 65Q: 3 clusters Score -466162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -466161.593750 Penalty: 2943.283203
	Iteration 66Q: 3 clusters Score -466161.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -466161.593750 Penalty: 2943.283203
	Iteration 67F: 3 clusters Score -466161.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (271988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271988 members 
Entering Unmasked Estep 
Score: -13799246.000000 Penalty: 2033.445923
	Iteration 0F: 2 clusters Score -1.379925e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135806 members 
Mstep: Class 2 contains 136182 members 
Entering Unmasked Estep 
Score: -13615590.000000 Penalty: 4066.891846
	Iteration 0F: 3 clusters Score -1.361559e+07 nChanged 132579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128309 members 
Mstep: Class 2 contains 143679 members 
Entering Unmasked Estep 
Score: -13698369.000000 Penalty: 4066.891846
	Iteration 1F: 3 clusters Score -1.369837e+07 nChanged 10663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123662 members 
Mstep: Class 2 contains 148326 members 
Entering Unmasked Estep 
Score: -13702218.000000 Penalty: 4066.891846
	Iteration 2Q: 3 clusters Score -1.370222e+07 nChanged 12332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117026 members 
Mstep: Class 2 contains 154962 members 
Entering Unmasked Estep 
Score: -13707416.000000 Penalty: 4066.891846
	Iteration 3Q: 3 clusters Score -1.370742e+07 nChanged 14017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108423 members 
Mstep: Class 2 contains 163565 members 
Entering Unmasked Estep 
Score: -13714119.000000 Penalty: 4066.891846
	Iteration 4F: 3 clusters Score -1.371412e+07 nChanged 15343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97916 members 
Mstep: Class 2 contains 174072 members 
Entering Unmasked Estep 
Score: -13722459.000000 Penalty: 4066.891846
	Iteration 5F: 3 clusters Score -1.372246e+07 nChanged 15783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85933 members 
Mstep: Class 2 contains 186055 members 
Entering Unmasked Estep 
Score: -13732253.000000 Penalty: 4066.891846
	Iteration 6F: 3 clusters Score -1.373225e+07 nChanged 15615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73186 members 
Mstep: Class 2 contains 198802 members 
Entering Unmasked Estep 
Score: -13743346.000000 Penalty: 4066.891846
	Iteration 7F: 3 clusters Score -1.374335e+07 nChanged 14311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61211 members 
Mstep: Class 2 contains 210777 members 
Entering Unmasked Estep 
Score: -13754333.000000 Penalty: 4066.891846
	Iteration 8F: 3 clusters Score -1.375433e+07 nChanged 12132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51189 members 
Mstep: Class 2 contains 220799 members 
Entering Unmasked Estep 
Score: -13764102.000000 Penalty: 4066.891846
	Iteration 9Q: 3 clusters Score -1.37641e+07 nChanged 9604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 2 contains 228631 members 
Entering Unmasked Estep 
Score: -13771378.000000 Penalty: 4066.891846
	Iteration 10Q: 3 clusters Score -1.377138e+07 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 234720 members 
Entering Unmasked Estep 
Score: -13776205.000000 Penalty: 4066.891846
	Iteration 11Q: 3 clusters Score -1.37762e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 239916 members 
Entering Unmasked Estep 
Score: -13779480.000000 Penalty: 4066.891846
	Iteration 12Q: 3 clusters Score -1.377948e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 244687 members 
Entering Unmasked Estep 
Score: -13782363.000000 Penalty: 4066.891846
	Iteration 13Q: 3 clusters Score -1.378236e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 249122 members 
Entering Unmasked Estep 
Score: -13784926.000000 Penalty: 4066.891846
	Iteration 14Q: 3 clusters Score -1.378493e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 253043 members 
Entering Unmasked Estep 
Score: -13787346.000000 Penalty: 4066.891846
	Iteration 15Q: 3 clusters Score -1.378735e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 256513 members 
Entering Unmasked Estep 
Score: -13789471.000000 Penalty: 4066.891846
	Iteration 16Q: 3 clusters Score -1.378947e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 259397 members 
Entering Unmasked Estep 
Score: -13791118.000000 Penalty: 4066.891846
	Iteration 17Q: 3 clusters Score -1.379112e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 261817 members 
Entering Unmasked Estep 
Score: -13792489.000000 Penalty: 4066.891846
	Iteration 18Q: 3 clusters Score -1.379249e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 263701 members 
Entering Unmasked Estep 
Score: -13793702.000000 Penalty: 4066.891846
	Iteration 19Q: 3 clusters Score -1.37937e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 265199 members 
Entering Unmasked Estep 
Score: -13794685.000000 Penalty: 4066.891846
	Iteration 20F: 3 clusters Score -1.379468e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 266296 members 
Entering Unmasked Estep 
Score: -13795340.000000 Penalty: 4066.891846
	Iteration 21Q: 3 clusters Score -1.379534e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 267151 members 
Entering Unmasked Estep 
Score: -13795812.000000 Penalty: 4066.891846
	Iteration 22Q: 3 clusters Score -1.379581e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 267797 members 
Entering Unmasked Estep 
Score: -13796168.000000 Penalty: 4066.891846
	Iteration 23Q: 3 clusters Score -1.379617e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 268320 members 
Entering Unmasked Estep 
Score: -13796491.000000 Penalty: 4066.891846
	Iteration 24Q: 3 clusters Score -1.379649e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 268738 members 
Entering Unmasked Estep 
Score: -13796658.000000 Penalty: 4066.891846
	Iteration 25Q: 3 clusters Score -1.379666e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 269087 members 
Entering Unmasked Estep 
Score: -13796788.000000 Penalty: 4066.891846
	Iteration 26Q: 3 clusters Score -1.379679e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 269370 members 
Entering Unmasked Estep 
Score: -13796885.000000 Penalty: 4066.891846
	Iteration 27Q: 3 clusters Score -1.379688e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 269605 members 
Entering Unmasked Estep 
Score: -13797028.000000 Penalty: 4066.891846
	Iteration 28Q: 3 clusters Score -1.379703e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 269792 members 
Entering Unmasked Estep 
Score: -13797094.000000 Penalty: 4066.891846
	Iteration 29Q: 3 clusters Score -1.379709e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 269960 members 
Entering Unmasked Estep 
Score: -13797170.000000 Penalty: 4066.891846
	Iteration 30Q: 3 clusters Score -1.379717e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 270096 members 
Entering Unmasked Estep 
Score: -13797229.000000 Penalty: 4066.891846
	Iteration 31Q: 3 clusters Score -1.379723e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 270185 members 
Entering Unmasked Estep 
Score: -13797281.000000 Penalty: 4066.891846
	Iteration 32Q: 3 clusters Score -1.379728e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 270268 members 
Entering Unmasked Estep 
Score: -13797307.000000 Penalty: 4066.891846
	Iteration 33Q: 3 clusters Score -1.379731e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 270332 members 
Entering Unmasked Estep 
Score: -13797344.000000 Penalty: 4066.891846
	Iteration 34Q: 3 clusters Score -1.379734e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 270384 members 
Entering Unmasked Estep 
Score: -13797349.000000 Penalty: 4066.891846
	Iteration 35Q: 3 clusters Score -1.379735e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 270438 members 
Entering Unmasked Estep 
Score: -13797366.000000 Penalty: 4066.891846
	Iteration 36Q: 3 clusters Score -1.379737e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 270490 members 
Entering Unmasked Estep 
Score: -13797413.000000 Penalty: 4066.891846
	Iteration 37Q: 3 clusters Score -1.379741e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 270524 members 
Entering Unmasked Estep 
Score: -13797436.000000 Penalty: 4066.891846
	Iteration 38Q: 3 clusters Score -1.379744e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 270555 members 
Entering Unmasked Estep 
Score: -13797448.000000 Penalty: 4066.891846
	Iteration 39Q: 3 clusters Score -1.379745e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 270587 members 
Entering Unmasked Estep 
Score: -13797455.000000 Penalty: 4066.891846
	Iteration 40F: 3 clusters Score -1.379746e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 270619 members 
Entering Unmasked Estep 
Score: -13797475.000000 Penalty: 4066.891846
	Iteration 41Q: 3 clusters Score -1.379748e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 270649 members 
Entering Unmasked Estep 
Score: -13797481.000000 Penalty: 4066.891846
	Iteration 42Q: 3 clusters Score -1.379748e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 270671 members 
Entering Unmasked Estep 
Score: -13797503.000000 Penalty: 4066.891846
	Iteration 43Q: 3 clusters Score -1.37975e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 270690 members 
Entering Unmasked Estep 
Score: -13797517.000000 Penalty: 4066.891846
	Iteration 44Q: 3 clusters Score -1.379752e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 270708 members 
Entering Unmasked Estep 
Score: -13797516.000000 Penalty: 4066.891846
	Iteration 45Q: 3 clusters Score -1.379752e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 270719 members 
Entering Unmasked Estep 
Score: -13797537.000000 Penalty: 4066.891846
	Iteration 46Q: 3 clusters Score -1.379754e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 270725 members 
Entering Unmasked Estep 
Score: -13797538.000000 Penalty: 4066.891846
	Iteration 47Q: 3 clusters Score -1.379754e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 270734 members 
Entering Unmasked Estep 
Score: -13797542.000000 Penalty: 4066.891846
	Iteration 48Q: 3 clusters Score -1.379754e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 270744 members 
Entering Unmasked Estep 
Score: -13797547.000000 Penalty: 4066.891846
	Iteration 49Q: 3 clusters Score -1.379755e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 270748 members 
Entering Unmasked Estep 
Score: -13797548.000000 Penalty: 4066.891846
	Iteration 50Q: 3 clusters Score -1.379755e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 270753 members 
Entering Unmasked Estep 
Score: -13797547.000000 Penalty: 4066.891846
	Iteration 51Q: 3 clusters Score -1.379755e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 270762 members 
Entering Unmasked Estep 
Score: -13797555.000000 Penalty: 4066.891846
	Iteration 52Q: 3 clusters Score -1.379756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 270768 members 
Entering Unmasked Estep 
Score: -13797557.000000 Penalty: 4066.891846
	Iteration 53Q: 3 clusters Score -1.379756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 270770 members 
Entering Unmasked Estep 
Score: -13797559.000000 Penalty: 4066.891846
	Iteration 54Q: 3 clusters Score -1.379756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 270773 members 
Entering Unmasked Estep 
Score: -13797549.000000 Penalty: 4066.891846
	Iteration 55Q: 3 clusters Score -1.379755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 270775 members 
Entering Unmasked Estep 
Score: -13797561.000000 Penalty: 4066.891846
	Iteration 56Q: 3 clusters Score -1.379756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 270779 members 
Entering Unmasked Estep 
Score: -13797559.000000 Penalty: 4066.891846
	Iteration 57Q: 3 clusters Score -1.379756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 270781 members 
Entering Unmasked Estep 
Score: -13797559.000000 Penalty: 4066.891846
	Iteration 58Q: 3 clusters Score -1.379756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 270783 members 
Entering Unmasked Estep 
Score: -13797558.000000 Penalty: 4066.891846
	Iteration 59Q: 3 clusters Score -1.379756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 270784 members 
Entering Unmasked Estep 
Score: -13797552.000000 Penalty: 4066.891846
	Iteration 60F: 3 clusters Score -1.379755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 270785 members 
Entering Unmasked Estep 
Score: -13797549.000000 Penalty: 4066.891846
	Iteration 61Q: 3 clusters Score -1.379755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 270787 members 
Entering Unmasked Estep 
Score: -13797557.000000 Penalty: 4066.891846
	Iteration 62Q: 3 clusters Score -1.379756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 270788 members 
Entering Unmasked Estep 
Score: -13797554.000000 Penalty: 4066.891846
	Iteration 63Q: 3 clusters Score -1.379755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 270790 members 
Entering Unmasked Estep 
Score: -13797558.000000 Penalty: 4066.891846
	Iteration 64Q: 3 clusters Score -1.379756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 270793 members 
Entering Unmasked Estep 
Score: -13797566.000000 Penalty: 4066.891846
	Iteration 65Q: 3 clusters Score -1.379757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 270795 members 
Entering Unmasked Estep 
Score: -13797567.000000 Penalty: 4066.891846
	Iteration 66Q: 3 clusters Score -1.379757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 270795 members 
Entering Unmasked Estep 
Score: -13797567.000000 Penalty: 4066.891846
	Iteration 67F: 3 clusters Score -1.379757e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Entering Unmasked Estep 
Score: -151098.750000 Penalty: 1301.683472
	Iteration 0F: 2 clusters Score -151098.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -148360.187500 Penalty: 2603.366943
	Iteration 0F: 3 clusters Score -148360.2 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -149032.953125 Penalty: 2603.366943
	Iteration 1F: 3 clusters Score -149033 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -149159.406250 Penalty: 2603.366943
	Iteration 2F: 3 clusters Score -149159.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -149246.234375 Penalty: 2603.366943
	Iteration 3Q: 3 clusters Score -149246.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -149317.484375 Penalty: 2603.366943
	Iteration 4Q: 3 clusters Score -149317.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -149381.953125 Penalty: 2603.366943
	Iteration 5Q: 3 clusters Score -149382 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -149440.906250 Penalty: 2603.366943
	Iteration 6Q: 3 clusters Score -149440.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -149477.140625 Penalty: 2603.366943
	Iteration 7Q: 3 clusters Score -149477.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -149516.984375 Penalty: 2603.366943
	Iteration 8Q: 3 clusters Score -149517 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -149552.750000 Penalty: 2603.366943
	Iteration 9Q: 3 clusters Score -149552.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -149583.703125 Penalty: 2603.366943
	Iteration 10Q: 3 clusters Score -149583.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -149612.578125 Penalty: 2603.366943
	Iteration 11Q: 3 clusters Score -149612.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -149633.468750 Penalty: 2603.366943
	Iteration 12Q: 3 clusters Score -149633.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -149651.734375 Penalty: 2603.366943
	Iteration 13Q: 3 clusters Score -149651.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -149671.078125 Penalty: 2603.366943
	Iteration 14Q: 3 clusters Score -149671.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -149693.718750 Penalty: 2603.366943
	Iteration 15Q: 3 clusters Score -149693.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -149715.328125 Penalty: 2603.366943
	Iteration 16Q: 3 clusters Score -149715.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -149731.828125 Penalty: 2603.366943
	Iteration 17Q: 3 clusters Score -149731.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -149743.765625 Penalty: 2603.366943
	Iteration 18Q: 3 clusters Score -149743.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -149752.171875 Penalty: 2603.366943
	Iteration 19Q: 3 clusters Score -149752.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -149766.859375 Penalty: 2603.366943
	Iteration 20F: 3 clusters Score -149766.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -149779.875000 Penalty: 2603.366943
	Iteration 21Q: 3 clusters Score -149779.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -149789.359375 Penalty: 2603.366943
	Iteration 22Q: 3 clusters Score -149789.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -149795.218750 Penalty: 2603.366943
	Iteration 23Q: 3 clusters Score -149795.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -149802.031250 Penalty: 2603.366943
	Iteration 24Q: 3 clusters Score -149802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -149807.453125 Penalty: 2603.366943
	Iteration 25Q: 3 clusters Score -149807.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -149812.718750 Penalty: 2603.366943
	Iteration 26Q: 3 clusters Score -149812.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -149814.531250 Penalty: 2603.366943
	Iteration 27Q: 3 clusters Score -149814.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -149816.750000 Penalty: 2603.366943
	Iteration 28Q: 3 clusters Score -149816.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -149819.265625 Penalty: 2603.366943
	Iteration 29Q: 3 clusters Score -149819.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -149821.046875 Penalty: 2603.366943
	Iteration 30Q: 3 clusters Score -149821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -149824.046875 Penalty: 2603.366943
	Iteration 31Q: 3 clusters Score -149824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -149828.078125 Penalty: 2603.366943
	Iteration 32Q: 3 clusters Score -149828.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -149831.218750 Penalty: 2603.366943
	Iteration 33Q: 3 clusters Score -149831.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -149833.750000 Penalty: 2603.366943
	Iteration 34Q: 3 clusters Score -149833.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -149835.828125 Penalty: 2603.366943
	Iteration 35Q: 3 clusters Score -149835.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -149838.046875 Penalty: 2603.366943
	Iteration 36Q: 3 clusters Score -149838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -149839.390625 Penalty: 2603.366943
	Iteration 37Q: 3 clusters Score -149839.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -149841.953125 Penalty: 2603.366943
	Iteration 38Q: 3 clusters Score -149842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -149844.687500 Penalty: 2603.366943
	Iteration 39Q: 3 clusters Score -149844.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -149847.734375 Penalty: 2603.366943
	Iteration 40F: 3 clusters Score -149847.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -149850.812500 Penalty: 2603.366943
	Iteration 41Q: 3 clusters Score -149850.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -149853.500000 Penalty: 2603.366943
	Iteration 42Q: 3 clusters Score -149853.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -149855.109375 Penalty: 2603.366943
	Iteration 43Q: 3 clusters Score -149855.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -149855.406250 Penalty: 2603.366943
	Iteration 44Q: 3 clusters Score -149855.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -149856.281250 Penalty: 2603.366943
	Iteration 45Q: 3 clusters Score -149856.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -149857.703125 Penalty: 2603.366943
	Iteration 46Q: 3 clusters Score -149857.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -149860.218750 Penalty: 2603.366943
	Iteration 47Q: 3 clusters Score -149860.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -149861.953125 Penalty: 2603.366943
	Iteration 48Q: 3 clusters Score -149862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -149864.187500 Penalty: 2603.366943
	Iteration 49Q: 3 clusters Score -149864.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -149867.546875 Penalty: 2603.366943
	Iteration 50Q: 3 clusters Score -149867.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -149871.281250 Penalty: 2603.366943
	Iteration 51Q: 3 clusters Score -149871.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -149874.093750 Penalty: 2603.366943
	Iteration 52Q: 3 clusters Score -149874.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -149876.328125 Penalty: 2603.366943
	Iteration 53Q: 3 clusters Score -149876.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -149878.406250 Penalty: 2603.366943
	Iteration 54Q: 3 clusters Score -149878.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -149881.046875 Penalty: 2603.366943
	Iteration 55Q: 3 clusters Score -149881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -149884.187500 Penalty: 2603.366943
	Iteration 56Q: 3 clusters Score -149884.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -149888.218750 Penalty: 2603.366943
	Iteration 57Q: 3 clusters Score -149888.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -149891.843750 Penalty: 2603.366943
	Iteration 58Q: 3 clusters Score -149891.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -149897.359375 Penalty: 2603.366943
	Iteration 59Q: 3 clusters Score -149897.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -149900.187500 Penalty: 2603.366943
	Iteration 60F: 3 clusters Score -149900.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -149904.468750 Penalty: 2603.366943
	Iteration 61Q: 3 clusters Score -149904.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -149907.218750 Penalty: 2603.366943
	Iteration 62Q: 3 clusters Score -149907.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -149914.718750 Penalty: 2603.366943
	Iteration 63Q: 3 clusters Score -149914.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -149918.937500 Penalty: 2603.366943
	Iteration 64Q: 3 clusters Score -149918.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -149923.937500 Penalty: 2603.366943
	Iteration 65Q: 3 clusters Score -149923.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -149928.359375 Penalty: 2603.366943
	Iteration 66Q: 3 clusters Score -149928.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -149932.531250 Penalty: 2603.366943
	Iteration 67Q: 3 clusters Score -149932.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -149934.093750 Penalty: 2603.366943
	Iteration 68Q: 3 clusters Score -149934.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -149937.296875 Penalty: 2603.366943
	Iteration 69Q: 3 clusters Score -149937.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -149939.093750 Penalty: 2603.366943
	Iteration 70Q: 3 clusters Score -149939.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -149940.796875 Penalty: 2603.366943
	Iteration 71Q: 3 clusters Score -149940.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -149942.640625 Penalty: 2603.366943
	Iteration 72Q: 3 clusters Score -149942.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -149944.984375 Penalty: 2603.366943
	Iteration 73Q: 3 clusters Score -149945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -149946.109375 Penalty: 2603.366943
	Iteration 74Q: 3 clusters Score -149946.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -149947.812500 Penalty: 2603.366943
	Iteration 75Q: 3 clusters Score -149947.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -149948.640625 Penalty: 2603.366943
	Iteration 76Q: 3 clusters Score -149948.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -149949.500000 Penalty: 2603.366943
	Iteration 77Q: 3 clusters Score -149949.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -149951.078125 Penalty: 2603.366943
	Iteration 78Q: 3 clusters Score -149951.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -149952.312500 Penalty: 2603.366943
	Iteration 79Q: 3 clusters Score -149952.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -149952.796875 Penalty: 2603.366943
	Iteration 80F: 3 clusters Score -149952.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -149953.359375 Penalty: 2603.366943
	Iteration 81Q: 3 clusters Score -149953.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -149953.359375 Penalty: 2603.366943
	Iteration 82F: 3 clusters Score -149953.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -108352.554688 Penalty: 1240.736938
	Iteration 0F: 2 clusters Score -108352.6 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 1036 members 
Entering Unmasked Estep 
Score: -106205.343750 Penalty: 2481.473877
	Iteration 0F: 3 clusters Score -106205.3 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -106663.750000 Penalty: 2481.473877
	Iteration 1F: 3 clusters Score -106663.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -106766.492188 Penalty: 2481.473877
	Iteration 2F: 3 clusters Score -106766.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -106833.601562 Penalty: 2481.473877
	Iteration 3Q: 3 clusters Score -106833.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -106877.632812 Penalty: 2481.473877
	Iteration 4Q: 3 clusters Score -106877.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -106911.492188 Penalty: 2481.473877
	Iteration 5Q: 3 clusters Score -106911.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -106936.367188 Penalty: 2481.473877
	Iteration 6Q: 3 clusters Score -106936.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -106952.953125 Penalty: 2481.473877
	Iteration 7Q: 3 clusters Score -106953 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -106964.578125 Penalty: 2481.473877
	Iteration 8Q: 3 clusters Score -106964.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -106975.929688 Penalty: 2481.473877
	Iteration 9Q: 3 clusters Score -106975.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -106989.562500 Penalty: 2481.473877
	Iteration 10Q: 3 clusters Score -106989.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -106997.898438 Penalty: 2481.473877
	Iteration 11Q: 3 clusters Score -106997.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -107004.953125 Penalty: 2481.473877
	Iteration 12Q: 3 clusters Score -107005 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -107021.007812 Penalty: 2481.473877
	Iteration 13Q: 3 clusters Score -107021 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -107038.226562 Penalty: 2481.473877
	Iteration 14Q: 3 clusters Score -107038.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -107047.421875 Penalty: 2481.473877
	Iteration 15Q: 3 clusters Score -107047.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -107055.960938 Penalty: 2481.473877
	Iteration 16Q: 3 clusters Score -107056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -107069.078125 Penalty: 2481.473877
	Iteration 17Q: 3 clusters Score -107069.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -107081.382812 Penalty: 2481.473877
	Iteration 18Q: 3 clusters Score -107081.4 nChanged 17
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: -107089.429688 Penalty: 2481.473877
	Iteration 19Q: 3 clusters Score -107089.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -107096.187500 Penalty: 2481.473877
	Iteration 20F: 3 clusters Score -107096.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -107101.687500 Penalty: 2481.473877
	Iteration 21Q: 3 clusters Score -107101.7 nChanged 11
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: -107106.125000 Penalty: 2481.473877
	Iteration 22Q: 3 clusters Score -107106.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -107112.906250 Penalty: 2481.473877
	Iteration 23Q: 3 clusters Score -107112.9 nChanged 14
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: -107119.203125 Penalty: 2481.473877
	Iteration 24Q: 3 clusters Score -107119.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -107125.359375 Penalty: 2481.473877
	Iteration 25Q: 3 clusters Score -107125.4 nChanged 15
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: -107132.757812 Penalty: 2481.473877
	Iteration 26Q: 3 clusters Score -107132.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -107138.523438 Penalty: 2481.473877
	Iteration 27Q: 3 clusters Score -107138.5 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: -107146.421875 Penalty: 2481.473877
	Iteration 28Q: 3 clusters Score -107146.4 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: -107153.484375 Penalty: 2481.473877
	Iteration 29Q: 3 clusters Score -107153.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -107160.453125 Penalty: 2481.473877
	Iteration 30Q: 3 clusters Score -107160.5 nChanged 11
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: -107165.679688 Penalty: 2481.473877
	Iteration 31Q: 3 clusters Score -107165.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -107168.718750 Penalty: 2481.473877
	Iteration 32Q: 3 clusters Score -107168.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -107172.835938 Penalty: 2481.473877
	Iteration 33Q: 3 clusters Score -107172.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -107178.625000 Penalty: 2481.473877
	Iteration 34Q: 3 clusters Score -107178.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -107186.835938 Penalty: 2481.473877
	Iteration 35Q: 3 clusters Score -107186.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -107197.375000 Penalty: 2481.473877
	Iteration 36Q: 3 clusters Score -107197.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -107204.273438 Penalty: 2481.473877
	Iteration 37Q: 3 clusters Score -107204.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -107213.257812 Penalty: 2481.473877
	Iteration 38Q: 3 clusters Score -107213.3 nChanged 21
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: -107225.968750 Penalty: 2481.473877
	Iteration 39Q: 3 clusters Score -107226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -107234.132812 Penalty: 2481.473877
	Iteration 40F: 3 clusters Score -107234.1 nChanged 17
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: -107243.882812 Penalty: 2481.473877
	Iteration 41Q: 3 clusters Score -107243.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -107251.437500 Penalty: 2481.473877
	Iteration 42Q: 3 clusters Score -107251.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -107260.945312 Penalty: 2481.473877
	Iteration 43Q: 3 clusters Score -107260.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -107268.671875 Penalty: 2481.473877
	Iteration 44Q: 3 clusters Score -107268.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -107274.570312 Penalty: 2481.473877
	Iteration 45Q: 3 clusters Score -107274.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -107279.187500 Penalty: 2481.473877
	Iteration 46Q: 3 clusters Score -107279.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -107290.335938 Penalty: 2481.473877
	Iteration 47Q: 3 clusters Score -107290.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -107302.367188 Penalty: 2481.473877
	Iteration 48Q: 3 clusters Score -107302.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -107327.507812 Penalty: 2481.473877
	Iteration 49Q: 3 clusters Score -107327.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -107350.226562 Penalty: 2481.473877
	Iteration 50Q: 3 clusters Score -107350.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -107378.289062 Penalty: 2481.473877
	Iteration 51Q: 3 clusters Score -107378.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -107397.421875 Penalty: 2481.473877
	Iteration 52Q: 3 clusters Score -107397.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -107410.804688 Penalty: 2481.473877
	Iteration 53Q: 3 clusters Score -107410.8 nChanged 17
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: -107424.070312 Penalty: 2481.473877
	Iteration 54Q: 3 clusters Score -107424.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -107436.242188 Penalty: 2481.473877
	Iteration 55Q: 3 clusters Score -107436.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -107443.703125 Penalty: 2481.473877
	Iteration 56Q: 3 clusters Score -107443.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -107450.273438 Penalty: 2481.473877
	Iteration 57Q: 3 clusters Score -107450.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -107462.960938 Penalty: 2481.473877
	Iteration 58Q: 3 clusters Score -107463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -107470.632812 Penalty: 2481.473877
	Iteration 59Q: 3 clusters Score -107470.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -107476.859375 Penalty: 2481.473877
	Iteration 60F: 3 clusters Score -107476.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -107482.367188 Penalty: 2481.473877
	Iteration 61Q: 3 clusters Score -107482.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -107487.820312 Penalty: 2481.473877
	Iteration 62Q: 3 clusters Score -107487.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -107493.273438 Penalty: 2481.473877
	Iteration 63Q: 3 clusters Score -107493.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -107496.320312 Penalty: 2481.473877
	Iteration 64Q: 3 clusters Score -107496.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -107500.398438 Penalty: 2481.473877
	Iteration 65Q: 3 clusters Score -107500.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -107501.593750 Penalty: 2481.473877
	Iteration 66Q: 3 clusters Score -107501.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -107502.187500 Penalty: 2481.473877
	Iteration 67Q: 3 clusters Score -107502.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -107502.187500 Penalty: 2481.473877
	Iteration 68F: 3 clusters Score -107502.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Entering Unmasked Estep 
Score: -302650.343750 Penalty: 1397.150757
	Iteration 0F: 2 clusters Score -302650.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -298356.656250 Penalty: 2794.301514
	Iteration 0F: 3 clusters Score -298356.7 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -299626.187500 Penalty: 2794.301514
	Iteration 1F: 3 clusters Score -299626.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -299791.437500 Penalty: 2794.301514
	Iteration 2F: 3 clusters Score -299791.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -299898.750000 Penalty: 2794.301514
	Iteration 3Q: 3 clusters Score -299898.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -299971.156250 Penalty: 2794.301514
	Iteration 4Q: 3 clusters Score -299971.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -300021.093750 Penalty: 2794.301514
	Iteration 5Q: 3 clusters Score -300021.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -300067.000000 Penalty: 2794.301514
	Iteration 6Q: 3 clusters Score -300067 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -300122.218750 Penalty: 2794.301514
	Iteration 7Q: 3 clusters Score -300122.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -300187.375000 Penalty: 2794.301514
	Iteration 8Q: 3 clusters Score -300187.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -300248.718750 Penalty: 2794.301514
	Iteration 9Q: 3 clusters Score -300248.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -300313.968750 Penalty: 2794.301514
	Iteration 10Q: 3 clusters Score -300314 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -300370.031250 Penalty: 2794.301514
	Iteration 11Q: 3 clusters Score -300370 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -300457.718750 Penalty: 2794.301514
	Iteration 12Q: 3 clusters Score -300457.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -300567.937500 Penalty: 2794.301514
	Iteration 13Q: 3 clusters Score -300567.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -300677.437500 Penalty: 2794.301514
	Iteration 14Q: 3 clusters Score -300677.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -300777.218750 Penalty: 2794.301514
	Iteration 15Q: 3 clusters Score -300777.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -300853.500000 Penalty: 2794.301514
	Iteration 16Q: 3 clusters Score -300853.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -300934.875000 Penalty: 2794.301514
	Iteration 17Q: 3 clusters Score -300934.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -301013.906250 Penalty: 2794.301514
	Iteration 18Q: 3 clusters Score -301013.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -301075.000000 Penalty: 2794.301514
	Iteration 19Q: 3 clusters Score -301075 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -301148.937500 Penalty: 2794.301514
	Iteration 20F: 3 clusters Score -301148.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -301212.656250 Penalty: 2794.301514
	Iteration 21Q: 3 clusters Score -301212.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -301282.500000 Penalty: 2794.301514
	Iteration 22Q: 3 clusters Score -301282.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -301318.906250 Penalty: 2794.301514
	Iteration 23Q: 3 clusters Score -301318.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -301337.468750 Penalty: 2794.301514
	Iteration 24Q: 3 clusters Score -301337.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -301357.875000 Penalty: 2794.301514
	Iteration 25Q: 3 clusters Score -301357.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -301385.750000 Penalty: 2794.301514
	Iteration 26Q: 3 clusters Score -301385.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -301409.875000 Penalty: 2794.301514
	Iteration 27Q: 3 clusters Score -301409.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -301430.000000 Penalty: 2794.301514
	Iteration 28Q: 3 clusters Score -301430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -301446.968750 Penalty: 2794.301514
	Iteration 29Q: 3 clusters Score -301447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -301459.343750 Penalty: 2794.301514
	Iteration 30Q: 3 clusters Score -301459.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -301472.187500 Penalty: 2794.301514
	Iteration 31Q: 3 clusters Score -301472.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -301477.656250 Penalty: 2794.301514
	Iteration 32Q: 3 clusters Score -301477.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -301480.000000 Penalty: 2794.301514
	Iteration 33Q: 3 clusters Score -301480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -301481.750000 Penalty: 2794.301514
	Iteration 34Q: 3 clusters Score -301481.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -301481.750000 Penalty: 2794.301514
	Iteration 35F: 3 clusters Score -301481.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Entering Unmasked Estep 
Score: -494809.625000 Penalty: 1481.372681
	Iteration 0F: 2 clusters Score -494809.6 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 4639 members 
Entering Unmasked Estep 
Score: -488202.406250 Penalty: 2962.745361
	Iteration 0F: 3 clusters Score -488202.4 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -490334.968750 Penalty: 2962.745361
	Iteration 1F: 3 clusters Score -490335 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -490603.281250 Penalty: 2962.745361
	Iteration 2F: 3 clusters Score -490603.3 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -490832.156250 Penalty: 2962.745361
	Iteration 3F: 3 clusters Score -490832.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -491036.281250 Penalty: 2962.745361
	Iteration 4Q: 3 clusters Score -491036.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -491214.593750 Penalty: 2962.745361
	Iteration 5Q: 3 clusters Score -491214.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -491393.906250 Penalty: 2962.745361
	Iteration 6Q: 3 clusters Score -491393.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -491597.968750 Penalty: 2962.745361
	Iteration 7Q: 3 clusters Score -491598 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -491842.406250 Penalty: 2962.745361
	Iteration 8Q: 3 clusters Score -491842.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -492058.218750 Penalty: 2962.745361
	Iteration 9Q: 3 clusters Score -492058.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -492290.312500 Penalty: 2962.745361
	Iteration 10Q: 3 clusters Score -492290.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -492472.593750 Penalty: 2962.745361
	Iteration 11Q: 3 clusters Score -492472.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -492625.187500 Penalty: 2962.745361
	Iteration 12Q: 3 clusters Score -492625.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -492759.906250 Penalty: 2962.745361
	Iteration 13Q: 3 clusters Score -492759.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -492878.968750 Penalty: 2962.745361
	Iteration 14Q: 3 clusters Score -492879 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -492991.843750 Penalty: 2962.745361
	Iteration 15Q: 3 clusters Score -492991.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -493082.656250 Penalty: 2962.745361
	Iteration 16Q: 3 clusters Score -493082.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -493168.062500 Penalty: 2962.745361
	Iteration 17Q: 3 clusters Score -493168.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -493237.375000 Penalty: 2962.745361
	Iteration 18Q: 3 clusters Score -493237.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -493307.281250 Penalty: 2962.745361
	Iteration 19Q: 3 clusters Score -493307.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -493357.468750 Penalty: 2962.745361
	Iteration 20F: 3 clusters Score -493357.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -493395.968750 Penalty: 2962.745361
	Iteration 21Q: 3 clusters Score -493396 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -493431.187500 Penalty: 2962.745361
	Iteration 22Q: 3 clusters Score -493431.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -493457.687500 Penalty: 2962.745361
	Iteration 23Q: 3 clusters Score -493457.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -493480.937500 Penalty: 2962.745361
	Iteration 24Q: 3 clusters Score -493480.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -493501.843750 Penalty: 2962.745361
	Iteration 25Q: 3 clusters Score -493501.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -493514.062500 Penalty: 2962.745361
	Iteration 26Q: 3 clusters Score -493514.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -493526.000000 Penalty: 2962.745361
	Iteration 27Q: 3 clusters Score -493526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -493535.718750 Penalty: 2962.745361
	Iteration 28Q: 3 clusters Score -493535.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -493541.531250 Penalty: 2962.745361
	Iteration 29Q: 3 clusters Score -493541.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -493545.906250 Penalty: 2962.745361
	Iteration 30Q: 3 clusters Score -493545.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -493551.062500 Penalty: 2962.745361
	Iteration 31Q: 3 clusters Score -493551.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -493553.312500 Penalty: 2962.745361
	Iteration 32Q: 3 clusters Score -493553.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -493558.187500 Penalty: 2962.745361
	Iteration 33Q: 3 clusters Score -493558.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -493561.218750 Penalty: 2962.745361
	Iteration 34Q: 3 clusters Score -493561.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -493563.468750 Penalty: 2962.745361
	Iteration 35Q: 3 clusters Score -493563.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -493565.468750 Penalty: 2962.745361
	Iteration 36Q: 3 clusters Score -493565.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -493566.437500 Penalty: 2962.745361
	Iteration 37Q: 3 clusters Score -493566.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -493568.093750 Penalty: 2962.745361
	Iteration 38Q: 3 clusters Score -493568.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -493568.093750 Penalty: 2962.745361
	Iteration 39F: 3 clusters Score -493568.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Entering Unmasked Estep 
Score: -101071.242188 Penalty: 1227.834595
	Iteration 0F: 2 clusters Score -101071.2 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 961 members 
Entering Unmasked Estep 
Score: -99014.015625 Penalty: 2455.669189
	Iteration 0F: 3 clusters Score -99014.02 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -99427.531250 Penalty: 2455.669189
	Iteration 1F: 3 clusters Score -99427.53 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -99517.390625 Penalty: 2455.669189
	Iteration 2F: 3 clusters Score -99517.39 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -99564.117188 Penalty: 2455.669189
	Iteration 3Q: 3 clusters Score -99564.12 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -99591.593750 Penalty: 2455.669189
	Iteration 4Q: 3 clusters Score -99591.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -99608.664062 Penalty: 2455.669189
	Iteration 5Q: 3 clusters Score -99608.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -99622.171875 Penalty: 2455.669189
	Iteration 6Q: 3 clusters Score -99622.17 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -99635.234375 Penalty: 2455.669189
	Iteration 7Q: 3 clusters Score -99635.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -99643.171875 Penalty: 2455.669189
	Iteration 8Q: 3 clusters Score -99643.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -99647.281250 Penalty: 2455.669189
	Iteration 9Q: 3 clusters Score -99647.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -99650.414062 Penalty: 2455.669189
	Iteration 10Q: 3 clusters Score -99650.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -99652.906250 Penalty: 2455.669189
	Iteration 11Q: 3 clusters Score -99652.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -99656.000000 Penalty: 2455.669189
	Iteration 12Q: 3 clusters Score -99656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -99658.617188 Penalty: 2455.669189
	Iteration 13Q: 3 clusters Score -99658.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -99659.562500 Penalty: 2455.669189
	Iteration 14Q: 3 clusters Score -99659.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -99660.609375 Penalty: 2455.669189
	Iteration 15Q: 3 clusters Score -99660.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -99660.843750 Penalty: 2455.669189
	Iteration 16Q: 3 clusters Score -99660.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -99660.843750 Penalty: 2455.669189
	Iteration 17F: 3 clusters Score -99660.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (67393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67393 members 
Entering Unmasked Estep 
Score: -3593394.750000 Penalty: 1806.723145
	Iteration 0F: 2 clusters Score -3593395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -3548349.500000 Penalty: 3613.446289
	Iteration 0F: 3 clusters Score -3548350 nChanged 31960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -3566743.750000 Penalty: 3613.446289
	Iteration 1F: 3 clusters Score -3566744 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -3567352.750000 Penalty: 3613.446289
	Iteration 2Q: 3 clusters Score -3567353 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -3568217.000000 Penalty: 3613.446289
	Iteration 3Q: 3 clusters Score -3568217 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -3569578.250000 Penalty: 3613.446289
	Iteration 4Q: 3 clusters Score -3569578 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41543 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -3571796.000000 Penalty: 3613.446289
	Iteration 5F: 3 clusters Score -3571796 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -3575019.750000 Penalty: 3613.446289
	Iteration 6F: 3 clusters Score -3575020 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47375 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -3578688.750000 Penalty: 3613.446289
	Iteration 7F: 3 clusters Score -3578689 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49688 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -3581903.250000 Penalty: 3613.446289
	Iteration 8F: 3 clusters Score -3581903 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51278 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -3583847.500000 Penalty: 3613.446289
	Iteration 9Q: 3 clusters Score -3583848 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52528 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -3584887.250000 Penalty: 3613.446289
	Iteration 10Q: 3 clusters Score -3584887 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53665 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -3585599.250000 Penalty: 3613.446289
	Iteration 11Q: 3 clusters Score -3585599 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54721 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -3586070.500000 Penalty: 3613.446289
	Iteration 12Q: 3 clusters Score -3586070 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55704 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -3586509.250000 Penalty: 3613.446289
	Iteration 13Q: 3 clusters Score -3586509 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56672 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -3586890.750000 Penalty: 3613.446289
	Iteration 14Q: 3 clusters Score -3586891 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57607 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -3587303.250000 Penalty: 3613.446289
	Iteration 15Q: 3 clusters Score -3587303 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58548 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -3587769.000000 Penalty: 3613.446289
	Iteration 16Q: 3 clusters Score -3587769 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59494 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -3588182.750000 Penalty: 3613.446289
	Iteration 17Q: 3 clusters Score -3588183 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60403 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -3588604.500000 Penalty: 3613.446289
	Iteration 18Q: 3 clusters Score -3588604 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61290 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -3589032.000000 Penalty: 3613.446289
	Iteration 19Q: 3 clusters Score -3589032 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62130 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -3589487.750000 Penalty: 3613.446289
	Iteration 20F: 3 clusters Score -3589488 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62889 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -3589862.500000 Penalty: 3613.446289
	Iteration 21Q: 3 clusters Score -3589862 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63561 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -3590188.000000 Penalty: 3613.446289
	Iteration 22Q: 3 clusters Score -3590188 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64149 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -3590483.000000 Penalty: 3613.446289
	Iteration 23Q: 3 clusters Score -3590483 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64651 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -3590720.000000 Penalty: 3613.446289
	Iteration 24Q: 3 clusters Score -3590720 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65073 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3590945.000000 Penalty: 3613.446289
	Iteration 25Q: 3 clusters Score -3590945 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65440 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3591143.000000 Penalty: 3613.446289
	Iteration 26Q: 3 clusters Score -3591143 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65755 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3591299.750000 Penalty: 3613.446289
	Iteration 27Q: 3 clusters Score -3591300 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65988 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3591421.750000 Penalty: 3613.446289
	Iteration 28Q: 3 clusters Score -3591422 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66173 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3591530.250000 Penalty: 3613.446289
	Iteration 29Q: 3 clusters Score -3591530 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66304 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3591590.250000 Penalty: 3613.446289
	Iteration 30Q: 3 clusters Score -3591590 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66408 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3591646.250000 Penalty: 3613.446289
	Iteration 31Q: 3 clusters Score -3591646 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66494 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3591686.500000 Penalty: 3613.446289
	Iteration 32Q: 3 clusters Score -3591686 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66559 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3591720.250000 Penalty: 3613.446289
	Iteration 33Q: 3 clusters Score -3591720 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66608 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3591757.250000 Penalty: 3613.446289
	Iteration 34Q: 3 clusters Score -3591757 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66649 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3591773.500000 Penalty: 3613.446289
	Iteration 35Q: 3 clusters Score -3591774 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66692 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3591794.000000 Penalty: 3613.446289
	Iteration 36Q: 3 clusters Score -3591794 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66727 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3591807.000000 Penalty: 3613.446289
	Iteration 37Q: 3 clusters Score -3591807 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66745 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3591818.000000 Penalty: 3613.446289
	Iteration 38Q: 3 clusters Score -3591818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66761 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3591833.750000 Penalty: 3613.446289
	Iteration 39Q: 3 clusters Score -3591834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66775 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3591847.000000 Penalty: 3613.446289
	Iteration 40F: 3 clusters Score -3591847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66790 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3591852.500000 Penalty: 3613.446289
	Iteration 41Q: 3 clusters Score -3591852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66801 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3591860.000000 Penalty: 3613.446289
	Iteration 42Q: 3 clusters Score -3591860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66807 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3591867.750000 Penalty: 3613.446289
	Iteration 43Q: 3 clusters Score -3591868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66817 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3591874.000000 Penalty: 3613.446289
	Iteration 44Q: 3 clusters Score -3591874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66827 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3591879.000000 Penalty: 3613.446289
	Iteration 45Q: 3 clusters Score -3591879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66836 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3591879.500000 Penalty: 3613.446289
	Iteration 46Q: 3 clusters Score -3591880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66845 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3591882.250000 Penalty: 3613.446289
	Iteration 47Q: 3 clusters Score -3591882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66853 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3591887.500000 Penalty: 3613.446289
	Iteration 48Q: 3 clusters Score -3591888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66859 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3591884.250000 Penalty: 3613.446289
	Iteration 49Q: 3 clusters Score -3591884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66864 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3591888.000000 Penalty: 3613.446289
	Iteration 50Q: 3 clusters Score -3591888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66874 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3591897.500000 Penalty: 3613.446289
	Iteration 51Q: 3 clusters Score -3591898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66879 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3591906.250000 Penalty: 3613.446289
	Iteration 52Q: 3 clusters Score -3591906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66885 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3591910.750000 Penalty: 3613.446289
	Iteration 53Q: 3 clusters Score -3591911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66890 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3591911.750000 Penalty: 3613.446289
	Iteration 54Q: 3 clusters Score -3591912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66892 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3591917.000000 Penalty: 3613.446289
	Iteration 55Q: 3 clusters Score -3591917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66893 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3591912.500000 Penalty: 3613.446289
	Iteration 56Q: 3 clusters Score -3591912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66895 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3591918.250000 Penalty: 3613.446289
	Iteration 57Q: 3 clusters Score -3591918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66897 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3591920.500000 Penalty: 3613.446289
	Iteration 58Q: 3 clusters Score -3591920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66901 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3591925.250000 Penalty: 3613.446289
	Iteration 59Q: 3 clusters Score -3591925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66904 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3591928.250000 Penalty: 3613.446289
	Iteration 60F: 3 clusters Score -3591928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66910 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3591932.250000 Penalty: 3613.446289
	Iteration 61Q: 3 clusters Score -3591932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66915 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3591929.000000 Penalty: 3613.446289
	Iteration 62Q: 3 clusters Score -3591929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66919 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3591933.500000 Penalty: 3613.446289
	Iteration 63Q: 3 clusters Score -3591934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66921 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3591939.000000 Penalty: 3613.446289
	Iteration 64Q: 3 clusters Score -3591939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66921 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3591936.000000 Penalty: 3613.446289
	Iteration 65Q: 3 clusters Score -3591936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66922 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3591937.750000 Penalty: 3613.446289
	Iteration 66Q: 3 clusters Score -3591938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66925 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3591940.000000 Penalty: 3613.446289
	Iteration 67Q: 3 clusters Score -3591940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66928 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3591938.000000 Penalty: 3613.446289
	Iteration 68Q: 3 clusters Score -3591938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66928 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3591938.000000 Penalty: 3613.446289
	Iteration 69F: 3 clusters Score -3591938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Entering Unmasked Estep 
Score: -115973.828125 Penalty: 1268.058105
	Iteration 0F: 2 clusters Score -115973.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -113584.625000 Penalty: 2536.116211
	Iteration 0F: 3 clusters Score -113584.6 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -114077.382812 Penalty: 2536.116211
	Iteration 1F: 3 clusters Score -114077.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -114199.515625 Penalty: 2536.116211
	Iteration 2F: 3 clusters Score -114199.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -114274.867188 Penalty: 2536.116211
	Iteration 3Q: 3 clusters Score -114274.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -114337.757812 Penalty: 2536.116211
	Iteration 4Q: 3 clusters Score -114337.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -114390.453125 Penalty: 2536.116211
	Iteration 5Q: 3 clusters Score -114390.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -114437.500000 Penalty: 2536.116211
	Iteration 6Q: 3 clusters Score -114437.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -114475.007812 Penalty: 2536.116211
	Iteration 7Q: 3 clusters Score -114475 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -114521.828125 Penalty: 2536.116211
	Iteration 8Q: 3 clusters Score -114521.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -114560.414062 Penalty: 2536.116211
	Iteration 9Q: 3 clusters Score -114560.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -114609.320312 Penalty: 2536.116211
	Iteration 10Q: 3 clusters Score -114609.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -114663.968750 Penalty: 2536.116211
	Iteration 11Q: 3 clusters Score -114664 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -114705.382812 Penalty: 2536.116211
	Iteration 12Q: 3 clusters Score -114705.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -114740.726562 Penalty: 2536.116211
	Iteration 13Q: 3 clusters Score -114740.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -114783.671875 Penalty: 2536.116211
	Iteration 14Q: 3 clusters Score -114783.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -114811.367188 Penalty: 2536.116211
	Iteration 15Q: 3 clusters Score -114811.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -114831.453125 Penalty: 2536.116211
	Iteration 16Q: 3 clusters Score -114831.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -114847.859375 Penalty: 2536.116211
	Iteration 17Q: 3 clusters Score -114847.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -114858.429688 Penalty: 2536.116211
	Iteration 18Q: 3 clusters Score -114858.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -114863.750000 Penalty: 2536.116211
	Iteration 19Q: 3 clusters Score -114863.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -114869.859375 Penalty: 2536.116211
	Iteration 20F: 3 clusters Score -114869.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -114876.968750 Penalty: 2536.116211
	Iteration 21Q: 3 clusters Score -114877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -114883.632812 Penalty: 2536.116211
	Iteration 22Q: 3 clusters Score -114883.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -114888.492188 Penalty: 2536.116211
	Iteration 23Q: 3 clusters Score -114888.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -114892.375000 Penalty: 2536.116211
	Iteration 24Q: 3 clusters Score -114892.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -114896.851562 Penalty: 2536.116211
	Iteration 25Q: 3 clusters Score -114896.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -114900.179688 Penalty: 2536.116211
	Iteration 26Q: 3 clusters Score -114900.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -114904.593750 Penalty: 2536.116211
	Iteration 27Q: 3 clusters Score -114904.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -114907.023438 Penalty: 2536.116211
	Iteration 28Q: 3 clusters Score -114907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -114908.828125 Penalty: 2536.116211
	Iteration 29Q: 3 clusters Score -114908.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -114909.046875 Penalty: 2536.116211
	Iteration 30Q: 3 clusters Score -114909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -114909.046875 Penalty: 2536.116211
	Iteration 31F: 3 clusters Score -114909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Entering Unmasked Estep 
Score: -729230.625000 Penalty: 1548.877563
	Iteration 0F: 2 clusters Score -729230.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -719690.937500 Penalty: 3097.755127
	Iteration 0F: 3 clusters Score -719690.9 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -722839.937500 Penalty: 3097.755127
	Iteration 1F: 3 clusters Score -722839.9 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -723121.500000 Penalty: 3097.755127
	Iteration 2F: 3 clusters Score -723121.5 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -723350.750000 Penalty: 3097.755127
	Iteration 3Q: 3 clusters Score -723350.8 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -723551.500000 Penalty: 3097.755127
	Iteration 4Q: 3 clusters Score -723551.5 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -723744.437500 Penalty: 3097.755127
	Iteration 5Q: 3 clusters Score -723744.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -723930.062500 Penalty: 3097.755127
	Iteration 6Q: 3 clusters Score -723930.1 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -724136.500000 Penalty: 3097.755127
	Iteration 7Q: 3 clusters Score -724136.5 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -724349.500000 Penalty: 3097.755127
	Iteration 8Q: 3 clusters Score -724349.5 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -724556.187500 Penalty: 3097.755127
	Iteration 9Q: 3 clusters Score -724556.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -724739.187500 Penalty: 3097.755127
	Iteration 10Q: 3 clusters Score -724739.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -724947.375000 Penalty: 3097.755127
	Iteration 11Q: 3 clusters Score -724947.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -725139.062500 Penalty: 3097.755127
	Iteration 12Q: 3 clusters Score -725139.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -725354.312500 Penalty: 3097.755127
	Iteration 13Q: 3 clusters Score -725354.3 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -725570.500000 Penalty: 3097.755127
	Iteration 14Q: 3 clusters Score -725570.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -725754.437500 Penalty: 3097.755127
	Iteration 15Q: 3 clusters Score -725754.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -725911.000000 Penalty: 3097.755127
	Iteration 16Q: 3 clusters Score -725911 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -726047.000000 Penalty: 3097.755127
	Iteration 17Q: 3 clusters Score -726047 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -726169.875000 Penalty: 3097.755127
	Iteration 18Q: 3 clusters Score -726169.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -726275.625000 Penalty: 3097.755127
	Iteration 19Q: 3 clusters Score -726275.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -726381.500000 Penalty: 3097.755127
	Iteration 20F: 3 clusters Score -726381.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -726487.312500 Penalty: 3097.755127
	Iteration 21Q: 3 clusters Score -726487.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -726591.687500 Penalty: 3097.755127
	Iteration 22Q: 3 clusters Score -726591.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -726715.250000 Penalty: 3097.755127
	Iteration 23Q: 3 clusters Score -726715.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -726826.062500 Penalty: 3097.755127
	Iteration 24Q: 3 clusters Score -726826.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -726931.812500 Penalty: 3097.755127
	Iteration 25Q: 3 clusters Score -726931.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -727038.687500 Penalty: 3097.755127
	Iteration 26Q: 3 clusters Score -727038.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -727134.312500 Penalty: 3097.755127
	Iteration 27Q: 3 clusters Score -727134.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -727217.187500 Penalty: 3097.755127
	Iteration 28Q: 3 clusters Score -727217.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -727300.250000 Penalty: 3097.755127
	Iteration 29Q: 3 clusters Score -727300.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -727369.875000 Penalty: 3097.755127
	Iteration 30Q: 3 clusters Score -727369.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -727437.250000 Penalty: 3097.755127
	Iteration 31Q: 3 clusters Score -727437.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -727493.062500 Penalty: 3097.755127
	Iteration 32Q: 3 clusters Score -727493.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -727537.687500 Penalty: 3097.755127
	Iteration 33Q: 3 clusters Score -727537.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -727579.812500 Penalty: 3097.755127
	Iteration 34Q: 3 clusters Score -727579.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -727614.125000 Penalty: 3097.755127
	Iteration 35Q: 3 clusters Score -727614.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -727651.312500 Penalty: 3097.755127
	Iteration 36Q: 3 clusters Score -727651.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -727694.062500 Penalty: 3097.755127
	Iteration 37Q: 3 clusters Score -727694.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -727729.125000 Penalty: 3097.755127
	Iteration 38Q: 3 clusters Score -727729.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -727753.875000 Penalty: 3097.755127
	Iteration 39Q: 3 clusters Score -727753.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -727786.000000 Penalty: 3097.755127
	Iteration 40F: 3 clusters Score -727786 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -727800.375000 Penalty: 3097.755127
	Iteration 41Q: 3 clusters Score -727800.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -727817.562500 Penalty: 3097.755127
	Iteration 42Q: 3 clusters Score -727817.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -727833.875000 Penalty: 3097.755127
	Iteration 43Q: 3 clusters Score -727833.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -727848.750000 Penalty: 3097.755127
	Iteration 44Q: 3 clusters Score -727848.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -727865.625000 Penalty: 3097.755127
	Iteration 45Q: 3 clusters Score -727865.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -727877.125000 Penalty: 3097.755127
	Iteration 46Q: 3 clusters Score -727877.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -727885.875000 Penalty: 3097.755127
	Iteration 47Q: 3 clusters Score -727885.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -727895.312500 Penalty: 3097.755127
	Iteration 48Q: 3 clusters Score -727895.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -727903.312500 Penalty: 3097.755127
	Iteration 49Q: 3 clusters Score -727903.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -727911.875000 Penalty: 3097.755127
	Iteration 50Q: 3 clusters Score -727911.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -727918.375000 Penalty: 3097.755127
	Iteration 51Q: 3 clusters Score -727918.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -727921.875000 Penalty: 3097.755127
	Iteration 52Q: 3 clusters Score -727921.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -727924.750000 Penalty: 3097.755127
	Iteration 53Q: 3 clusters Score -727924.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -727925.312500 Penalty: 3097.755127
	Iteration 54Q: 3 clusters Score -727925.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -727930.625000 Penalty: 3097.755127
	Iteration 55Q: 3 clusters Score -727930.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -727932.250000 Penalty: 3097.755127
	Iteration 56Q: 3 clusters Score -727932.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -727932.312500 Penalty: 3097.755127
	Iteration 57Q: 3 clusters Score -727932.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -727932.687500 Penalty: 3097.755127
	Iteration 58Q: 3 clusters Score -727932.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -727932.687500 Penalty: 3097.755127
	Iteration 59F: 3 clusters Score -727932.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Entering Unmasked Estep 
Score: -611915.125000 Penalty: 1521.734497
	Iteration 0F: 2 clusters Score -611915.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -603773.875000 Penalty: 3043.468994
	Iteration 0F: 3 clusters Score -603773.9 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -606567.312500 Penalty: 3043.468994
	Iteration 1F: 3 clusters Score -606567.3 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -606884.375000 Penalty: 3043.468994
	Iteration 2F: 3 clusters Score -606884.4 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -607211.562500 Penalty: 3043.468994
	Iteration 3F: 3 clusters Score -607211.6 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -607553.562500 Penalty: 3043.468994
	Iteration 4F: 3 clusters Score -607553.6 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -607883.937500 Penalty: 3043.468994
	Iteration 5F: 3 clusters Score -607883.9 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -608258.500000 Penalty: 3043.468994
	Iteration 6F: 3 clusters Score -608258.5 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -608668.687500 Penalty: 3043.468994
	Iteration 7F: 3 clusters Score -608668.7 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -609065.937500 Penalty: 3043.468994
	Iteration 8Q: 3 clusters Score -609065.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -609411.937500 Penalty: 3043.468994
	Iteration 9Q: 3 clusters Score -609411.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -609685.125000 Penalty: 3043.468994
	Iteration 10Q: 3 clusters Score -609685.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -609872.000000 Penalty: 3043.468994
	Iteration 11Q: 3 clusters Score -609872 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -610016.812500 Penalty: 3043.468994
	Iteration 12Q: 3 clusters Score -610016.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -610129.187500 Penalty: 3043.468994
	Iteration 13Q: 3 clusters Score -610129.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -610238.062500 Penalty: 3043.468994
	Iteration 14Q: 3 clusters Score -610238.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -610316.375000 Penalty: 3043.468994
	Iteration 15Q: 3 clusters Score -610316.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -610389.000000 Penalty: 3043.468994
	Iteration 16Q: 3 clusters Score -610389 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -610435.562500 Penalty: 3043.468994
	Iteration 17Q: 3 clusters Score -610435.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -610484.187500 Penalty: 3043.468994
	Iteration 18Q: 3 clusters Score -610484.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -610520.125000 Penalty: 3043.468994
	Iteration 19Q: 3 clusters Score -610520.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -610545.375000 Penalty: 3043.468994
	Iteration 20F: 3 clusters Score -610545.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -610564.000000 Penalty: 3043.468994
	Iteration 21Q: 3 clusters Score -610564 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -610579.250000 Penalty: 3043.468994
	Iteration 22Q: 3 clusters Score -610579.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -610594.312500 Penalty: 3043.468994
	Iteration 23Q: 3 clusters Score -610594.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -610602.500000 Penalty: 3043.468994
	Iteration 24Q: 3 clusters Score -610602.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -610607.687500 Penalty: 3043.468994
	Iteration 25Q: 3 clusters Score -610607.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -610614.625000 Penalty: 3043.468994
	Iteration 26Q: 3 clusters Score -610614.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -610620.000000 Penalty: 3043.468994
	Iteration 27Q: 3 clusters Score -610620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -610623.062500 Penalty: 3043.468994
	Iteration 28Q: 3 clusters Score -610623.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -610631.937500 Penalty: 3043.468994
	Iteration 29Q: 3 clusters Score -610631.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -610637.312500 Penalty: 3043.468994
	Iteration 30Q: 3 clusters Score -610637.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -610642.125000 Penalty: 3043.468994
	Iteration 31Q: 3 clusters Score -610642.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -610645.250000 Penalty: 3043.468994
	Iteration 32Q: 3 clusters Score -610645.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -610645.312500 Penalty: 3043.468994
	Iteration 33Q: 3 clusters Score -610645.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -610648.437500 Penalty: 3043.468994
	Iteration 34Q: 3 clusters Score -610648.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -610652.187500 Penalty: 3043.468994
	Iteration 35Q: 3 clusters Score -610652.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -610654.000000 Penalty: 3043.468994
	Iteration 36Q: 3 clusters Score -610654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -610657.187500 Penalty: 3043.468994
	Iteration 37Q: 3 clusters Score -610657.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -610661.625000 Penalty: 3043.468994
	Iteration 38Q: 3 clusters Score -610661.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -610664.375000 Penalty: 3043.468994
	Iteration 39Q: 3 clusters Score -610664.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -610668.062500 Penalty: 3043.468994
	Iteration 40F: 3 clusters Score -610668.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -610670.312500 Penalty: 3043.468994
	Iteration 41Q: 3 clusters Score -610670.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -610672.562500 Penalty: 3043.468994
	Iteration 42Q: 3 clusters Score -610672.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -610673.875000 Penalty: 3043.468994
	Iteration 43Q: 3 clusters Score -610673.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -610673.750000 Penalty: 3043.468994
	Iteration 44Q: 3 clusters Score -610673.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -610673.500000 Penalty: 3043.468994
	Iteration 45Q: 3 clusters Score -610673.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -610675.000000 Penalty: 3043.468994
	Iteration 46Q: 3 clusters Score -610675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -610677.750000 Penalty: 3043.468994
	Iteration 47Q: 3 clusters Score -610677.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -610677.562500 Penalty: 3043.468994
	Iteration 48Q: 3 clusters Score -610677.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -610679.812500 Penalty: 3043.468994
	Iteration 49Q: 3 clusters Score -610679.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -610681.937500 Penalty: 3043.468994
	Iteration 50Q: 3 clusters Score -610681.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -610684.187500 Penalty: 3043.468994
	Iteration 51Q: 3 clusters Score -610684.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -610685.625000 Penalty: 3043.468994
	Iteration 52Q: 3 clusters Score -610685.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -610687.437500 Penalty: 3043.468994
	Iteration 53Q: 3 clusters Score -610687.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -610688.687500 Penalty: 3043.468994
	Iteration 54Q: 3 clusters Score -610688.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -610692.250000 Penalty: 3043.468994
	Iteration 55Q: 3 clusters Score -610692.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -610694.937500 Penalty: 3043.468994
	Iteration 56Q: 3 clusters Score -610694.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -610697.625000 Penalty: 3043.468994
	Iteration 57Q: 3 clusters Score -610697.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -610698.000000 Penalty: 3043.468994
	Iteration 58Q: 3 clusters Score -610698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -610697.562500 Penalty: 3043.468994
	Iteration 59Q: 3 clusters Score -610697.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -610697.562500 Penalty: 3043.468994
	Iteration 60F: 3 clusters Score -610697.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -610698.562500 Penalty: 3043.468994
	Iteration 61Q: 3 clusters Score -610698.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -610700.750000 Penalty: 3043.468994
	Iteration 62Q: 3 clusters Score -610700.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -610700.187500 Penalty: 3043.468994
	Iteration 63Q: 3 clusters Score -610700.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -610702.000000 Penalty: 3043.468994
	Iteration 64Q: 3 clusters Score -610702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -610702.000000 Penalty: 3043.468994
	Iteration 65F: 3 clusters Score -610702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Entering Unmasked Estep 
Score: -1086154.250000 Penalty: 1613.218262
	Iteration 0F: 2 clusters Score -1086154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1072294.375000 Penalty: 3226.436523
	Iteration 0F: 3 clusters Score -1072294 nChanged 9277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1077446.750000 Penalty: 3226.436523
	Iteration 1F: 3 clusters Score -1077447 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1078039.500000 Penalty: 3226.436523
	Iteration 2F: 3 clusters Score -1078040 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1078879.000000 Penalty: 3226.436523
	Iteration 3F: 3 clusters Score -1078879 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1080182.750000 Penalty: 3226.436523
	Iteration 4F: 3 clusters Score -1080183 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1081922.250000 Penalty: 3226.436523
	Iteration 5F: 3 clusters Score -1081922 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1083605.375000 Penalty: 3226.436523
	Iteration 6F: 3 clusters Score -1083605 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1084725.000000 Penalty: 3226.436523
	Iteration 7F: 3 clusters Score -1084725 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1085355.500000 Penalty: 3226.436523
	Iteration 8Q: 3 clusters Score -1085356 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1085593.250000 Penalty: 3226.436523
	Iteration 9Q: 3 clusters Score -1085593 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1085674.750000 Penalty: 3226.436523
	Iteration 10Q: 3 clusters Score -1085675 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1085703.875000 Penalty: 3226.436523
	Iteration 11Q: 3 clusters Score -1085704 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1085716.375000 Penalty: 3226.436523
	Iteration 12Q: 3 clusters Score -1085716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1085723.625000 Penalty: 3226.436523
	Iteration 13Q: 3 clusters Score -1085724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1085730.250000 Penalty: 3226.436523
	Iteration 14Q: 3 clusters Score -1085730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1085731.375000 Penalty: 3226.436523
	Iteration 15Q: 3 clusters Score -1085731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1085737.250000 Penalty: 3226.436523
	Iteration 16Q: 3 clusters Score -1085737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1085735.625000 Penalty: 3226.436523
	Iteration 17Q: 3 clusters Score -1085736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1085736.375000 Penalty: 3226.436523
	Iteration 18Q: 3 clusters Score -1085736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1085736.500000 Penalty: 3226.436523
	Iteration 19Q: 3 clusters Score -1085736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1085737.125000 Penalty: 3226.436523
	Iteration 20F: 3 clusters Score -1085737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1085738.375000 Penalty: 3226.436523
	Iteration 21Q: 3 clusters Score -1085738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1085737.875000 Penalty: 3226.436523
	Iteration 22Q: 3 clusters Score -1085738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1085737.875000 Penalty: 3226.436523
	Iteration 23F: 3 clusters Score -1085738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 3103 members 
Mstep: Class 3 contains 17218 members 
Mstep: Class 5 contains 6883 members 
Mstep: Class 6 contains 6416 members 
Mstep: Class 7 contains 8572 members 
Mstep: Class 8 contains 271988 members 
Mstep: Class 10 contains 3012 members 
Mstep: Class 11 contains 2070 members 
Mstep: Class 12 contains 5420 members 
Mstep: Class 13 contains 9101 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 18 contains 67393 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 13788 members 
Mstep: Class 22 contains 11667 members 
Mstep: Class 23 contains 20486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146422.000000 Penalty: 36036.289062
Iteration 79Q: 18 clusters Score -2.314642e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 3105 members 
Mstep: Class 3 contains 17200 members 
Mstep: Class 5 contains 7001 members 
Mstep: Class 6 contains 6415 members 
Mstep: Class 7 contains 8602 members 
Mstep: Class 8 contains 272603 members 
Mstep: Class 10 contains 3013 members 
Mstep: Class 11 contains 2068 members 
Mstep: Class 12 contains 5383 members 
Mstep: Class 13 contains 9024 members 
Mstep: Class 15 contains 1899 members 
Mstep: Class 18 contains 66788 members 
Mstep: Class 19 contains 2447 members 
Mstep: Class 20 contains 13774 members 
Mstep: Class 22 contains 11644 members 
Mstep: Class 23 contains 20488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146536.000000 Penalty: 36036.289062
Iteration 80F: 18 clusters Score -2.314654e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 3108 members 
Mstep: Class 3 contains 17192 members 
Mstep: Class 5 contains 7103 members 
Mstep: Class 6 contains 6419 members 
Mstep: Class 7 contains 8641 members 
Mstep: Class 8 contains 273221 members 
Mstep: Class 10 contains 3009 members 
Mstep: Class 11 contains 2065 members 
Mstep: Class 12 contains 5347 members 
Mstep: Class 13 contains 8945 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 18 contains 66188 members 
Mstep: Class 19 contains 2448 members 
Mstep: Class 20 contains 13758 members 
Mstep: Class 22 contains 11616 members 
Mstep: Class 23 contains 20494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146584.000000 Penalty: 36036.289062
Iteration 81Q: 18 clusters Score -2.314658e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 3111 members 
Mstep: Class 3 contains 17185 members 
Mstep: Class 5 contains 7208 members 
Mstep: Class 6 contains 6420 members 
Mstep: Class 7 contains 8670 members 
Mstep: Class 8 contains 273853 members 
Mstep: Class 10 contains 3016 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 5304 members 
Mstep: Class 13 contains 8870 members 
Mstep: Class 15 contains 1872 members 
Mstep: Class 18 contains 65575 members 
Mstep: Class 19 contains 2446 members 
Mstep: Class 20 contains 13750 members 
Mstep: Class 22 contains 11599 members 
Mstep: Class 23 contains 20489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146690.000000 Penalty: 36036.289062
Iteration 82Q: 18 clusters Score -2.314669e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 3112 members 
Mstep: Class 3 contains 17180 members 
Mstep: Class 5 contains 7296 members 
Mstep: Class 6 contains 6420 members 
Mstep: Class 7 contains 8698 members 
Mstep: Class 8 contains 274474 members 
Mstep: Class 10 contains 3012 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 5278 members 
Mstep: Class 13 contains 8802 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 18 contains 64967 members 
Mstep: Class 19 contains 2455 members 
Mstep: Class 20 contains 13747 members 
Mstep: Class 22 contains 11576 members 
Mstep: Class 23 contains 20490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146794.000000 Penalty: 36036.289062
Iteration 83Q: 18 clusters Score -2.314679e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 3114 members 
Mstep: Class 3 contains 17172 members 
Mstep: Class 5 contains 7424 members 
Mstep: Class 6 contains 6421 members 
Mstep: Class 7 contains 8723 members 
Mstep: Class 8 contains 275056 members 
Mstep: Class 10 contains 3016 members 
Mstep: Class 11 contains 2055 members 
Mstep: Class 12 contains 5261 members 
Mstep: Class 13 contains 8728 members 
Mstep: Class 15 contains 1856 members 
Mstep: Class 18 contains 64350 members 
Mstep: Class 19 contains 2463 members 
Mstep: Class 20 contains 13736 members 
Mstep: Class 22 contains 11562 members 
Mstep: Class 23 contains 20489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147014.000000 Penalty: 36036.289062
Iteration 84Q: 18 clusters Score -2.314701e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 3115 members 
Mstep: Class 3 contains 17165 members 
Mstep: Class 5 contains 7539 members 
Mstep: Class 6 contains 6421 members 
Mstep: Class 7 contains 8741 members 
Mstep: Class 8 contains 275685 members 
Mstep: Class 10 contains 3020 members 
Mstep: Class 11 contains 2055 members 
Mstep: Class 12 contains 5241 members 
Mstep: Class 13 contains 8658 members 
Mstep: Class 15 contains 1855 members 
Mstep: Class 18 contains 63701 members 
Mstep: Class 19 contains 2464 members 
Mstep: Class 20 contains 13724 members 
Mstep: Class 22 contains 11545 members 
Mstep: Class 23 contains 20495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147008.000000 Penalty: 36036.289062
Iteration 85Q: 18 clusters Score -2.314701e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 3116 members 
Mstep: Class 3 contains 17153 members 
Mstep: Class 5 contains 7648 members 
Mstep: Class 6 contains 6419 members 
Mstep: Class 7 contains 8766 members 
Mstep: Class 8 contains 276254 members 
Mstep: Class 10 contains 3017 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 5220 members 
Mstep: Class 13 contains 8581 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 18 contains 63131 members 
Mstep: Class 19 contains 2468 members 
Mstep: Class 20 contains 13711 members 
Mstep: Class 22 contains 11531 members 
Mstep: Class 23 contains 20496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147166.000000 Penalty: 36036.289062
Iteration 86Q: 18 clusters Score -2.314717e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 3116 members 
Mstep: Class 3 contains 17138 members 
Mstep: Class 5 contains 7759 members 
Mstep: Class 6 contains 6419 members 
Mstep: Class 7 contains 8781 members 
Mstep: Class 8 contains 276842 members 
Mstep: Class 10 contains 3014 members 
Mstep: Class 11 contains 2055 members 
Mstep: Class 12 contains 5204 members 
Mstep: Class 13 contains 8497 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 18 contains 62573 members 
Mstep: Class 19 contains 2462 members 
Mstep: Class 20 contains 13702 members 
Mstep: Class 22 contains 11509 members 
Mstep: Class 23 contains 20497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147234.000000 Penalty: 36036.289062
Iteration 87Q: 18 clusters Score -2.314723e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 3115 members 
Mstep: Class 3 contains 17125 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 6417 members 
Mstep: Class 7 contains 8792 members 
Mstep: Class 8 contains 277469 members 
Mstep: Class 10 contains 3015 members 
Mstep: Class 11 contains 2055 members 
Mstep: Class 12 contains 5185 members 
Mstep: Class 13 contains 8400 members 
Mstep: Class 15 contains 1825 members 
Mstep: Class 18 contains 62002 members 
Mstep: Class 19 contains 2457 members 
Mstep: Class 20 contains 13688 members 
Mstep: Class 22 contains 11497 members 
Mstep: Class 23 contains 20503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147200.000000 Penalty: 36036.289062
Iteration 88Q: 18 clusters Score -2.31472e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 3115 members 
Mstep: Class 3 contains 17114 members 
Mstep: Class 5 contains 7915 members 
Mstep: Class 6 contains 6415 members 
Mstep: Class 7 contains 8804 members 
Mstep: Class 8 contains 278105 members 
Mstep: Class 10 contains 3010 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 5168 members 
Mstep: Class 13 contains 8310 members 
Mstep: Class 15 contains 1816 members 
Mstep: Class 18 contains 61433 members 
Mstep: Class 19 contains 2460 members 
Mstep: Class 20 contains 13679 members 
Mstep: Class 22 contains 11482 members 
Mstep: Class 23 contains 20505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147306.000000 Penalty: 36036.289062
Iteration 89Q: 18 clusters Score -2.314731e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 3115 members 
Mstep: Class 3 contains 17108 members 
Mstep: Class 5 contains 7976 members 
Mstep: Class 6 contains 6413 members 
Mstep: Class 7 contains 8825 members 
Mstep: Class 8 contains 278707 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 5152 members 
Mstep: Class 13 contains 8208 members 
Mstep: Class 15 contains 1811 members 
Mstep: Class 18 contains 60885 members 
Mstep: Class 19 contains 2463 members 
Mstep: Class 20 contains 13667 members 
Mstep: Class 22 contains 11461 members 
Mstep: Class 23 contains 20507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147388.000000 Penalty: 36036.289062
Iteration 90Q: 18 clusters Score -2.314739e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 3115 members 
Mstep: Class 3 contains 17101 members 
Mstep: Class 5 contains 8041 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 8850 members 
Mstep: Class 8 contains 279320 members 
Mstep: Class 10 contains 3026 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 5138 members 
Mstep: Class 13 contains 8084 members 
Mstep: Class 15 contains 1805 members 
Mstep: Class 18 contains 60330 members 
Mstep: Class 19 contains 2460 members 
Mstep: Class 20 contains 13659 members 
Mstep: Class 22 contains 11447 members 
Mstep: Class 23 contains 20513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147402.000000 Penalty: 36036.289062
Iteration 91Q: 18 clusters Score -2.31474e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 3115 members 
Mstep: Class 3 contains 17091 members 
Mstep: Class 5 contains 8110 members 
Mstep: Class 6 contains 6404 members 
Mstep: Class 7 contains 8863 members 
Mstep: Class 8 contains 279971 members 
Mstep: Class 10 contains 3037 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 5126 members 
Mstep: Class 13 contains 7947 members 
Mstep: Class 15 contains 1802 members 
Mstep: Class 18 contains 59759 members 
Mstep: Class 19 contains 2451 members 
Mstep: Class 20 contains 13651 members 
Mstep: Class 22 contains 11434 members 
Mstep: Class 23 contains 20520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147494.000000 Penalty: 36036.289062
Iteration 92Q: 18 clusters Score -2.314749e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 3116 members 
Mstep: Class 3 contains 17081 members 
Mstep: Class 5 contains 8199 members 
Mstep: Class 6 contains 6401 members 
Mstep: Class 7 contains 8881 members 
Mstep: Class 8 contains 280600 members 
Mstep: Class 10 contains 3044 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 5119 members 
Mstep: Class 13 contains 7795 members 
Mstep: Class 15 contains 1799 members 
Mstep: Class 18 contains 59194 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 13651 members 
Mstep: Class 22 contains 11424 members 
Mstep: Class 23 contains 20522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147614.000000 Penalty: 36036.289062
Iteration 93Q: 18 clusters Score -2.314761e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 3116 members 
Mstep: Class 3 contains 17075 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 6399 members 
Mstep: Class 7 contains 8896 members 
Mstep: Class 8 contains 281279 members 
Mstep: Class 10 contains 3053 members 
Mstep: Class 11 contains 2055 members 
Mstep: Class 12 contains 5110 members 
Mstep: Class 13 contains 7635 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 18 contains 58595 members 
Mstep: Class 19 contains 2441 members 
Mstep: Class 20 contains 13647 members 
Mstep: Class 22 contains 11422 members 
Mstep: Class 23 contains 20525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147822.000000 Penalty: 36036.289062
Iteration 94Q: 18 clusters Score -2.314782e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 3116 members 
Mstep: Class 3 contains 17069 members 
Mstep: Class 5 contains 8389 members 
Mstep: Class 6 contains 6402 members 
Mstep: Class 7 contains 8914 members 
Mstep: Class 8 contains 281960 members 
Mstep: Class 10 contains 3053 members 
Mstep: Class 11 contains 2055 members 
Mstep: Class 12 contains 5102 members 
Mstep: Class 13 contains 7471 members 
Mstep: Class 15 contains 1779 members 
Mstep: Class 18 contains 57978 members 
Mstep: Class 19 contains 2435 members 
Mstep: Class 20 contains 13638 members 
Mstep: Class 22 contains 11420 members 
Mstep: Class 23 contains 20527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147938.000000 Penalty: 36036.289062
Iteration 95Q: 18 clusters Score -2.314794e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 3116 members 
Mstep: Class 3 contains 17069 members 
Mstep: Class 5 contains 8509 members 
Mstep: Class 6 contains 6403 members 
Mstep: Class 7 contains 8928 members 
Mstep: Class 8 contains 282690 members 
Mstep: Class 10 contains 3054 members 
Mstep: Class 11 contains 2055 members 
Mstep: Class 12 contains 5093 members 
Mstep: Class 13 contains 7317 members 
Mstep: Class 15 contains 1760 members 
Mstep: Class 18 contains 57305 members 
Mstep: Class 19 contains 2425 members 
Mstep: Class 20 contains 13630 members 
Mstep: Class 22 contains 11416 members 
Mstep: Class 23 contains 20531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147996.000000 Penalty: 36036.289062
Iteration 96Q: 18 clusters Score -2.3148e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 3116 members 
Mstep: Class 3 contains 17070 members 
Mstep: Class 5 contains 8625 members 
Mstep: Class 6 contains 6403 members 
Mstep: Class 7 contains 8944 members 
Mstep: Class 8 contains 283367 members 
Mstep: Class 10 contains 3056 members 
Mstep: Class 11 contains 2054 members 
Mstep: Class 12 contains 5089 members 
Mstep: Class 13 contains 7154 members 
Mstep: Class 15 contains 1748 members 
Mstep: Class 18 contains 56683 members 
Mstep: Class 19 contains 2414 members 
Mstep: Class 20 contains 13621 members 
Mstep: Class 22 contains 11415 members 
Mstep: Class 23 contains 20538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148210.000000 Penalty: 36036.289062
Iteration 97Q: 18 clusters Score -2.314821e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 3116 members 
Mstep: Class 3 contains 17072 members 
Mstep: Class 5 contains 8756 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 284086 members 
Mstep: Class 10 contains 3063 members 
Mstep: Class 11 contains 2052 members 
Mstep: Class 12 contains 5080 members 
Mstep: Class 13 contains 6973 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 18 contains 56009 members 
Mstep: Class 19 contains 2405 members 
Mstep: Class 20 contains 13617 members 
Mstep: Class 22 contains 11414 members 
Mstep: Class 23 contains 20542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148402.000000 Penalty: 36036.289062
Iteration 98Q: 18 clusters Score -2.31484e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 3116 members 
Mstep: Class 3 contains 17076 members 
Mstep: Class 5 contains 8884 members 
Mstep: Class 6 contains 6408 members 
Mstep: Class 7 contains 8987 members 
Mstep: Class 8 contains 284809 members 
Mstep: Class 10 contains 3063 members 
Mstep: Class 11 contains 2050 members 
Mstep: Class 12 contains 5071 members 
Mstep: Class 13 contains 6801 members 
Mstep: Class 15 contains 1734 members 
Mstep: Class 18 contains 55318 members 
Mstep: Class 19 contains 2400 members 
Mstep: Class 20 contains 13608 members 
Mstep: Class 22 contains 11417 members 
Mstep: Class 23 contains 20547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148614.000000 Penalty: 36036.289062
Iteration 99Q: 18 clusters Score -2.314861e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 3116 members 
Mstep: Class 3 contains 17083 members 
Mstep: Class 5 contains 9004 members 
Mstep: Class 6 contains 6408 members 
Mstep: Class 7 contains 9004 members 
Mstep: Class 8 contains 285539 members 
Mstep: Class 10 contains 3065 members 
Mstep: Class 11 contains 2050 members 
Mstep: Class 12 contains 5063 members 
Mstep: Class 13 contains 6607 members 
Mstep: Class 15 contains 1717 members 
Mstep: Class 18 contains 54656 members 
Mstep: Class 19 contains 2398 members 
Mstep: Class 20 contains 13596 members 
Mstep: Class 22 contains 11412 members 
Mstep: Class 23 contains 20554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148874.000000 Penalty: 36036.289062
Iteration 100F: 18 clusters Score -2.314887e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 3116 members 
Mstep: Class 3 contains 17082 members 
Mstep: Class 5 contains 9153 members 
Mstep: Class 6 contains 6408 members 
Mstep: Class 7 contains 9023 members 
Mstep: Class 8 contains 286232 members 
Mstep: Class 10 contains 3065 members 
Mstep: Class 11 contains 2048 members 
Mstep: Class 12 contains 5058 members 
Mstep: Class 13 contains 6441 members 
Mstep: Class 15 contains 1711 members 
Mstep: Class 18 contains 53974 members 
Mstep: Class 19 contains 2388 members 
Mstep: Class 20 contains 13586 members 
Mstep: Class 22 contains 11411 members 
Mstep: Class 23 contains 20564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23149078.000000 Penalty: 36036.289062
Iteration 101Q: 18 clusters Score -2.314908e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 3115 members 
Mstep: Class 3 contains 17086 members 
Mstep: Class 5 contains 9288 members 
Mstep: Class 6 contains 6413 members 
Mstep: Class 7 contains 9047 members 
Mstep: Class 8 contains 286984 members 
Mstep: Class 10 contains 3064 members 
Mstep: Class 11 contains 2049 members 
Mstep: Class 12 contains 5056 members 
Mstep: Class 13 contains 6238 members 
Mstep: Class 15 contains 1714 members 
Mstep: Class 18 contains 53280 members 
Mstep: Class 19 contains 2367 members 
Mstep: Class 20 contains 13577 members 
Mstep: Class 22 contains 11410 members 
Mstep: Class 23 contains 20569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23149274.000000 Penalty: 36036.289062
Iteration 102Q: 18 clusters Score -2.314927e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 3115 members 
Mstep: Class 3 contains 17091 members 
Mstep: Class 5 contains 9422 members 
Mstep: Class 6 contains 6414 members 
Mstep: Class 7 contains 9064 members 
Mstep: Class 8 contains 287763 members 
Mstep: Class 10 contains 3064 members 
Mstep: Class 11 contains 2048 members 
Mstep: Class 12 contains 5050 members 
Mstep: Class 13 contains 6027 members 
Mstep: Class 15 contains 1716 members 
Mstep: Class 18 contains 52570 members 
Mstep: Class 19 contains 2356 members 
Mstep: Class 20 contains 13559 members 
Mstep: Class 22 contains 11410 members 
Mstep: Class 23 contains 20577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23149498.000000 Penalty: 36036.289062
Iteration 103Q: 18 clusters Score -2.31495e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 3115 members 
Mstep: Class 3 contains 17095 members 
Mstep: Class 5 contains 9546 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 9088 members 
Mstep: Class 8 contains 288531 members 
Mstep: Class 10 contains 3075 members 
Mstep: Class 11 contains 2049 members 
Mstep: Class 12 contains 5041 members 
Mstep: Class 13 contains 5804 members 
Mstep: Class 15 contains 1722 members 
Mstep: Class 18 contains 51882 members 
Mstep: Class 19 contains 2337 members 
Mstep: Class 20 contains 13554 members 
Mstep: Class 22 contains 11410 members 
Mstep: Class 23 contains 20580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23149722.000000 Penalty: 36036.289062
Iteration 104Q: 18 clusters Score -2.314972e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 3116 members 
Mstep: Class 3 contains 17103 members 
Mstep: Class 5 contains 9640 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 9114 members 
Mstep: Class 8 contains 289316 members 
Mstep: Class 10 contains 3071 members 
Mstep: Class 11 contains 2048 members 
Mstep: Class 12 contains 5025 members 
Mstep: Class 13 contains 5609 members 
Mstep: Class 15 contains 1714 members 
Mstep: Class 18 contains 51206 members 
Mstep: Class 19 contains 2311 members 
Mstep: Class 20 contains 13547 members 
Mstep: Class 22 contains 11410 members 
Mstep: Class 23 contains 20586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23149906.000000 Penalty: 36036.289062
Iteration 105Q: 18 clusters Score -2.314991e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 3118 members 
Mstep: Class 3 contains 17110 members 
Mstep: Class 5 contains 9724 members 
Mstep: Class 6 contains 6408 members 
Mstep: Class 7 contains 9144 members 
Mstep: Class 8 contains 290119 members 
Mstep: Class 10 contains 3066 members 
Mstep: Class 11 contains 2046 members 
Mstep: Class 12 contains 5007 members 
Mstep: Class 13 contains 5414 members 
Mstep: Class 15 contains 1709 members 
Mstep: Class 18 contains 50526 members 
Mstep: Class 19 contains 2289 members 
Mstep: Class 20 contains 13542 members 
Mstep: Class 22 contains 11406 members 
Mstep: Class 23 contains 20592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23150248.000000 Penalty: 36036.289062
Iteration 106Q: 18 clusters Score -2.315025e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 3120 members 
Mstep: Class 3 contains 17110 members 
Mstep: Class 5 contains 9824 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 9174 members 
Mstep: Class 8 contains 290952 members 
Mstep: Class 10 contains 3074 members 
Mstep: Class 11 contains 2043 members 
Mstep: Class 12 contains 4986 members 
Mstep: Class 13 contains 5203 members 
Mstep: Class 15 contains 1700 members 
Mstep: Class 18 contains 49815 members 
Mstep: Class 19 contains 2268 members 
Mstep: Class 20 contains 13535 members 
Mstep: Class 22 contains 11404 members 
Mstep: Class 23 contains 20595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23150456.000000 Penalty: 36036.289062
Iteration 107Q: 18 clusters Score -2.315046e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 3121 members 
Mstep: Class 3 contains 17109 members 
Mstep: Class 5 contains 9936 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 9196 members 
Mstep: Class 8 contains 291811 members 
Mstep: Class 10 contains 3083 members 
Mstep: Class 11 contains 2040 members 
Mstep: Class 12 contains 4980 members 
Mstep: Class 13 contains 4991 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 18 contains 49045 members 
Mstep: Class 19 contains 2253 members 
Mstep: Class 20 contains 13533 members 
Mstep: Class 22 contains 11396 members 
Mstep: Class 23 contains 20601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23150684.000000 Penalty: 36036.289062
Iteration 108Q: 18 clusters Score -2.315068e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 3121 members 
Mstep: Class 3 contains 17115 members 
Mstep: Class 5 contains 10054 members 
Mstep: Class 6 contains 6412 members 
Mstep: Class 7 contains 9219 members 
Mstep: Class 8 contains 292644 members 
Mstep: Class 10 contains 3082 members 
Mstep: Class 11 contains 2038 members 
Mstep: Class 12 contains 4971 members 
Mstep: Class 13 contains 4808 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 18 contains 48274 members 
Mstep: Class 19 contains 2229 members 
Mstep: Class 20 contains 13533 members 
Mstep: Class 22 contains 11395 members 
Mstep: Class 23 contains 20607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23151044.000000 Penalty: 36036.289062
Iteration 109Q: 18 clusters Score -2.315104e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 3121 members 
Mstep: Class 3 contains 17130 members 
Mstep: Class 5 contains 10148 members 
Mstep: Class 6 contains 6412 members 
Mstep: Class 7 contains 9244 members 
Mstep: Class 8 contains 293523 members 
Mstep: Class 10 contains 3087 members 
Mstep: Class 11 contains 2038 members 
Mstep: Class 12 contains 4961 members 
Mstep: Class 13 contains 4626 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 18 contains 47471 members 
Mstep: Class 19 contains 2209 members 
Mstep: Class 20 contains 13529 members 
Mstep: Class 22 contains 11391 members 
Mstep: Class 23 contains 20612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23151272.000000 Penalty: 36036.289062
Iteration 110Q: 18 clusters Score -2.315127e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 3120 members 
Mstep: Class 3 contains 17138 members 
Mstep: Class 5 contains 10195 members 
Mstep: Class 6 contains 6408 members 
Mstep: Class 7 contains 9268 members 
Mstep: Class 8 contains 294399 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 11 contains 2036 members 
Mstep: Class 12 contains 4954 members 
Mstep: Class 13 contains 4421 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 18 contains 46728 members 
Mstep: Class 19 contains 2191 members 
Mstep: Class 20 contains 13531 members 
Mstep: Class 22 contains 11389 members 
Mstep: Class 23 contains 20616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23151310.000000 Penalty: 36036.289062
Iteration 111Q: 18 clusters Score -2.315131e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 3119 members 
Mstep: Class 3 contains 17154 members 
Mstep: Class 5 contains 10222 members 
Mstep: Class 6 contains 6408 members 
Mstep: Class 7 contains 9294 members 
Mstep: Class 8 contains 295270 members 
Mstep: Class 10 contains 3103 members 
Mstep: Class 11 contains 2035 members 
Mstep: Class 12 contains 4954 members 
Mstep: Class 13 contains 4211 members 
Mstep: Class 15 contains 1700 members 
Mstep: Class 18 contains 46008 members 
Mstep: Class 19 contains 2159 members 
Mstep: Class 20 contains 13528 members 
Mstep: Class 22 contains 11392 members 
Mstep: Class 23 contains 20618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23151544.000000 Penalty: 36036.289062
Iteration 112Q: 18 clusters Score -2.315154e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 3119 members 
Mstep: Class 3 contains 17174 members 
Mstep: Class 5 contains 10242 members 
Mstep: Class 6 contains 6406 members 
Mstep: Class 7 contains 9319 members 
Mstep: Class 8 contains 296115 members 
Mstep: Class 10 contains 3094 members 
Mstep: Class 11 contains 2034 members 
Mstep: Class 12 contains 4952 members 
Mstep: Class 13 contains 4043 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 18 contains 45295 members 
Mstep: Class 19 contains 2126 members 
Mstep: Class 20 contains 13523 members 
Mstep: Class 22 contains 11389 members 
Mstep: Class 23 contains 20621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23151660.000000 Penalty: 36036.289062
Iteration 113Q: 18 clusters Score -2.315166e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 3121 members 
Mstep: Class 3 contains 17194 members 
Mstep: Class 5 contains 10275 members 
Mstep: Class 6 contains 6412 members 
Mstep: Class 7 contains 9344 members 
Mstep: Class 8 contains 296865 members 
Mstep: Class 10 contains 3085 members 
Mstep: Class 11 contains 2032 members 
Mstep: Class 12 contains 4951 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 15 contains 1718 members 
Mstep: Class 18 contains 44606 members 
Mstep: Class 19 contains 2097 members 
Mstep: Class 20 contains 13528 members 
Mstep: Class 22 contains 11393 members 
Mstep: Class 23 contains 20624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23151774.000000 Penalty: 36036.289062
Iteration 114Q: 18 clusters Score -2.315177e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 3122 members 
Mstep: Class 3 contains 17209 members 
Mstep: Class 5 contains 10303 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 297648 members 
Mstep: Class 10 contains 3081 members 
Mstep: Class 11 contains 2032 members 
Mstep: Class 12 contains 4950 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 15 contains 1729 members 
Mstep: Class 18 contains 43921 members 
Mstep: Class 19 contains 2064 members 
Mstep: Class 20 contains 13532 members 
Mstep: Class 22 contains 11396 members 
Mstep: Class 23 contains 20625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23151910.000000 Penalty: 36036.289062
Iteration 115Q: 18 clusters Score -2.315191e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 3124 members 
Mstep: Class 3 contains 17221 members 
Mstep: Class 5 contains 10309 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 9389 members 
Mstep: Class 8 contains 298403 members 
Mstep: Class 10 contains 3080 members 
Mstep: Class 11 contains 2030 members 
Mstep: Class 12 contains 4945 members 
Mstep: Class 13 contains 3608 members 
Mstep: Class 15 contains 1743 members 
Mstep: Class 18 contains 43280 members 
Mstep: Class 19 contains 2030 members 
Mstep: Class 20 contains 13532 members 
Mstep: Class 22 contains 11401 members 
Mstep: Class 23 contains 20624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23152190.000000 Penalty: 36036.289062
Iteration 116Q: 18 clusters Score -2.315219e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 3126 members 
Mstep: Class 3 contains 17234 members 
Mstep: Class 5 contains 10280 members 
Mstep: Class 6 contains 6413 members 
Mstep: Class 7 contains 9414 members 
Mstep: Class 8 contains 299176 members 
Mstep: Class 10 contains 3076 members 
Mstep: Class 11 contains 2026 members 
Mstep: Class 12 contains 4943 members 
Mstep: Class 13 contains 3451 members 
Mstep: Class 15 contains 1753 members 
Mstep: Class 18 contains 42676 members 
Mstep: Class 19 contains 1992 members 
Mstep: Class 20 contains 13526 members 
Mstep: Class 22 contains 11411 members 
Mstep: Class 23 contains 20628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23152332.000000 Penalty: 36036.289062
Iteration 117Q: 18 clusters Score -2.315233e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 17249 members 
Mstep: Class 5 contains 10227 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 9441 members 
Mstep: Class 8 contains 299926 members 
Mstep: Class 10 contains 3084 members 
Mstep: Class 11 contains 2022 members 
Mstep: Class 12 contains 4944 members 
Mstep: Class 13 contains 3296 members 
Mstep: Class 15 contains 1766 members 
Mstep: Class 18 contains 42089 members 
Mstep: Class 19 contains 1962 members 
Mstep: Class 20 contains 13524 members 
Mstep: Class 22 contains 11421 members 
Mstep: Class 23 contains 20632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23152380.000000 Penalty: 36036.289062
Iteration 118Q: 18 clusters Score -2.315238e+07 nChanged 1187
Entering ConstructFrom: 
Score: -23152380.000000 Penalty: 36036.289062
Entering ConstructFrom: 
Trying to split cluster 1 (11578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Entering Unmasked Estep 
Score: -569403.062500 Penalty: 1520.490112
	Iteration 0F: 2 clusters Score -569403.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -561244.000000 Penalty: 3040.980225
	Iteration 0F: 3 clusters Score -561244 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -564219.687500 Penalty: 3040.980225
	Iteration 1F: 3 clusters Score -564219.7 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -565384.875000 Penalty: 3040.980225
	Iteration 2F: 3 clusters Score -565384.9 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -567003.312500 Penalty: 3040.980225
	Iteration 3F: 3 clusters Score -567003.3 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -568468.500000 Penalty: 3040.980225
	Iteration 4F: 3 clusters Score -568468.5 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -569359.875000 Penalty: 3040.980225
	Iteration 5F: 3 clusters Score -569359.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -569714.437500 Penalty: 3040.980225
	Iteration 6Q: 3 clusters Score -569714.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -569828.187500 Penalty: 3040.980225
	Iteration 7Q: 3 clusters Score -569828.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -569876.125000 Penalty: 3040.980225
	Iteration 8Q: 3 clusters Score -569876.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -569904.875000 Penalty: 3040.980225
	Iteration 9Q: 3 clusters Score -569904.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -569921.125000 Penalty: 3040.980225
	Iteration 10Q: 3 clusters Score -569921.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -569931.000000 Penalty: 3040.980225
	Iteration 11Q: 3 clusters Score -569931 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -569942.000000 Penalty: 3040.980225
	Iteration 12Q: 3 clusters Score -569942 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -569949.750000 Penalty: 3040.980225
	Iteration 13Q: 3 clusters Score -569949.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -569955.500000 Penalty: 3040.980225
	Iteration 14Q: 3 clusters Score -569955.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -569961.687500 Penalty: 3040.980225
	Iteration 15Q: 3 clusters Score -569961.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -569968.000000 Penalty: 3040.980225
	Iteration 16Q: 3 clusters Score -569968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -569969.937500 Penalty: 3040.980225
	Iteration 17Q: 3 clusters Score -569969.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -569972.625000 Penalty: 3040.980225
	Iteration 18Q: 3 clusters Score -569972.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -569973.125000 Penalty: 3040.980225
	Iteration 19Q: 3 clusters Score -569973.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -569973.875000 Penalty: 3040.980225
	Iteration 20F: 3 clusters Score -569973.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -569975.687500 Penalty: 3040.980225
	Iteration 21Q: 3 clusters Score -569975.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -569975.375000 Penalty: 3040.980225
	Iteration 22Q: 3 clusters Score -569975.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -569975.875000 Penalty: 3040.980225
	Iteration 23Q: 3 clusters Score -569975.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -569976.500000 Penalty: 3040.980225
	Iteration 24Q: 3 clusters Score -569976.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -569977.062500 Penalty: 3040.980225
	Iteration 25Q: 3 clusters Score -569977.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -569976.937500 Penalty: 3040.980225
	Iteration 26Q: 3 clusters Score -569976.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -569977.812500 Penalty: 3040.980225
	Iteration 27Q: 3 clusters Score -569977.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -569977.812500 Penalty: 3040.980225
	Iteration 28F: 3 clusters Score -569977.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3129 members 
Mstep: Class 3 contains 17269 members 
Mstep: Class 4 contains 9966 members 
Mstep: Class 5 contains 10189 members 
Mstep: Class 6 contains 6405 members 
Mstep: Class 7 contains 9466 members 
Mstep: Class 8 contains 300670 members 
Mstep: Class 10 contains 3085 members 
Mstep: Class 11 contains 2022 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 3172 members 
Mstep: Class 15 contains 1775 members 
Mstep: Class 18 contains 41483 members 
Mstep: Class 19 contains 1932 members 
Mstep: Class 20 contains 13522 members 
Mstep: Class 22 contains 11420 members 
Mstep: Class 23 contains 20630 members 
Entering Unmasked Estep 
Score: -23152344.000000 Penalty: 38156.070312
Splitting cluster 1 changes total score from -23152380.000000 to -23152344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (3129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Entering Unmasked Estep 
Score: -159105.906250 Penalty: 1307.876099
	Iteration 0F: 2 clusters Score -159105.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -156292.859375 Penalty: 2615.752197
	Iteration 0F: 3 clusters Score -156292.9 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -156960.500000 Penalty: 2615.752197
	Iteration 1F: 3 clusters Score -156960.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -157105.765625 Penalty: 2615.752197
	Iteration 2F: 3 clusters Score -157105.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -157201.406250 Penalty: 2615.752197
	Iteration 3Q: 3 clusters Score -157201.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -157301.765625 Penalty: 2615.752197
	Iteration 4Q: 3 clusters Score -157301.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -157407.250000 Penalty: 2615.752197
	Iteration 5Q: 3 clusters Score -157407.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -157488.546875 Penalty: 2615.752197
	Iteration 6Q: 3 clusters Score -157488.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -157553.546875 Penalty: 2615.752197
	Iteration 7Q: 3 clusters Score -157553.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -157605.187500 Penalty: 2615.752197
	Iteration 8Q: 3 clusters Score -157605.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -157641.125000 Penalty: 2615.752197
	Iteration 9Q: 3 clusters Score -157641.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -157669.671875 Penalty: 2615.752197
	Iteration 10Q: 3 clusters Score -157669.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -157691.500000 Penalty: 2615.752197
	Iteration 11Q: 3 clusters Score -157691.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -157712.625000 Penalty: 2615.752197
	Iteration 12Q: 3 clusters Score -157712.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -157735.312500 Penalty: 2615.752197
	Iteration 13Q: 3 clusters Score -157735.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -157755.375000 Penalty: 2615.752197
	Iteration 14Q: 3 clusters Score -157755.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -157780.656250 Penalty: 2615.752197
	Iteration 15Q: 3 clusters Score -157780.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -157798.437500 Penalty: 2615.752197
	Iteration 16Q: 3 clusters Score -157798.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -157823.328125 Penalty: 2615.752197
	Iteration 17Q: 3 clusters Score -157823.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -157838.390625 Penalty: 2615.752197
	Iteration 18Q: 3 clusters Score -157838.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -157853.515625 Penalty: 2615.752197
	Iteration 19Q: 3 clusters Score -157853.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -157868.687500 Penalty: 2615.752197
	Iteration 20F: 3 clusters Score -157868.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -157881.250000 Penalty: 2615.752197
	Iteration 21Q: 3 clusters Score -157881.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -157893.031250 Penalty: 2615.752197
	Iteration 22Q: 3 clusters Score -157893 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -157908.484375 Penalty: 2615.752197
	Iteration 23Q: 3 clusters Score -157908.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -157923.718750 Penalty: 2615.752197
	Iteration 24Q: 3 clusters Score -157923.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -157935.375000 Penalty: 2615.752197
	Iteration 25Q: 3 clusters Score -157935.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -157945.875000 Penalty: 2615.752197
	Iteration 26Q: 3 clusters Score -157945.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -157956.546875 Penalty: 2615.752197
	Iteration 27Q: 3 clusters Score -157956.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -157970.375000 Penalty: 2615.752197
	Iteration 28Q: 3 clusters Score -157970.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -157983.984375 Penalty: 2615.752197
	Iteration 29Q: 3 clusters Score -157984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -157997.953125 Penalty: 2615.752197
	Iteration 30Q: 3 clusters Score -157998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -158007.250000 Penalty: 2615.752197
	Iteration 31Q: 3 clusters Score -158007.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -158013.109375 Penalty: 2615.752197
	Iteration 32Q: 3 clusters Score -158013.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -158021.828125 Penalty: 2615.752197
	Iteration 33Q: 3 clusters Score -158021.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -158029.203125 Penalty: 2615.752197
	Iteration 34Q: 3 clusters Score -158029.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -158034.671875 Penalty: 2615.752197
	Iteration 35Q: 3 clusters Score -158034.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -158040.296875 Penalty: 2615.752197
	Iteration 36Q: 3 clusters Score -158040.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -158048.640625 Penalty: 2615.752197
	Iteration 37Q: 3 clusters Score -158048.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -158053.312500 Penalty: 2615.752197
	Iteration 38Q: 3 clusters Score -158053.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -158057.187500 Penalty: 2615.752197
	Iteration 39Q: 3 clusters Score -158057.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -158059.859375 Penalty: 2615.752197
	Iteration 40F: 3 clusters Score -158059.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -158061.281250 Penalty: 2615.752197
	Iteration 41Q: 3 clusters Score -158061.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -158062.265625 Penalty: 2615.752197
	Iteration 42Q: 3 clusters Score -158062.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -158063.968750 Penalty: 2615.752197
	Iteration 43Q: 3 clusters Score -158064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -158065.812500 Penalty: 2615.752197
	Iteration 44Q: 3 clusters Score -158065.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -158067.609375 Penalty: 2615.752197
	Iteration 45Q: 3 clusters Score -158067.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -158068.546875 Penalty: 2615.752197
	Iteration 46Q: 3 clusters Score -158068.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -158068.968750 Penalty: 2615.752197
	Iteration 47Q: 3 clusters Score -158069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -158069.937500 Penalty: 2615.752197
	Iteration 48Q: 3 clusters Score -158069.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -158070.140625 Penalty: 2615.752197
	Iteration 49Q: 3 clusters Score -158070.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -158070.140625 Penalty: 2615.752197
	Iteration 50F: 3 clusters Score -158070.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Entering Unmasked Estep 
Score: -926867.312500 Penalty: 1585.458618
	Iteration 0F: 2 clusters Score -926867.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -914914.562500 Penalty: 3170.917236
	Iteration 0F: 3 clusters Score -914914.6 nChanged 7877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -919232.625000 Penalty: 3170.917236
	Iteration 1F: 3 clusters Score -919232.6 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -919514.562500 Penalty: 3170.917236
	Iteration 2Q: 3 clusters Score -919514.6 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -919779.500000 Penalty: 3170.917236
	Iteration 3Q: 3 clusters Score -919779.5 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -920018.062500 Penalty: 3170.917236
	Iteration 4Q: 3 clusters Score -920018.1 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -920273.937500 Penalty: 3170.917236
	Iteration 5Q: 3 clusters Score -920273.9 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -920549.312500 Penalty: 3170.917236
	Iteration 6Q: 3 clusters Score -920549.3 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -920797.875000 Penalty: 3170.917236
	Iteration 7Q: 3 clusters Score -920797.9 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -921032.062500 Penalty: 3170.917236
	Iteration 8Q: 3 clusters Score -921032.1 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -921257.687500 Penalty: 3170.917236
	Iteration 9Q: 3 clusters Score -921257.7 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -921463.250000 Penalty: 3170.917236
	Iteration 10Q: 3 clusters Score -921463.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -921697.312500 Penalty: 3170.917236
	Iteration 11Q: 3 clusters Score -921697.3 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -921948.375000 Penalty: 3170.917236
	Iteration 12Q: 3 clusters Score -921948.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -922223.500000 Penalty: 3170.917236
	Iteration 13Q: 3 clusters Score -922223.5 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -922507.937500 Penalty: 3170.917236
	Iteration 14Q: 3 clusters Score -922507.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -922781.875000 Penalty: 3170.917236
	Iteration 15Q: 3 clusters Score -922781.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -922991.437500 Penalty: 3170.917236
	Iteration 16Q: 3 clusters Score -922991.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -923149.062500 Penalty: 3170.917236
	Iteration 17Q: 3 clusters Score -923149.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -923274.687500 Penalty: 3170.917236
	Iteration 18Q: 3 clusters Score -923274.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -923367.500000 Penalty: 3170.917236
	Iteration 19Q: 3 clusters Score -923367.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -923444.312500 Penalty: 3170.917236
	Iteration 20F: 3 clusters Score -923444.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -923514.312500 Penalty: 3170.917236
	Iteration 21Q: 3 clusters Score -923514.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -923591.812500 Penalty: 3170.917236
	Iteration 22Q: 3 clusters Score -923591.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -923660.750000 Penalty: 3170.917236
	Iteration 23Q: 3 clusters Score -923660.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -923719.125000 Penalty: 3170.917236
	Iteration 24Q: 3 clusters Score -923719.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -923792.687500 Penalty: 3170.917236
	Iteration 25Q: 3 clusters Score -923792.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -923876.375000 Penalty: 3170.917236
	Iteration 26Q: 3 clusters Score -923876.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -923945.875000 Penalty: 3170.917236
	Iteration 27Q: 3 clusters Score -923945.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -924022.562500 Penalty: 3170.917236
	Iteration 28Q: 3 clusters Score -924022.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -924101.312500 Penalty: 3170.917236
	Iteration 29Q: 3 clusters Score -924101.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -924178.875000 Penalty: 3170.917236
	Iteration 30Q: 3 clusters Score -924178.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -924262.437500 Penalty: 3170.917236
	Iteration 31Q: 3 clusters Score -924262.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -924355.562500 Penalty: 3170.917236
	Iteration 32Q: 3 clusters Score -924355.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -924453.812500 Penalty: 3170.917236
	Iteration 33Q: 3 clusters Score -924453.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -924568.937500 Penalty: 3170.917236
	Iteration 34Q: 3 clusters Score -924568.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -924667.062500 Penalty: 3170.917236
	Iteration 35Q: 3 clusters Score -924667.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -924755.937500 Penalty: 3170.917236
	Iteration 36Q: 3 clusters Score -924755.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -924839.750000 Penalty: 3170.917236
	Iteration 37Q: 3 clusters Score -924839.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -924933.062500 Penalty: 3170.917236
	Iteration 38Q: 3 clusters Score -924933.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -925024.750000 Penalty: 3170.917236
	Iteration 39Q: 3 clusters Score -925024.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -925113.312500 Penalty: 3170.917236
	Iteration 40F: 3 clusters Score -925113.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -925187.750000 Penalty: 3170.917236
	Iteration 41Q: 3 clusters Score -925187.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -925238.375000 Penalty: 3170.917236
	Iteration 42Q: 3 clusters Score -925238.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -925278.437500 Penalty: 3170.917236
	Iteration 43Q: 3 clusters Score -925278.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -925295.500000 Penalty: 3170.917236
	Iteration 44Q: 3 clusters Score -925295.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -925313.125000 Penalty: 3170.917236
	Iteration 45Q: 3 clusters Score -925313.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -925324.000000 Penalty: 3170.917236
	Iteration 46Q: 3 clusters Score -925324 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -925338.750000 Penalty: 3170.917236
	Iteration 47Q: 3 clusters Score -925338.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -925348.625000 Penalty: 3170.917236
	Iteration 48Q: 3 clusters Score -925348.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -925362.312500 Penalty: 3170.917236
	Iteration 49Q: 3 clusters Score -925362.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -925377.062500 Penalty: 3170.917236
	Iteration 50Q: 3 clusters Score -925377.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -925386.000000 Penalty: 3170.917236
	Iteration 51Q: 3 clusters Score -925386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -925391.500000 Penalty: 3170.917236
	Iteration 52Q: 3 clusters Score -925391.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -925401.875000 Penalty: 3170.917236
	Iteration 53Q: 3 clusters Score -925401.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -925407.687500 Penalty: 3170.917236
	Iteration 54Q: 3 clusters Score -925407.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -925414.500000 Penalty: 3170.917236
	Iteration 55Q: 3 clusters Score -925414.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -925421.562500 Penalty: 3170.917236
	Iteration 56Q: 3 clusters Score -925421.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -925426.125000 Penalty: 3170.917236
	Iteration 57Q: 3 clusters Score -925426.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -925439.375000 Penalty: 3170.917236
	Iteration 58Q: 3 clusters Score -925439.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -925444.875000 Penalty: 3170.917236
	Iteration 59Q: 3 clusters Score -925444.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -925448.812500 Penalty: 3170.917236
	Iteration 60F: 3 clusters Score -925448.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -925451.500000 Penalty: 3170.917236
	Iteration 61Q: 3 clusters Score -925451.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -925455.375000 Penalty: 3170.917236
	Iteration 62Q: 3 clusters Score -925455.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -925456.187500 Penalty: 3170.917236
	Iteration 63Q: 3 clusters Score -925456.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -925456.812500 Penalty: 3170.917236
	Iteration 64Q: 3 clusters Score -925456.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -925456.812500 Penalty: 3170.917236
	Iteration 65F: 3 clusters Score -925456.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Entering Unmasked Estep 
Score: -563538.875000 Penalty: 1499.722900
	Iteration 0F: 2 clusters Score -563538.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -556209.062500 Penalty: 2999.445801
	Iteration 0F: 3 clusters Score -556209.1 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -558527.812500 Penalty: 2999.445801
	Iteration 1F: 3 clusters Score -558527.8 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -558730.625000 Penalty: 2999.445801
	Iteration 2F: 3 clusters Score -558730.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -558859.312500 Penalty: 2999.445801
	Iteration 3Q: 3 clusters Score -558859.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -558967.562500 Penalty: 2999.445801
	Iteration 4Q: 3 clusters Score -558967.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -559047.000000 Penalty: 2999.445801
	Iteration 5Q: 3 clusters Score -559047 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -559109.750000 Penalty: 2999.445801
	Iteration 6Q: 3 clusters Score -559109.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -559163.375000 Penalty: 2999.445801
	Iteration 7Q: 3 clusters Score -559163.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -559206.812500 Penalty: 2999.445801
	Iteration 8Q: 3 clusters Score -559206.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -559245.312500 Penalty: 2999.445801
	Iteration 9Q: 3 clusters Score -559245.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -559280.625000 Penalty: 2999.445801
	Iteration 10Q: 3 clusters Score -559280.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -559308.875000 Penalty: 2999.445801
	Iteration 11Q: 3 clusters Score -559308.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -559339.562500 Penalty: 2999.445801
	Iteration 12Q: 3 clusters Score -559339.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -559370.000000 Penalty: 2999.445801
	Iteration 13Q: 3 clusters Score -559370 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -559394.250000 Penalty: 2999.445801
	Iteration 14Q: 3 clusters Score -559394.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -559414.687500 Penalty: 2999.445801
	Iteration 15Q: 3 clusters Score -559414.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -559437.125000 Penalty: 2999.445801
	Iteration 16Q: 3 clusters Score -559437.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -559464.437500 Penalty: 2999.445801
	Iteration 17Q: 3 clusters Score -559464.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -559498.562500 Penalty: 2999.445801
	Iteration 18Q: 3 clusters Score -559498.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -559535.875000 Penalty: 2999.445801
	Iteration 19Q: 3 clusters Score -559535.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -559581.750000 Penalty: 2999.445801
	Iteration 20F: 3 clusters Score -559581.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -559655.437500 Penalty: 2999.445801
	Iteration 21Q: 3 clusters Score -559655.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -559742.937500 Penalty: 2999.445801
	Iteration 22Q: 3 clusters Score -559742.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -559850.125000 Penalty: 2999.445801
	Iteration 23Q: 3 clusters Score -559850.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -559987.937500 Penalty: 2999.445801
	Iteration 24Q: 3 clusters Score -559987.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -560149.375000 Penalty: 2999.445801
	Iteration 25Q: 3 clusters Score -560149.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -560324.875000 Penalty: 2999.445801
	Iteration 26Q: 3 clusters Score -560324.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -560520.750000 Penalty: 2999.445801
	Iteration 27Q: 3 clusters Score -560520.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -560706.875000 Penalty: 2999.445801
	Iteration 28Q: 3 clusters Score -560706.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -560897.937500 Penalty: 2999.445801
	Iteration 29Q: 3 clusters Score -560897.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -561065.812500 Penalty: 2999.445801
	Iteration 30Q: 3 clusters Score -561065.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -561197.312500 Penalty: 2999.445801
	Iteration 31Q: 3 clusters Score -561197.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -561317.375000 Penalty: 2999.445801
	Iteration 32Q: 3 clusters Score -561317.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -561426.750000 Penalty: 2999.445801
	Iteration 33Q: 3 clusters Score -561426.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -561535.750000 Penalty: 2999.445801
	Iteration 34Q: 3 clusters Score -561535.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -561630.500000 Penalty: 2999.445801
	Iteration 35Q: 3 clusters Score -561630.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -561691.750000 Penalty: 2999.445801
	Iteration 36Q: 3 clusters Score -561691.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -561745.187500 Penalty: 2999.445801
	Iteration 37Q: 3 clusters Score -561745.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -561790.125000 Penalty: 2999.445801
	Iteration 38Q: 3 clusters Score -561790.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -561828.062500 Penalty: 2999.445801
	Iteration 39Q: 3 clusters Score -561828.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -561856.312500 Penalty: 2999.445801
	Iteration 40F: 3 clusters Score -561856.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -561882.062500 Penalty: 2999.445801
	Iteration 41Q: 3 clusters Score -561882.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -561906.875000 Penalty: 2999.445801
	Iteration 42Q: 3 clusters Score -561906.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -561935.250000 Penalty: 2999.445801
	Iteration 43Q: 3 clusters Score -561935.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -561958.625000 Penalty: 2999.445801
	Iteration 44Q: 3 clusters Score -561958.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -561977.687500 Penalty: 2999.445801
	Iteration 45Q: 3 clusters Score -561977.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -561992.687500 Penalty: 2999.445801
	Iteration 46Q: 3 clusters Score -561992.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -562006.625000 Penalty: 2999.445801
	Iteration 47Q: 3 clusters Score -562006.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -562015.875000 Penalty: 2999.445801
	Iteration 48Q: 3 clusters Score -562015.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -562026.250000 Penalty: 2999.445801
	Iteration 49Q: 3 clusters Score -562026.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -562036.125000 Penalty: 2999.445801
	Iteration 50Q: 3 clusters Score -562036.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -562046.125000 Penalty: 2999.445801
	Iteration 51Q: 3 clusters Score -562046.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -562057.625000 Penalty: 2999.445801
	Iteration 52Q: 3 clusters Score -562057.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -562067.812500 Penalty: 2999.445801
	Iteration 53Q: 3 clusters Score -562067.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -562082.625000 Penalty: 2999.445801
	Iteration 54Q: 3 clusters Score -562082.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -562092.937500 Penalty: 2999.445801
	Iteration 55Q: 3 clusters Score -562092.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -562105.000000 Penalty: 2999.445801
	Iteration 56Q: 3 clusters Score -562105 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -562114.375000 Penalty: 2999.445801
	Iteration 57Q: 3 clusters Score -562114.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -562125.000000 Penalty: 2999.445801
	Iteration 58Q: 3 clusters Score -562125 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -562138.750000 Penalty: 2999.445801
	Iteration 59Q: 3 clusters Score -562138.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -562149.812500 Penalty: 2999.445801
	Iteration 60F: 3 clusters Score -562149.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -562160.750000 Penalty: 2999.445801
	Iteration 61Q: 3 clusters Score -562160.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -562173.812500 Penalty: 2999.445801
	Iteration 62Q: 3 clusters Score -562173.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -562184.312500 Penalty: 2999.445801
	Iteration 63Q: 3 clusters Score -562184.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -562195.500000 Penalty: 2999.445801
	Iteration 64Q: 3 clusters Score -562195.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -562207.937500 Penalty: 2999.445801
	Iteration 65Q: 3 clusters Score -562207.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -562217.250000 Penalty: 2999.445801
	Iteration 66Q: 3 clusters Score -562217.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -562226.125000 Penalty: 2999.445801
	Iteration 67Q: 3 clusters Score -562226.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -562231.375000 Penalty: 2999.445801
	Iteration 68Q: 3 clusters Score -562231.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -562235.312500 Penalty: 2999.445801
	Iteration 69Q: 3 clusters Score -562235.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -562238.937500 Penalty: 2999.445801
	Iteration 70Q: 3 clusters Score -562238.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -562242.250000 Penalty: 2999.445801
	Iteration 71Q: 3 clusters Score -562242.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -562249.500000 Penalty: 2999.445801
	Iteration 72Q: 3 clusters Score -562249.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -562255.437500 Penalty: 2999.445801
	Iteration 73Q: 3 clusters Score -562255.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -562261.500000 Penalty: 2999.445801
	Iteration 74Q: 3 clusters Score -562261.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -562266.937500 Penalty: 2999.445801
	Iteration 75Q: 3 clusters Score -562266.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -562274.187500 Penalty: 2999.445801
	Iteration 76Q: 3 clusters Score -562274.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -562281.812500 Penalty: 2999.445801
	Iteration 77Q: 3 clusters Score -562281.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -562287.500000 Penalty: 2999.445801
	Iteration 78Q: 3 clusters Score -562287.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -562294.000000 Penalty: 2999.445801
	Iteration 79Q: 3 clusters Score -562294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -562302.312500 Penalty: 2999.445801
	Iteration 80F: 3 clusters Score -562302.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -562308.250000 Penalty: 2999.445801
	Iteration 81Q: 3 clusters Score -562308.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -562312.250000 Penalty: 2999.445801
	Iteration 82Q: 3 clusters Score -562312.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -562318.375000 Penalty: 2999.445801
	Iteration 83Q: 3 clusters Score -562318.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -562323.000000 Penalty: 2999.445801
	Iteration 84Q: 3 clusters Score -562323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -562325.125000 Penalty: 2999.445801
	Iteration 85Q: 3 clusters Score -562325.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -562325.250000 Penalty: 2999.445801
	Iteration 86Q: 3 clusters Score -562325.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -562326.687500 Penalty: 2999.445801
	Iteration 87Q: 3 clusters Score -562326.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -562326.812500 Penalty: 2999.445801
	Iteration 88Q: 3 clusters Score -562326.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -562327.750000 Penalty: 2999.445801
	Iteration 89Q: 3 clusters Score -562327.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -562328.625000 Penalty: 2999.445801
	Iteration 90Q: 3 clusters Score -562328.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -562328.625000 Penalty: 2999.445801
	Iteration 91F: 3 clusters Score -562328.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Entering Unmasked Estep 
Score: -329858.781250 Penalty: 1424.285645
	Iteration 0F: 2 clusters Score -329858.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -325083.218750 Penalty: 2848.571289
	Iteration 0F: 3 clusters Score -325083.2 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -326404.718750 Penalty: 2848.571289
	Iteration 1F: 3 clusters Score -326404.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -326625.718750 Penalty: 2848.571289
	Iteration 2F: 3 clusters Score -326625.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -326795.531250 Penalty: 2848.571289
	Iteration 3F: 3 clusters Score -326795.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -326948.000000 Penalty: 2848.571289
	Iteration 4Q: 3 clusters Score -326948 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -327096.937500 Penalty: 2848.571289
	Iteration 5Q: 3 clusters Score -327096.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -327250.281250 Penalty: 2848.571289
	Iteration 6Q: 3 clusters Score -327250.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -327391.750000 Penalty: 2848.571289
	Iteration 7Q: 3 clusters Score -327391.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -327549.093750 Penalty: 2848.571289
	Iteration 8Q: 3 clusters Score -327549.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -327718.375000 Penalty: 2848.571289
	Iteration 9Q: 3 clusters Score -327718.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -327887.125000 Penalty: 2848.571289
	Iteration 10Q: 3 clusters Score -327887.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -328038.062500 Penalty: 2848.571289
	Iteration 11Q: 3 clusters Score -328038.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -328204.531250 Penalty: 2848.571289
	Iteration 12Q: 3 clusters Score -328204.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -328343.531250 Penalty: 2848.571289
	Iteration 13Q: 3 clusters Score -328343.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -328455.875000 Penalty: 2848.571289
	Iteration 14Q: 3 clusters Score -328455.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -328548.687500 Penalty: 2848.571289
	Iteration 15Q: 3 clusters Score -328548.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -328615.656250 Penalty: 2848.571289
	Iteration 16Q: 3 clusters Score -328615.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -328669.000000 Penalty: 2848.571289
	Iteration 17Q: 3 clusters Score -328669 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -328703.593750 Penalty: 2848.571289
	Iteration 18Q: 3 clusters Score -328703.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -328724.375000 Penalty: 2848.571289
	Iteration 19Q: 3 clusters Score -328724.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -328740.718750 Penalty: 2848.571289
	Iteration 20F: 3 clusters Score -328740.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -328756.062500 Penalty: 2848.571289
	Iteration 21Q: 3 clusters Score -328756.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -328771.437500 Penalty: 2848.571289
	Iteration 22Q: 3 clusters Score -328771.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -328782.718750 Penalty: 2848.571289
	Iteration 23Q: 3 clusters Score -328782.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -328790.156250 Penalty: 2848.571289
	Iteration 24Q: 3 clusters Score -328790.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -328796.750000 Penalty: 2848.571289
	Iteration 25Q: 3 clusters Score -328796.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -328803.343750 Penalty: 2848.571289
	Iteration 26Q: 3 clusters Score -328803.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -328810.562500 Penalty: 2848.571289
	Iteration 27Q: 3 clusters Score -328810.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -328817.000000 Penalty: 2848.571289
	Iteration 28Q: 3 clusters Score -328817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -328820.968750 Penalty: 2848.571289
	Iteration 29Q: 3 clusters Score -328821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -328823.875000 Penalty: 2848.571289
	Iteration 30Q: 3 clusters Score -328823.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -328830.062500 Penalty: 2848.571289
	Iteration 31Q: 3 clusters Score -328830.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -328833.468750 Penalty: 2848.571289
	Iteration 32Q: 3 clusters Score -328833.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -328836.968750 Penalty: 2848.571289
	Iteration 33Q: 3 clusters Score -328837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -328839.437500 Penalty: 2848.571289
	Iteration 34Q: 3 clusters Score -328839.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -328841.750000 Penalty: 2848.571289
	Iteration 35Q: 3 clusters Score -328841.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -328843.687500 Penalty: 2848.571289
	Iteration 36Q: 3 clusters Score -328843.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -328847.312500 Penalty: 2848.571289
	Iteration 37Q: 3 clusters Score -328847.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -328848.125000 Penalty: 2848.571289
	Iteration 38Q: 3 clusters Score -328848.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -328848.968750 Penalty: 2848.571289
	Iteration 39Q: 3 clusters Score -328849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -328850.875000 Penalty: 2848.571289
	Iteration 40F: 3 clusters Score -328850.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -328851.437500 Penalty: 2848.571289
	Iteration 41Q: 3 clusters Score -328851.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -328854.281250 Penalty: 2848.571289
	Iteration 42Q: 3 clusters Score -328854.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -328856.750000 Penalty: 2848.571289
	Iteration 43Q: 3 clusters Score -328856.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -328858.437500 Penalty: 2848.571289
	Iteration 44Q: 3 clusters Score -328858.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -328858.375000 Penalty: 2848.571289
	Iteration 45Q: 3 clusters Score -328858.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -328858.187500 Penalty: 2848.571289
	Iteration 46Q: 3 clusters Score -328858.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -328858.187500 Penalty: 2848.571289
	Iteration 47F: 3 clusters Score -328858.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Entering Unmasked Estep 
Score: -514533.562500 Penalty: 1487.762451
	Iteration 0F: 2 clusters Score -514533.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -507656.812500 Penalty: 2975.524902
	Iteration 0F: 3 clusters Score -507656.8 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -509851.031250 Penalty: 2975.524902
	Iteration 1F: 3 clusters Score -509851 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -510040.875000 Penalty: 2975.524902
	Iteration 2F: 3 clusters Score -510040.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -510180.406250 Penalty: 2975.524902
	Iteration 3Q: 3 clusters Score -510180.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -510285.343750 Penalty: 2975.524902
	Iteration 4Q: 3 clusters Score -510285.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -510367.531250 Penalty: 2975.524902
	Iteration 5Q: 3 clusters Score -510367.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -510435.968750 Penalty: 2975.524902
	Iteration 6Q: 3 clusters Score -510436 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -510514.062500 Penalty: 2975.524902
	Iteration 7Q: 3 clusters Score -510514.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -510599.562500 Penalty: 2975.524902
	Iteration 8Q: 3 clusters Score -510599.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -510695.343750 Penalty: 2975.524902
	Iteration 9Q: 3 clusters Score -510695.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -510813.125000 Penalty: 2975.524902
	Iteration 10Q: 3 clusters Score -510813.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -510955.281250 Penalty: 2975.524902
	Iteration 11Q: 3 clusters Score -510955.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -511141.156250 Penalty: 2975.524902
	Iteration 12Q: 3 clusters Score -511141.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -511419.656250 Penalty: 2975.524902
	Iteration 13Q: 3 clusters Score -511419.7 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -511749.093750 Penalty: 2975.524902
	Iteration 14Q: 3 clusters Score -511749.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -512028.093750 Penalty: 2975.524902
	Iteration 15Q: 3 clusters Score -512028.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -512209.250000 Penalty: 2975.524902
	Iteration 16Q: 3 clusters Score -512209.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -512327.187500 Penalty: 2975.524902
	Iteration 17Q: 3 clusters Score -512327.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -512397.875000 Penalty: 2975.524902
	Iteration 18Q: 3 clusters Score -512397.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -512444.875000 Penalty: 2975.524902
	Iteration 19Q: 3 clusters Score -512444.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -512488.906250 Penalty: 2975.524902
	Iteration 20F: 3 clusters Score -512488.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -512527.437500 Penalty: 2975.524902
	Iteration 21Q: 3 clusters Score -512527.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -512568.750000 Penalty: 2975.524902
	Iteration 22Q: 3 clusters Score -512568.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -512601.687500 Penalty: 2975.524902
	Iteration 23Q: 3 clusters Score -512601.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -512624.218750 Penalty: 2975.524902
	Iteration 24Q: 3 clusters Score -512624.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -512652.593750 Penalty: 2975.524902
	Iteration 25Q: 3 clusters Score -512652.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -512684.968750 Penalty: 2975.524902
	Iteration 26Q: 3 clusters Score -512685 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -512715.093750 Penalty: 2975.524902
	Iteration 27Q: 3 clusters Score -512715.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -512744.156250 Penalty: 2975.524902
	Iteration 28Q: 3 clusters Score -512744.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -512769.250000 Penalty: 2975.524902
	Iteration 29Q: 3 clusters Score -512769.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -512803.750000 Penalty: 2975.524902
	Iteration 30Q: 3 clusters Score -512803.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -512842.687500 Penalty: 2975.524902
	Iteration 31Q: 3 clusters Score -512842.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -512871.031250 Penalty: 2975.524902
	Iteration 32Q: 3 clusters Score -512871 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -512903.687500 Penalty: 2975.524902
	Iteration 33Q: 3 clusters Score -512903.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -512933.187500 Penalty: 2975.524902
	Iteration 34Q: 3 clusters Score -512933.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -512961.000000 Penalty: 2975.524902
	Iteration 35Q: 3 clusters Score -512961 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -512984.093750 Penalty: 2975.524902
	Iteration 36Q: 3 clusters Score -512984.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -513005.343750 Penalty: 2975.524902
	Iteration 37Q: 3 clusters Score -513005.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -513025.250000 Penalty: 2975.524902
	Iteration 38Q: 3 clusters Score -513025.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -513040.031250 Penalty: 2975.524902
	Iteration 39Q: 3 clusters Score -513040 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -513049.093750 Penalty: 2975.524902
	Iteration 40F: 3 clusters Score -513049.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -513058.687500 Penalty: 2975.524902
	Iteration 41Q: 3 clusters Score -513058.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -513061.468750 Penalty: 2975.524902
	Iteration 42Q: 3 clusters Score -513061.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -513065.156250 Penalty: 2975.524902
	Iteration 43Q: 3 clusters Score -513065.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -513066.593750 Penalty: 2975.524902
	Iteration 44Q: 3 clusters Score -513066.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -513072.375000 Penalty: 2975.524902
	Iteration 45Q: 3 clusters Score -513072.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -513076.312500 Penalty: 2975.524902
	Iteration 46Q: 3 clusters Score -513076.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -513079.437500 Penalty: 2975.524902
	Iteration 47Q: 3 clusters Score -513079.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -513083.125000 Penalty: 2975.524902
	Iteration 48Q: 3 clusters Score -513083.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -513086.281250 Penalty: 2975.524902
	Iteration 49Q: 3 clusters Score -513086.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -513088.687500 Penalty: 2975.524902
	Iteration 50Q: 3 clusters Score -513088.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -513089.281250 Penalty: 2975.524902
	Iteration 51Q: 3 clusters Score -513089.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -513092.812500 Penalty: 2975.524902
	Iteration 52Q: 3 clusters Score -513092.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -513094.000000 Penalty: 2975.524902
	Iteration 53Q: 3 clusters Score -513094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -513096.968750 Penalty: 2975.524902
	Iteration 54Q: 3 clusters Score -513097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -513097.500000 Penalty: 2975.524902
	Iteration 55Q: 3 clusters Score -513097.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -513099.312500 Penalty: 2975.524902
	Iteration 56Q: 3 clusters Score -513099.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -513101.093750 Penalty: 2975.524902
	Iteration 57Q: 3 clusters Score -513101.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -513100.375000 Penalty: 2975.524902
	Iteration 58Q: 3 clusters Score -513100.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -513100.375000 Penalty: 2975.524902
	Iteration 59F: 3 clusters Score -513100.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (300670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300670 members 
Entering Unmasked Estep 
Score: -15244845.000000 Penalty: 2049.737305
	Iteration 0F: 2 clusters Score -1.524484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150501 members 
Mstep: Class 2 contains 150169 members 
Entering Unmasked Estep 
Score: -15041844.000000 Penalty: 4099.474609
	Iteration 0F: 3 clusters Score -1.504184e+07 nChanged 146396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153561 members 
Mstep: Class 2 contains 147109 members 
Entering Unmasked Estep 
Score: -15128186.000000 Penalty: 4099.474609
	Iteration 1F: 3 clusters Score -1.512819e+07 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155758 members 
Mstep: Class 2 contains 144912 members 
Entering Unmasked Estep 
Score: -15129728.000000 Penalty: 4099.474609
	Iteration 2Q: 3 clusters Score -1.512973e+07 nChanged 8159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159475 members 
Mstep: Class 2 contains 141195 members 
Entering Unmasked Estep 
Score: -15131615.000000 Penalty: 4099.474609
	Iteration 3Q: 3 clusters Score -1.513162e+07 nChanged 9459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165402 members 
Mstep: Class 2 contains 135268 members 
Entering Unmasked Estep 
Score: -15134418.000000 Penalty: 4099.474609
	Iteration 4Q: 3 clusters Score -1.513442e+07 nChanged 11989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174659 members 
Mstep: Class 2 contains 126011 members 
Entering Unmasked Estep 
Score: -15139417.000000 Penalty: 4099.474609
	Iteration 5Q: 3 clusters Score -1.513942e+07 nChanged 15537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188180 members 
Mstep: Class 2 contains 112490 members 
Entering Unmasked Estep 
Score: -15147979.000000 Penalty: 4099.474609
	Iteration 6F: 3 clusters Score -1.514798e+07 nChanged 19542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206124 members 
Mstep: Class 2 contains 94546 members 
Entering Unmasked Estep 
Score: -15161976.000000 Penalty: 4099.474609
	Iteration 7F: 3 clusters Score -1.516198e+07 nChanged 22253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227005 members 
Mstep: Class 2 contains 73665 members 
Entering Unmasked Estep 
Score: -15180005.000000 Penalty: 4099.474609
	Iteration 8F: 3 clusters Score -1.518e+07 nChanged 21121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247182 members 
Mstep: Class 2 contains 53488 members 
Entering Unmasked Estep 
Score: -15198110.000000 Penalty: 4099.474609
	Iteration 9F: 3 clusters Score -1.519811e+07 nChanged 16892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263538 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -15212428.000000 Penalty: 4099.474609
	Iteration 10F: 3 clusters Score -1.521243e+07 nChanged 12553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275857 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -15223074.000000 Penalty: 4099.474609
	Iteration 11Q: 3 clusters Score -1.522307e+07 nChanged 9039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284872 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -15230603.000000 Penalty: 4099.474609
	Iteration 12Q: 3 clusters Score -1.52306e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291237 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -15235760.000000 Penalty: 4099.474609
	Iteration 13Q: 3 clusters Score -1.523576e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295446 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -15239196.000000 Penalty: 4099.474609
	Iteration 14Q: 3 clusters Score -1.52392e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297929 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -15241119.000000 Penalty: 4099.474609
	Iteration 15Q: 3 clusters Score -1.524112e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299221 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -15242075.000000 Penalty: 4099.474609
	Iteration 16Q: 3 clusters Score -1.524208e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299791 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -15242532.000000 Penalty: 4099.474609
	Iteration 17Q: 3 clusters Score -1.524253e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300070 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -15242725.000000 Penalty: 4099.474609
	Iteration 18Q: 3 clusters Score -1.524272e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300202 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -15242830.000000 Penalty: 4099.474609
	Iteration 19Q: 3 clusters Score -1.524283e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300281 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -15242914.000000 Penalty: 4099.474609
	Iteration 20F: 3 clusters Score -1.524291e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300320 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -15242963.000000 Penalty: 4099.474609
	Iteration 21Q: 3 clusters Score -1.524296e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300346 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -15243016.000000 Penalty: 4099.474609
	Iteration 22Q: 3 clusters Score -1.524302e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300363 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -15243014.000000 Penalty: 4099.474609
	Iteration 23Q: 3 clusters Score -1.524301e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300369 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -15243046.000000 Penalty: 4099.474609
	Iteration 24Q: 3 clusters Score -1.524305e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300373 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -15243050.000000 Penalty: 4099.474609
	Iteration 25Q: 3 clusters Score -1.524305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300378 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -15243046.000000 Penalty: 4099.474609
	Iteration 26Q: 3 clusters Score -1.524305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300378 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -15243048.000000 Penalty: 4099.474609
	Iteration 27Q: 3 clusters Score -1.524305e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300378 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -15243048.000000 Penalty: 4099.474609
	Iteration 28F: 3 clusters Score -1.524305e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Entering Unmasked Estep 
Score: -154556.234375 Penalty: 1305.574829
	Iteration 0F: 2 clusters Score -154556.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -151789.593750 Penalty: 2611.149658
	Iteration 0F: 3 clusters Score -151789.6 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -152492.781250 Penalty: 2611.149658
	Iteration 1F: 3 clusters Score -152492.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -152620.265625 Penalty: 2611.149658
	Iteration 2F: 3 clusters Score -152620.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -152699.093750 Penalty: 2611.149658
	Iteration 3Q: 3 clusters Score -152699.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -152771.437500 Penalty: 2611.149658
	Iteration 4Q: 3 clusters Score -152771.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -152826.687500 Penalty: 2611.149658
	Iteration 5Q: 3 clusters Score -152826.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -152866.953125 Penalty: 2611.149658
	Iteration 6Q: 3 clusters Score -152867 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -152905.718750 Penalty: 2611.149658
	Iteration 7Q: 3 clusters Score -152905.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -152941.140625 Penalty: 2611.149658
	Iteration 8Q: 3 clusters Score -152941.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -152982.843750 Penalty: 2611.149658
	Iteration 9Q: 3 clusters Score -152982.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -153017.828125 Penalty: 2611.149658
	Iteration 10Q: 3 clusters Score -153017.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -153050.187500 Penalty: 2611.149658
	Iteration 11Q: 3 clusters Score -153050.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -153086.265625 Penalty: 2611.149658
	Iteration 12Q: 3 clusters Score -153086.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -153117.390625 Penalty: 2611.149658
	Iteration 13Q: 3 clusters Score -153117.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -153153.281250 Penalty: 2611.149658
	Iteration 14Q: 3 clusters Score -153153.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -153191.187500 Penalty: 2611.149658
	Iteration 15Q: 3 clusters Score -153191.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -153220.734375 Penalty: 2611.149658
	Iteration 16Q: 3 clusters Score -153220.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -153247.593750 Penalty: 2611.149658
	Iteration 17Q: 3 clusters Score -153247.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -153277.656250 Penalty: 2611.149658
	Iteration 18Q: 3 clusters Score -153277.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -153306.890625 Penalty: 2611.149658
	Iteration 19Q: 3 clusters Score -153306.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -153330.062500 Penalty: 2611.149658
	Iteration 20F: 3 clusters Score -153330.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -153347.187500 Penalty: 2611.149658
	Iteration 21Q: 3 clusters Score -153347.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -153360.203125 Penalty: 2611.149658
	Iteration 22Q: 3 clusters Score -153360.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -153371.812500 Penalty: 2611.149658
	Iteration 23Q: 3 clusters Score -153371.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -153380.437500 Penalty: 2611.149658
	Iteration 24Q: 3 clusters Score -153380.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -153390.234375 Penalty: 2611.149658
	Iteration 25Q: 3 clusters Score -153390.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -153401.937500 Penalty: 2611.149658
	Iteration 26Q: 3 clusters Score -153401.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -153410.781250 Penalty: 2611.149658
	Iteration 27Q: 3 clusters Score -153410.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -153415.078125 Penalty: 2611.149658
	Iteration 28Q: 3 clusters Score -153415.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -153418.968750 Penalty: 2611.149658
	Iteration 29Q: 3 clusters Score -153419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -153421.156250 Penalty: 2611.149658
	Iteration 30Q: 3 clusters Score -153421.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -153421.687500 Penalty: 2611.149658
	Iteration 31Q: 3 clusters Score -153421.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -153422.406250 Penalty: 2611.149658
	Iteration 32Q: 3 clusters Score -153422.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -153422.453125 Penalty: 2611.149658
	Iteration 33Q: 3 clusters Score -153422.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -153422.453125 Penalty: 2611.149658
	Iteration 34F: 3 clusters Score -153422.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Entering Unmasked Estep 
Score: -105897.078125 Penalty: 1236.924438
	Iteration 0F: 2 clusters Score -105897.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -103813.976562 Penalty: 2473.848877
	Iteration 0F: 3 clusters Score -103814 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -104250.460938 Penalty: 2473.848877
	Iteration 1F: 3 clusters Score -104250.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -104359.648438 Penalty: 2473.848877
	Iteration 2F: 3 clusters Score -104359.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -104422.976562 Penalty: 2473.848877
	Iteration 3F: 3 clusters Score -104423 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -104476.492188 Penalty: 2473.848877
	Iteration 4Q: 3 clusters Score -104476.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -104536.531250 Penalty: 2473.848877
	Iteration 5Q: 3 clusters Score -104536.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -104589.312500 Penalty: 2473.848877
	Iteration 6Q: 3 clusters Score -104589.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -104629.835938 Penalty: 2473.848877
	Iteration 7Q: 3 clusters Score -104629.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -104661.945312 Penalty: 2473.848877
	Iteration 8Q: 3 clusters Score -104661.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -104690.546875 Penalty: 2473.848877
	Iteration 9Q: 3 clusters Score -104690.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -104729.906250 Penalty: 2473.848877
	Iteration 10Q: 3 clusters Score -104729.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -104770.179688 Penalty: 2473.848877
	Iteration 11Q: 3 clusters Score -104770.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -104802.851562 Penalty: 2473.848877
	Iteration 12Q: 3 clusters Score -104802.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -104830.960938 Penalty: 2473.848877
	Iteration 13Q: 3 clusters Score -104831 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -104850.781250 Penalty: 2473.848877
	Iteration 14Q: 3 clusters Score -104850.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -104871.117188 Penalty: 2473.848877
	Iteration 15Q: 3 clusters Score -104871.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -104895.031250 Penalty: 2473.848877
	Iteration 16Q: 3 clusters Score -104895 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -104914.203125 Penalty: 2473.848877
	Iteration 17Q: 3 clusters Score -104914.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -104935.609375 Penalty: 2473.848877
	Iteration 18Q: 3 clusters Score -104935.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -104960.539062 Penalty: 2473.848877
	Iteration 19Q: 3 clusters Score -104960.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -104981.734375 Penalty: 2473.848877
	Iteration 20F: 3 clusters Score -104981.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -104998.125000 Penalty: 2473.848877
	Iteration 21Q: 3 clusters Score -104998.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -105006.632812 Penalty: 2473.848877
	Iteration 22Q: 3 clusters Score -105006.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -105016.210938 Penalty: 2473.848877
	Iteration 23Q: 3 clusters Score -105016.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -105027.992188 Penalty: 2473.848877
	Iteration 24Q: 3 clusters Score -105028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -105039.375000 Penalty: 2473.848877
	Iteration 25Q: 3 clusters Score -105039.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -105045.281250 Penalty: 2473.848877
	Iteration 26Q: 3 clusters Score -105045.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -105047.007812 Penalty: 2473.848877
	Iteration 27Q: 3 clusters Score -105047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -105048.664062 Penalty: 2473.848877
	Iteration 28Q: 3 clusters Score -105048.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -105049.796875 Penalty: 2473.848877
	Iteration 29Q: 3 clusters Score -105049.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -105052.531250 Penalty: 2473.848877
	Iteration 30Q: 3 clusters Score -105052.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -105054.312500 Penalty: 2473.848877
	Iteration 31Q: 3 clusters Score -105054.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -105057.265625 Penalty: 2473.848877
	Iteration 32Q: 3 clusters Score -105057.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -105057.585938 Penalty: 2473.848877
	Iteration 33Q: 3 clusters Score -105057.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -105057.585938 Penalty: 2473.848877
	Iteration 34F: 3 clusters Score -105057.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Entering Unmasked Estep 
Score: -276628.656250 Penalty: 1382.082031
	Iteration 0F: 2 clusters Score -276628.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -272644.781250 Penalty: 2764.164062
	Iteration 0F: 3 clusters Score -272644.8 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -273751.062500 Penalty: 2764.164062
	Iteration 1F: 3 clusters Score -273751.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -273916.218750 Penalty: 2764.164062
	Iteration 2F: 3 clusters Score -273916.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -274032.468750 Penalty: 2764.164062
	Iteration 3Q: 3 clusters Score -274032.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -274137.718750 Penalty: 2764.164062
	Iteration 4Q: 3 clusters Score -274137.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -274225.281250 Penalty: 2764.164062
	Iteration 5Q: 3 clusters Score -274225.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -274284.406250 Penalty: 2764.164062
	Iteration 6Q: 3 clusters Score -274284.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -274335.843750 Penalty: 2764.164062
	Iteration 7Q: 3 clusters Score -274335.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -274382.937500 Penalty: 2764.164062
	Iteration 8Q: 3 clusters Score -274382.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -274422.468750 Penalty: 2764.164062
	Iteration 9Q: 3 clusters Score -274422.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -274460.406250 Penalty: 2764.164062
	Iteration 10Q: 3 clusters Score -274460.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -274512.500000 Penalty: 2764.164062
	Iteration 11Q: 3 clusters Score -274512.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -274569.187500 Penalty: 2764.164062
	Iteration 12Q: 3 clusters Score -274569.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -274618.000000 Penalty: 2764.164062
	Iteration 13Q: 3 clusters Score -274618 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -274682.031250 Penalty: 2764.164062
	Iteration 14Q: 3 clusters Score -274682 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -274741.531250 Penalty: 2764.164062
	Iteration 15Q: 3 clusters Score -274741.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -274799.781250 Penalty: 2764.164062
	Iteration 16Q: 3 clusters Score -274799.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -274853.187500 Penalty: 2764.164062
	Iteration 17Q: 3 clusters Score -274853.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -274891.000000 Penalty: 2764.164062
	Iteration 18Q: 3 clusters Score -274891 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -274931.062500 Penalty: 2764.164062
	Iteration 19Q: 3 clusters Score -274931.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -274969.937500 Penalty: 2764.164062
	Iteration 20F: 3 clusters Score -274969.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -275006.093750 Penalty: 2764.164062
	Iteration 21Q: 3 clusters Score -275006.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -275037.406250 Penalty: 2764.164062
	Iteration 22Q: 3 clusters Score -275037.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -275063.687500 Penalty: 2764.164062
	Iteration 23Q: 3 clusters Score -275063.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -275082.312500 Penalty: 2764.164062
	Iteration 24Q: 3 clusters Score -275082.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -275094.562500 Penalty: 2764.164062
	Iteration 25Q: 3 clusters Score -275094.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -275112.062500 Penalty: 2764.164062
	Iteration 26Q: 3 clusters Score -275112.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -275133.906250 Penalty: 2764.164062
	Iteration 27Q: 3 clusters Score -275133.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -275153.875000 Penalty: 2764.164062
	Iteration 28Q: 3 clusters Score -275153.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -275168.968750 Penalty: 2764.164062
	Iteration 29Q: 3 clusters Score -275169 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -275185.375000 Penalty: 2764.164062
	Iteration 30Q: 3 clusters Score -275185.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -275201.968750 Penalty: 2764.164062
	Iteration 31Q: 3 clusters Score -275202 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -275222.718750 Penalty: 2764.164062
	Iteration 32Q: 3 clusters Score -275222.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -275239.750000 Penalty: 2764.164062
	Iteration 33Q: 3 clusters Score -275239.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -275259.718750 Penalty: 2764.164062
	Iteration 34Q: 3 clusters Score -275259.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -275276.531250 Penalty: 2764.164062
	Iteration 35Q: 3 clusters Score -275276.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -275291.687500 Penalty: 2764.164062
	Iteration 36Q: 3 clusters Score -275291.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -275304.593750 Penalty: 2764.164062
	Iteration 37Q: 3 clusters Score -275304.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -275319.937500 Penalty: 2764.164062
	Iteration 38Q: 3 clusters Score -275319.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -275331.000000 Penalty: 2764.164062
	Iteration 39Q: 3 clusters Score -275331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -275338.156250 Penalty: 2764.164062
	Iteration 40F: 3 clusters Score -275338.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -275340.968750 Penalty: 2764.164062
	Iteration 41Q: 3 clusters Score -275341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -275342.875000 Penalty: 2764.164062
	Iteration 42Q: 3 clusters Score -275342.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -275345.750000 Penalty: 2764.164062
	Iteration 43Q: 3 clusters Score -275345.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -275352.531250 Penalty: 2764.164062
	Iteration 44Q: 3 clusters Score -275352.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -275360.312500 Penalty: 2764.164062
	Iteration 45Q: 3 clusters Score -275360.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -275368.218750 Penalty: 2764.164062
	Iteration 46Q: 3 clusters Score -275368.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -275378.156250 Penalty: 2764.164062
	Iteration 47Q: 3 clusters Score -275378.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -275385.843750 Penalty: 2764.164062
	Iteration 48Q: 3 clusters Score -275385.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -275393.625000 Penalty: 2764.164062
	Iteration 49Q: 3 clusters Score -275393.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -275401.656250 Penalty: 2764.164062
	Iteration 50Q: 3 clusters Score -275401.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -275407.656250 Penalty: 2764.164062
	Iteration 51Q: 3 clusters Score -275407.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -275416.187500 Penalty: 2764.164062
	Iteration 52Q: 3 clusters Score -275416.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -275423.031250 Penalty: 2764.164062
	Iteration 53Q: 3 clusters Score -275423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -275429.093750 Penalty: 2764.164062
	Iteration 54Q: 3 clusters Score -275429.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -275432.406250 Penalty: 2764.164062
	Iteration 55Q: 3 clusters Score -275432.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -275436.625000 Penalty: 2764.164062
	Iteration 56Q: 3 clusters Score -275436.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -275440.406250 Penalty: 2764.164062
	Iteration 57Q: 3 clusters Score -275440.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -275441.187500 Penalty: 2764.164062
	Iteration 58Q: 3 clusters Score -275441.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -275441.437500 Penalty: 2764.164062
	Iteration 59Q: 3 clusters Score -275441.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -275441.781250 Penalty: 2764.164062
	Iteration 60F: 3 clusters Score -275441.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -275441.750000 Penalty: 2764.164062
	Iteration 61Q: 3 clusters Score -275441.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -275441.750000 Penalty: 2764.164062
	Iteration 62F: 3 clusters Score -275441.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Entering Unmasked Estep 
Score: -173405.156250 Penalty: 1310.094116
	Iteration 0F: 2 clusters Score -173405.2 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 1597 members 
Entering Unmasked Estep 
Score: -170570.937500 Penalty: 2620.188232
	Iteration 0F: 3 clusters Score -170570.9 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -171224.921875 Penalty: 2620.188232
	Iteration 1F: 3 clusters Score -171224.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -171377.921875 Penalty: 2620.188232
	Iteration 2F: 3 clusters Score -171377.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -171479.968750 Penalty: 2620.188232
	Iteration 3F: 3 clusters Score -171480 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -171551.515625 Penalty: 2620.188232
	Iteration 4Q: 3 clusters Score -171551.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -171599.562500 Penalty: 2620.188232
	Iteration 5Q: 3 clusters Score -171599.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -171638.500000 Penalty: 2620.188232
	Iteration 6Q: 3 clusters Score -171638.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -171674.187500 Penalty: 2620.188232
	Iteration 7Q: 3 clusters Score -171674.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -171700.687500 Penalty: 2620.188232
	Iteration 8Q: 3 clusters Score -171700.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -171727.375000 Penalty: 2620.188232
	Iteration 9Q: 3 clusters Score -171727.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -171744.296875 Penalty: 2620.188232
	Iteration 10Q: 3 clusters Score -171744.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -171755.125000 Penalty: 2620.188232
	Iteration 11Q: 3 clusters Score -171755.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -171765.453125 Penalty: 2620.188232
	Iteration 12Q: 3 clusters Score -171765.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -171774.609375 Penalty: 2620.188232
	Iteration 13Q: 3 clusters Score -171774.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -171782.921875 Penalty: 2620.188232
	Iteration 14Q: 3 clusters Score -171782.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -171792.421875 Penalty: 2620.188232
	Iteration 15Q: 3 clusters Score -171792.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -171803.031250 Penalty: 2620.188232
	Iteration 16Q: 3 clusters Score -171803 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -171816.453125 Penalty: 2620.188232
	Iteration 17Q: 3 clusters Score -171816.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -171828.375000 Penalty: 2620.188232
	Iteration 18Q: 3 clusters Score -171828.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -171838.593750 Penalty: 2620.188232
	Iteration 19Q: 3 clusters Score -171838.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -171853.562500 Penalty: 2620.188232
	Iteration 20F: 3 clusters Score -171853.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -171864.171875 Penalty: 2620.188232
	Iteration 21Q: 3 clusters Score -171864.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -171872.203125 Penalty: 2620.188232
	Iteration 22Q: 3 clusters Score -171872.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -171878.406250 Penalty: 2620.188232
	Iteration 23Q: 3 clusters Score -171878.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -171884.359375 Penalty: 2620.188232
	Iteration 24Q: 3 clusters Score -171884.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -171889.234375 Penalty: 2620.188232
	Iteration 25Q: 3 clusters Score -171889.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -171895.796875 Penalty: 2620.188232
	Iteration 26Q: 3 clusters Score -171895.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -171900.218750 Penalty: 2620.188232
	Iteration 27Q: 3 clusters Score -171900.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -171905.328125 Penalty: 2620.188232
	Iteration 28Q: 3 clusters Score -171905.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -171910.328125 Penalty: 2620.188232
	Iteration 29Q: 3 clusters Score -171910.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -171915.062500 Penalty: 2620.188232
	Iteration 30Q: 3 clusters Score -171915.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -171918.140625 Penalty: 2620.188232
	Iteration 31Q: 3 clusters Score -171918.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -171921.015625 Penalty: 2620.188232
	Iteration 32Q: 3 clusters Score -171921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -171924.875000 Penalty: 2620.188232
	Iteration 33Q: 3 clusters Score -171924.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -171927.593750 Penalty: 2620.188232
	Iteration 34Q: 3 clusters Score -171927.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -171927.546875 Penalty: 2620.188232
	Iteration 35Q: 3 clusters Score -171927.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -171928.515625 Penalty: 2620.188232
	Iteration 36Q: 3 clusters Score -171928.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -171929.359375 Penalty: 2620.188232
	Iteration 37Q: 3 clusters Score -171929.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -171930.578125 Penalty: 2620.188232
	Iteration 38Q: 3 clusters Score -171930.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -171931.187500 Penalty: 2620.188232
	Iteration 39Q: 3 clusters Score -171931.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -171932.218750 Penalty: 2620.188232
	Iteration 40F: 3 clusters Score -171932.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -171933.453125 Penalty: 2620.188232
	Iteration 41Q: 3 clusters Score -171933.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -171934.390625 Penalty: 2620.188232
	Iteration 42Q: 3 clusters Score -171934.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -171934.984375 Penalty: 2620.188232
	Iteration 43Q: 3 clusters Score -171935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -171934.984375 Penalty: 2620.188232
	Iteration 44F: 3 clusters Score -171935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Entering Unmasked Estep 
Score: -94631.726562 Penalty: 1215.752808
	Iteration 0F: 2 clusters Score -94631.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -92677.992188 Penalty: 2431.505615
	Iteration 0F: 3 clusters Score -92677.99 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -93044.031250 Penalty: 2431.505615
	Iteration 1F: 3 clusters Score -93044.03 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -93122.039062 Penalty: 2431.505615
	Iteration 2F: 3 clusters Score -93122.04 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -93165.187500 Penalty: 2431.505615
	Iteration 3Q: 3 clusters Score -93165.19 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -93194.421875 Penalty: 2431.505615
	Iteration 4Q: 3 clusters Score -93194.42 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -93210.203125 Penalty: 2431.505615
	Iteration 5Q: 3 clusters Score -93210.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -93220.218750 Penalty: 2431.505615
	Iteration 6Q: 3 clusters Score -93220.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -93232.046875 Penalty: 2431.505615
	Iteration 7Q: 3 clusters Score -93232.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -93241.562500 Penalty: 2431.505615
	Iteration 8Q: 3 clusters Score -93241.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -93248.554688 Penalty: 2431.505615
	Iteration 9Q: 3 clusters Score -93248.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -93251.007812 Penalty: 2431.505615
	Iteration 10Q: 3 clusters Score -93251.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -93253.039062 Penalty: 2431.505615
	Iteration 11Q: 3 clusters Score -93253.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -93254.914062 Penalty: 2431.505615
	Iteration 12Q: 3 clusters Score -93254.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -93256.812500 Penalty: 2431.505615
	Iteration 13Q: 3 clusters Score -93256.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -93257.593750 Penalty: 2431.505615
	Iteration 14Q: 3 clusters Score -93257.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -93258.937500 Penalty: 2431.505615
	Iteration 15Q: 3 clusters Score -93258.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -93259.851562 Penalty: 2431.505615
	Iteration 16Q: 3 clusters Score -93259.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -93260.234375 Penalty: 2431.505615
	Iteration 17Q: 3 clusters Score -93260.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -93260.234375 Penalty: 2431.505615
	Iteration 18F: 3 clusters Score -93260.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (41483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Entering Unmasked Estep 
Score: -2238128.500000 Penalty: 1727.868774
	Iteration 0F: 2 clusters Score -2238128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -2210049.750000 Penalty: 3455.737549
	Iteration 0F: 3 clusters Score -2210050 nChanged 19468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -2221141.750000 Penalty: 3455.737549
	Iteration 1F: 3 clusters Score -2221142 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -2221823.500000 Penalty: 3455.737549
	Iteration 2Q: 3 clusters Score -2221824 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -2223029.000000 Penalty: 3455.737549
	Iteration 3F: 3 clusters Score -2223029 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -2225017.500000 Penalty: 3455.737549
	Iteration 4F: 3 clusters Score -2225018 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -2227833.500000 Penalty: 3455.737549
	Iteration 5F: 3 clusters Score -2227834 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -2231243.750000 Penalty: 3455.737549
	Iteration 6F: 3 clusters Score -2231244 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -2233940.500000 Penalty: 3455.737549
	Iteration 7F: 3 clusters Score -2233940 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -2235338.000000 Penalty: 3455.737549
	Iteration 8Q: 3 clusters Score -2235338 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -2235949.250000 Penalty: 3455.737549
	Iteration 9Q: 3 clusters Score -2235949 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -2236232.500000 Penalty: 3455.737549
	Iteration 10Q: 3 clusters Score -2236232 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -2236410.250000 Penalty: 3455.737549
	Iteration 11Q: 3 clusters Score -2236410 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -2236501.500000 Penalty: 3455.737549
	Iteration 12Q: 3 clusters Score -2236502 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -2236571.250000 Penalty: 3455.737549
	Iteration 13Q: 3 clusters Score -2236571 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -2236627.750000 Penalty: 3455.737549
	Iteration 14Q: 3 clusters Score -2236628 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -2236668.000000 Penalty: 3455.737549
	Iteration 15Q: 3 clusters Score -2236668 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -2236692.000000 Penalty: 3455.737549
	Iteration 16Q: 3 clusters Score -2236692 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -2236709.500000 Penalty: 3455.737549
	Iteration 17Q: 3 clusters Score -2236710 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -2236726.000000 Penalty: 3455.737549
	Iteration 18Q: 3 clusters Score -2236726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -2236731.750000 Penalty: 3455.737549
	Iteration 19Q: 3 clusters Score -2236732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -2236742.250000 Penalty: 3455.737549
	Iteration 20F: 3 clusters Score -2236742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -2236748.250000 Penalty: 3455.737549
	Iteration 21Q: 3 clusters Score -2236748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -2236750.500000 Penalty: 3455.737549
	Iteration 22Q: 3 clusters Score -2236750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -2236755.250000 Penalty: 3455.737549
	Iteration 23Q: 3 clusters Score -2236755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -2236760.000000 Penalty: 3455.737549
	Iteration 24Q: 3 clusters Score -2236760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -2236763.250000 Penalty: 3455.737549
	Iteration 25Q: 3 clusters Score -2236763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -2236772.000000 Penalty: 3455.737549
	Iteration 26Q: 3 clusters Score -2236772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -2236773.250000 Penalty: 3455.737549
	Iteration 27Q: 3 clusters Score -2236773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -2236780.750000 Penalty: 3455.737549
	Iteration 28Q: 3 clusters Score -2236781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
Score: -2236785.000000 Penalty: 3455.737549
	Iteration 29Q: 3 clusters Score -2236785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 40686 members 
Entering Unmasked Estep 
Score: -2236785.750000 Penalty: 3455.737549
	Iteration 30Q: 3 clusters Score -2236786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 40686 members 
Entering Unmasked Estep 
Score: -2236784.000000 Penalty: 3455.737549
	Iteration 31Q: 3 clusters Score -2236784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -2236785.750000 Penalty: 3455.737549
	Iteration 32Q: 3 clusters Score -2236786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -2236789.000000 Penalty: 3455.737549
	Iteration 33Q: 3 clusters Score -2236789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
Score: -2236792.750000 Penalty: 3455.737549
	Iteration 34Q: 3 clusters Score -2236793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -2236793.000000 Penalty: 3455.737549
	Iteration 35Q: 3 clusters Score -2236793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -2236795.000000 Penalty: 3455.737549
	Iteration 36Q: 3 clusters Score -2236795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -2236794.000000 Penalty: 3455.737549
	Iteration 37Q: 3 clusters Score -2236794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 40675 members 
Entering Unmasked Estep 
Score: -2236792.500000 Penalty: 3455.737549
	Iteration 38Q: 3 clusters Score -2236792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 40675 members 
Entering Unmasked Estep 
Score: -2236792.500000 Penalty: 3455.737549
	Iteration 39F: 3 clusters Score -2236792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Entering Unmasked Estep 
Score: -91015.171875 Penalty: 1229.525513
	Iteration 0F: 2 clusters Score -91015.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -88920.742188 Penalty: 2459.051025
	Iteration 0F: 3 clusters Score -88920.74 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -89366.523438 Penalty: 2459.051025
	Iteration 1F: 3 clusters Score -89366.52 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -89493.335938 Penalty: 2459.051025
	Iteration 2F: 3 clusters Score -89493.34 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -89576.750000 Penalty: 2459.051025
	Iteration 3F: 3 clusters Score -89576.75 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -89627.476562 Penalty: 2459.051025
	Iteration 4Q: 3 clusters Score -89627.48 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -89661.359375 Penalty: 2459.051025
	Iteration 5Q: 3 clusters Score -89661.36 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -89689.960938 Penalty: 2459.051025
	Iteration 6Q: 3 clusters Score -89689.96 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -89713.390625 Penalty: 2459.051025
	Iteration 7Q: 3 clusters Score -89713.39 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -89732.406250 Penalty: 2459.051025
	Iteration 8Q: 3 clusters Score -89732.41 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -89752.984375 Penalty: 2459.051025
	Iteration 9Q: 3 clusters Score -89752.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -89774.476562 Penalty: 2459.051025
	Iteration 10Q: 3 clusters Score -89774.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -89800.492188 Penalty: 2459.051025
	Iteration 11Q: 3 clusters Score -89800.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -89818.406250 Penalty: 2459.051025
	Iteration 12Q: 3 clusters Score -89818.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -89832.664062 Penalty: 2459.051025
	Iteration 13Q: 3 clusters Score -89832.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -89842.242188 Penalty: 2459.051025
	Iteration 14Q: 3 clusters Score -89842.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -89851.171875 Penalty: 2459.051025
	Iteration 15Q: 3 clusters Score -89851.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -89858.460938 Penalty: 2459.051025
	Iteration 16Q: 3 clusters Score -89858.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -89864.109375 Penalty: 2459.051025
	Iteration 17Q: 3 clusters Score -89864.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -89870.570312 Penalty: 2459.051025
	Iteration 18Q: 3 clusters Score -89870.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -89877.406250 Penalty: 2459.051025
	Iteration 19Q: 3 clusters Score -89877.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -89882.812500 Penalty: 2459.051025
	Iteration 20F: 3 clusters Score -89882.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -89886.234375 Penalty: 2459.051025
	Iteration 21Q: 3 clusters Score -89886.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -89889.609375 Penalty: 2459.051025
	Iteration 22Q: 3 clusters Score -89889.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -89893.335938 Penalty: 2459.051025
	Iteration 23Q: 3 clusters Score -89893.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -89895.445312 Penalty: 2459.051025
	Iteration 24Q: 3 clusters Score -89895.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -89896.828125 Penalty: 2459.051025
	Iteration 25Q: 3 clusters Score -89896.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -89899.140625 Penalty: 2459.051025
	Iteration 26Q: 3 clusters Score -89899.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -89901.054688 Penalty: 2459.051025
	Iteration 27Q: 3 clusters Score -89901.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -89903.328125 Penalty: 2459.051025
	Iteration 28Q: 3 clusters Score -89903.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -89906.296875 Penalty: 2459.051025
	Iteration 29Q: 3 clusters Score -89906.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -89910.078125 Penalty: 2459.051025
	Iteration 30Q: 3 clusters Score -89910.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -89915.218750 Penalty: 2459.051025
	Iteration 31Q: 3 clusters Score -89915.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -89918.859375 Penalty: 2459.051025
	Iteration 32Q: 3 clusters Score -89918.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -89920.859375 Penalty: 2459.051025
	Iteration 33Q: 3 clusters Score -89920.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -89925.335938 Penalty: 2459.051025
	Iteration 34Q: 3 clusters Score -89925.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -89929.921875 Penalty: 2459.051025
	Iteration 35Q: 3 clusters Score -89929.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -89935.109375 Penalty: 2459.051025
	Iteration 36Q: 3 clusters Score -89935.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -89940.554688 Penalty: 2459.051025
	Iteration 37Q: 3 clusters Score -89940.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -89948.726562 Penalty: 2459.051025
	Iteration 38Q: 3 clusters Score -89948.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -89960.273438 Penalty: 2459.051025
	Iteration 39Q: 3 clusters Score -89960.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -89985.179688 Penalty: 2459.051025
	Iteration 40F: 3 clusters Score -89985.18 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -90010.875000 Penalty: 2459.051025
	Iteration 41Q: 3 clusters Score -90010.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -90040.296875 Penalty: 2459.051025
	Iteration 42Q: 3 clusters Score -90040.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -90062.523438 Penalty: 2459.051025
	Iteration 43Q: 3 clusters Score -90062.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -90086.718750 Penalty: 2459.051025
	Iteration 44Q: 3 clusters Score -90086.72 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -90119.070312 Penalty: 2459.051025
	Iteration 45Q: 3 clusters Score -90119.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -90146.593750 Penalty: 2459.051025
	Iteration 46Q: 3 clusters Score -90146.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -90170.148438 Penalty: 2459.051025
	Iteration 47Q: 3 clusters Score -90170.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -90187.546875 Penalty: 2459.051025
	Iteration 48Q: 3 clusters Score -90187.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -90201.171875 Penalty: 2459.051025
	Iteration 49Q: 3 clusters Score -90201.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -90208.398438 Penalty: 2459.051025
	Iteration 50Q: 3 clusters Score -90208.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -90211.703125 Penalty: 2459.051025
	Iteration 51Q: 3 clusters Score -90211.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -90215.906250 Penalty: 2459.051025
	Iteration 52Q: 3 clusters Score -90215.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -90219.703125 Penalty: 2459.051025
	Iteration 53Q: 3 clusters Score -90219.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -90221.203125 Penalty: 2459.051025
	Iteration 54Q: 3 clusters Score -90221.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -90221.484375 Penalty: 2459.051025
	Iteration 55Q: 3 clusters Score -90221.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -90222.156250 Penalty: 2459.051025
	Iteration 56Q: 3 clusters Score -90222.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -90222.421875 Penalty: 2459.051025
	Iteration 57Q: 3 clusters Score -90222.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -90223.406250 Penalty: 2459.051025
	Iteration 58Q: 3 clusters Score -90223.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -90224.250000 Penalty: 2459.051025
	Iteration 59Q: 3 clusters Score -90224.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -90227.203125 Penalty: 2459.051025
	Iteration 60F: 3 clusters Score -90227.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -90229.531250 Penalty: 2459.051025
	Iteration 61Q: 3 clusters Score -90229.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -90232.281250 Penalty: 2459.051025
	Iteration 62Q: 3 clusters Score -90232.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -90233.851562 Penalty: 2459.051025
	Iteration 63Q: 3 clusters Score -90233.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -90236.687500 Penalty: 2459.051025
	Iteration 64Q: 3 clusters Score -90236.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -90237.007812 Penalty: 2459.051025
	Iteration 65Q: 3 clusters Score -90237.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -90237.007812 Penalty: 2459.051025
	Iteration 66F: 3 clusters Score -90237.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Entering Unmasked Estep 
Score: -715644.125000 Penalty: 1545.711914
	Iteration 0F: 2 clusters Score -715644.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -706180.812500 Penalty: 3091.423828
	Iteration 0F: 3 clusters Score -706180.8 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -709322.375000 Penalty: 3091.423828
	Iteration 1F: 3 clusters Score -709322.4 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -709535.187500 Penalty: 3091.423828
	Iteration 2Q: 3 clusters Score -709535.2 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -709723.562500 Penalty: 3091.423828
	Iteration 3Q: 3 clusters Score -709723.6 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -709914.312500 Penalty: 3091.423828
	Iteration 4Q: 3 clusters Score -709914.3 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -710128.562500 Penalty: 3091.423828
	Iteration 5Q: 3 clusters Score -710128.6 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -710391.562500 Penalty: 3091.423828
	Iteration 6Q: 3 clusters Score -710391.6 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -710785.125000 Penalty: 3091.423828
	Iteration 7F: 3 clusters Score -710785.1 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -711337.312500 Penalty: 3091.423828
	Iteration 8F: 3 clusters Score -711337.3 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -711981.187500 Penalty: 3091.423828
	Iteration 9F: 3 clusters Score -711981.2 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -712659.250000 Penalty: 3091.423828
	Iteration 10F: 3 clusters Score -712659.2 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -713283.062500 Penalty: 3091.423828
	Iteration 11F: 3 clusters Score -713283.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -713733.437500 Penalty: 3091.423828
	Iteration 12Q: 3 clusters Score -713733.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -713985.125000 Penalty: 3091.423828
	Iteration 13Q: 3 clusters Score -713985.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -714116.125000 Penalty: 3091.423828
	Iteration 14Q: 3 clusters Score -714116.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -714191.000000 Penalty: 3091.423828
	Iteration 15Q: 3 clusters Score -714191 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -714235.500000 Penalty: 3091.423828
	Iteration 16Q: 3 clusters Score -714235.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -714269.750000 Penalty: 3091.423828
	Iteration 17Q: 3 clusters Score -714269.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -714291.437500 Penalty: 3091.423828
	Iteration 18Q: 3 clusters Score -714291.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -714309.937500 Penalty: 3091.423828
	Iteration 19Q: 3 clusters Score -714309.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -714317.687500 Penalty: 3091.423828
	Iteration 20F: 3 clusters Score -714317.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -714321.187500 Penalty: 3091.423828
	Iteration 21Q: 3 clusters Score -714321.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -714327.000000 Penalty: 3091.423828
	Iteration 22Q: 3 clusters Score -714327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -714333.312500 Penalty: 3091.423828
	Iteration 23Q: 3 clusters Score -714333.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -714336.250000 Penalty: 3091.423828
	Iteration 24Q: 3 clusters Score -714336.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -714337.937500 Penalty: 3091.423828
	Iteration 25Q: 3 clusters Score -714337.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -714340.437500 Penalty: 3091.423828
	Iteration 26Q: 3 clusters Score -714340.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -714344.937500 Penalty: 3091.423828
	Iteration 27Q: 3 clusters Score -714344.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -714346.000000 Penalty: 3091.423828
	Iteration 28Q: 3 clusters Score -714346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -714346.000000 Penalty: 3091.423828
	Iteration 29F: 3 clusters Score -714346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Entering Unmasked Estep 
Score: -599315.812500 Penalty: 1518.257202
	Iteration 0F: 2 clusters Score -599315.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -591245.937500 Penalty: 3036.514404
	Iteration 0F: 3 clusters Score -591245.9 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -594192.062500 Penalty: 3036.514404
	Iteration 1F: 3 clusters Score -594192.1 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -594577.125000 Penalty: 3036.514404
	Iteration 2F: 3 clusters Score -594577.1 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -594982.125000 Penalty: 3036.514404
	Iteration 3F: 3 clusters Score -594982.1 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -595419.812500 Penalty: 3036.514404
	Iteration 4F: 3 clusters Score -595419.8 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -595893.125000 Penalty: 3036.514404
	Iteration 5F: 3 clusters Score -595893.1 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -596355.187500 Penalty: 3036.514404
	Iteration 6F: 3 clusters Score -596355.2 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -596706.250000 Penalty: 3036.514404
	Iteration 7Q: 3 clusters Score -596706.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -597008.187500 Penalty: 3036.514404
	Iteration 8Q: 3 clusters Score -597008.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -597251.125000 Penalty: 3036.514404
	Iteration 9Q: 3 clusters Score -597251.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -597442.562500 Penalty: 3036.514404
	Iteration 10Q: 3 clusters Score -597442.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -597610.812500 Penalty: 3036.514404
	Iteration 11Q: 3 clusters Score -597610.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -597754.437500 Penalty: 3036.514404
	Iteration 12Q: 3 clusters Score -597754.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -597853.750000 Penalty: 3036.514404
	Iteration 13Q: 3 clusters Score -597853.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -597927.875000 Penalty: 3036.514404
	Iteration 14Q: 3 clusters Score -597927.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -597986.250000 Penalty: 3036.514404
	Iteration 15Q: 3 clusters Score -597986.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -598020.750000 Penalty: 3036.514404
	Iteration 16Q: 3 clusters Score -598020.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -598045.812500 Penalty: 3036.514404
	Iteration 17Q: 3 clusters Score -598045.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -598069.125000 Penalty: 3036.514404
	Iteration 18Q: 3 clusters Score -598069.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -598088.750000 Penalty: 3036.514404
	Iteration 19Q: 3 clusters Score -598088.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -598112.875000 Penalty: 3036.514404
	Iteration 20F: 3 clusters Score -598112.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -598128.500000 Penalty: 3036.514404
	Iteration 21Q: 3 clusters Score -598128.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -598139.812500 Penalty: 3036.514404
	Iteration 22Q: 3 clusters Score -598139.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -598152.062500 Penalty: 3036.514404
	Iteration 23Q: 3 clusters Score -598152.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -598158.062500 Penalty: 3036.514404
	Iteration 24Q: 3 clusters Score -598158.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -598161.750000 Penalty: 3036.514404
	Iteration 25Q: 3 clusters Score -598161.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -598164.687500 Penalty: 3036.514404
	Iteration 26Q: 3 clusters Score -598164.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -598168.937500 Penalty: 3036.514404
	Iteration 27Q: 3 clusters Score -598168.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -598173.687500 Penalty: 3036.514404
	Iteration 28Q: 3 clusters Score -598173.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -598177.312500 Penalty: 3036.514404
	Iteration 29Q: 3 clusters Score -598177.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -598179.000000 Penalty: 3036.514404
	Iteration 30Q: 3 clusters Score -598179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -598180.937500 Penalty: 3036.514404
	Iteration 31Q: 3 clusters Score -598180.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -598184.625000 Penalty: 3036.514404
	Iteration 32Q: 3 clusters Score -598184.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -598187.000000 Penalty: 3036.514404
	Iteration 33Q: 3 clusters Score -598187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -598186.062500 Penalty: 3036.514404
	Iteration 34Q: 3 clusters Score -598186.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -598186.062500 Penalty: 3036.514404
	Iteration 35F: 3 clusters Score -598186.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Entering Unmasked Estep 
Score: -1093568.375000 Penalty: 1614.356567
	Iteration 0F: 2 clusters Score -1093568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1079626.500000 Penalty: 3228.713135
	Iteration 0F: 3 clusters Score -1079626 nChanged 9218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1084549.500000 Penalty: 3228.713135
	Iteration 1F: 3 clusters Score -1084550 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1084925.375000 Penalty: 3228.713135
	Iteration 2Q: 3 clusters Score -1084925 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1085382.500000 Penalty: 3228.713135
	Iteration 3Q: 3 clusters Score -1085382 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1086126.875000 Penalty: 3228.713135
	Iteration 4F: 3 clusters Score -1086127 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1087249.500000 Penalty: 3228.713135
	Iteration 5F: 3 clusters Score -1087250 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1088581.625000 Penalty: 3228.713135
	Iteration 6F: 3 clusters Score -1088582 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -1089902.875000 Penalty: 3228.713135
	Iteration 7F: 3 clusters Score -1089903 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -1090983.125000 Penalty: 3228.713135
	Iteration 8F: 3 clusters Score -1090983 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -1091738.875000 Penalty: 3228.713135
	Iteration 9Q: 3 clusters Score -1091739 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -1092272.125000 Penalty: 3228.713135
	Iteration 10Q: 3 clusters Score -1092272 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -1092565.375000 Penalty: 3228.713135
	Iteration 11Q: 3 clusters Score -1092565 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -1092735.000000 Penalty: 3228.713135
	Iteration 12Q: 3 clusters Score -1092735 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -1092854.875000 Penalty: 3228.713135
	Iteration 13Q: 3 clusters Score -1092855 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -1092938.000000 Penalty: 3228.713135
	Iteration 14Q: 3 clusters Score -1092938 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -1092993.250000 Penalty: 3228.713135
	Iteration 15Q: 3 clusters Score -1092993 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -1093038.875000 Penalty: 3228.713135
	Iteration 16Q: 3 clusters Score -1093039 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -1093079.250000 Penalty: 3228.713135
	Iteration 17Q: 3 clusters Score -1093079 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -1093100.000000 Penalty: 3228.713135
	Iteration 18Q: 3 clusters Score -1093100 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -1093113.500000 Penalty: 3228.713135
	Iteration 19Q: 3 clusters Score -1093114 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -1093123.250000 Penalty: 3228.713135
	Iteration 20F: 3 clusters Score -1093123 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -1093135.375000 Penalty: 3228.713135
	Iteration 21Q: 3 clusters Score -1093135 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -1093142.625000 Penalty: 3228.713135
	Iteration 22Q: 3 clusters Score -1093143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -1093143.375000 Penalty: 3228.713135
	Iteration 23Q: 3 clusters Score -1093143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -1093146.875000 Penalty: 3228.713135
	Iteration 24Q: 3 clusters Score -1093147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -1093148.875000 Penalty: 3228.713135
	Iteration 25Q: 3 clusters Score -1093149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -1093152.000000 Penalty: 3228.713135
	Iteration 26Q: 3 clusters Score -1093152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -1093151.875000 Penalty: 3228.713135
	Iteration 27Q: 3 clusters Score -1093152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -1093152.625000 Penalty: 3228.713135
	Iteration 28Q: 3 clusters Score -1093153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -1093152.625000 Penalty: 3228.713135
	Iteration 29Q: 3 clusters Score -1093153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -1093152.125000 Penalty: 3228.713135
	Iteration 30Q: 3 clusters Score -1093152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -1093151.875000 Penalty: 3228.713135
	Iteration 31Q: 3 clusters Score -1093152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -1093153.500000 Penalty: 3228.713135
	Iteration 32Q: 3 clusters Score -1093154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -1093154.250000 Penalty: 3228.713135
	Iteration 33Q: 3 clusters Score -1093154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -1093153.875000 Penalty: 3228.713135
	Iteration 34Q: 3 clusters Score -1093154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -1093154.625000 Penalty: 3228.713135
	Iteration 35Q: 3 clusters Score -1093155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -1093156.000000 Penalty: 3228.713135
	Iteration 36Q: 3 clusters Score -1093156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -1093155.000000 Penalty: 3228.713135
	Iteration 37Q: 3 clusters Score -1093155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -1093153.500000 Penalty: 3228.713135
	Iteration 38Q: 3 clusters Score -1093154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -1093154.500000 Penalty: 3228.713135
	Iteration 39Q: 3 clusters Score -1093154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -1093154.750000 Penalty: 3228.713135
	Iteration 40F: 3 clusters Score -1093155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -1093156.125000 Penalty: 3228.713135
	Iteration 41Q: 3 clusters Score -1093156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -1093156.500000 Penalty: 3228.713135
	Iteration 42Q: 3 clusters Score -1093156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -1093156.500000 Penalty: 3228.713135
	Iteration 43F: 3 clusters Score -1093156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 3129 members 
Mstep: Class 3 contains 17269 members 
Mstep: Class 5 contains 10189 members 
Mstep: Class 6 contains 6405 members 
Mstep: Class 7 contains 9466 members 
Mstep: Class 8 contains 300670 members 
Mstep: Class 10 contains 3085 members 
Mstep: Class 11 contains 2022 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 3172 members 
Mstep: Class 15 contains 1775 members 
Mstep: Class 18 contains 41483 members 
Mstep: Class 19 contains 1932 members 
Mstep: Class 20 contains 13522 members 
Mstep: Class 22 contains 11420 members 
Mstep: Class 23 contains 20630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23152484.000000 Penalty: 36036.289062
Iteration 119Q: 18 clusters Score -2.315248e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 3129 members 
Mstep: Class 3 contains 17287 members 
Mstep: Class 5 contains 10165 members 
Mstep: Class 6 contains 6403 members 
Mstep: Class 7 contains 9489 members 
Mstep: Class 8 contains 301387 members 
Mstep: Class 10 contains 3092 members 
Mstep: Class 11 contains 2022 members 
Mstep: Class 12 contains 4935 members 
Mstep: Class 13 contains 3054 members 
Mstep: Class 15 contains 1788 members 
Mstep: Class 18 contains 40862 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 13524 members 
Mstep: Class 22 contains 11423 members 
Mstep: Class 23 contains 20633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23152666.000000 Penalty: 36036.289062
Iteration 120F: 18 clusters Score -2.315267e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 17294 members 
Mstep: Class 5 contains 10120 members 
Mstep: Class 6 contains 6401 members 
Mstep: Class 7 contains 9514 members 
Mstep: Class 8 contains 302107 members 
Mstep: Class 10 contains 3097 members 
Mstep: Class 11 contains 2026 members 
Mstep: Class 12 contains 4933 members 
Mstep: Class 13 contains 2957 members 
Mstep: Class 15 contains 1787 members 
Mstep: Class 18 contains 40254 members 
Mstep: Class 19 contains 1871 members 
Mstep: Class 20 contains 13518 members 
Mstep: Class 22 contains 11431 members 
Mstep: Class 23 contains 20635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23152750.000000 Penalty: 36036.289062
Iteration 121Q: 18 clusters Score -2.315275e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 17305 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 6401 members 
Mstep: Class 7 contains 9541 members 
Mstep: Class 8 contains 302799 members 
Mstep: Class 10 contains 3108 members 
Mstep: Class 11 contains 2026 members 
Mstep: Class 12 contains 4937 members 
Mstep: Class 13 contains 2898 members 
Mstep: Class 15 contains 1796 members 
Mstep: Class 18 contains 39604 members 
Mstep: Class 19 contains 1844 members 
Mstep: Class 20 contains 13512 members 
Mstep: Class 22 contains 11438 members 
Mstep: Class 23 contains 20642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23152910.000000 Penalty: 36036.289062
Iteration 122Q: 18 clusters Score -2.315291e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 17315 members 
Mstep: Class 5 contains 10056 members 
Mstep: Class 6 contains 6401 members 
Mstep: Class 7 contains 9575 members 
Mstep: Class 8 contains 303469 members 
Mstep: Class 10 contains 3115 members 
Mstep: Class 11 contains 2026 members 
Mstep: Class 12 contains 4942 members 
Mstep: Class 13 contains 2826 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 18 contains 38964 members 
Mstep: Class 19 contains 1821 members 
Mstep: Class 20 contains 13510 members 
Mstep: Class 22 contains 11442 members 
Mstep: Class 23 contains 20648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153002.000000 Penalty: 36036.289062
Iteration 123Q: 18 clusters Score -2.3153e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 17332 members 
Mstep: Class 5 contains 10036 members 
Mstep: Class 6 contains 6395 members 
Mstep: Class 7 contains 9606 members 
Mstep: Class 8 contains 304098 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 2026 members 
Mstep: Class 12 contains 4944 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 18 contains 38383 members 
Mstep: Class 19 contains 1789 members 
Mstep: Class 20 contains 13506 members 
Mstep: Class 22 contains 11450 members 
Mstep: Class 23 contains 20654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153160.000000 Penalty: 36036.289062
Iteration 124Q: 18 clusters Score -2.315316e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 17354 members 
Mstep: Class 5 contains 10005 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 7 contains 9635 members 
Mstep: Class 8 contains 304696 members 
Mstep: Class 10 contains 3106 members 
Mstep: Class 11 contains 2026 members 
Mstep: Class 12 contains 4942 members 
Mstep: Class 13 contains 2680 members 
Mstep: Class 15 contains 1832 members 
Mstep: Class 18 contains 37835 members 
Mstep: Class 19 contains 1767 members 
Mstep: Class 20 contains 13503 members 
Mstep: Class 22 contains 11465 members 
Mstep: Class 23 contains 20657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153236.000000 Penalty: 36036.289062
Iteration 125Q: 18 clusters Score -2.315324e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 17372 members 
Mstep: Class 5 contains 9982 members 
Mstep: Class 6 contains 6384 members 
Mstep: Class 7 contains 9663 members 
Mstep: Class 8 contains 305273 members 
Mstep: Class 10 contains 3109 members 
Mstep: Class 11 contains 2024 members 
Mstep: Class 12 contains 4944 members 
Mstep: Class 13 contains 2605 members 
Mstep: Class 15 contains 1843 members 
Mstep: Class 18 contains 37296 members 
Mstep: Class 19 contains 1738 members 
Mstep: Class 20 contains 13500 members 
Mstep: Class 22 contains 11479 members 
Mstep: Class 23 contains 20662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153336.000000 Penalty: 36036.289062
Iteration 126Q: 18 clusters Score -2.315334e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 3129 members 
Mstep: Class 3 contains 17391 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 6381 members 
Mstep: Class 7 contains 9679 members 
Mstep: Class 8 contains 305858 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 2022 members 
Mstep: Class 12 contains 4944 members 
Mstep: Class 13 contains 2534 members 
Mstep: Class 15 contains 1851 members 
Mstep: Class 18 contains 36741 members 
Mstep: Class 19 contains 1712 members 
Mstep: Class 20 contains 13509 members 
Mstep: Class 22 contains 11493 members 
Mstep: Class 23 contains 20664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153342.000000 Penalty: 36036.289062
Iteration 127Q: 18 clusters Score -2.315334e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 3129 members 
Mstep: Class 3 contains 17410 members 
Mstep: Class 5 contains 9931 members 
Mstep: Class 6 contains 6376 members 
Mstep: Class 7 contains 9693 members 
Mstep: Class 8 contains 306422 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 2020 members 
Mstep: Class 12 contains 4943 members 
Mstep: Class 13 contains 2469 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 18 contains 36241 members 
Mstep: Class 19 contains 1686 members 
Mstep: Class 20 contains 13520 members 
Mstep: Class 22 contains 11498 members 
Mstep: Class 23 contains 20662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153472.000000 Penalty: 36036.289062
Iteration 128Q: 18 clusters Score -2.315347e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 17418 members 
Mstep: Class 5 contains 9881 members 
Mstep: Class 6 contains 6367 members 
Mstep: Class 7 contains 9712 members 
Mstep: Class 8 contains 306994 members 
Mstep: Class 10 contains 3116 members 
Mstep: Class 11 contains 2018 members 
Mstep: Class 12 contains 4948 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 15 contains 1865 members 
Mstep: Class 18 contains 35742 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 13525 members 
Mstep: Class 22 contains 11502 members 
Mstep: Class 23 contains 20668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153518.000000 Penalty: 36036.289062
Iteration 129Q: 18 clusters Score -2.315352e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 17428 members 
Mstep: Class 5 contains 9824 members 
Mstep: Class 6 contains 6366 members 
Mstep: Class 7 contains 9726 members 
Mstep: Class 8 contains 307588 members 
Mstep: Class 10 contains 3119 members 
Mstep: Class 11 contains 2017 members 
Mstep: Class 12 contains 4952 members 
Mstep: Class 13 contains 2354 members 
Mstep: Class 15 contains 1870 members 
Mstep: Class 18 contains 35236 members 
Mstep: Class 19 contains 1622 members 
Mstep: Class 20 contains 13523 members 
Mstep: Class 22 contains 11512 members 
Mstep: Class 23 contains 20675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153606.000000 Penalty: 36036.289062
Iteration 130Q: 18 clusters Score -2.315361e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 17443 members 
Mstep: Class 5 contains 9748 members 
Mstep: Class 6 contains 6365 members 
Mstep: Class 7 contains 9739 members 
Mstep: Class 8 contains 308242 members 
Mstep: Class 10 contains 3127 members 
Mstep: Class 11 contains 2013 members 
Mstep: Class 12 contains 4954 members 
Mstep: Class 13 contains 2295 members 
Mstep: Class 15 contains 1874 members 
Mstep: Class 18 contains 34675 members 
Mstep: Class 19 contains 1595 members 
Mstep: Class 20 contains 13517 members 
Mstep: Class 22 contains 11526 members 
Mstep: Class 23 contains 20682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153748.000000 Penalty: 36036.289062
Iteration 131Q: 18 clusters Score -2.315375e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 3133 members 
Mstep: Class 3 contains 17450 members 
Mstep: Class 5 contains 9655 members 
Mstep: Class 6 contains 6363 members 
Mstep: Class 7 contains 9752 members 
Mstep: Class 8 contains 308956 members 
Mstep: Class 10 contains 3131 members 
Mstep: Class 11 contains 2011 members 
Mstep: Class 12 contains 4959 members 
Mstep: Class 13 contains 2244 members 
Mstep: Class 15 contains 1877 members 
Mstep: Class 18 contains 34069 members 
Mstep: Class 19 contains 1568 members 
Mstep: Class 20 contains 13520 members 
Mstep: Class 22 contains 11540 members 
Mstep: Class 23 contains 20686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153832.000000 Penalty: 36036.289062
Iteration 132Q: 18 clusters Score -2.315383e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 3133 members 
Mstep: Class 3 contains 17464 members 
Mstep: Class 5 contains 9546 members 
Mstep: Class 6 contains 6356 members 
Mstep: Class 7 contains 9770 members 
Mstep: Class 8 contains 309712 members 
Mstep: Class 10 contains 3138 members 
Mstep: Class 11 contains 2005 members 
Mstep: Class 12 contains 4964 members 
Mstep: Class 13 contains 2191 members 
Mstep: Class 15 contains 1882 members 
Mstep: Class 18 contains 33451 members 
Mstep: Class 19 contains 1530 members 
Mstep: Class 20 contains 13524 members 
Mstep: Class 22 contains 11545 members 
Mstep: Class 23 contains 20692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154016.000000 Penalty: 36036.289062
Iteration 133Q: 18 clusters Score -2.315402e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 3136 members 
Mstep: Class 3 contains 17478 members 
Mstep: Class 5 contains 9429 members 
Mstep: Class 6 contains 6348 members 
Mstep: Class 7 contains 9782 members 
Mstep: Class 8 contains 310412 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 1999 members 
Mstep: Class 12 contains 4966 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 18 contains 32873 members 
Mstep: Class 19 contains 1493 members 
Mstep: Class 20 contains 13525 members 
Mstep: Class 22 contains 11553 members 
Mstep: Class 23 contains 20699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154140.000000 Penalty: 36036.289062
Iteration 134Q: 18 clusters Score -2.315414e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 3147 members 
Mstep: Class 3 contains 17492 members 
Mstep: Class 5 contains 9310 members 
Mstep: Class 6 contains 6344 members 
Mstep: Class 7 contains 9794 members 
Mstep: Class 8 contains 311104 members 
Mstep: Class 10 contains 3162 members 
Mstep: Class 11 contains 1987 members 
Mstep: Class 12 contains 4968 members 
Mstep: Class 13 contains 2101 members 
Mstep: Class 15 contains 1885 members 
Mstep: Class 18 contains 32305 members 
Mstep: Class 19 contains 1466 members 
Mstep: Class 20 contains 13530 members 
Mstep: Class 22 contains 11557 members 
Mstep: Class 23 contains 20704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154368.000000 Penalty: 36036.289062
Iteration 135Q: 18 clusters Score -2.315437e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 3158 members 
Mstep: Class 3 contains 17502 members 
Mstep: Class 5 contains 9182 members 
Mstep: Class 6 contains 6341 members 
Mstep: Class 7 contains 9800 members 
Mstep: Class 8 contains 311784 members 
Mstep: Class 10 contains 3171 members 
Mstep: Class 11 contains 1977 members 
Mstep: Class 12 contains 4979 members 
Mstep: Class 13 contains 2056 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 18 contains 31763 members 
Mstep: Class 19 contains 1436 members 
Mstep: Class 20 contains 13533 members 
Mstep: Class 22 contains 11558 members 
Mstep: Class 23 contains 20706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154558.000000 Penalty: 36036.289062
Iteration 136Q: 18 clusters Score -2.315456e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 3171 members 
Mstep: Class 3 contains 17514 members 
Mstep: Class 5 contains 9083 members 
Mstep: Class 6 contains 6339 members 
Mstep: Class 7 contains 9801 members 
Mstep: Class 8 contains 312406 members 
Mstep: Class 10 contains 3185 members 
Mstep: Class 11 contains 1967 members 
Mstep: Class 12 contains 4988 members 
Mstep: Class 13 contains 2027 members 
Mstep: Class 15 contains 1889 members 
Mstep: Class 18 contains 31233 members 
Mstep: Class 19 contains 1404 members 
Mstep: Class 20 contains 13532 members 
Mstep: Class 22 contains 11557 members 
Mstep: Class 23 contains 20715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154696.000000 Penalty: 36036.289062
Iteration 137Q: 18 clusters Score -2.31547e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 3183 members 
Mstep: Class 3 contains 17529 members 
Mstep: Class 5 contains 8987 members 
Mstep: Class 6 contains 6341 members 
Mstep: Class 7 contains 9805 members 
Mstep: Class 8 contains 312962 members 
Mstep: Class 10 contains 3195 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 5003 members 
Mstep: Class 13 contains 1992 members 
Mstep: Class 15 contains 1892 members 
Mstep: Class 18 contains 30735 members 
Mstep: Class 19 contains 1384 members 
Mstep: Class 20 contains 13535 members 
Mstep: Class 22 contains 11559 members 
Mstep: Class 23 contains 20723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154746.000000 Penalty: 36036.289062
Iteration 138Q: 18 clusters Score -2.315475e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 3195 members 
Mstep: Class 3 contains 17544 members 
Mstep: Class 5 contains 8876 members 
Mstep: Class 6 contains 6336 members 
Mstep: Class 7 contains 9814 members 
Mstep: Class 8 contains 313536 members 
Mstep: Class 10 contains 3196 members 
Mstep: Class 11 contains 1956 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 1960 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 18 contains 30237 members 
Mstep: Class 19 contains 1366 members 
Mstep: Class 20 contains 13546 members 
Mstep: Class 22 contains 11563 members 
Mstep: Class 23 contains 20726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154872.000000 Penalty: 36036.289062
Iteration 139Q: 18 clusters Score -2.315487e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 17559 members 
Mstep: Class 5 contains 8760 members 
Mstep: Class 6 contains 6338 members 
Mstep: Class 7 contains 9824 members 
Mstep: Class 8 contains 314173 members 
Mstep: Class 10 contains 3196 members 
Mstep: Class 11 contains 1954 members 
Mstep: Class 12 contains 5024 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 15 contains 1890 members 
Mstep: Class 18 contains 29716 members 
Mstep: Class 19 contains 1339 members 
Mstep: Class 20 contains 13537 members 
Mstep: Class 22 contains 11568 members 
Mstep: Class 23 contains 20738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154970.000000 Penalty: 36036.289062
Iteration 140F: 18 clusters Score -2.315497e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 3208 members 
Mstep: Class 3 contains 17574 members 
Mstep: Class 5 contains 8661 members 
Mstep: Class 6 contains 6342 members 
Mstep: Class 7 contains 9838 members 
Mstep: Class 8 contains 314768 members 
Mstep: Class 10 contains 3194 members 
Mstep: Class 11 contains 1951 members 
Mstep: Class 12 contains 5032 members 
Mstep: Class 13 contains 1872 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 18 contains 29201 members 
Mstep: Class 19 contains 1311 members 
Mstep: Class 20 contains 13528 members 
Mstep: Class 22 contains 11575 members 
Mstep: Class 23 contains 20747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23155050.000000 Penalty: 36036.289062
Iteration 141Q: 18 clusters Score -2.315505e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 3212 members 
Mstep: Class 3 contains 17587 members 
Mstep: Class 5 contains 8540 members 
Mstep: Class 6 contains 6339 members 
Mstep: Class 7 contains 9847 members 
Mstep: Class 8 contains 315385 members 
Mstep: Class 10 contains 3193 members 
Mstep: Class 11 contains 1950 members 
Mstep: Class 12 contains 5042 members 
Mstep: Class 13 contains 1832 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 18 contains 28688 members 
Mstep: Class 19 contains 1297 members 
Mstep: Class 20 contains 13523 members 
Mstep: Class 22 contains 11584 members 
Mstep: Class 23 contains 20750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23155092.000000 Penalty: 36036.289062
Iteration 142Q: 18 clusters Score -2.315509e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 3219 members 
Mstep: Class 3 contains 17602 members 
Mstep: Class 5 contains 8427 members 
Mstep: Class 6 contains 6337 members 
Mstep: Class 7 contains 9862 members 
Mstep: Class 8 contains 315920 members 
Mstep: Class 10 contains 3192 members 
Mstep: Class 11 contains 1943 members 
Mstep: Class 12 contains 5046 members 
Mstep: Class 13 contains 1798 members 
Mstep: Class 15 contains 1897 members 
Mstep: Class 18 contains 28235 members 
Mstep: Class 19 contains 1286 members 
Mstep: Class 20 contains 13532 members 
Mstep: Class 22 contains 11597 members 
Mstep: Class 23 contains 20747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23155196.000000 Penalty: 36036.289062
Iteration 143Q: 18 clusters Score -2.31552e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 17617 members 
Mstep: Class 5 contains 8320 members 
Mstep: Class 6 contains 6334 members 
Mstep: Class 7 contains 9882 members 
Mstep: Class 8 contains 316382 members 
Mstep: Class 10 contains 3189 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 5051 members 
Mstep: Class 13 contains 1770 members 
Mstep: Class 15 contains 1897 members 
Mstep: Class 18 contains 27825 members 
Mstep: Class 19 contains 1277 members 
Mstep: Class 20 contains 13537 members 
Mstep: Class 22 contains 11625 members 
Mstep: Class 23 contains 20747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23155330.000000 Penalty: 36036.289062
Iteration 144Q: 18 clusters Score -2.315533e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 3238 members 
Mstep: Class 3 contains 17626 members 
Mstep: Class 5 contains 8224 members 
Mstep: Class 6 contains 6330 members 
Mstep: Class 7 contains 9896 members 
Mstep: Class 8 contains 316837 members 
Mstep: Class 10 contains 3193 members 
Mstep: Class 11 contains 1931 members 
Mstep: Class 12 contains 5061 members 
Mstep: Class 13 contains 1728 members 
Mstep: Class 15 contains 1906 members 
Mstep: Class 18 contains 27402 members 
Mstep: Class 19 contains 1275 members 
Mstep: Class 20 contains 13540 members 
Mstep: Class 22 contains 11663 members 
Mstep: Class 23 contains 20753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23155376.000000 Penalty: 36036.289062
Iteration 145Q: 18 clusters Score -2.315538e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 3247 members 
Mstep: Class 3 contains 17644 members 
Mstep: Class 5 contains 8124 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 9915 members 
Mstep: Class 8 contains 317245 members 
Mstep: Class 10 contains 3195 members 
Mstep: Class 11 contains 1927 members 
Mstep: Class 12 contains 5069 members 
Mstep: Class 13 contains 1685 members 
Mstep: Class 15 contains 1911 members 
Mstep: Class 18 contains 27033 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 20 contains 13544 members 
Mstep: Class 22 contains 11694 members 
Mstep: Class 23 contains 20757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23155302.000000 Penalty: 36036.289062
Iteration 146Q: 18 clusters Score -2.31553e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 3252 members 
Mstep: Class 3 contains 17666 members 
Mstep: Class 5 contains 8010 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 9937 members 
Mstep: Class 8 contains 317636 members 
Mstep: Class 10 contains 3200 members 
Mstep: Class 11 contains 1925 members 
Mstep: Class 12 contains 5077 members 
Mstep: Class 13 contains 1651 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 18 contains 26674 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 20 contains 13554 members 
Mstep: Class 22 contains 11717 members 
Mstep: Class 23 contains 20759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23155352.000000 Penalty: 36036.289062
Iteration 147Q: 18 clusters Score -2.315535e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 3254 members 
Mstep: Class 3 contains 17687 members 
Mstep: Class 5 contains 7922 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 9956 members 
Mstep: Class 8 contains 318010 members 
Mstep: Class 10 contains 3201 members 
Mstep: Class 11 contains 1925 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 13 contains 1606 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 18 contains 26327 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 20 contains 13556 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 20763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23155398.000000 Penalty: 36036.289062
Iteration 148Q: 18 clusters Score -2.31554e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 3254 members 
Mstep: Class 3 contains 17705 members 
Mstep: Class 5 contains 7826 members 
Mstep: Class 6 contains 6334 members 
Mstep: Class 7 contains 9967 members 
Mstep: Class 8 contains 318398 members 
Mstep: Class 10 contains 3194 members 
Mstep: Class 11 contains 1927 members 
Mstep: Class 12 contains 5094 members 
Mstep: Class 13 contains 1561 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 18 contains 25985 members 
Mstep: Class 19 contains 1267 members 
Mstep: Class 20 contains 13566 members 
Mstep: Class 22 contains 11769 members 
Mstep: Class 23 contains 20768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23155608.000000 Penalty: 36036.289062
Iteration 149Q: 18 clusters Score -2.315561e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 3257 members 
Mstep: Class 3 contains 17715 members 
Mstep: Class 5 contains 7717 members 
Mstep: Class 6 contains 6337 members 
Mstep: Class 7 contains 9978 members 
Mstep: Class 8 contains 318769 members 
Mstep: Class 10 contains 3195 members 
Mstep: Class 11 contains 1925 members 
Mstep: Class 12 contains 5098 members 
Mstep: Class 13 contains 1507 members 
Mstep: Class 15 contains 1922 members 
Mstep: Class 18 contains 25664 members 
Mstep: Class 19 contains 1267 members 
Mstep: Class 20 contains 13583 members 
Mstep: Class 22 contains 11799 members 
Mstep: Class 23 contains 20777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2080.146729 but Gain 2119.781250
Score: -23155844.000000 Penalty: 33916.507812
Iteration 150Q: 17 clusters Score -2.315584e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 3259 members 
Mstep: Class 3 contains 17733 members 
Mstep: Class 5 contains 7612 members 
Mstep: Class 6 contains 6339 members 
Mstep: Class 7 contains 9991 members 
Mstep: Class 8 contains 319990 members 
Mstep: Class 10 contains 3230 members 
Mstep: Class 11 contains 1927 members 
Mstep: Class 12 contains 5103 members 
Mstep: Class 15 contains 1933 members 
Mstep: Class 18 contains 25867 members 
Mstep: Class 19 contains 1269 members 
Mstep: Class 20 contains 13606 members 
Mstep: Class 22 contains 11833 members 
Mstep: Class 23 contains 20802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23157506.000000 Penalty: 33916.507812
Iteration 151Q: 17 clusters Score -2.315751e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 17737 members 
Mstep: Class 5 contains 7529 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 9997 members 
Mstep: Class 8 contains 320312 members 
Mstep: Class 10 contains 3217 members 
Mstep: Class 11 contains 1924 members 
Mstep: Class 12 contains 5116 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 18 contains 25586 members 
Mstep: Class 19 contains 1262 members 
Mstep: Class 20 contains 13615 members 
Mstep: Class 22 contains 11862 members 
Mstep: Class 23 contains 20792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23157600.000000 Penalty: 33916.507812
Iteration 152Q: 17 clusters Score -2.31576e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 3266 members 
Mstep: Class 3 contains 17746 members 
Mstep: Class 5 contains 7444 members 
Mstep: Class 6 contains 6326 members 
Mstep: Class 7 contains 9994 members 
Mstep: Class 8 contains 320701 members 
Mstep: Class 10 contains 3208 members 
Mstep: Class 11 contains 1918 members 
Mstep: Class 12 contains 5122 members 
Mstep: Class 15 contains 1944 members 
Mstep: Class 18 contains 25257 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 13612 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 20790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23157626.000000 Penalty: 33916.507812
Iteration 153Q: 17 clusters Score -2.315763e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 3276 members 
Mstep: Class 3 contains 17768 members 
Mstep: Class 5 contains 7360 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 10002 members 
Mstep: Class 8 contains 321081 members 
Mstep: Class 10 contains 3205 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 12 contains 5132 members 
Mstep: Class 15 contains 1947 members 
Mstep: Class 18 contains 24883 members 
Mstep: Class 19 contains 1238 members 
Mstep: Class 20 contains 13620 members 
Mstep: Class 22 contains 11908 members 
Mstep: Class 23 contains 20789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23157768.000000 Penalty: 33916.507812
Iteration 154Q: 17 clusters Score -2.315777e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 3290 members 
Mstep: Class 3 contains 17792 members 
Mstep: Class 5 contains 7278 members 
Mstep: Class 6 contains 6325 members 
Mstep: Class 7 contains 10016 members 
Mstep: Class 8 contains 321436 members 
Mstep: Class 10 contains 3199 members 
Mstep: Class 11 contains 1902 members 
Mstep: Class 12 contains 5140 members 
Mstep: Class 15 contains 1948 members 
Mstep: Class 18 contains 24522 members 
Mstep: Class 19 contains 1233 members 
Mstep: Class 20 contains 13626 members 
Mstep: Class 22 contains 11927 members 
Mstep: Class 23 contains 20784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23157842.000000 Penalty: 33916.507812
Iteration 155Q: 17 clusters Score -2.315784e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 3302 members 
Mstep: Class 3 contains 17812 members 
Mstep: Class 5 contains 7184 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 10030 members 
Mstep: Class 8 contains 321749 members 
Mstep: Class 10 contains 3197 members 
Mstep: Class 11 contains 1901 members 
Mstep: Class 12 contains 5158 members 
Mstep: Class 15 contains 1959 members 
Mstep: Class 18 contains 24201 members 
Mstep: Class 19 contains 1225 members 
Mstep: Class 20 contains 13637 members 
Mstep: Class 22 contains 11941 members 
Mstep: Class 23 contains 20780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23157958.000000 Penalty: 33916.507812
Iteration 156Q: 17 clusters Score -2.315796e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 3308 members 
Mstep: Class 3 contains 17824 members 
Mstep: Class 5 contains 7085 members 
Mstep: Class 6 contains 6332 members 
Mstep: Class 7 contains 10041 members 
Mstep: Class 8 contains 322080 members 
Mstep: Class 10 contains 3197 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 5173 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 18 contains 23863 members 
Mstep: Class 19 contains 1216 members 
Mstep: Class 20 contains 13649 members 
Mstep: Class 22 contains 11960 members 
Mstep: Class 23 contains 20781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23157970.000000 Penalty: 33916.507812
Iteration 157Q: 17 clusters Score -2.315797e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 17839 members 
Mstep: Class 5 contains 6991 members 
Mstep: Class 6 contains 6335 members 
Mstep: Class 7 contains 10053 members 
Mstep: Class 8 contains 322426 members 
Mstep: Class 10 contains 3197 members 
Mstep: Class 11 contains 1901 members 
Mstep: Class 12 contains 5189 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 18 contains 23503 members 
Mstep: Class 19 contains 1215 members 
Mstep: Class 20 contains 13653 members 
Mstep: Class 22 contains 11973 members 
Mstep: Class 23 contains 20787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23158008.000000 Penalty: 33916.507812
Iteration 158Q: 17 clusters Score -2.315801e+07 nChanged 630
Entering ConstructFrom: 
Score: -23158008.000000 Penalty: 33916.507812
Entering ConstructFrom: 
Trying to split cluster 1 (12325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Entering Unmasked Estep 
Score: -606580.062500 Penalty: 1530.650024
	Iteration 0F: 2 clusters Score -606580.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -597895.312500 Penalty: 3061.300049
	Iteration 0F: 3 clusters Score -597895.3 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -601460.062500 Penalty: 3061.300049
	Iteration 1F: 3 clusters Score -601460.1 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -602881.812500 Penalty: 3061.300049
	Iteration 2F: 3 clusters Score -602881.8 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -604417.375000 Penalty: 3061.300049
	Iteration 3F: 3 clusters Score -604417.4 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -605704.562500 Penalty: 3061.300049
	Iteration 4F: 3 clusters Score -605704.6 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -606450.187500 Penalty: 3061.300049
	Iteration 5F: 3 clusters Score -606450.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -606784.812500 Penalty: 3061.300049
	Iteration 6Q: 3 clusters Score -606784.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -606947.250000 Penalty: 3061.300049
	Iteration 7Q: 3 clusters Score -606947.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -607018.125000 Penalty: 3061.300049
	Iteration 8Q: 3 clusters Score -607018.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -607054.500000 Penalty: 3061.300049
	Iteration 9Q: 3 clusters Score -607054.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -607079.000000 Penalty: 3061.300049
	Iteration 10Q: 3 clusters Score -607079 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -607095.625000 Penalty: 3061.300049
	Iteration 11Q: 3 clusters Score -607095.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -607110.375000 Penalty: 3061.300049
	Iteration 12Q: 3 clusters Score -607110.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -607121.875000 Penalty: 3061.300049
	Iteration 13Q: 3 clusters Score -607121.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -607131.750000 Penalty: 3061.300049
	Iteration 14Q: 3 clusters Score -607131.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -607139.687500 Penalty: 3061.300049
	Iteration 15Q: 3 clusters Score -607139.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -607146.562500 Penalty: 3061.300049
	Iteration 16Q: 3 clusters Score -607146.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -607155.125000 Penalty: 3061.300049
	Iteration 17Q: 3 clusters Score -607155.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -607162.562500 Penalty: 3061.300049
	Iteration 18Q: 3 clusters Score -607162.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -607173.500000 Penalty: 3061.300049
	Iteration 19Q: 3 clusters Score -607173.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -607181.000000 Penalty: 3061.300049
	Iteration 20F: 3 clusters Score -607181 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -607194.312500 Penalty: 3061.300049
	Iteration 21Q: 3 clusters Score -607194.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -607208.125000 Penalty: 3061.300049
	Iteration 22Q: 3 clusters Score -607208.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -607215.687500 Penalty: 3061.300049
	Iteration 23Q: 3 clusters Score -607215.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -607225.812500 Penalty: 3061.300049
	Iteration 24Q: 3 clusters Score -607225.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -607236.375000 Penalty: 3061.300049
	Iteration 25Q: 3 clusters Score -607236.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -607246.937500 Penalty: 3061.300049
	Iteration 26Q: 3 clusters Score -607246.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -607258.875000 Penalty: 3061.300049
	Iteration 27Q: 3 clusters Score -607258.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -607266.000000 Penalty: 3061.300049
	Iteration 28Q: 3 clusters Score -607266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -607266.937500 Penalty: 3061.300049
	Iteration 29Q: 3 clusters Score -607266.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -607270.437500 Penalty: 3061.300049
	Iteration 30Q: 3 clusters Score -607270.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -607273.312500 Penalty: 3061.300049
	Iteration 31Q: 3 clusters Score -607273.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -607274.750000 Penalty: 3061.300049
	Iteration 32Q: 3 clusters Score -607274.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -607275.250000 Penalty: 3061.300049
	Iteration 33Q: 3 clusters Score -607275.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -607277.500000 Penalty: 3061.300049
	Iteration 34Q: 3 clusters Score -607277.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -607278.687500 Penalty: 3061.300049
	Iteration 35Q: 3 clusters Score -607278.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -607279.625000 Penalty: 3061.300049
	Iteration 36Q: 3 clusters Score -607279.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -607280.125000 Penalty: 3061.300049
	Iteration 37Q: 3 clusters Score -607280.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -607282.250000 Penalty: 3061.300049
	Iteration 38Q: 3 clusters Score -607282.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -607282.312500 Penalty: 3061.300049
	Iteration 39Q: 3 clusters Score -607282.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -607282.125000 Penalty: 3061.300049
	Iteration 40F: 3 clusters Score -607282.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 3313 members 
Mstep: Class 3 contains 17847 members 
Mstep: Class 4 contains 1652 members 
Mstep: Class 5 contains 6920 members 
Mstep: Class 6 contains 6335 members 
Mstep: Class 7 contains 10063 members 
Mstep: Class 8 contains 322753 members 
Mstep: Class 10 contains 3197 members 
Mstep: Class 11 contains 1900 members 
Mstep: Class 12 contains 5209 members 
Mstep: Class 15 contains 2021 members 
Mstep: Class 18 contains 23149 members 
Mstep: Class 19 contains 1218 members 
Mstep: Class 20 contains 13654 members 
Mstep: Class 22 contains 11987 members 
Mstep: Class 23 contains 20796 members 
Entering Unmasked Estep 
Score: -23158094.000000 Penalty: 36036.289062
Splitting cluster 1 changes total score from -23158008.000000 to -23158094.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 2 (3313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Entering Unmasked Estep 
Score: -168307.687500 Penalty: 1317.161499
	Iteration 0F: 2 clusters Score -168307.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -165378.796875 Penalty: 2634.322998
	Iteration 0F: 3 clusters Score -165378.8 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -166058.000000 Penalty: 2634.322998
	Iteration 1F: 3 clusters Score -166058 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -166172.875000 Penalty: 2634.322998
	Iteration 2F: 3 clusters Score -166172.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -166255.281250 Penalty: 2634.322998
	Iteration 3Q: 3 clusters Score -166255.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -166307.093750 Penalty: 2634.322998
	Iteration 4Q: 3 clusters Score -166307.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -166348.546875 Penalty: 2634.322998
	Iteration 5Q: 3 clusters Score -166348.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -166384.875000 Penalty: 2634.322998
	Iteration 6Q: 3 clusters Score -166384.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -166416.156250 Penalty: 2634.322998
	Iteration 7Q: 3 clusters Score -166416.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -166437.515625 Penalty: 2634.322998
	Iteration 8Q: 3 clusters Score -166437.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -166453.968750 Penalty: 2634.322998
	Iteration 9Q: 3 clusters Score -166454 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -166473.687500 Penalty: 2634.322998
	Iteration 10Q: 3 clusters Score -166473.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -166486.281250 Penalty: 2634.322998
	Iteration 11Q: 3 clusters Score -166486.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -166495.828125 Penalty: 2634.322998
	Iteration 12Q: 3 clusters Score -166495.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -166507.937500 Penalty: 2634.322998
	Iteration 13Q: 3 clusters Score -166507.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -166515.093750 Penalty: 2634.322998
	Iteration 14Q: 3 clusters Score -166515.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -166523.812500 Penalty: 2634.322998
	Iteration 15Q: 3 clusters Score -166523.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -166530.578125 Penalty: 2634.322998
	Iteration 16Q: 3 clusters Score -166530.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -166535.015625 Penalty: 2634.322998
	Iteration 17Q: 3 clusters Score -166535 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -166539.968750 Penalty: 2634.322998
	Iteration 18Q: 3 clusters Score -166540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -166547.015625 Penalty: 2634.322998
	Iteration 19Q: 3 clusters Score -166547 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -166556.578125 Penalty: 2634.322998
	Iteration 20F: 3 clusters Score -166556.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -166563.343750 Penalty: 2634.322998
	Iteration 21Q: 3 clusters Score -166563.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -166569.296875 Penalty: 2634.322998
	Iteration 22Q: 3 clusters Score -166569.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -166575.968750 Penalty: 2634.322998
	Iteration 23Q: 3 clusters Score -166576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -166586.109375 Penalty: 2634.322998
	Iteration 24Q: 3 clusters Score -166586.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -166594.828125 Penalty: 2634.322998
	Iteration 25Q: 3 clusters Score -166594.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -166602.421875 Penalty: 2634.322998
	Iteration 26Q: 3 clusters Score -166602.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -166608.343750 Penalty: 2634.322998
	Iteration 27Q: 3 clusters Score -166608.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -166619.187500 Penalty: 2634.322998
	Iteration 28Q: 3 clusters Score -166619.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -166628.312500 Penalty: 2634.322998
	Iteration 29Q: 3 clusters Score -166628.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -166638.140625 Penalty: 2634.322998
	Iteration 30Q: 3 clusters Score -166638.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -166646.953125 Penalty: 2634.322998
	Iteration 31Q: 3 clusters Score -166647 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -166653.484375 Penalty: 2634.322998
	Iteration 32Q: 3 clusters Score -166653.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -166663.593750 Penalty: 2634.322998
	Iteration 33Q: 3 clusters Score -166663.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -166676.437500 Penalty: 2634.322998
	Iteration 34Q: 3 clusters Score -166676.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -166683.843750 Penalty: 2634.322998
	Iteration 35Q: 3 clusters Score -166683.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -166690.968750 Penalty: 2634.322998
	Iteration 36Q: 3 clusters Score -166691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -166695.171875 Penalty: 2634.322998
	Iteration 37Q: 3 clusters Score -166695.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -166702.046875 Penalty: 2634.322998
	Iteration 38Q: 3 clusters Score -166702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -166709.187500 Penalty: 2634.322998
	Iteration 39Q: 3 clusters Score -166709.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -166716.000000 Penalty: 2634.322998
	Iteration 40F: 3 clusters Score -166716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -166725.421875 Penalty: 2634.322998
	Iteration 41Q: 3 clusters Score -166725.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -166739.281250 Penalty: 2634.322998
	Iteration 42Q: 3 clusters Score -166739.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -166755.734375 Penalty: 2634.322998
	Iteration 43Q: 3 clusters Score -166755.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -166771.046875 Penalty: 2634.322998
	Iteration 44Q: 3 clusters Score -166771 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -166789.703125 Penalty: 2634.322998
	Iteration 45Q: 3 clusters Score -166789.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -166816.484375 Penalty: 2634.322998
	Iteration 46Q: 3 clusters Score -166816.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -166846.078125 Penalty: 2634.322998
	Iteration 47Q: 3 clusters Score -166846.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -166871.687500 Penalty: 2634.322998
	Iteration 48Q: 3 clusters Score -166871.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -166898.812500 Penalty: 2634.322998
	Iteration 49Q: 3 clusters Score -166898.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -166920.531250 Penalty: 2634.322998
	Iteration 50Q: 3 clusters Score -166920.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -166932.609375 Penalty: 2634.322998
	Iteration 51Q: 3 clusters Score -166932.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -166944.968750 Penalty: 2634.322998
	Iteration 52Q: 3 clusters Score -166945 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -166957.812500 Penalty: 2634.322998
	Iteration 53Q: 3 clusters Score -166957.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -166970.593750 Penalty: 2634.322998
	Iteration 54Q: 3 clusters Score -166970.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -166981.250000 Penalty: 2634.322998
	Iteration 55Q: 3 clusters Score -166981.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -166988.015625 Penalty: 2634.322998
	Iteration 56Q: 3 clusters Score -166988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -166997.156250 Penalty: 2634.322998
	Iteration 57Q: 3 clusters Score -166997.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -167004.250000 Penalty: 2634.322998
	Iteration 58Q: 3 clusters Score -167004.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -167017.234375 Penalty: 2634.322998
	Iteration 59Q: 3 clusters Score -167017.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -167031.734375 Penalty: 2634.322998
	Iteration 60F: 3 clusters Score -167031.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -167040.453125 Penalty: 2634.322998
	Iteration 61Q: 3 clusters Score -167040.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -167047.578125 Penalty: 2634.322998
	Iteration 62Q: 3 clusters Score -167047.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -167052.593750 Penalty: 2634.322998
	Iteration 63Q: 3 clusters Score -167052.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -167058.187500 Penalty: 2634.322998
	Iteration 64Q: 3 clusters Score -167058.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -167064.187500 Penalty: 2634.322998
	Iteration 65Q: 3 clusters Score -167064.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -167069.234375 Penalty: 2634.322998
	Iteration 66Q: 3 clusters Score -167069.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -167075.703125 Penalty: 2634.322998
	Iteration 67Q: 3 clusters Score -167075.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -167081.125000 Penalty: 2634.322998
	Iteration 68Q: 3 clusters Score -167081.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -167085.140625 Penalty: 2634.322998
	Iteration 69Q: 3 clusters Score -167085.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -167091.328125 Penalty: 2634.322998
	Iteration 70Q: 3 clusters Score -167091.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -167096.687500 Penalty: 2634.322998
	Iteration 71Q: 3 clusters Score -167096.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -167099.468750 Penalty: 2634.322998
	Iteration 72Q: 3 clusters Score -167099.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -167102.890625 Penalty: 2634.322998
	Iteration 73Q: 3 clusters Score -167102.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -167105.718750 Penalty: 2634.322998
	Iteration 74Q: 3 clusters Score -167105.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -167108.984375 Penalty: 2634.322998
	Iteration 75Q: 3 clusters Score -167109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -167112.093750 Penalty: 2634.322998
	Iteration 76Q: 3 clusters Score -167112.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -167114.906250 Penalty: 2634.322998
	Iteration 77Q: 3 clusters Score -167114.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -167116.203125 Penalty: 2634.322998
	Iteration 78Q: 3 clusters Score -167116.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -167118.234375 Penalty: 2634.322998
	Iteration 79Q: 3 clusters Score -167118.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -167119.562500 Penalty: 2634.322998
	Iteration 80F: 3 clusters Score -167119.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -167120.140625 Penalty: 2634.322998
	Iteration 81Q: 3 clusters Score -167120.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -167120.875000 Penalty: 2634.322998
	Iteration 82Q: 3 clusters Score -167120.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -167121.375000 Penalty: 2634.322998
	Iteration 83Q: 3 clusters Score -167121.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -167121.375000 Penalty: 2634.322998
	Iteration 84F: 3 clusters Score -167121.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Entering Unmasked Estep 
Score: -957074.812500 Penalty: 1590.808472
	Iteration 0F: 2 clusters Score -957074.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -944759.250000 Penalty: 3181.616943
	Iteration 0F: 3 clusters Score -944759.2 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -949243.562500 Penalty: 3181.616943
	Iteration 1F: 3 clusters Score -949243.6 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -949691.437500 Penalty: 3181.616943
	Iteration 2F: 3 clusters Score -949691.4 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -950199.250000 Penalty: 3181.616943
	Iteration 3F: 3 clusters Score -950199.2 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -950850.125000 Penalty: 3181.616943
	Iteration 4F: 3 clusters Score -950850.1 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -951648.562500 Penalty: 3181.616943
	Iteration 5F: 3 clusters Score -951648.6 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -952528.437500 Penalty: 3181.616943
	Iteration 6F: 3 clusters Score -952528.4 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -953455.125000 Penalty: 3181.616943
	Iteration 7F: 3 clusters Score -953455.1 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -954254.000000 Penalty: 3181.616943
	Iteration 8F: 3 clusters Score -954254 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -954873.875000 Penalty: 3181.616943
	Iteration 9Q: 3 clusters Score -954873.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -955236.250000 Penalty: 3181.616943
	Iteration 10Q: 3 clusters Score -955236.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -955410.875000 Penalty: 3181.616943
	Iteration 11Q: 3 clusters Score -955410.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -955501.375000 Penalty: 3181.616943
	Iteration 12Q: 3 clusters Score -955501.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -955571.687500 Penalty: 3181.616943
	Iteration 13Q: 3 clusters Score -955571.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -955615.812500 Penalty: 3181.616943
	Iteration 14Q: 3 clusters Score -955615.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -955649.000000 Penalty: 3181.616943
	Iteration 15Q: 3 clusters Score -955649 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -955667.937500 Penalty: 3181.616943
	Iteration 16Q: 3 clusters Score -955667.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -955690.250000 Penalty: 3181.616943
	Iteration 17Q: 3 clusters Score -955690.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -955708.750000 Penalty: 3181.616943
	Iteration 18Q: 3 clusters Score -955708.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -955720.750000 Penalty: 3181.616943
	Iteration 19Q: 3 clusters Score -955720.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -955727.500000 Penalty: 3181.616943
	Iteration 20F: 3 clusters Score -955727.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -955730.812500 Penalty: 3181.616943
	Iteration 21Q: 3 clusters Score -955730.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -955733.312500 Penalty: 3181.616943
	Iteration 22Q: 3 clusters Score -955733.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -955734.437500 Penalty: 3181.616943
	Iteration 23Q: 3 clusters Score -955734.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -955735.250000 Penalty: 3181.616943
	Iteration 24Q: 3 clusters Score -955735.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -955735.250000 Penalty: 3181.616943
	Iteration 25F: 3 clusters Score -955735.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Entering Unmasked Estep 
Score: -389415.906250 Penalty: 1436.852783
	Iteration 0F: 2 clusters Score -389415.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -384186.375000 Penalty: 2873.705566
	Iteration 0F: 3 clusters Score -384186.4 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -385730.843750 Penalty: 2873.705566
	Iteration 1F: 3 clusters Score -385730.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -385877.812500 Penalty: 2873.705566
	Iteration 2F: 3 clusters Score -385877.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -385983.687500 Penalty: 2873.705566
	Iteration 3Q: 3 clusters Score -385983.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -386080.281250 Penalty: 2873.705566
	Iteration 4Q: 3 clusters Score -386080.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -386196.781250 Penalty: 2873.705566
	Iteration 5Q: 3 clusters Score -386196.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -386317.281250 Penalty: 2873.705566
	Iteration 6Q: 3 clusters Score -386317.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -386436.343750 Penalty: 2873.705566
	Iteration 7Q: 3 clusters Score -386436.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -386571.875000 Penalty: 2873.705566
	Iteration 8Q: 3 clusters Score -386571.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -386732.531250 Penalty: 2873.705566
	Iteration 9Q: 3 clusters Score -386732.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -386911.312500 Penalty: 2873.705566
	Iteration 10Q: 3 clusters Score -386911.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -387117.718750 Penalty: 2873.705566
	Iteration 11Q: 3 clusters Score -387117.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -387324.593750 Penalty: 2873.705566
	Iteration 12Q: 3 clusters Score -387324.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -387469.531250 Penalty: 2873.705566
	Iteration 13Q: 3 clusters Score -387469.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -387564.343750 Penalty: 2873.705566
	Iteration 14Q: 3 clusters Score -387564.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -387616.625000 Penalty: 2873.705566
	Iteration 15Q: 3 clusters Score -387616.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -387653.906250 Penalty: 2873.705566
	Iteration 16Q: 3 clusters Score -387653.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -387680.437500 Penalty: 2873.705566
	Iteration 17Q: 3 clusters Score -387680.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -387699.500000 Penalty: 2873.705566
	Iteration 18Q: 3 clusters Score -387699.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -387714.968750 Penalty: 2873.705566
	Iteration 19Q: 3 clusters Score -387715 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -387723.500000 Penalty: 2873.705566
	Iteration 20F: 3 clusters Score -387723.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -387730.906250 Penalty: 2873.705566
	Iteration 21Q: 3 clusters Score -387730.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -387737.562500 Penalty: 2873.705566
	Iteration 22Q: 3 clusters Score -387737.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -387744.062500 Penalty: 2873.705566
	Iteration 23Q: 3 clusters Score -387744.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -387748.468750 Penalty: 2873.705566
	Iteration 24Q: 3 clusters Score -387748.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -387751.281250 Penalty: 2873.705566
	Iteration 25Q: 3 clusters Score -387751.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -387755.843750 Penalty: 2873.705566
	Iteration 26Q: 3 clusters Score -387755.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -387761.187500 Penalty: 2873.705566
	Iteration 27Q: 3 clusters Score -387761.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -387765.718750 Penalty: 2873.705566
	Iteration 28Q: 3 clusters Score -387765.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -387771.500000 Penalty: 2873.705566
	Iteration 29Q: 3 clusters Score -387771.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -387776.343750 Penalty: 2873.705566
	Iteration 30Q: 3 clusters Score -387776.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -387780.656250 Penalty: 2873.705566
	Iteration 31Q: 3 clusters Score -387780.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -387783.562500 Penalty: 2873.705566
	Iteration 32Q: 3 clusters Score -387783.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -387784.750000 Penalty: 2873.705566
	Iteration 33Q: 3 clusters Score -387784.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -387784.718750 Penalty: 2873.705566
	Iteration 34Q: 3 clusters Score -387784.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -387785.343750 Penalty: 2873.705566
	Iteration 35Q: 3 clusters Score -387785.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -387785.625000 Penalty: 2873.705566
	Iteration 36Q: 3 clusters Score -387785.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -387787.062500 Penalty: 2873.705566
	Iteration 37Q: 3 clusters Score -387787.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -387787.750000 Penalty: 2873.705566
	Iteration 38Q: 3 clusters Score -387787.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -387789.093750 Penalty: 2873.705566
	Iteration 39Q: 3 clusters Score -387789.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -387789.812500 Penalty: 2873.705566
	Iteration 40F: 3 clusters Score -387789.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -387790.343750 Penalty: 2873.705566
	Iteration 41Q: 3 clusters Score -387790.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -387791.312500 Penalty: 2873.705566
	Iteration 42Q: 3 clusters Score -387791.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -387792.875000 Penalty: 2873.705566
	Iteration 43Q: 3 clusters Score -387792.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -387792.062500 Penalty: 2873.705566
	Iteration 44Q: 3 clusters Score -387792.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -387792.531250 Penalty: 2873.705566
	Iteration 45Q: 3 clusters Score -387792.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -387793.656250 Penalty: 2873.705566
	Iteration 46Q: 3 clusters Score -387793.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -387793.406250 Penalty: 2873.705566
	Iteration 47Q: 3 clusters Score -387793.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -387794.062500 Penalty: 2873.705566
	Iteration 48Q: 3 clusters Score -387794.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -387794.968750 Penalty: 2873.705566
	Iteration 49Q: 3 clusters Score -387795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -387795.437500 Penalty: 2873.705566
	Iteration 50Q: 3 clusters Score -387795.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -387795.625000 Penalty: 2873.705566
	Iteration 51Q: 3 clusters Score -387795.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -387796.406250 Penalty: 2873.705566
	Iteration 52Q: 3 clusters Score -387796.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -387796.781250 Penalty: 2873.705566
	Iteration 53Q: 3 clusters Score -387796.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -387796.593750 Penalty: 2873.705566
	Iteration 54Q: 3 clusters Score -387796.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -387797.687500 Penalty: 2873.705566
	Iteration 55Q: 3 clusters Score -387797.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -387797.312500 Penalty: 2873.705566
	Iteration 56Q: 3 clusters Score -387797.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -387799.468750 Penalty: 2873.705566
	Iteration 57Q: 3 clusters Score -387799.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -387799.437500 Penalty: 2873.705566
	Iteration 58Q: 3 clusters Score -387799.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -387799.687500 Penalty: 2873.705566
	Iteration 59Q: 3 clusters Score -387799.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -387799.687500 Penalty: 2873.705566
	Iteration 60F: 3 clusters Score -387799.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Entering Unmasked Estep 
Score: -326550.468750 Penalty: 1422.499878
	Iteration 0F: 2 clusters Score -326550.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -321766.156250 Penalty: 2844.999756
	Iteration 0F: 3 clusters Score -321766.2 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -323130.125000 Penalty: 2844.999756
	Iteration 1F: 3 clusters Score -323130.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -323305.406250 Penalty: 2844.999756
	Iteration 2F: 3 clusters Score -323305.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -323440.687500 Penalty: 2844.999756
	Iteration 3Q: 3 clusters Score -323440.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -323537.750000 Penalty: 2844.999756
	Iteration 4Q: 3 clusters Score -323537.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -323626.312500 Penalty: 2844.999756
	Iteration 5Q: 3 clusters Score -323626.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -323690.250000 Penalty: 2844.999756
	Iteration 6Q: 3 clusters Score -323690.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -323769.437500 Penalty: 2844.999756
	Iteration 7Q: 3 clusters Score -323769.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -323846.406250 Penalty: 2844.999756
	Iteration 8Q: 3 clusters Score -323846.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -323940.187500 Penalty: 2844.999756
	Iteration 9Q: 3 clusters Score -323940.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -324087.343750 Penalty: 2844.999756
	Iteration 10Q: 3 clusters Score -324087.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -324286.187500 Penalty: 2844.999756
	Iteration 11Q: 3 clusters Score -324286.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -324572.062500 Penalty: 2844.999756
	Iteration 12F: 3 clusters Score -324572.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -324828.375000 Penalty: 2844.999756
	Iteration 13Q: 3 clusters Score -324828.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -325053.000000 Penalty: 2844.999756
	Iteration 14Q: 3 clusters Score -325053 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -325225.468750 Penalty: 2844.999756
	Iteration 15Q: 3 clusters Score -325225.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -325361.500000 Penalty: 2844.999756
	Iteration 16Q: 3 clusters Score -325361.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -325438.750000 Penalty: 2844.999756
	Iteration 17Q: 3 clusters Score -325438.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -325497.593750 Penalty: 2844.999756
	Iteration 18Q: 3 clusters Score -325497.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -325521.375000 Penalty: 2844.999756
	Iteration 19Q: 3 clusters Score -325521.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -325539.625000 Penalty: 2844.999756
	Iteration 20F: 3 clusters Score -325539.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -325549.187500 Penalty: 2844.999756
	Iteration 21Q: 3 clusters Score -325549.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -325557.781250 Penalty: 2844.999756
	Iteration 22Q: 3 clusters Score -325557.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -325565.437500 Penalty: 2844.999756
	Iteration 23Q: 3 clusters Score -325565.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -325569.843750 Penalty: 2844.999756
	Iteration 24Q: 3 clusters Score -325569.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -325572.437500 Penalty: 2844.999756
	Iteration 25Q: 3 clusters Score -325572.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -325573.406250 Penalty: 2844.999756
	Iteration 26Q: 3 clusters Score -325573.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -325574.843750 Penalty: 2844.999756
	Iteration 27Q: 3 clusters Score -325574.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -325575.593750 Penalty: 2844.999756
	Iteration 28Q: 3 clusters Score -325575.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -325576.718750 Penalty: 2844.999756
	Iteration 29Q: 3 clusters Score -325576.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -325579.218750 Penalty: 2844.999756
	Iteration 30Q: 3 clusters Score -325579.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -325583.781250 Penalty: 2844.999756
	Iteration 31Q: 3 clusters Score -325583.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -325586.187500 Penalty: 2844.999756
	Iteration 32Q: 3 clusters Score -325586.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -325586.843750 Penalty: 2844.999756
	Iteration 33Q: 3 clusters Score -325586.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -325586.468750 Penalty: 2844.999756
	Iteration 34Q: 3 clusters Score -325586.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -325587.000000 Penalty: 2844.999756
	Iteration 35Q: 3 clusters Score -325587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -325589.437500 Penalty: 2844.999756
	Iteration 36Q: 3 clusters Score -325589.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -325590.156250 Penalty: 2844.999756
	Iteration 37Q: 3 clusters Score -325590.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -325590.156250 Penalty: 2844.999756
	Iteration 38F: 3 clusters Score -325590.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Entering Unmasked Estep 
Score: -545828.750000 Penalty: 1497.700806
	Iteration 0F: 2 clusters Score -545828.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -538506.187500 Penalty: 2995.401611
	Iteration 0F: 3 clusters Score -538506.2 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -540902.625000 Penalty: 2995.401611
	Iteration 1F: 3 clusters Score -540902.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -541131.125000 Penalty: 2995.401611
	Iteration 2F: 3 clusters Score -541131.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -541306.437500 Penalty: 2995.401611
	Iteration 3Q: 3 clusters Score -541306.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -541452.187500 Penalty: 2995.401611
	Iteration 4Q: 3 clusters Score -541452.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -541593.437500 Penalty: 2995.401611
	Iteration 5Q: 3 clusters Score -541593.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -541710.750000 Penalty: 2995.401611
	Iteration 6Q: 3 clusters Score -541710.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -541834.375000 Penalty: 2995.401611
	Iteration 7Q: 3 clusters Score -541834.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -541950.437500 Penalty: 2995.401611
	Iteration 8Q: 3 clusters Score -541950.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -542087.625000 Penalty: 2995.401611
	Iteration 9Q: 3 clusters Score -542087.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -542257.250000 Penalty: 2995.401611
	Iteration 10Q: 3 clusters Score -542257.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -542476.500000 Penalty: 2995.401611
	Iteration 11Q: 3 clusters Score -542476.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -542750.375000 Penalty: 2995.401611
	Iteration 12Q: 3 clusters Score -542750.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -543029.500000 Penalty: 2995.401611
	Iteration 13Q: 3 clusters Score -543029.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -543287.750000 Penalty: 2995.401611
	Iteration 14Q: 3 clusters Score -543287.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -543524.375000 Penalty: 2995.401611
	Iteration 15Q: 3 clusters Score -543524.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -543721.875000 Penalty: 2995.401611
	Iteration 16Q: 3 clusters Score -543721.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -543904.437500 Penalty: 2995.401611
	Iteration 17Q: 3 clusters Score -543904.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -544043.125000 Penalty: 2995.401611
	Iteration 18Q: 3 clusters Score -544043.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -544164.062500 Penalty: 2995.401611
	Iteration 19Q: 3 clusters Score -544164.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -544248.875000 Penalty: 2995.401611
	Iteration 20F: 3 clusters Score -544248.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -544306.875000 Penalty: 2995.401611
	Iteration 21Q: 3 clusters Score -544306.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -544357.187500 Penalty: 2995.401611
	Iteration 22Q: 3 clusters Score -544357.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -544391.500000 Penalty: 2995.401611
	Iteration 23Q: 3 clusters Score -544391.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -544421.625000 Penalty: 2995.401611
	Iteration 24Q: 3 clusters Score -544421.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -544443.937500 Penalty: 2995.401611
	Iteration 25Q: 3 clusters Score -544443.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -544456.875000 Penalty: 2995.401611
	Iteration 26Q: 3 clusters Score -544456.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -544477.562500 Penalty: 2995.401611
	Iteration 27Q: 3 clusters Score -544477.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -544489.812500 Penalty: 2995.401611
	Iteration 28Q: 3 clusters Score -544489.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -544496.812500 Penalty: 2995.401611
	Iteration 29Q: 3 clusters Score -544496.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -544503.437500 Penalty: 2995.401611
	Iteration 30Q: 3 clusters Score -544503.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -544509.312500 Penalty: 2995.401611
	Iteration 31Q: 3 clusters Score -544509.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -544512.500000 Penalty: 2995.401611
	Iteration 32Q: 3 clusters Score -544512.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -544514.187500 Penalty: 2995.401611
	Iteration 33Q: 3 clusters Score -544514.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -544517.437500 Penalty: 2995.401611
	Iteration 34Q: 3 clusters Score -544517.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -544522.750000 Penalty: 2995.401611
	Iteration 35Q: 3 clusters Score -544522.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -544523.750000 Penalty: 2995.401611
	Iteration 36Q: 3 clusters Score -544523.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -544525.625000 Penalty: 2995.401611
	Iteration 37Q: 3 clusters Score -544525.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -544525.562500 Penalty: 2995.401611
	Iteration 38Q: 3 clusters Score -544525.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -544525.562500 Penalty: 2995.401611
	Iteration 39F: 3 clusters Score -544525.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (322753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322753 members 
Entering Unmasked Estep 
Score: -16362682.000000 Penalty: 2061.254395
	Iteration 0F: 2 clusters Score -1.636268e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161125 members 
Mstep: Class 2 contains 161628 members 
Entering Unmasked Estep 
Score: -16144433.000000 Penalty: 4122.508789
	Iteration 0F: 3 clusters Score -1.614443e+07 nChanged 157392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153705 members 
Mstep: Class 2 contains 169048 members 
Entering Unmasked Estep 
Score: -16240433.000000 Penalty: 4122.508789
	Iteration 1F: 3 clusters Score -1.624043e+07 nChanged 10957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149432 members 
Mstep: Class 2 contains 173321 members 
Entering Unmasked Estep 
Score: -16244018.000000 Penalty: 4122.508789
	Iteration 2Q: 3 clusters Score -1.624402e+07 nChanged 13585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143075 members 
Mstep: Class 2 contains 179678 members 
Entering Unmasked Estep 
Score: -16250037.000000 Penalty: 4122.508789
	Iteration 3Q: 3 clusters Score -1.625004e+07 nChanged 16941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134154 members 
Mstep: Class 2 contains 188599 members 
Entering Unmasked Estep 
Score: -16259547.000000 Penalty: 4122.508789
	Iteration 4F: 3 clusters Score -1.625955e+07 nChanged 20172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123234 members 
Mstep: Class 2 contains 199519 members 
Entering Unmasked Estep 
Score: -16273744.000000 Penalty: 4122.508789
	Iteration 5F: 3 clusters Score -1.627374e+07 nChanged 21851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112363 members 
Mstep: Class 2 contains 210390 members 
Entering Unmasked Estep 
Score: -16290555.000000 Penalty: 4122.508789
	Iteration 6F: 3 clusters Score -1.629056e+07 nChanged 20648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103749 members 
Mstep: Class 2 contains 219004 members 
Entering Unmasked Estep 
Score: -16305446.000000 Penalty: 4122.508789
	Iteration 7F: 3 clusters Score -1.630545e+07 nChanged 16438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97661 members 
Mstep: Class 2 contains 225092 members 
Entering Unmasked Estep 
Score: -16314953.000000 Penalty: 4122.508789
	Iteration 8F: 3 clusters Score -1.631495e+07 nChanged 11237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93048 members 
Mstep: Class 2 contains 229705 members 
Entering Unmasked Estep 
Score: -16319328.000000 Penalty: 4122.508789
	Iteration 9Q: 3 clusters Score -1.631933e+07 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88809 members 
Mstep: Class 2 contains 233944 members 
Entering Unmasked Estep 
Score: -16321844.000000 Penalty: 4122.508789
	Iteration 10Q: 3 clusters Score -1.632184e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84642 members 
Mstep: Class 2 contains 238111 members 
Entering Unmasked Estep 
Score: -16323590.000000 Penalty: 4122.508789
	Iteration 11Q: 3 clusters Score -1.632359e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80479 members 
Mstep: Class 2 contains 242274 members 
Entering Unmasked Estep 
Score: -16324910.000000 Penalty: 4122.508789
	Iteration 12Q: 3 clusters Score -1.632491e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76276 members 
Mstep: Class 2 contains 246477 members 
Entering Unmasked Estep 
Score: -16326236.000000 Penalty: 4122.508789
	Iteration 13Q: 3 clusters Score -1.632624e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72033 members 
Mstep: Class 2 contains 250720 members 
Entering Unmasked Estep 
Score: -16327667.000000 Penalty: 4122.508789
	Iteration 14Q: 3 clusters Score -1.632767e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67610 members 
Mstep: Class 2 contains 255143 members 
Entering Unmasked Estep 
Score: -16329116.000000 Penalty: 4122.508789
	Iteration 15Q: 3 clusters Score -1.632912e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63020 members 
Mstep: Class 2 contains 259733 members 
Entering Unmasked Estep 
Score: -16330573.000000 Penalty: 4122.508789
	Iteration 16Q: 3 clusters Score -1.633057e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58336 members 
Mstep: Class 2 contains 264417 members 
Entering Unmasked Estep 
Score: -16332201.000000 Penalty: 4122.508789
	Iteration 17Q: 3 clusters Score -1.63322e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53623 members 
Mstep: Class 2 contains 269130 members 
Entering Unmasked Estep 
Score: -16333837.000000 Penalty: 4122.508789
	Iteration 18Q: 3 clusters Score -1.633384e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48763 members 
Mstep: Class 2 contains 273990 members 
Entering Unmasked Estep 
Score: -16335549.000000 Penalty: 4122.508789
	Iteration 19Q: 3 clusters Score -1.633555e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 279023 members 
Entering Unmasked Estep 
Score: -16337671.000000 Penalty: 4122.508789
	Iteration 20F: 3 clusters Score -1.633767e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 284179 members 
Entering Unmasked Estep 
Score: -16339781.000000 Penalty: 4122.508789
	Iteration 21Q: 3 clusters Score -1.633978e+07 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 289356 members 
Entering Unmasked Estep 
Score: -16341998.000000 Penalty: 4122.508789
	Iteration 22Q: 3 clusters Score -1.6342e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 294489 members 
Entering Unmasked Estep 
Score: -16344437.000000 Penalty: 4122.508789
	Iteration 23Q: 3 clusters Score -1.634444e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 299492 members 
Entering Unmasked Estep 
Score: -16347139.000000 Penalty: 4122.508789
	Iteration 24Q: 3 clusters Score -1.634714e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 304301 members 
Entering Unmasked Estep 
Score: -16349877.000000 Penalty: 4122.508789
	Iteration 25Q: 3 clusters Score -1.634988e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 308767 members 
Entering Unmasked Estep 
Score: -16352593.000000 Penalty: 4122.508789
	Iteration 26Q: 3 clusters Score -1.635259e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 312619 members 
Entering Unmasked Estep 
Score: -16354977.000000 Penalty: 4122.508789
	Iteration 27Q: 3 clusters Score -1.635498e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 315693 members 
Entering Unmasked Estep 
Score: -16356799.000000 Penalty: 4122.508789
	Iteration 28Q: 3 clusters Score -1.63568e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 317957 members 
Entering Unmasked Estep 
Score: -16358213.000000 Penalty: 4122.508789
	Iteration 29Q: 3 clusters Score -1.635821e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 319525 members 
Entering Unmasked Estep 
Score: -16359212.000000 Penalty: 4122.508789
	Iteration 30Q: 3 clusters Score -1.635921e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 320495 members 
Entering Unmasked Estep 
Score: -16359823.000000 Penalty: 4122.508789
	Iteration 31Q: 3 clusters Score -1.635982e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 321089 members 
Entering Unmasked Estep 
Score: -16360197.000000 Penalty: 4122.508789
	Iteration 32Q: 3 clusters Score -1.63602e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 321454 members 
Entering Unmasked Estep 
Score: -16360409.000000 Penalty: 4122.508789
	Iteration 33Q: 3 clusters Score -1.636041e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 321695 members 
Entering Unmasked Estep 
Score: -16360600.000000 Penalty: 4122.508789
	Iteration 34Q: 3 clusters Score -1.63606e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 321831 members 
Entering Unmasked Estep 
Score: -16360696.000000 Penalty: 4122.508789
	Iteration 35Q: 3 clusters Score -1.63607e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 321932 members 
Entering Unmasked Estep 
Score: -16360741.000000 Penalty: 4122.508789
	Iteration 36Q: 3 clusters Score -1.636074e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 321996 members 
Entering Unmasked Estep 
Score: -16360783.000000 Penalty: 4122.508789
	Iteration 37Q: 3 clusters Score -1.636078e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 322040 members 
Entering Unmasked Estep 
Score: -16360808.000000 Penalty: 4122.508789
	Iteration 38Q: 3 clusters Score -1.636081e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 322066 members 
Entering Unmasked Estep 
Score: -16360799.000000 Penalty: 4122.508789
	Iteration 39Q: 3 clusters Score -1.63608e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 322094 members 
Entering Unmasked Estep 
Score: -16360831.000000 Penalty: 4122.508789
	Iteration 40F: 3 clusters Score -1.636083e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 322120 members 
Entering Unmasked Estep 
Score: -16360839.000000 Penalty: 4122.508789
	Iteration 41Q: 3 clusters Score -1.636084e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 322142 members 
Entering Unmasked Estep 
Score: -16360859.000000 Penalty: 4122.508789
	Iteration 42Q: 3 clusters Score -1.636086e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 322163 members 
Entering Unmasked Estep 
Score: -16360869.000000 Penalty: 4122.508789
	Iteration 43Q: 3 clusters Score -1.636087e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 322185 members 
Entering Unmasked Estep 
Score: -16360895.000000 Penalty: 4122.508789
	Iteration 44Q: 3 clusters Score -1.63609e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 322203 members 
Entering Unmasked Estep 
Score: -16360904.000000 Penalty: 4122.508789
	Iteration 45Q: 3 clusters Score -1.63609e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 322216 members 
Entering Unmasked Estep 
Score: -16360913.000000 Penalty: 4122.508789
	Iteration 46Q: 3 clusters Score -1.636091e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 322225 members 
Entering Unmasked Estep 
Score: -16360908.000000 Penalty: 4122.508789
	Iteration 47Q: 3 clusters Score -1.636091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 322230 members 
Entering Unmasked Estep 
Score: -16360913.000000 Penalty: 4122.508789
	Iteration 48Q: 3 clusters Score -1.636091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 322233 members 
Entering Unmasked Estep 
Score: -16360913.000000 Penalty: 4122.508789
	Iteration 49Q: 3 clusters Score -1.636091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 322233 members 
Entering Unmasked Estep 
Score: -16360913.000000 Penalty: 4122.508789
	Iteration 50Q: 3 clusters Score -1.636091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 322234 members 
Entering Unmasked Estep 
Score: -16360912.000000 Penalty: 4122.508789
	Iteration 51Q: 3 clusters Score -1.636091e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 322234 members 
Entering Unmasked Estep 
Score: -16360912.000000 Penalty: 4122.508789
	Iteration 52F: 3 clusters Score -1.636091e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Entering Unmasked Estep 
Score: -159663.328125 Penalty: 1311.369873
	Iteration 0F: 2 clusters Score -159663.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -156828.796875 Penalty: 2622.739746
	Iteration 0F: 3 clusters Score -156828.8 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -157479.468750 Penalty: 2622.739746
	Iteration 1F: 3 clusters Score -157479.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -157595.171875 Penalty: 2622.739746
	Iteration 2F: 3 clusters Score -157595.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -157667.375000 Penalty: 2622.739746
	Iteration 3Q: 3 clusters Score -157667.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -157717.406250 Penalty: 2622.739746
	Iteration 4Q: 3 clusters Score -157717.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -157752.046875 Penalty: 2622.739746
	Iteration 5Q: 3 clusters Score -157752 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -157781.656250 Penalty: 2622.739746
	Iteration 6Q: 3 clusters Score -157781.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -157814.984375 Penalty: 2622.739746
	Iteration 7Q: 3 clusters Score -157815 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -157840.421875 Penalty: 2622.739746
	Iteration 8Q: 3 clusters Score -157840.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -157860.234375 Penalty: 2622.739746
	Iteration 9Q: 3 clusters Score -157860.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -157885.656250 Penalty: 2622.739746
	Iteration 10Q: 3 clusters Score -157885.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -157909.000000 Penalty: 2622.739746
	Iteration 11Q: 3 clusters Score -157909 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -157927.531250 Penalty: 2622.739746
	Iteration 12Q: 3 clusters Score -157927.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -157938.312500 Penalty: 2622.739746
	Iteration 13Q: 3 clusters Score -157938.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -157947.984375 Penalty: 2622.739746
	Iteration 14Q: 3 clusters Score -157948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -157960.562500 Penalty: 2622.739746
	Iteration 15Q: 3 clusters Score -157960.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -157972.609375 Penalty: 2622.739746
	Iteration 16Q: 3 clusters Score -157972.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -157981.703125 Penalty: 2622.739746
	Iteration 17Q: 3 clusters Score -157981.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -157988.781250 Penalty: 2622.739746
	Iteration 18Q: 3 clusters Score -157988.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -157992.265625 Penalty: 2622.739746
	Iteration 19Q: 3 clusters Score -157992.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -157994.265625 Penalty: 2622.739746
	Iteration 20F: 3 clusters Score -157994.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -157994.390625 Penalty: 2622.739746
	Iteration 21Q: 3 clusters Score -157994.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -157994.703125 Penalty: 2622.739746
	Iteration 22Q: 3 clusters Score -157994.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -157996.296875 Penalty: 2622.739746
	Iteration 23Q: 3 clusters Score -157996.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -157996.046875 Penalty: 2622.739746
	Iteration 24Q: 3 clusters Score -157996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -157996.953125 Penalty: 2622.739746
	Iteration 25Q: 3 clusters Score -157997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -157996.859375 Penalty: 2622.739746
	Iteration 26Q: 3 clusters Score -157996.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -157996.859375 Penalty: 2622.739746
	Iteration 27F: 3 clusters Score -157996.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Entering Unmasked Estep 
Score: -99972.968750 Penalty: 1226.811523
	Iteration 0F: 2 clusters Score -99972.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -97923.375000 Penalty: 2453.623047
	Iteration 0F: 3 clusters Score -97923.38 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -98366.828125 Penalty: 2453.623047
	Iteration 1F: 3 clusters Score -98366.83 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -98467.171875 Penalty: 2453.623047
	Iteration 2F: 3 clusters Score -98467.17 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -98523.085938 Penalty: 2453.623047
	Iteration 3Q: 3 clusters Score -98523.09 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -98562.515625 Penalty: 2453.623047
	Iteration 4Q: 3 clusters Score -98562.52 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -98592.960938 Penalty: 2453.623047
	Iteration 5Q: 3 clusters Score -98592.96 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -98609.500000 Penalty: 2453.623047
	Iteration 6Q: 3 clusters Score -98609.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -98619.617188 Penalty: 2453.623047
	Iteration 7Q: 3 clusters Score -98619.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -98626.335938 Penalty: 2453.623047
	Iteration 8Q: 3 clusters Score -98626.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -98628.562500 Penalty: 2453.623047
	Iteration 9Q: 3 clusters Score -98628.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -98632.632812 Penalty: 2453.623047
	Iteration 10Q: 3 clusters Score -98632.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -98635.039062 Penalty: 2453.623047
	Iteration 11Q: 3 clusters Score -98635.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -98636.250000 Penalty: 2453.623047
	Iteration 12Q: 3 clusters Score -98636.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -98637.437500 Penalty: 2453.623047
	Iteration 13Q: 3 clusters Score -98637.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -98638.515625 Penalty: 2453.623047
	Iteration 14Q: 3 clusters Score -98638.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -98638.687500 Penalty: 2453.623047
	Iteration 15Q: 3 clusters Score -98638.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -98639.195312 Penalty: 2453.623047
	Iteration 16Q: 3 clusters Score -98639.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -98639.617188 Penalty: 2453.623047
	Iteration 17Q: 3 clusters Score -98639.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -98640.062500 Penalty: 2453.623047
	Iteration 18Q: 3 clusters Score -98640.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -98640.632812 Penalty: 2453.623047
	Iteration 19Q: 3 clusters Score -98640.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -98641.039062 Penalty: 2453.623047
	Iteration 20F: 3 clusters Score -98641.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -98642.156250 Penalty: 2453.623047
	Iteration 21Q: 3 clusters Score -98642.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -98642.718750 Penalty: 2453.623047
	Iteration 22Q: 3 clusters Score -98642.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -98642.984375 Penalty: 2453.623047
	Iteration 23Q: 3 clusters Score -98642.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -98643.062500 Penalty: 2453.623047
	Iteration 24Q: 3 clusters Score -98643.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -98643.304688 Penalty: 2453.623047
	Iteration 25Q: 3 clusters Score -98643.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -98643.304688 Penalty: 2453.623047
	Iteration 26F: 3 clusters Score -98643.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Entering Unmasked Estep 
Score: -291442.562500 Penalty: 1390.698364
	Iteration 0F: 2 clusters Score -291442.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -287327.312500 Penalty: 2781.396729
	Iteration 0F: 3 clusters Score -287327.3 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -288397.218750 Penalty: 2781.396729
	Iteration 1F: 3 clusters Score -288397.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -288553.125000 Penalty: 2781.396729
	Iteration 2F: 3 clusters Score -288553.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -288658.562500 Penalty: 2781.396729
	Iteration 3Q: 3 clusters Score -288658.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -288739.718750 Penalty: 2781.396729
	Iteration 4Q: 3 clusters Score -288739.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -288816.875000 Penalty: 2781.396729
	Iteration 5Q: 3 clusters Score -288816.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -288907.093750 Penalty: 2781.396729
	Iteration 6Q: 3 clusters Score -288907.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -289010.125000 Penalty: 2781.396729
	Iteration 7Q: 3 clusters Score -289010.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -289125.218750 Penalty: 2781.396729
	Iteration 8Q: 3 clusters Score -289125.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -289248.781250 Penalty: 2781.396729
	Iteration 9Q: 3 clusters Score -289248.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -289384.562500 Penalty: 2781.396729
	Iteration 10Q: 3 clusters Score -289384.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -289537.937500 Penalty: 2781.396729
	Iteration 11Q: 3 clusters Score -289537.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -289700.781250 Penalty: 2781.396729
	Iteration 12Q: 3 clusters Score -289700.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -289838.218750 Penalty: 2781.396729
	Iteration 13Q: 3 clusters Score -289838.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -289947.906250 Penalty: 2781.396729
	Iteration 14Q: 3 clusters Score -289947.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -290026.375000 Penalty: 2781.396729
	Iteration 15Q: 3 clusters Score -290026.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -290083.093750 Penalty: 2781.396729
	Iteration 16Q: 3 clusters Score -290083.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -290137.687500 Penalty: 2781.396729
	Iteration 17Q: 3 clusters Score -290137.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -290167.031250 Penalty: 2781.396729
	Iteration 18Q: 3 clusters Score -290167 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -290181.250000 Penalty: 2781.396729
	Iteration 19Q: 3 clusters Score -290181.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -290194.312500 Penalty: 2781.396729
	Iteration 20F: 3 clusters Score -290194.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -290209.656250 Penalty: 2781.396729
	Iteration 21Q: 3 clusters Score -290209.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -290221.031250 Penalty: 2781.396729
	Iteration 22Q: 3 clusters Score -290221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -290230.406250 Penalty: 2781.396729
	Iteration 23Q: 3 clusters Score -290230.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -290240.000000 Penalty: 2781.396729
	Iteration 24Q: 3 clusters Score -290240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -290241.843750 Penalty: 2781.396729
	Iteration 25Q: 3 clusters Score -290241.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -290242.437500 Penalty: 2781.396729
	Iteration 26Q: 3 clusters Score -290242.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -290243.843750 Penalty: 2781.396729
	Iteration 27Q: 3 clusters Score -290243.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -290244.750000 Penalty: 2781.396729
	Iteration 28Q: 3 clusters Score -290244.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -290246.062500 Penalty: 2781.396729
	Iteration 29Q: 3 clusters Score -290246.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -290246.781250 Penalty: 2781.396729
	Iteration 30Q: 3 clusters Score -290246.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -290246.968750 Penalty: 2781.396729
	Iteration 31Q: 3 clusters Score -290247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -290246.968750 Penalty: 2781.396729
	Iteration 32F: 3 clusters Score -290247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Entering Unmasked Estep 
Score: -108141.476562 Penalty: 1236.843994
	Iteration 0F: 2 clusters Score -108141.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -106044.304688 Penalty: 2473.687988
	Iteration 0F: 3 clusters Score -106044.3 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -106440.242188 Penalty: 2473.687988
	Iteration 1F: 3 clusters Score -106440.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -106525.156250 Penalty: 2473.687988
	Iteration 2F: 3 clusters Score -106525.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -106572.570312 Penalty: 2473.687988
	Iteration 3Q: 3 clusters Score -106572.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -106604.085938 Penalty: 2473.687988
	Iteration 4Q: 3 clusters Score -106604.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -106621.164062 Penalty: 2473.687988
	Iteration 5Q: 3 clusters Score -106621.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -106630.648438 Penalty: 2473.687988
	Iteration 6Q: 3 clusters Score -106630.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -106640.203125 Penalty: 2473.687988
	Iteration 7Q: 3 clusters Score -106640.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -106648.273438 Penalty: 2473.687988
	Iteration 8Q: 3 clusters Score -106648.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -106660.742188 Penalty: 2473.687988
	Iteration 9Q: 3 clusters Score -106660.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -106669.429688 Penalty: 2473.687988
	Iteration 10Q: 3 clusters Score -106669.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -106676.976562 Penalty: 2473.687988
	Iteration 11Q: 3 clusters Score -106677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -106684.898438 Penalty: 2473.687988
	Iteration 12Q: 3 clusters Score -106684.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -106693.890625 Penalty: 2473.687988
	Iteration 13Q: 3 clusters Score -106693.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -106700.500000 Penalty: 2473.687988
	Iteration 14Q: 3 clusters Score -106700.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -106703.070312 Penalty: 2473.687988
	Iteration 15Q: 3 clusters Score -106703.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -106707.609375 Penalty: 2473.687988
	Iteration 16Q: 3 clusters Score -106707.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -106711.859375 Penalty: 2473.687988
	Iteration 17Q: 3 clusters Score -106711.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -106720.085938 Penalty: 2473.687988
	Iteration 18Q: 3 clusters Score -106720.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -106730.421875 Penalty: 2473.687988
	Iteration 19Q: 3 clusters Score -106730.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -106735.695312 Penalty: 2473.687988
	Iteration 20F: 3 clusters Score -106735.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -106740.765625 Penalty: 2473.687988
	Iteration 21Q: 3 clusters Score -106740.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -106747.109375 Penalty: 2473.687988
	Iteration 22Q: 3 clusters Score -106747.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -106751.531250 Penalty: 2473.687988
	Iteration 23Q: 3 clusters Score -106751.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -106752.765625 Penalty: 2473.687988
	Iteration 24Q: 3 clusters Score -106752.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -106755.437500 Penalty: 2473.687988
	Iteration 25Q: 3 clusters Score -106755.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -106758.171875 Penalty: 2473.687988
	Iteration 26Q: 3 clusters Score -106758.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -106761.117188 Penalty: 2473.687988
	Iteration 27Q: 3 clusters Score -106761.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -106763.445312 Penalty: 2473.687988
	Iteration 28Q: 3 clusters Score -106763.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -106767.148438 Penalty: 2473.687988
	Iteration 29Q: 3 clusters Score -106767.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -106768.476562 Penalty: 2473.687988
	Iteration 30Q: 3 clusters Score -106768.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -106769.289062 Penalty: 2473.687988
	Iteration 31Q: 3 clusters Score -106769.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -106769.664062 Penalty: 2473.687988
	Iteration 32Q: 3 clusters Score -106769.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -106770.312500 Penalty: 2473.687988
	Iteration 33Q: 3 clusters Score -106770.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -106771.843750 Penalty: 2473.687988
	Iteration 34Q: 3 clusters Score -106771.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -106773.718750 Penalty: 2473.687988
	Iteration 35Q: 3 clusters Score -106773.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -106774.375000 Penalty: 2473.687988
	Iteration 36Q: 3 clusters Score -106774.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -106776.562500 Penalty: 2473.687988
	Iteration 37Q: 3 clusters Score -106776.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -106779.304688 Penalty: 2473.687988
	Iteration 38Q: 3 clusters Score -106779.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -106783.218750 Penalty: 2473.687988
	Iteration 39Q: 3 clusters Score -106783.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -106785.820312 Penalty: 2473.687988
	Iteration 40F: 3 clusters Score -106785.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -106787.109375 Penalty: 2473.687988
	Iteration 41Q: 3 clusters Score -106787.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -106788.835938 Penalty: 2473.687988
	Iteration 42Q: 3 clusters Score -106788.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -106789.390625 Penalty: 2473.687988
	Iteration 43Q: 3 clusters Score -106789.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -106789.734375 Penalty: 2473.687988
	Iteration 44Q: 3 clusters Score -106789.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -106790.234375 Penalty: 2473.687988
	Iteration 45Q: 3 clusters Score -106790.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -106790.468750 Penalty: 2473.687988
	Iteration 46Q: 3 clusters Score -106790.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -106790.468750 Penalty: 2473.687988
	Iteration 47F: 3 clusters Score -106790.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (23149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Entering Unmasked Estep 
Score: -1265569.625000 Penalty: 1633.077271
	Iteration 0F: 2 clusters Score -1265570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1249860.000000 Penalty: 3266.154541
	Iteration 0F: 3 clusters Score -1249860 nChanged 10583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1255666.750000 Penalty: 3266.154541
	Iteration 1F: 3 clusters Score -1255667 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1255918.500000 Penalty: 3266.154541
	Iteration 2Q: 3 clusters Score -1255918 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1256138.125000 Penalty: 3266.154541
	Iteration 3Q: 3 clusters Score -1256138 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1256360.375000 Penalty: 3266.154541
	Iteration 4Q: 3 clusters Score -1256360 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1256636.375000 Penalty: 3266.154541
	Iteration 5Q: 3 clusters Score -1256636 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1257028.000000 Penalty: 3266.154541
	Iteration 6Q: 3 clusters Score -1257028 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1257590.625000 Penalty: 3266.154541
	Iteration 7Q: 3 clusters Score -1257591 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -1258355.125000 Penalty: 3266.154541
	Iteration 8F: 3 clusters Score -1258355 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -1259462.500000 Penalty: 3266.154541
	Iteration 9F: 3 clusters Score -1259462 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -1260873.750000 Penalty: 3266.154541
	Iteration 10F: 3 clusters Score -1260874 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -1262256.250000 Penalty: 3266.154541
	Iteration 11F: 3 clusters Score -1262256 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -1263199.750000 Penalty: 3266.154541
	Iteration 12Q: 3 clusters Score -1263200 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -1263691.000000 Penalty: 3266.154541
	Iteration 13Q: 3 clusters Score -1263691 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -1263890.625000 Penalty: 3266.154541
	Iteration 14Q: 3 clusters Score -1263891 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -1263991.125000 Penalty: 3266.154541
	Iteration 15Q: 3 clusters Score -1263991 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -1264035.875000 Penalty: 3266.154541
	Iteration 16Q: 3 clusters Score -1264036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -1264068.000000 Penalty: 3266.154541
	Iteration 17Q: 3 clusters Score -1264068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -1264091.875000 Penalty: 3266.154541
	Iteration 18Q: 3 clusters Score -1264092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -1264106.375000 Penalty: 3266.154541
	Iteration 19Q: 3 clusters Score -1264106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -1264126.500000 Penalty: 3266.154541
	Iteration 20F: 3 clusters Score -1264126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -1264132.875000 Penalty: 3266.154541
	Iteration 21Q: 3 clusters Score -1264133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -1264141.000000 Penalty: 3266.154541
	Iteration 22Q: 3 clusters Score -1264141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -1264150.250000 Penalty: 3266.154541
	Iteration 23Q: 3 clusters Score -1264150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -1264154.250000 Penalty: 3266.154541
	Iteration 24Q: 3 clusters Score -1264154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -1264156.250000 Penalty: 3266.154541
	Iteration 25Q: 3 clusters Score -1264156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -1264156.875000 Penalty: 3266.154541
	Iteration 26Q: 3 clusters Score -1264157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -1264157.625000 Penalty: 3266.154541
	Iteration 27Q: 3 clusters Score -1264158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -1264159.500000 Penalty: 3266.154541
	Iteration 28Q: 3 clusters Score -1264160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -1264159.750000 Penalty: 3266.154541
	Iteration 29Q: 3 clusters Score -1264160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -1264159.750000 Penalty: 3266.154541
	Iteration 30F: 3 clusters Score -1264160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Entering Unmasked Estep 
Score: -57527.468750 Penalty: 1154.556885
	Iteration 0F: 2 clusters Score -57527.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -55923.187500 Penalty: 2309.113770
	Iteration 0F: 3 clusters Score -55923.19 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -56225.582031 Penalty: 2309.113770
	Iteration 1F: 3 clusters Score -56225.58 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -56312.109375 Penalty: 2309.113770
	Iteration 2F: 3 clusters Score -56312.11 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -56357.691406 Penalty: 2309.113770
	Iteration 3Q: 3 clusters Score -56357.69 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -56392.484375 Penalty: 2309.113770
	Iteration 4Q: 3 clusters Score -56392.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -56417.707031 Penalty: 2309.113770
	Iteration 5Q: 3 clusters Score -56417.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -56426.847656 Penalty: 2309.113770
	Iteration 6Q: 3 clusters Score -56426.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -56431.656250 Penalty: 2309.113770
	Iteration 7Q: 3 clusters Score -56431.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -56436.187500 Penalty: 2309.113770
	Iteration 8Q: 3 clusters Score -56436.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -56444.253906 Penalty: 2309.113770
	Iteration 9Q: 3 clusters Score -56444.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -56449.066406 Penalty: 2309.113770
	Iteration 10Q: 3 clusters Score -56449.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -56452.933594 Penalty: 2309.113770
	Iteration 11Q: 3 clusters Score -56452.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -56456.886719 Penalty: 2309.113770
	Iteration 12Q: 3 clusters Score -56456.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -56459.582031 Penalty: 2309.113770
	Iteration 13Q: 3 clusters Score -56459.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -56464.449219 Penalty: 2309.113770
	Iteration 14Q: 3 clusters Score -56464.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -56467.652344 Penalty: 2309.113770
	Iteration 15Q: 3 clusters Score -56467.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -56467.652344 Penalty: 2309.113770
	Iteration 16F: 3 clusters Score -56467.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Entering Unmasked Estep 
Score: -722589.500000 Penalty: 1547.290527
	Iteration 0F: 2 clusters Score -722589.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -713034.125000 Penalty: 3094.581055
	Iteration 0F: 3 clusters Score -713034.1 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -716421.062500 Penalty: 3094.581055
	Iteration 1F: 3 clusters Score -716421.1 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -716691.062500 Penalty: 3094.581055
	Iteration 2F: 3 clusters Score -716691.1 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -716931.625000 Penalty: 3094.581055
	Iteration 3Q: 3 clusters Score -716931.6 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -717157.125000 Penalty: 3094.581055
	Iteration 4Q: 3 clusters Score -717157.1 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -717399.687500 Penalty: 3094.581055
	Iteration 5Q: 3 clusters Score -717399.7 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -717667.062500 Penalty: 3094.581055
	Iteration 6Q: 3 clusters Score -717667.1 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -718008.187500 Penalty: 3094.581055
	Iteration 7Q: 3 clusters Score -718008.2 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -718312.062500 Penalty: 3094.581055
	Iteration 8Q: 3 clusters Score -718312.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -718635.250000 Penalty: 3094.581055
	Iteration 9Q: 3 clusters Score -718635.2 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -718926.250000 Penalty: 3094.581055
	Iteration 10Q: 3 clusters Score -718926.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -719130.375000 Penalty: 3094.581055
	Iteration 11Q: 3 clusters Score -719130.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -719268.562500 Penalty: 3094.581055
	Iteration 12Q: 3 clusters Score -719268.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -719362.000000 Penalty: 3094.581055
	Iteration 13Q: 3 clusters Score -719362 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -719435.937500 Penalty: 3094.581055
	Iteration 14Q: 3 clusters Score -719435.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -719486.125000 Penalty: 3094.581055
	Iteration 15Q: 3 clusters Score -719486.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -719518.812500 Penalty: 3094.581055
	Iteration 16Q: 3 clusters Score -719518.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -719543.937500 Penalty: 3094.581055
	Iteration 17Q: 3 clusters Score -719543.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -719561.125000 Penalty: 3094.581055
	Iteration 18Q: 3 clusters Score -719561.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -719573.750000 Penalty: 3094.581055
	Iteration 19Q: 3 clusters Score -719573.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -719582.500000 Penalty: 3094.581055
	Iteration 20F: 3 clusters Score -719582.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -719590.687500 Penalty: 3094.581055
	Iteration 21Q: 3 clusters Score -719590.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -719595.187500 Penalty: 3094.581055
	Iteration 22Q: 3 clusters Score -719595.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -719598.000000 Penalty: 3094.581055
	Iteration 23Q: 3 clusters Score -719598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -719601.750000 Penalty: 3094.581055
	Iteration 24Q: 3 clusters Score -719601.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -719602.937500 Penalty: 3094.581055
	Iteration 25Q: 3 clusters Score -719602.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -719605.125000 Penalty: 3094.581055
	Iteration 26Q: 3 clusters Score -719605.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -719607.500000 Penalty: 3094.581055
	Iteration 27Q: 3 clusters Score -719607.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -719609.812500 Penalty: 3094.581055
	Iteration 28Q: 3 clusters Score -719609.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -719615.625000 Penalty: 3094.581055
	Iteration 29Q: 3 clusters Score -719615.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -719620.625000 Penalty: 3094.581055
	Iteration 30Q: 3 clusters Score -719620.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -719627.062500 Penalty: 3094.581055
	Iteration 31Q: 3 clusters Score -719627.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -719629.437500 Penalty: 3094.581055
	Iteration 32Q: 3 clusters Score -719629.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -719635.062500 Penalty: 3094.581055
	Iteration 33Q: 3 clusters Score -719635.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -719642.187500 Penalty: 3094.581055
	Iteration 34Q: 3 clusters Score -719642.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -719642.437500 Penalty: 3094.581055
	Iteration 35Q: 3 clusters Score -719642.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -719644.937500 Penalty: 3094.581055
	Iteration 36Q: 3 clusters Score -719644.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -719647.500000 Penalty: 3094.581055
	Iteration 37Q: 3 clusters Score -719647.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -719647.875000 Penalty: 3094.581055
	Iteration 38Q: 3 clusters Score -719647.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -719646.562500 Penalty: 3094.581055
	Iteration 39Q: 3 clusters Score -719646.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -719649.375000 Penalty: 3094.581055
	Iteration 40F: 3 clusters Score -719649.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -719653.500000 Penalty: 3094.581055
	Iteration 41Q: 3 clusters Score -719653.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -719654.750000 Penalty: 3094.581055
	Iteration 42Q: 3 clusters Score -719654.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -719654.625000 Penalty: 3094.581055
	Iteration 43Q: 3 clusters Score -719654.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -719656.312500 Penalty: 3094.581055
	Iteration 44Q: 3 clusters Score -719656.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -719658.000000 Penalty: 3094.581055
	Iteration 45Q: 3 clusters Score -719658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -719660.500000 Penalty: 3094.581055
	Iteration 46Q: 3 clusters Score -719660.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -719662.375000 Penalty: 3094.581055
	Iteration 47Q: 3 clusters Score -719662.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -719662.375000 Penalty: 3094.581055
	Iteration 48Q: 3 clusters Score -719662.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -719662.625000 Penalty: 3094.581055
	Iteration 49Q: 3 clusters Score -719662.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -719665.187500 Penalty: 3094.581055
	Iteration 50Q: 3 clusters Score -719665.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -719669.875000 Penalty: 3094.581055
	Iteration 51Q: 3 clusters Score -719669.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -719672.937500 Penalty: 3094.581055
	Iteration 52Q: 3 clusters Score -719672.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -719678.250000 Penalty: 3094.581055
	Iteration 53Q: 3 clusters Score -719678.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -719681.625000 Penalty: 3094.581055
	Iteration 54Q: 3 clusters Score -719681.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -719682.562500 Penalty: 3094.581055
	Iteration 55Q: 3 clusters Score -719682.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -719686.750000 Penalty: 3094.581055
	Iteration 56Q: 3 clusters Score -719686.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -719691.187500 Penalty: 3094.581055
	Iteration 57Q: 3 clusters Score -719691.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -719692.875000 Penalty: 3094.581055
	Iteration 58Q: 3 clusters Score -719692.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -719696.875000 Penalty: 3094.581055
	Iteration 59Q: 3 clusters Score -719696.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -719696.187500 Penalty: 3094.581055
	Iteration 60F: 3 clusters Score -719696.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -719700.812500 Penalty: 3094.581055
	Iteration 61Q: 3 clusters Score -719700.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -719703.312500 Penalty: 3094.581055
	Iteration 62Q: 3 clusters Score -719703.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -719703.625000 Penalty: 3094.581055
	Iteration 63Q: 3 clusters Score -719703.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -719706.562500 Penalty: 3094.581055
	Iteration 64Q: 3 clusters Score -719706.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -719707.812500 Penalty: 3094.581055
	Iteration 65Q: 3 clusters Score -719707.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -719709.375000 Penalty: 3094.581055
	Iteration 66Q: 3 clusters Score -719709.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -719709.750000 Penalty: 3094.581055
	Iteration 67Q: 3 clusters Score -719709.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -719713.062500 Penalty: 3094.581055
	Iteration 68Q: 3 clusters Score -719713.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -719714.062500 Penalty: 3094.581055
	Iteration 69Q: 3 clusters Score -719714.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -719714.375000 Penalty: 3094.581055
	Iteration 70Q: 3 clusters Score -719714.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -719716.500000 Penalty: 3094.581055
	Iteration 71Q: 3 clusters Score -719716.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -719714.812500 Penalty: 3094.581055
	Iteration 72Q: 3 clusters Score -719714.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -719717.812500 Penalty: 3094.581055
	Iteration 73Q: 3 clusters Score -719717.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -719717.000000 Penalty: 3094.581055
	Iteration 74Q: 3 clusters Score -719717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -719718.000000 Penalty: 3094.581055
	Iteration 75Q: 3 clusters Score -719718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -719717.187500 Penalty: 3094.581055
	Iteration 76Q: 3 clusters Score -719717.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -719717.000000 Penalty: 3094.581055
	Iteration 77Q: 3 clusters Score -719717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -719717.000000 Penalty: 3094.581055
	Iteration 78F: 3 clusters Score -719717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Entering Unmasked Estep 
Score: -628574.812500 Penalty: 1526.131348
	Iteration 0F: 2 clusters Score -628574.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -620066.062500 Penalty: 3052.262695
	Iteration 0F: 3 clusters Score -620066.1 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -622903.937500 Penalty: 3052.262695
	Iteration 1F: 3 clusters Score -622903.9 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -623217.000000 Penalty: 3052.262695
	Iteration 2F: 3 clusters Score -623217 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -623509.625000 Penalty: 3052.262695
	Iteration 3F: 3 clusters Score -623509.6 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -623810.375000 Penalty: 3052.262695
	Iteration 4F: 3 clusters Score -623810.4 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -624169.812500 Penalty: 3052.262695
	Iteration 5F: 3 clusters Score -624169.8 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -624587.750000 Penalty: 3052.262695
	Iteration 6F: 3 clusters Score -624587.8 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -625051.250000 Penalty: 3052.262695
	Iteration 7F: 3 clusters Score -625051.2 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -625589.437500 Penalty: 3052.262695
	Iteration 8F: 3 clusters Score -625589.4 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -626112.625000 Penalty: 3052.262695
	Iteration 9F: 3 clusters Score -626112.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -626538.062500 Penalty: 3052.262695
	Iteration 10Q: 3 clusters Score -626538.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -626768.687500 Penalty: 3052.262695
	Iteration 11Q: 3 clusters Score -626768.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -626883.000000 Penalty: 3052.262695
	Iteration 12Q: 3 clusters Score -626883 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -626952.562500 Penalty: 3052.262695
	Iteration 13Q: 3 clusters Score -626952.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -626998.562500 Penalty: 3052.262695
	Iteration 14Q: 3 clusters Score -626998.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -627042.437500 Penalty: 3052.262695
	Iteration 15Q: 3 clusters Score -627042.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -627082.687500 Penalty: 3052.262695
	Iteration 16Q: 3 clusters Score -627082.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -627118.875000 Penalty: 3052.262695
	Iteration 17Q: 3 clusters Score -627118.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -627149.375000 Penalty: 3052.262695
	Iteration 18Q: 3 clusters Score -627149.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -627170.062500 Penalty: 3052.262695
	Iteration 19Q: 3 clusters Score -627170.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -627183.562500 Penalty: 3052.262695
	Iteration 20F: 3 clusters Score -627183.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -627197.312500 Penalty: 3052.262695
	Iteration 21Q: 3 clusters Score -627197.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -627210.562500 Penalty: 3052.262695
	Iteration 22Q: 3 clusters Score -627210.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -627227.062500 Penalty: 3052.262695
	Iteration 23Q: 3 clusters Score -627227.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -627242.437500 Penalty: 3052.262695
	Iteration 24Q: 3 clusters Score -627242.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -627253.750000 Penalty: 3052.262695
	Iteration 25Q: 3 clusters Score -627253.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -627269.500000 Penalty: 3052.262695
	Iteration 26Q: 3 clusters Score -627269.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -627276.250000 Penalty: 3052.262695
	Iteration 27Q: 3 clusters Score -627276.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -627284.062500 Penalty: 3052.262695
	Iteration 28Q: 3 clusters Score -627284.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -627291.687500 Penalty: 3052.262695
	Iteration 29Q: 3 clusters Score -627291.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -627295.625000 Penalty: 3052.262695
	Iteration 30Q: 3 clusters Score -627295.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -627301.812500 Penalty: 3052.262695
	Iteration 31Q: 3 clusters Score -627301.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -627306.250000 Penalty: 3052.262695
	Iteration 32Q: 3 clusters Score -627306.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -627310.062500 Penalty: 3052.262695
	Iteration 33Q: 3 clusters Score -627310.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -627313.625000 Penalty: 3052.262695
	Iteration 34Q: 3 clusters Score -627313.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -627313.250000 Penalty: 3052.262695
	Iteration 35Q: 3 clusters Score -627313.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -627314.875000 Penalty: 3052.262695
	Iteration 36Q: 3 clusters Score -627314.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -627318.562500 Penalty: 3052.262695
	Iteration 37Q: 3 clusters Score -627318.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -627321.875000 Penalty: 3052.262695
	Iteration 38Q: 3 clusters Score -627321.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -627324.500000 Penalty: 3052.262695
	Iteration 39Q: 3 clusters Score -627324.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -627327.875000 Penalty: 3052.262695
	Iteration 40F: 3 clusters Score -627327.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -627331.250000 Penalty: 3052.262695
	Iteration 41Q: 3 clusters Score -627331.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -627334.375000 Penalty: 3052.262695
	Iteration 42Q: 3 clusters Score -627334.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -627338.375000 Penalty: 3052.262695
	Iteration 43Q: 3 clusters Score -627338.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -627342.437500 Penalty: 3052.262695
	Iteration 44Q: 3 clusters Score -627342.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -627345.062500 Penalty: 3052.262695
	Iteration 45Q: 3 clusters Score -627345.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -627346.062500 Penalty: 3052.262695
	Iteration 46Q: 3 clusters Score -627346.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -627351.062500 Penalty: 3052.262695
	Iteration 47Q: 3 clusters Score -627351.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -627354.125000 Penalty: 3052.262695
	Iteration 48Q: 3 clusters Score -627354.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -627358.125000 Penalty: 3052.262695
	Iteration 49Q: 3 clusters Score -627358.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -627361.812500 Penalty: 3052.262695
	Iteration 50Q: 3 clusters Score -627361.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -627365.625000 Penalty: 3052.262695
	Iteration 51Q: 3 clusters Score -627365.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -627370.500000 Penalty: 3052.262695
	Iteration 52Q: 3 clusters Score -627370.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -627378.312500 Penalty: 3052.262695
	Iteration 53Q: 3 clusters Score -627378.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -627382.000000 Penalty: 3052.262695
	Iteration 54Q: 3 clusters Score -627382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -627384.437500 Penalty: 3052.262695
	Iteration 55Q: 3 clusters Score -627384.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -627385.500000 Penalty: 3052.262695
	Iteration 56Q: 3 clusters Score -627385.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -627388.125000 Penalty: 3052.262695
	Iteration 57Q: 3 clusters Score -627388.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -627387.875000 Penalty: 3052.262695
	Iteration 58Q: 3 clusters Score -627387.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -627389.375000 Penalty: 3052.262695
	Iteration 59Q: 3 clusters Score -627389.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -627388.312500 Penalty: 3052.262695
	Iteration 60F: 3 clusters Score -627388.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -627389.437500 Penalty: 3052.262695
	Iteration 61Q: 3 clusters Score -627389.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -627393.250000 Penalty: 3052.262695
	Iteration 62Q: 3 clusters Score -627393.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -627394.187500 Penalty: 3052.262695
	Iteration 63Q: 3 clusters Score -627394.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -627395.312500 Penalty: 3052.262695
	Iteration 64Q: 3 clusters Score -627395.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -627393.937500 Penalty: 3052.262695
	Iteration 65Q: 3 clusters Score -627393.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -627395.000000 Penalty: 3052.262695
	Iteration 66Q: 3 clusters Score -627395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -627395.187500 Penalty: 3052.262695
	Iteration 67Q: 3 clusters Score -627395.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -627395.437500 Penalty: 3052.262695
	Iteration 68Q: 3 clusters Score -627395.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -627396.125000 Penalty: 3052.262695
	Iteration 69Q: 3 clusters Score -627396.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -627396.062500 Penalty: 3052.262695
	Iteration 70Q: 3 clusters Score -627396.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -627395.937500 Penalty: 3052.262695
	Iteration 71Q: 3 clusters Score -627395.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -627398.312500 Penalty: 3052.262695
	Iteration 72Q: 3 clusters Score -627398.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -627397.875000 Penalty: 3052.262695
	Iteration 73Q: 3 clusters Score -627397.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -627397.875000 Penalty: 3052.262695
	Iteration 74F: 3 clusters Score -627397.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Entering Unmasked Estep 
Score: -1102186.250000 Penalty: 1615.658936
	Iteration 0F: 2 clusters Score -1102186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1088017.375000 Penalty: 3231.317871
	Iteration 0F: 3 clusters Score -1088017 nChanged 9445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1093613.125000 Penalty: 3231.317871
	Iteration 1F: 3 clusters Score -1093613 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1094669.875000 Penalty: 3231.317871
	Iteration 2F: 3 clusters Score -1094670 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1096024.250000 Penalty: 3231.317871
	Iteration 3F: 3 clusters Score -1096024 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1097568.125000 Penalty: 3231.317871
	Iteration 4F: 3 clusters Score -1097568 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1098892.250000 Penalty: 3231.317871
	Iteration 5F: 3 clusters Score -1098892 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1099852.625000 Penalty: 3231.317871
	Iteration 6F: 3 clusters Score -1099853 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1100541.250000 Penalty: 3231.317871
	Iteration 7Q: 3 clusters Score -1100541 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1101021.875000 Penalty: 3231.317871
	Iteration 8Q: 3 clusters Score -1101022 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1101264.375000 Penalty: 3231.317871
	Iteration 9Q: 3 clusters Score -1101264 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1101399.000000 Penalty: 3231.317871
	Iteration 10Q: 3 clusters Score -1101399 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1101529.375000 Penalty: 3231.317871
	Iteration 11Q: 3 clusters Score -1101529 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1101606.375000 Penalty: 3231.317871
	Iteration 12Q: 3 clusters Score -1101606 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1101657.750000 Penalty: 3231.317871
	Iteration 13Q: 3 clusters Score -1101658 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1101697.750000 Penalty: 3231.317871
	Iteration 14Q: 3 clusters Score -1101698 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1101726.000000 Penalty: 3231.317871
	Iteration 15Q: 3 clusters Score -1101726 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1101744.375000 Penalty: 3231.317871
	Iteration 16Q: 3 clusters Score -1101744 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1101763.625000 Penalty: 3231.317871
	Iteration 17Q: 3 clusters Score -1101764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1101770.250000 Penalty: 3231.317871
	Iteration 18Q: 3 clusters Score -1101770 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1101777.375000 Penalty: 3231.317871
	Iteration 19Q: 3 clusters Score -1101777 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1101782.625000 Penalty: 3231.317871
	Iteration 20F: 3 clusters Score -1101783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1101789.250000 Penalty: 3231.317871
	Iteration 21Q: 3 clusters Score -1101789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1101791.375000 Penalty: 3231.317871
	Iteration 22Q: 3 clusters Score -1101791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1101791.000000 Penalty: 3231.317871
	Iteration 23Q: 3 clusters Score -1101791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1101792.250000 Penalty: 3231.317871
	Iteration 24Q: 3 clusters Score -1101792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1101791.500000 Penalty: 3231.317871
	Iteration 25Q: 3 clusters Score -1101792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1101794.375000 Penalty: 3231.317871
	Iteration 26Q: 3 clusters Score -1101794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1101795.125000 Penalty: 3231.317871
	Iteration 27Q: 3 clusters Score -1101795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1101794.250000 Penalty: 3231.317871
	Iteration 28Q: 3 clusters Score -1101794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1101795.375000 Penalty: 3231.317871
	Iteration 29Q: 3 clusters Score -1101795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1101794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1101797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1101799.125000 Penalty: 3231.317871
	Iteration 32Q: 3 clusters Score -1101799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1101796.375000 Penalty: 3231.317871
	Iteration 33Q: 3 clusters Score -1101796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1101798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1101798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1101797.125000 Penalty: 3231.317871
	Iteration 36Q: 3 clusters Score -1101797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1101800.750000 Penalty: 3231.317871
	Iteration 37Q: 3 clusters Score -1101801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1101802.500000 Penalty: 3231.317871
	Iteration 38Q: 3 clusters Score -1101802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1101805.875000 Penalty: 3231.317871
	Iteration 39Q: 3 clusters Score -1101806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1101805.500000 Penalty: 3231.317871
	Iteration 40F: 3 clusters Score -1101806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1101807.125000 Penalty: 3231.317871
	Iteration 41Q: 3 clusters Score -1101807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1101807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1101806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1101806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1101807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1101809 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1101808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
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	Iteration 48F: 3 clusters Score -1101808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 3313 members 
Mstep: Class 3 contains 17847 members 
Mstep: Class 5 contains 6920 members 
Mstep: Class 6 contains 6335 members 
Mstep: Class 7 contains 10063 members 
Mstep: Class 8 contains 322753 members 
Mstep: Class 10 contains 3197 members 
Mstep: Class 11 contains 1900 members 
Mstep: Class 12 contains 5209 members 
Mstep: Class 15 contains 2021 members 
Mstep: Class 18 contains 23149 members 
Mstep: Class 19 contains 1218 members 
Mstep: Class 20 contains 13654 members 
Mstep: Class 22 contains 11987 members 
Mstep: Class 23 contains 20796 members 
Entering Unmasked Estep 
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Iteration 159Q: 18 clusters Score -2.315854e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 3314 members 
Mstep: Class 3 contains 17858 members 
Mstep: Class 4 contains 1620 members 
Mstep: Class 5 contains 6837 members 
Mstep: Class 6 contains 6336 members 
Mstep: Class 7 contains 10071 members 
Mstep: Class 8 contains 322499 members 
Mstep: Class 10 contains 3196 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 15 contains 1973 members 
Mstep: Class 18 contains 22819 members 
Mstep: Class 19 contains 1225 members 
Mstep: Class 20 contains 13672 members 
Mstep: Class 22 contains 12002 members 
Mstep: Class 23 contains 20803 members 
Entering Unmasked Estep 
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Iteration 160F: 18 clusters Score -2.315887e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 3317 members 
Mstep: Class 3 contains 17861 members 
Mstep: Class 4 contains 1647 members 
Mstep: Class 5 contains 6744 members 
Mstep: Class 6 contains 6338 members 
Mstep: Class 7 contains 10078 members 
Mstep: Class 8 contains 322478 members 
Mstep: Class 10 contains 3190 members 
Mstep: Class 11 contains 1900 members 
Mstep: Class 12 contains 5234 members 
Mstep: Class 15 contains 1947 members 
Mstep: Class 18 contains 22479 members 
Mstep: Class 19 contains 1228 members 
Mstep: Class 20 contains 13682 members 
Mstep: Class 22 contains 12023 members 
Mstep: Class 23 contains 20805 members 
Entering Unmasked Estep 
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Iteration 161Q: 18 clusters Score -2.315908e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 3320 members 
Mstep: Class 3 contains 17868 members 
Mstep: Class 4 contains 1677 members 
Mstep: Class 5 contains 6629 members 
Mstep: Class 6 contains 6341 members 
Mstep: Class 7 contains 10088 members 
Mstep: Class 8 contains 322607 members 
Mstep: Class 10 contains 3187 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 5240 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 18 contains 22130 members 
Mstep: Class 19 contains 1231 members 
Mstep: Class 20 contains 13687 members 
Mstep: Class 22 contains 12039 members 
Mstep: Class 23 contains 20810 members 
Entering Unmasked Estep 
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Iteration 162Q: 18 clusters Score -2.315919e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 3324 members 
Mstep: Class 3 contains 17876 members 
Mstep: Class 4 contains 1713 members 
Mstep: Class 5 contains 6527 members 
Mstep: Class 6 contains 6343 members 
Mstep: Class 7 contains 10098 members 
Mstep: Class 8 contains 322782 members 
Mstep: Class 10 contains 3187 members 
Mstep: Class 11 contains 1895 members 
Mstep: Class 12 contains 5245 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 18 contains 21792 members 
Mstep: Class 19 contains 1228 members 
Mstep: Class 20 contains 13697 members 
Mstep: Class 22 contains 12054 members 
Mstep: Class 23 contains 20817 members 
Entering Unmasked Estep 
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Iteration 163Q: 18 clusters Score -2.315924e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 3325 members 
Mstep: Class 3 contains 17891 members 
Mstep: Class 4 contains 1753 members 
Mstep: Class 5 contains 6420 members 
Mstep: Class 6 contains 6346 members 
Mstep: Class 7 contains 10107 members 
Mstep: Class 8 contains 323014 members 
Mstep: Class 10 contains 3186 members 
Mstep: Class 11 contains 1895 members 
Mstep: Class 12 contains 5244 members 
Mstep: Class 15 contains 1902 members 
Mstep: Class 18 contains 21437 members 
Mstep: Class 19 contains 1222 members 
Mstep: Class 20 contains 13711 members 
Mstep: Class 22 contains 12070 members 
Mstep: Class 23 contains 20826 members 
Entering Unmasked Estep 
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Iteration 164Q: 18 clusters Score -2.315935e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 3327 members 
Mstep: Class 3 contains 17899 members 
Mstep: Class 4 contains 1796 members 
Mstep: Class 5 contains 6306 members 
Mstep: Class 6 contains 6350 members 
Mstep: Class 7 contains 10115 members 
Mstep: Class 8 contains 323262 members 
Mstep: Class 10 contains 3180 members 
Mstep: Class 11 contains 1895 members 
Mstep: Class 12 contains 5245 members 
Mstep: Class 15 contains 1897 members 
Mstep: Class 18 contains 21119 members 
Mstep: Class 19 contains 1220 members 
Mstep: Class 20 contains 13725 members 
Mstep: Class 22 contains 12095 members 
Mstep: Class 23 contains 20826 members 
Entering Unmasked Estep 
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Iteration 165Q: 18 clusters Score -2.315949e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 3329 members 
Mstep: Class 3 contains 17908 members 
Mstep: Class 4 contains 1840 members 
Mstep: Class 5 contains 6191 members 
Mstep: Class 6 contains 6352 members 
Mstep: Class 7 contains 10130 members 
Mstep: Class 8 contains 323523 members 
Mstep: Class 10 contains 3177 members 
Mstep: Class 11 contains 1896 members 
Mstep: Class 12 contains 5240 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 18 contains 20798 members 
Mstep: Class 19 contains 1219 members 
Mstep: Class 20 contains 13738 members 
Mstep: Class 22 contains 12113 members 
Mstep: Class 23 contains 20834 members 
Entering Unmasked Estep 
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Iteration 166Q: 18 clusters Score -2.315964e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 3332 members 
Mstep: Class 3 contains 17922 members 
Mstep: Class 4 contains 1878 members 
Mstep: Class 5 contains 6081 members 
Mstep: Class 6 contains 6349 members 
Mstep: Class 7 contains 10142 members 
Mstep: Class 8 contains 323774 members 
Mstep: Class 10 contains 3173 members 
Mstep: Class 11 contains 1896 members 
Mstep: Class 12 contains 5242 members 
Mstep: Class 15 contains 1870 members 
Mstep: Class 18 contains 20477 members 
Mstep: Class 19 contains 1221 members 
Mstep: Class 20 contains 13752 members 
Mstep: Class 22 contains 12137 members 
Mstep: Class 23 contains 20842 members 
Entering Unmasked Estep 
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Iteration 167Q: 18 clusters Score -2.315972e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 3336 members 
Mstep: Class 3 contains 17934 members 
Mstep: Class 4 contains 1917 members 
Mstep: Class 5 contains 5953 members 
Mstep: Class 6 contains 6349 members 
Mstep: Class 7 contains 10150 members 
Mstep: Class 8 contains 324020 members 
Mstep: Class 10 contains 3165 members 
Mstep: Class 11 contains 1897 members 
Mstep: Class 12 contains 5245 members 
Mstep: Class 15 contains 1880 members 
Mstep: Class 18 contains 20163 members 
Mstep: Class 19 contains 1221 members 
Mstep: Class 20 contains 13766 members 
Mstep: Class 22 contains 12165 members 
Mstep: Class 23 contains 20846 members 
Entering Unmasked Estep 
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Iteration 168Q: 18 clusters Score -2.315985e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 3340 members 
Mstep: Class 3 contains 17942 members 
Mstep: Class 4 contains 1955 members 
Mstep: Class 5 contains 5840 members 
Mstep: Class 6 contains 6351 members 
Mstep: Class 7 contains 10160 members 
Mstep: Class 8 contains 324292 members 
Mstep: Class 10 contains 3152 members 
Mstep: Class 11 contains 1897 members 
Mstep: Class 12 contains 5253 members 
Mstep: Class 15 contains 1894 members 
Mstep: Class 18 contains 19822 members 
Mstep: Class 19 contains 1223 members 
Mstep: Class 20 contains 13780 members 
Mstep: Class 22 contains 12193 members 
Mstep: Class 23 contains 20852 members 
Entering Unmasked Estep 
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Iteration 169Q: 18 clusters Score -2.315993e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 3341 members 
Mstep: Class 3 contains 17947 members 
Mstep: Class 4 contains 1984 members 
Mstep: Class 5 contains 5718 members 
Mstep: Class 6 contains 6356 members 
Mstep: Class 7 contains 10168 members 
Mstep: Class 8 contains 324581 members 
Mstep: Class 10 contains 3145 members 
Mstep: Class 11 contains 1896 members 
Mstep: Class 12 contains 5254 members 
Mstep: Class 15 contains 1904 members 
Mstep: Class 18 contains 19494 members 
Mstep: Class 19 contains 1224 members 
Mstep: Class 20 contains 13797 members 
Mstep: Class 22 contains 12216 members 
Mstep: Class 23 contains 20861 members 
Entering Unmasked Estep 
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Iteration 170Q: 18 clusters Score -2.315994e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 3342 members 
Mstep: Class 3 contains 17949 members 
Mstep: Class 4 contains 2014 members 
Mstep: Class 5 contains 5600 members 
Mstep: Class 6 contains 6360 members 
Mstep: Class 7 contains 10177 members 
Mstep: Class 8 contains 324923 members 
Mstep: Class 10 contains 3136 members 
Mstep: Class 11 contains 1893 members 
Mstep: Class 12 contains 5257 members 
Mstep: Class 15 contains 1901 members 
Mstep: Class 18 contains 19137 members 
Mstep: Class 19 contains 1227 members 
Mstep: Class 20 contains 13818 members 
Mstep: Class 22 contains 12230 members 
Mstep: Class 23 contains 20867 members 
Entering Unmasked Estep 
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Iteration 171Q: 18 clusters Score -2.316011e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 3342 members 
Mstep: Class 3 contains 17961 members 
Mstep: Class 4 contains 2042 members 
Mstep: Class 5 contains 5489 members 
Mstep: Class 6 contains 6360 members 
Mstep: Class 7 contains 10189 members 
Mstep: Class 8 contains 325200 members 
Mstep: Class 10 contains 3128 members 
Mstep: Class 11 contains 1894 members 
Mstep: Class 12 contains 5268 members 
Mstep: Class 15 contains 1905 members 
Mstep: Class 18 contains 18824 members 
Mstep: Class 19 contains 1226 members 
Mstep: Class 20 contains 13831 members 
Mstep: Class 22 contains 12246 members 
Mstep: Class 23 contains 20877 members 
Entering Unmasked Estep 
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Iteration 172Q: 18 clusters Score -2.316008e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 3342 members 
Mstep: Class 3 contains 17974 members 
Mstep: Class 4 contains 2060 members 
Mstep: Class 5 contains 5371 members 
Mstep: Class 6 contains 6362 members 
Mstep: Class 7 contains 10193 members 
Mstep: Class 8 contains 325487 members 
Mstep: Class 10 contains 3119 members 
Mstep: Class 11 contains 1895 members 
Mstep: Class 12 contains 5279 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 18 contains 18533 members 
Mstep: Class 19 contains 1227 members 
Mstep: Class 20 contains 13850 members 
Mstep: Class 22 contains 12264 members 
Mstep: Class 23 contains 20888 members 
Entering Unmasked Estep 
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Iteration 173Q: 18 clusters Score -2.316017e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 3342 members 
Mstep: Class 3 contains 17985 members 
Mstep: Class 4 contains 2077 members 
Mstep: Class 5 contains 5263 members 
Mstep: Class 6 contains 6364 members 
Mstep: Class 7 contains 10203 members 
Mstep: Class 8 contains 325762 members 
Mstep: Class 10 contains 3116 members 
Mstep: Class 11 contains 1895 members 
Mstep: Class 12 contains 5286 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 18 contains 18245 members 
Mstep: Class 19 contains 1229 members 
Mstep: Class 20 contains 13875 members 
Mstep: Class 22 contains 12277 members 
Mstep: Class 23 contains 20899 members 
Entering Unmasked Estep 
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Iteration 174Q: 18 clusters Score -2.316024e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 3342 members 
Mstep: Class 3 contains 17997 members 
Mstep: Class 4 contains 2089 members 
Mstep: Class 5 contains 5154 members 
Mstep: Class 6 contains 6361 members 
Mstep: Class 7 contains 10208 members 
Mstep: Class 8 contains 326032 members 
Mstep: Class 10 contains 3111 members 
Mstep: Class 11 contains 1895 members 
Mstep: Class 12 contains 5288 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 18 contains 17987 members 
Mstep: Class 19 contains 1230 members 
Mstep: Class 20 contains 13899 members 
Mstep: Class 22 contains 12287 members 
Mstep: Class 23 contains 20908 members 
Entering Unmasked Estep 
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Iteration 175Q: 18 clusters Score -2.31603e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 3342 members 
Mstep: Class 3 contains 18016 members 
Mstep: Class 4 contains 2097 members 
Mstep: Class 5 contains 5062 members 
Mstep: Class 6 contains 6360 members 
Mstep: Class 7 contains 10219 members 
Mstep: Class 8 contains 326253 members 
Mstep: Class 10 contains 3110 members 
Mstep: Class 11 contains 1895 members 
Mstep: Class 12 contains 5295 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 18 contains 17752 members 
Mstep: Class 19 contains 1229 members 
Mstep: Class 20 contains 13922 members 
Mstep: Class 22 contains 12290 members 
Mstep: Class 23 contains 20916 members 
Entering Unmasked Estep 
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Iteration 176Q: 18 clusters Score -2.316037e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 3342 members 
Mstep: Class 3 contains 18036 members 
Mstep: Class 4 contains 2103 members 
Mstep: Class 5 contains 4973 members 
Mstep: Class 6 contains 6358 members 
Mstep: Class 7 contains 10238 members 
Mstep: Class 8 contains 326458 members 
Mstep: Class 10 contains 3104 members 
Mstep: Class 11 contains 1896 members 
Mstep: Class 12 contains 5308 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 18 contains 17528 members 
Mstep: Class 19 contains 1228 members 
Mstep: Class 20 contains 13941 members 
Mstep: Class 22 contains 12295 members 
Mstep: Class 23 contains 20921 members 
Entering Unmasked Estep 
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Iteration 177Q: 18 clusters Score -2.316036e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 3343 members 
Mstep: Class 3 contains 18050 members 
Mstep: Class 4 contains 2109 members 
Mstep: Class 5 contains 4903 members 
Mstep: Class 6 contains 6357 members 
Mstep: Class 7 contains 10243 members 
Mstep: Class 8 contains 326667 members 
Mstep: Class 10 contains 3093 members 
Mstep: Class 11 contains 1896 members 
Mstep: Class 12 contains 5318 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 18 contains 17327 members 
Mstep: Class 19 contains 1228 members 
Mstep: Class 20 contains 13957 members 
Mstep: Class 22 contains 12301 members 
Mstep: Class 23 contains 20926 members 
Entering Unmasked Estep 
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Iteration 178Q: 18 clusters Score -2.31604e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 3342 members 
Mstep: Class 3 contains 18060 members 
Mstep: Class 4 contains 2116 members 
Mstep: Class 5 contains 4847 members 
Mstep: Class 6 contains 6359 members 
Mstep: Class 7 contains 10250 members 
Mstep: Class 8 contains 326821 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 1896 members 
Mstep: Class 12 contains 5325 members 
Mstep: Class 15 contains 1923 members 
Mstep: Class 18 contains 17149 members 
Mstep: Class 19 contains 1227 members 
Mstep: Class 20 contains 13973 members 
Mstep: Class 22 contains 12318 members 
Mstep: Class 23 contains 20932 members 
Entering Unmasked Estep 
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Iteration 179Q: 18 clusters Score -2.316047e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 3342 members 
Mstep: Class 3 contains 18077 members 
Mstep: Class 4 contains 2123 members 
Mstep: Class 5 contains 4796 members 
Mstep: Class 6 contains 6361 members 
Mstep: Class 7 contains 10257 members 
Mstep: Class 8 contains 326933 members 
Mstep: Class 10 contains 3087 members 
Mstep: Class 11 contains 1897 members 
Mstep: Class 12 contains 5332 members 
Mstep: Class 15 contains 1926 members 
Mstep: Class 18 contains 17012 members 
Mstep: Class 19 contains 1225 members 
Mstep: Class 20 contains 13990 members 
Mstep: Class 22 contains 12331 members 
Mstep: Class 23 contains 20929 members 
Entering Unmasked Estep 
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Iteration 180F: 18 clusters Score -2.316052e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 3342 members 
Mstep: Class 3 contains 18093 members 
Mstep: Class 4 contains 2131 members 
Mstep: Class 5 contains 4748 members 
Mstep: Class 6 contains 6362 members 
Mstep: Class 7 contains 10264 members 
Mstep: Class 8 contains 327044 members 
Mstep: Class 10 contains 3083 members 
Mstep: Class 11 contains 1897 members 
Mstep: Class 12 contains 5342 members 
Mstep: Class 15 contains 1931 members 
Mstep: Class 18 contains 16883 members 
Mstep: Class 19 contains 1223 members 
Mstep: Class 20 contains 13995 members 
Mstep: Class 22 contains 12343 members 
Mstep: Class 23 contains 20931 members 
Entering Unmasked Estep 
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Iteration 181Q: 18 clusters Score -2.316045e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 3342 members 
Mstep: Class 3 contains 18119 members 
Mstep: Class 4 contains 2139 members 
Mstep: Class 5 contains 4705 members 
Mstep: Class 6 contains 6362 members 
Mstep: Class 7 contains 10266 members 
Mstep: Class 8 contains 327144 members 
Mstep: Class 10 contains 3082 members 
Mstep: Class 11 contains 1896 members 
Mstep: Class 12 contains 5347 members 
Mstep: Class 15 contains 1933 members 
Mstep: Class 18 contains 16763 members 
Mstep: Class 19 contains 1225 members 
Mstep: Class 20 contains 13999 members 
Mstep: Class 22 contains 12346 members 
Mstep: Class 23 contains 20933 members 
Entering Unmasked Estep 
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Iteration 182Q: 18 clusters Score -2.316048e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 3341 members 
Mstep: Class 3 contains 18135 members 
Mstep: Class 4 contains 2143 members 
Mstep: Class 5 contains 4671 members 
Mstep: Class 6 contains 6361 members 
Mstep: Class 7 contains 10269 members 
Mstep: Class 8 contains 327235 members 
Mstep: Class 10 contains 3082 members 
Mstep: Class 11 contains 1897 members 
Mstep: Class 12 contains 5351 members 
Mstep: Class 15 contains 1935 members 
Mstep: Class 18 contains 16649 members 
Mstep: Class 19 contains 1229 members 
Mstep: Class 20 contains 14007 members 
Mstep: Class 22 contains 12351 members 
Mstep: Class 23 contains 20933 members 
Entering Unmasked Estep 
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Iteration 183Q: 18 clusters Score -2.316054e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 3340 members 
Mstep: Class 3 contains 18146 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 4628 members 
Mstep: Class 6 contains 6359 members 
Mstep: Class 7 contains 10274 members 
Mstep: Class 8 contains 327351 members 
Mstep: Class 10 contains 3081 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 5352 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 18 contains 16519 members 
Mstep: Class 19 contains 1236 members 
Mstep: Class 20 contains 14019 members 
Mstep: Class 22 contains 12353 members 
Mstep: Class 23 contains 20932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160532.000000 Penalty: 36036.289062
Iteration 184Q: 18 clusters Score -2.316053e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 3339 members 
Mstep: Class 3 contains 18157 members 
Mstep: Class 4 contains 2149 members 
Mstep: Class 5 contains 4587 members 
Mstep: Class 6 contains 6362 members 
Mstep: Class 7 contains 10279 members 
Mstep: Class 8 contains 327456 members 
Mstep: Class 10 contains 3083 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 5354 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 18 contains 16388 members 
Mstep: Class 19 contains 1239 members 
Mstep: Class 20 contains 14020 members 
Mstep: Class 22 contains 12365 members 
Mstep: Class 23 contains 20941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160620.000000 Penalty: 36036.289062
Iteration 185Q: 18 clusters Score -2.316062e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 3338 members 
Mstep: Class 3 contains 18167 members 
Mstep: Class 4 contains 2155 members 
Mstep: Class 5 contains 4549 members 
Mstep: Class 6 contains 6362 members 
Mstep: Class 7 contains 10283 members 
Mstep: Class 8 contains 327552 members 
Mstep: Class 10 contains 3082 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 5356 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 18 contains 16276 members 
Mstep: Class 19 contains 1245 members 
Mstep: Class 20 contains 14023 members 
Mstep: Class 22 contains 12371 members 
Mstep: Class 23 contains 20946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160588.000000 Penalty: 36036.289062
Iteration 186Q: 18 clusters Score -2.316059e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 3338 members 
Mstep: Class 3 contains 18175 members 
Mstep: Class 4 contains 2160 members 
Mstep: Class 5 contains 4491 members 
Mstep: Class 6 contains 6359 members 
Mstep: Class 7 contains 10286 members 
Mstep: Class 8 contains 327664 members 
Mstep: Class 10 contains 3079 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1955 members 
Mstep: Class 18 contains 16173 members 
Mstep: Class 19 contains 1247 members 
Mstep: Class 20 contains 14029 members 
Mstep: Class 22 contains 12384 members 
Mstep: Class 23 contains 20953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160610.000000 Penalty: 36036.289062
Iteration 187Q: 18 clusters Score -2.316061e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 3338 members 
Mstep: Class 3 contains 18188 members 
Mstep: Class 4 contains 2164 members 
Mstep: Class 5 contains 4406 members 
Mstep: Class 6 contains 6357 members 
Mstep: Class 7 contains 10287 members 
Mstep: Class 8 contains 327812 members 
Mstep: Class 10 contains 3075 members 
Mstep: Class 11 contains 1900 members 
Mstep: Class 12 contains 5366 members 
Mstep: Class 15 contains 1959 members 
Mstep: Class 18 contains 16063 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 14032 members 
Mstep: Class 22 contains 12396 members 
Mstep: Class 23 contains 20956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160666.000000 Penalty: 36036.289062
Iteration 188Q: 18 clusters Score -2.316067e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 3337 members 
Mstep: Class 3 contains 18200 members 
Mstep: Class 4 contains 2167 members 
Mstep: Class 5 contains 4318 members 
Mstep: Class 6 contains 6357 members 
Mstep: Class 7 contains 10288 members 
Mstep: Class 8 contains 327950 members 
Mstep: Class 10 contains 3070 members 
Mstep: Class 11 contains 1900 members 
Mstep: Class 12 contains 5368 members 
Mstep: Class 15 contains 1963 members 
Mstep: Class 18 contains 15966 members 
Mstep: Class 19 contains 1251 members 
Mstep: Class 20 contains 14031 members 
Mstep: Class 22 contains 12411 members 
Mstep: Class 23 contains 20962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160736.000000 Penalty: 36036.289062
Iteration 189Q: 18 clusters Score -2.316074e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 3336 members 
Mstep: Class 3 contains 18214 members 
Mstep: Class 4 contains 2169 members 
Mstep: Class 5 contains 4234 members 
Mstep: Class 6 contains 6359 members 
Mstep: Class 7 contains 10287 members 
Mstep: Class 8 contains 328086 members 
Mstep: Class 10 contains 3070 members 
Mstep: Class 11 contains 1901 members 
Mstep: Class 12 contains 5369 members 
Mstep: Class 15 contains 1965 members 
Mstep: Class 18 contains 15853 members 
Mstep: Class 19 contains 1251 members 
Mstep: Class 20 contains 14032 members 
Mstep: Class 22 contains 12434 members 
Mstep: Class 23 contains 20962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160782.000000 Penalty: 36036.289062
Iteration 190Q: 18 clusters Score -2.316078e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 3337 members 
Mstep: Class 3 contains 18219 members 
Mstep: Class 4 contains 2173 members 
Mstep: Class 5 contains 4160 members 
Mstep: Class 6 contains 6360 members 
Mstep: Class 7 contains 10291 members 
Mstep: Class 8 contains 328235 members 
Mstep: Class 10 contains 3072 members 
Mstep: Class 11 contains 1901 members 
Mstep: Class 12 contains 5368 members 
Mstep: Class 15 contains 1965 members 
Mstep: Class 18 contains 15730 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 14030 members 
Mstep: Class 22 contains 12452 members 
Mstep: Class 23 contains 20964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160776.000000 Penalty: 36036.289062
Iteration 191Q: 18 clusters Score -2.316078e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 3337 members 
Mstep: Class 3 contains 18222 members 
Mstep: Class 4 contains 2174 members 
Mstep: Class 5 contains 4109 members 
Mstep: Class 6 contains 6359 members 
Mstep: Class 7 contains 10293 members 
Mstep: Class 8 contains 328351 members 
Mstep: Class 10 contains 3070 members 
Mstep: Class 11 contains 1901 members 
Mstep: Class 12 contains 5369 members 
Mstep: Class 15 contains 1966 members 
Mstep: Class 18 contains 15620 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 14034 members 
Mstep: Class 22 contains 12469 members 
Mstep: Class 23 contains 20968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160828.000000 Penalty: 36036.289062
Iteration 192Q: 18 clusters Score -2.316083e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 3337 members 
Mstep: Class 3 contains 18226 members 
Mstep: Class 4 contains 2177 members 
Mstep: Class 5 contains 4071 members 
Mstep: Class 6 contains 6360 members 
Mstep: Class 7 contains 10295 members 
Mstep: Class 8 contains 328443 members 
Mstep: Class 10 contains 3065 members 
Mstep: Class 11 contains 1901 members 
Mstep: Class 12 contains 5370 members 
Mstep: Class 15 contains 1968 members 
Mstep: Class 18 contains 15528 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 14038 members 
Mstep: Class 22 contains 12484 members 
Mstep: Class 23 contains 20969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160872.000000 Penalty: 36036.289062
Iteration 193Q: 18 clusters Score -2.316087e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 3337 members 
Mstep: Class 3 contains 18231 members 
Mstep: Class 4 contains 2177 members 
Mstep: Class 5 contains 4030 members 
Mstep: Class 6 contains 6358 members 
Mstep: Class 7 contains 10296 members 
Mstep: Class 8 contains 328539 members 
Mstep: Class 10 contains 3060 members 
Mstep: Class 11 contains 1902 members 
Mstep: Class 12 contains 5371 members 
Mstep: Class 15 contains 1966 members 
Mstep: Class 18 contains 15444 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 14044 members 
Mstep: Class 22 contains 12494 members 
Mstep: Class 23 contains 20969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160878.000000 Penalty: 36036.289062
Iteration 194Q: 18 clusters Score -2.316088e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 3337 members 
Mstep: Class 3 contains 18240 members 
Mstep: Class 4 contains 2177 members 
Mstep: Class 5 contains 3993 members 
Mstep: Class 6 contains 6359 members 
Mstep: Class 7 contains 10300 members 
Mstep: Class 8 contains 328617 members 
Mstep: Class 10 contains 3059 members 
Mstep: Class 11 contains 1901 members 
Mstep: Class 12 contains 5374 members 
Mstep: Class 15 contains 1967 members 
Mstep: Class 18 contains 15355 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 14050 members 
Mstep: Class 22 contains 12509 members 
Mstep: Class 23 contains 20969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160814.000000 Penalty: 36036.289062
Iteration 195Q: 18 clusters Score -2.316081e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 3337 members 
Mstep: Class 3 contains 18251 members 
Mstep: Class 4 contains 2177 members 
Mstep: Class 5 contains 3951 members 
Mstep: Class 6 contains 6360 members 
Mstep: Class 7 contains 10305 members 
Mstep: Class 8 contains 328695 members 
Mstep: Class 10 contains 3056 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 5377 members 
Mstep: Class 15 contains 1969 members 
Mstep: Class 18 contains 15267 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 14057 members 
Mstep: Class 22 contains 12527 members 
Mstep: Class 23 contains 20970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160824.000000 Penalty: 36036.289062
Iteration 196Q: 18 clusters Score -2.316082e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 3338 members 
Mstep: Class 3 contains 18264 members 
Mstep: Class 4 contains 2178 members 
Mstep: Class 5 contains 3927 members 
Mstep: Class 6 contains 6361 members 
Mstep: Class 7 contains 10315 members 
Mstep: Class 8 contains 328743 members 
Mstep: Class 10 contains 3055 members 
Mstep: Class 11 contains 1897 members 
Mstep: Class 12 contains 5379 members 
Mstep: Class 15 contains 1970 members 
Mstep: Class 18 contains 15179 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 14068 members 
Mstep: Class 22 contains 12546 members 
Mstep: Class 23 contains 20970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160804.000000 Penalty: 36036.289062
Iteration 197Q: 18 clusters Score -2.31608e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 3341 members 
Mstep: Class 3 contains 18278 members 
Mstep: Class 4 contains 2179 members 
Mstep: Class 5 contains 3897 members 
Mstep: Class 6 contains 6358 members 
Mstep: Class 7 contains 10319 members 
Mstep: Class 8 contains 328811 members 
Mstep: Class 10 contains 3053 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 5379 members 
Mstep: Class 15 contains 1970 members 
Mstep: Class 18 contains 15097 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 14070 members 
Mstep: Class 22 contains 12565 members 
Mstep: Class 23 contains 20971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160796.000000 Penalty: 36036.289062
Iteration 198Q: 18 clusters Score -2.31608e+07 nChanged 206
Entering ConstructFrom: 
Score: -23160796.000000 Penalty: 36036.289062
Entering ConstructFrom: 
Trying to split cluster 1 (13263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Entering Unmasked Estep 
Score: -672691.125000 Penalty: 1542.569092
	Iteration 0F: 2 clusters Score -672691.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -663482.437500 Penalty: 3085.138184
	Iteration 0F: 3 clusters Score -663482.4 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -666543.437500 Penalty: 3085.138184
	Iteration 1F: 3 clusters Score -666543.4 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -666858.750000 Penalty: 3085.138184
	Iteration 2F: 3 clusters Score -666858.8 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -667134.812500 Penalty: 3085.138184
	Iteration 3F: 3 clusters Score -667134.8 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -667409.250000 Penalty: 3085.138184
	Iteration 4Q: 3 clusters Score -667409.2 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -667748.312500 Penalty: 3085.138184
	Iteration 5Q: 3 clusters Score -667748.3 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -668170.812500 Penalty: 3085.138184
	Iteration 6F: 3 clusters Score -668170.8 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -668620.562500 Penalty: 3085.138184
	Iteration 7F: 3 clusters Score -668620.6 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -669103.250000 Penalty: 3085.138184
	Iteration 8F: 3 clusters Score -669103.2 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -669544.562500 Penalty: 3085.138184
	Iteration 9Q: 3 clusters Score -669544.6 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -669964.875000 Penalty: 3085.138184
	Iteration 10Q: 3 clusters Score -669964.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -670356.562500 Penalty: 3085.138184
	Iteration 11Q: 3 clusters Score -670356.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -670687.562500 Penalty: 3085.138184
	Iteration 12Q: 3 clusters Score -670687.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -670917.312500 Penalty: 3085.138184
	Iteration 13Q: 3 clusters Score -670917.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -671061.000000 Penalty: 3085.138184
	Iteration 14Q: 3 clusters Score -671061 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -671162.875000 Penalty: 3085.138184
	Iteration 15Q: 3 clusters Score -671162.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -671220.937500 Penalty: 3085.138184
	Iteration 16Q: 3 clusters Score -671220.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -671248.000000 Penalty: 3085.138184
	Iteration 17Q: 3 clusters Score -671248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -671261.187500 Penalty: 3085.138184
	Iteration 18Q: 3 clusters Score -671261.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -671273.625000 Penalty: 3085.138184
	Iteration 19Q: 3 clusters Score -671273.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -671287.875000 Penalty: 3085.138184
	Iteration 20F: 3 clusters Score -671287.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -671304.312500 Penalty: 3085.138184
	Iteration 21Q: 3 clusters Score -671304.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -671315.875000 Penalty: 3085.138184
	Iteration 22Q: 3 clusters Score -671315.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -671321.687500 Penalty: 3085.138184
	Iteration 23Q: 3 clusters Score -671321.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -671330.375000 Penalty: 3085.138184
	Iteration 24Q: 3 clusters Score -671330.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -671334.687500 Penalty: 3085.138184
	Iteration 25Q: 3 clusters Score -671334.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -671344.000000 Penalty: 3085.138184
	Iteration 26Q: 3 clusters Score -671344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -671345.812500 Penalty: 3085.138184
	Iteration 27Q: 3 clusters Score -671345.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -671348.687500 Penalty: 3085.138184
	Iteration 28Q: 3 clusters Score -671348.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -671351.875000 Penalty: 3085.138184
	Iteration 29Q: 3 clusters Score -671351.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -671353.875000 Penalty: 3085.138184
	Iteration 30Q: 3 clusters Score -671353.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -671354.937500 Penalty: 3085.138184
	Iteration 31Q: 3 clusters Score -671354.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -671355.250000 Penalty: 3085.138184
	Iteration 32Q: 3 clusters Score -671355.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -671356.687500 Penalty: 3085.138184
	Iteration 33Q: 3 clusters Score -671356.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -671357.375000 Penalty: 3085.138184
	Iteration 34Q: 3 clusters Score -671357.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -671357.375000 Penalty: 3085.138184
	Iteration 35F: 3 clusters Score -671357.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Entering Unmasked Estep 
Score: -169779.218750 Penalty: 1318.577759
	Iteration 0F: 2 clusters Score -169779.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -166809.109375 Penalty: 2637.155518
	Iteration 0F: 3 clusters Score -166809.1 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -167512.359375 Penalty: 2637.155518
	Iteration 1F: 3 clusters Score -167512.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -167645.796875 Penalty: 2637.155518
	Iteration 2F: 3 clusters Score -167645.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -167740.796875 Penalty: 2637.155518
	Iteration 3F: 3 clusters Score -167740.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -167814.015625 Penalty: 2637.155518
	Iteration 4Q: 3 clusters Score -167814 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -167868.453125 Penalty: 2637.155518
	Iteration 5Q: 3 clusters Score -167868.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -167921.812500 Penalty: 2637.155518
	Iteration 6Q: 3 clusters Score -167921.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -167986.046875 Penalty: 2637.155518
	Iteration 7Q: 3 clusters Score -167986 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -168052.125000 Penalty: 2637.155518
	Iteration 8Q: 3 clusters Score -168052.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -168123.156250 Penalty: 2637.155518
	Iteration 9Q: 3 clusters Score -168123.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -168208.953125 Penalty: 2637.155518
	Iteration 10Q: 3 clusters Score -168209 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -168299.062500 Penalty: 2637.155518
	Iteration 11Q: 3 clusters Score -168299.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -168387.187500 Penalty: 2637.155518
	Iteration 12Q: 3 clusters Score -168387.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -168470.968750 Penalty: 2637.155518
	Iteration 13Q: 3 clusters Score -168471 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -168536.812500 Penalty: 2637.155518
	Iteration 14Q: 3 clusters Score -168536.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -168582.140625 Penalty: 2637.155518
	Iteration 15Q: 3 clusters Score -168582.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -168612.015625 Penalty: 2637.155518
	Iteration 16Q: 3 clusters Score -168612 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -168638.828125 Penalty: 2637.155518
	Iteration 17Q: 3 clusters Score -168638.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -168657.796875 Penalty: 2637.155518
	Iteration 18Q: 3 clusters Score -168657.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -168677.625000 Penalty: 2637.155518
	Iteration 19Q: 3 clusters Score -168677.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -168699.375000 Penalty: 2637.155518
	Iteration 20F: 3 clusters Score -168699.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -168714.578125 Penalty: 2637.155518
	Iteration 21Q: 3 clusters Score -168714.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -168725.265625 Penalty: 2637.155518
	Iteration 22Q: 3 clusters Score -168725.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -168736.171875 Penalty: 2637.155518
	Iteration 23Q: 3 clusters Score -168736.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -168743.031250 Penalty: 2637.155518
	Iteration 24Q: 3 clusters Score -168743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -168750.359375 Penalty: 2637.155518
	Iteration 25Q: 3 clusters Score -168750.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -168757.546875 Penalty: 2637.155518
	Iteration 26Q: 3 clusters Score -168757.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -168765.281250 Penalty: 2637.155518
	Iteration 27Q: 3 clusters Score -168765.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -168773.750000 Penalty: 2637.155518
	Iteration 28Q: 3 clusters Score -168773.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -168780.265625 Penalty: 2637.155518
	Iteration 29Q: 3 clusters Score -168780.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -168783.625000 Penalty: 2637.155518
	Iteration 30Q: 3 clusters Score -168783.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -168786.765625 Penalty: 2637.155518
	Iteration 31Q: 3 clusters Score -168786.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -168788.265625 Penalty: 2637.155518
	Iteration 32Q: 3 clusters Score -168788.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -168789.453125 Penalty: 2637.155518
	Iteration 33Q: 3 clusters Score -168789.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -168790.250000 Penalty: 2637.155518
	Iteration 34Q: 3 clusters Score -168790.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -168792.546875 Penalty: 2637.155518
	Iteration 35Q: 3 clusters Score -168792.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -168793.593750 Penalty: 2637.155518
	Iteration 36Q: 3 clusters Score -168793.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -168793.750000 Penalty: 2637.155518
	Iteration 37Q: 3 clusters Score -168793.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -168793.750000 Penalty: 2637.155518
	Iteration 38F: 3 clusters Score -168793.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Entering Unmasked Estep 
Score: -979747.562500 Penalty: 1594.766235
	Iteration 0F: 2 clusters Score -979747.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -967227.500000 Penalty: 3189.532471
	Iteration 0F: 3 clusters Score -967227.5 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -971685.562500 Penalty: 3189.532471
	Iteration 1F: 3 clusters Score -971685.6 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -971990.750000 Penalty: 3189.532471
	Iteration 2F: 3 clusters Score -971990.8 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -972276.500000 Penalty: 3189.532471
	Iteration 3Q: 3 clusters Score -972276.5 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -972573.187500 Penalty: 3189.532471
	Iteration 4Q: 3 clusters Score -972573.2 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -972924.375000 Penalty: 3189.532471
	Iteration 5Q: 3 clusters Score -972924.4 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -973372.750000 Penalty: 3189.532471
	Iteration 6Q: 3 clusters Score -973372.8 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -973917.000000 Penalty: 3189.532471
	Iteration 7Q: 3 clusters Score -973917 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -974542.750000 Penalty: 3189.532471
	Iteration 8F: 3 clusters Score -974542.8 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -975226.875000 Penalty: 3189.532471
	Iteration 9F: 3 clusters Score -975226.9 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -975933.625000 Penalty: 3189.532471
	Iteration 10Q: 3 clusters Score -975933.6 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -976616.250000 Penalty: 3189.532471
	Iteration 11Q: 3 clusters Score -976616.2 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -977231.000000 Penalty: 3189.532471
	Iteration 12Q: 3 clusters Score -977231 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -977636.687500 Penalty: 3189.532471
	Iteration 13Q: 3 clusters Score -977636.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -977879.937500 Penalty: 3189.532471
	Iteration 14Q: 3 clusters Score -977879.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -978011.312500 Penalty: 3189.532471
	Iteration 15Q: 3 clusters Score -978011.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -978120.750000 Penalty: 3189.532471
	Iteration 16Q: 3 clusters Score -978120.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -978200.937500 Penalty: 3189.532471
	Iteration 17Q: 3 clusters Score -978200.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -978255.625000 Penalty: 3189.532471
	Iteration 18Q: 3 clusters Score -978255.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -978303.500000 Penalty: 3189.532471
	Iteration 19Q: 3 clusters Score -978303.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -978341.250000 Penalty: 3189.532471
	Iteration 20F: 3 clusters Score -978341.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -978372.812500 Penalty: 3189.532471
	Iteration 21Q: 3 clusters Score -978372.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -978389.375000 Penalty: 3189.532471
	Iteration 22Q: 3 clusters Score -978389.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -978397.875000 Penalty: 3189.532471
	Iteration 23Q: 3 clusters Score -978397.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -978409.187500 Penalty: 3189.532471
	Iteration 24Q: 3 clusters Score -978409.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -978416.250000 Penalty: 3189.532471
	Iteration 25Q: 3 clusters Score -978416.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -978422.812500 Penalty: 3189.532471
	Iteration 26Q: 3 clusters Score -978422.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -978422.937500 Penalty: 3189.532471
	Iteration 27Q: 3 clusters Score -978422.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -978424.812500 Penalty: 3189.532471
	Iteration 28Q: 3 clusters Score -978424.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -978427.625000 Penalty: 3189.532471
	Iteration 29Q: 3 clusters Score -978427.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -978427.437500 Penalty: 3189.532471
	Iteration 30Q: 3 clusters Score -978427.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -978428.500000 Penalty: 3189.532471
	Iteration 31Q: 3 clusters Score -978428.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -978429.250000 Penalty: 3189.532471
	Iteration 32Q: 3 clusters Score -978429.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -978429.437500 Penalty: 3189.532471
	Iteration 33Q: 3 clusters Score -978429.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -978430.250000 Penalty: 3189.532471
	Iteration 34Q: 3 clusters Score -978430.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -978431.812500 Penalty: 3189.532471
	Iteration 35Q: 3 clusters Score -978431.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -978430.437500 Penalty: 3189.532471
	Iteration 36Q: 3 clusters Score -978430.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -978430.437500 Penalty: 3189.532471
	Iteration 37F: 3 clusters Score -978430.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Entering Unmasked Estep 
Score: -103189.242188 Penalty: 1249.075928
	Iteration 0F: 2 clusters Score -103189.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -100960.070312 Penalty: 2498.151855
	Iteration 0F: 3 clusters Score -100960.1 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -101476.429688 Penalty: 2498.151855
	Iteration 1F: 3 clusters Score -101476.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -101665.945312 Penalty: 2498.151855
	Iteration 2F: 3 clusters Score -101665.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -101801.007812 Penalty: 2498.151855
	Iteration 3F: 3 clusters Score -101801 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -101915.679688 Penalty: 2498.151855
	Iteration 4F: 3 clusters Score -101915.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -101983.203125 Penalty: 2498.151855
	Iteration 5Q: 3 clusters Score -101983.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -102050.140625 Penalty: 2498.151855
	Iteration 6Q: 3 clusters Score -102050.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -102118.343750 Penalty: 2498.151855
	Iteration 7Q: 3 clusters Score -102118.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -102180.515625 Penalty: 2498.151855
	Iteration 8Q: 3 clusters Score -102180.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -102234.796875 Penalty: 2498.151855
	Iteration 9Q: 3 clusters Score -102234.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -102263.312500 Penalty: 2498.151855
	Iteration 10Q: 3 clusters Score -102263.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -102282.187500 Penalty: 2498.151855
	Iteration 11Q: 3 clusters Score -102282.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -102294.570312 Penalty: 2498.151855
	Iteration 12Q: 3 clusters Score -102294.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -102301.570312 Penalty: 2498.151855
	Iteration 13Q: 3 clusters Score -102301.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -102307.421875 Penalty: 2498.151855
	Iteration 14Q: 3 clusters Score -102307.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -102311.015625 Penalty: 2498.151855
	Iteration 15Q: 3 clusters Score -102311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -102313.703125 Penalty: 2498.151855
	Iteration 16Q: 3 clusters Score -102313.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -102317.804688 Penalty: 2498.151855
	Iteration 17Q: 3 clusters Score -102317.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -102319.726562 Penalty: 2498.151855
	Iteration 18Q: 3 clusters Score -102319.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -102321.273438 Penalty: 2498.151855
	Iteration 19Q: 3 clusters Score -102321.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -102322.546875 Penalty: 2498.151855
	Iteration 20F: 3 clusters Score -102322.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -102323.984375 Penalty: 2498.151855
	Iteration 21Q: 3 clusters Score -102324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -102324.640625 Penalty: 2498.151855
	Iteration 22Q: 3 clusters Score -102324.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -102324.640625 Penalty: 2498.151855
	Iteration 23F: 3 clusters Score -102324.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Entering Unmasked Estep 
Score: -217048.984375 Penalty: 1342.203979
	Iteration 0F: 2 clusters Score -217049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -213789.250000 Penalty: 2684.407959
	Iteration 0F: 3 clusters Score -213789.2 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -214589.187500 Penalty: 2684.407959
	Iteration 1F: 3 clusters Score -214589.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -214725.109375 Penalty: 2684.407959
	Iteration 2F: 3 clusters Score -214725.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -214808.468750 Penalty: 2684.407959
	Iteration 3Q: 3 clusters Score -214808.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -214871.500000 Penalty: 2684.407959
	Iteration 4Q: 3 clusters Score -214871.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -214914.921875 Penalty: 2684.407959
	Iteration 5Q: 3 clusters Score -214914.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -214953.968750 Penalty: 2684.407959
	Iteration 6Q: 3 clusters Score -214954 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -214991.437500 Penalty: 2684.407959
	Iteration 7Q: 3 clusters Score -214991.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -215021.703125 Penalty: 2684.407959
	Iteration 8Q: 3 clusters Score -215021.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -215049.015625 Penalty: 2684.407959
	Iteration 9Q: 3 clusters Score -215049 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -215075.656250 Penalty: 2684.407959
	Iteration 10Q: 3 clusters Score -215075.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -215092.921875 Penalty: 2684.407959
	Iteration 11Q: 3 clusters Score -215092.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -215108.125000 Penalty: 2684.407959
	Iteration 12Q: 3 clusters Score -215108.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -215126.437500 Penalty: 2684.407959
	Iteration 13Q: 3 clusters Score -215126.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -215150.625000 Penalty: 2684.407959
	Iteration 14Q: 3 clusters Score -215150.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -215178.421875 Penalty: 2684.407959
	Iteration 15Q: 3 clusters Score -215178.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -215202.171875 Penalty: 2684.407959
	Iteration 16Q: 3 clusters Score -215202.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -215219.265625 Penalty: 2684.407959
	Iteration 17Q: 3 clusters Score -215219.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -215237.203125 Penalty: 2684.407959
	Iteration 18Q: 3 clusters Score -215237.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -215251.765625 Penalty: 2684.407959
	Iteration 19Q: 3 clusters Score -215251.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -215267.171875 Penalty: 2684.407959
	Iteration 20F: 3 clusters Score -215267.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -215292.656250 Penalty: 2684.407959
	Iteration 21Q: 3 clusters Score -215292.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -215319.000000 Penalty: 2684.407959
	Iteration 22Q: 3 clusters Score -215319 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -215340.218750 Penalty: 2684.407959
	Iteration 23Q: 3 clusters Score -215340.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -215368.187500 Penalty: 2684.407959
	Iteration 24Q: 3 clusters Score -215368.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -215393.781250 Penalty: 2684.407959
	Iteration 25Q: 3 clusters Score -215393.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -215415.718750 Penalty: 2684.407959
	Iteration 26Q: 3 clusters Score -215415.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -215443.703125 Penalty: 2684.407959
	Iteration 27Q: 3 clusters Score -215443.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -215469.593750 Penalty: 2684.407959
	Iteration 28Q: 3 clusters Score -215469.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -215496.046875 Penalty: 2684.407959
	Iteration 29Q: 3 clusters Score -215496 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -215518.703125 Penalty: 2684.407959
	Iteration 30Q: 3 clusters Score -215518.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -215544.125000 Penalty: 2684.407959
	Iteration 31Q: 3 clusters Score -215544.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -215569.500000 Penalty: 2684.407959
	Iteration 32Q: 3 clusters Score -215569.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -215598.093750 Penalty: 2684.407959
	Iteration 33Q: 3 clusters Score -215598.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -215634.625000 Penalty: 2684.407959
	Iteration 34Q: 3 clusters Score -215634.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -215657.593750 Penalty: 2684.407959
	Iteration 35Q: 3 clusters Score -215657.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -215684.562500 Penalty: 2684.407959
	Iteration 36Q: 3 clusters Score -215684.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -215705.484375 Penalty: 2684.407959
	Iteration 37Q: 3 clusters Score -215705.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -215730.234375 Penalty: 2684.407959
	Iteration 38Q: 3 clusters Score -215730.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -215756.968750 Penalty: 2684.407959
	Iteration 39Q: 3 clusters Score -215757 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -215778.093750 Penalty: 2684.407959
	Iteration 40F: 3 clusters Score -215778.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -215792.078125 Penalty: 2684.407959
	Iteration 41Q: 3 clusters Score -215792.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -215803.921875 Penalty: 2684.407959
	Iteration 42Q: 3 clusters Score -215803.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -215815.250000 Penalty: 2684.407959
	Iteration 43Q: 3 clusters Score -215815.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -215827.750000 Penalty: 2684.407959
	Iteration 44Q: 3 clusters Score -215827.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -215833.750000 Penalty: 2684.407959
	Iteration 45Q: 3 clusters Score -215833.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -215838.781250 Penalty: 2684.407959
	Iteration 46Q: 3 clusters Score -215838.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -215841.171875 Penalty: 2684.407959
	Iteration 47Q: 3 clusters Score -215841.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -215841.937500 Penalty: 2684.407959
	Iteration 48Q: 3 clusters Score -215841.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -215842.484375 Penalty: 2684.407959
	Iteration 49Q: 3 clusters Score -215842.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -215843.265625 Penalty: 2684.407959
	Iteration 50Q: 3 clusters Score -215843.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -215844.484375 Penalty: 2684.407959
	Iteration 51Q: 3 clusters Score -215844.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -215846.734375 Penalty: 2684.407959
	Iteration 52Q: 3 clusters Score -215846.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -215848.062500 Penalty: 2684.407959
	Iteration 53Q: 3 clusters Score -215848.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -215849.375000 Penalty: 2684.407959
	Iteration 54Q: 3 clusters Score -215849.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -215852.203125 Penalty: 2684.407959
	Iteration 55Q: 3 clusters Score -215852.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -215855.593750 Penalty: 2684.407959
	Iteration 56Q: 3 clusters Score -215855.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -215858.453125 Penalty: 2684.407959
	Iteration 57Q: 3 clusters Score -215858.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -215860.578125 Penalty: 2684.407959
	Iteration 58Q: 3 clusters Score -215860.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -215860.578125 Penalty: 2684.407959
	Iteration 59F: 3 clusters Score -215860.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Entering Unmasked Estep 
Score: -327441.625000 Penalty: 1423.063110
	Iteration 0F: 2 clusters Score -327441.6 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 3212 members 
Entering Unmasked Estep 
Score: -322572.843750 Penalty: 2846.126221
	Iteration 0F: 3 clusters Score -322572.8 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -323997.687500 Penalty: 2846.126221
	Iteration 1F: 3 clusters Score -323997.7 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -324192.781250 Penalty: 2846.126221
	Iteration 2F: 3 clusters Score -324192.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -324329.250000 Penalty: 2846.126221
	Iteration 3F: 3 clusters Score -324329.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -324427.562500 Penalty: 2846.126221
	Iteration 4Q: 3 clusters Score -324427.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -324518.062500 Penalty: 2846.126221
	Iteration 5Q: 3 clusters Score -324518.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -324606.093750 Penalty: 2846.126221
	Iteration 6Q: 3 clusters Score -324606.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -324687.468750 Penalty: 2846.126221
	Iteration 7Q: 3 clusters Score -324687.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -324757.375000 Penalty: 2846.126221
	Iteration 8Q: 3 clusters Score -324757.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -324822.937500 Penalty: 2846.126221
	Iteration 9Q: 3 clusters Score -324822.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -324872.031250 Penalty: 2846.126221
	Iteration 10Q: 3 clusters Score -324872 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -324917.750000 Penalty: 2846.126221
	Iteration 11Q: 3 clusters Score -324917.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -324969.687500 Penalty: 2846.126221
	Iteration 12Q: 3 clusters Score -324969.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -325018.531250 Penalty: 2846.126221
	Iteration 13Q: 3 clusters Score -325018.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -325069.687500 Penalty: 2846.126221
	Iteration 14Q: 3 clusters Score -325069.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -325128.343750 Penalty: 2846.126221
	Iteration 15Q: 3 clusters Score -325128.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -325196.687500 Penalty: 2846.126221
	Iteration 16Q: 3 clusters Score -325196.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -325246.906250 Penalty: 2846.126221
	Iteration 17Q: 3 clusters Score -325246.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -325282.625000 Penalty: 2846.126221
	Iteration 18Q: 3 clusters Score -325282.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -325317.750000 Penalty: 2846.126221
	Iteration 19Q: 3 clusters Score -325317.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -325351.187500 Penalty: 2846.126221
	Iteration 20F: 3 clusters Score -325351.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -325379.750000 Penalty: 2846.126221
	Iteration 21Q: 3 clusters Score -325379.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -325404.781250 Penalty: 2846.126221
	Iteration 22Q: 3 clusters Score -325404.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -325441.500000 Penalty: 2846.126221
	Iteration 23Q: 3 clusters Score -325441.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -325478.500000 Penalty: 2846.126221
	Iteration 24Q: 3 clusters Score -325478.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -325514.562500 Penalty: 2846.126221
	Iteration 25Q: 3 clusters Score -325514.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -325552.343750 Penalty: 2846.126221
	Iteration 26Q: 3 clusters Score -325552.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -325598.250000 Penalty: 2846.126221
	Iteration 27Q: 3 clusters Score -325598.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -325644.562500 Penalty: 2846.126221
	Iteration 28Q: 3 clusters Score -325644.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -325704.812500 Penalty: 2846.126221
	Iteration 29Q: 3 clusters Score -325704.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -325768.875000 Penalty: 2846.126221
	Iteration 30Q: 3 clusters Score -325768.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -325833.500000 Penalty: 2846.126221
	Iteration 31Q: 3 clusters Score -325833.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -325901.500000 Penalty: 2846.126221
	Iteration 32Q: 3 clusters Score -325901.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -325981.812500 Penalty: 2846.126221
	Iteration 33Q: 3 clusters Score -325981.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -326059.250000 Penalty: 2846.126221
	Iteration 34Q: 3 clusters Score -326059.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -326124.062500 Penalty: 2846.126221
	Iteration 35Q: 3 clusters Score -326124.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -326180.093750 Penalty: 2846.126221
	Iteration 36Q: 3 clusters Score -326180.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -326224.468750 Penalty: 2846.126221
	Iteration 37Q: 3 clusters Score -326224.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -326258.718750 Penalty: 2846.126221
	Iteration 38Q: 3 clusters Score -326258.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -326283.156250 Penalty: 2846.126221
	Iteration 39Q: 3 clusters Score -326283.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -326299.781250 Penalty: 2846.126221
	Iteration 40F: 3 clusters Score -326299.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -326316.125000 Penalty: 2846.126221
	Iteration 41Q: 3 clusters Score -326316.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -326333.468750 Penalty: 2846.126221
	Iteration 42Q: 3 clusters Score -326333.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -326343.343750 Penalty: 2846.126221
	Iteration 43Q: 3 clusters Score -326343.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -326350.312500 Penalty: 2846.126221
	Iteration 44Q: 3 clusters Score -326350.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -326359.250000 Penalty: 2846.126221
	Iteration 45Q: 3 clusters Score -326359.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -326366.531250 Penalty: 2846.126221
	Iteration 46Q: 3 clusters Score -326366.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -326370.156250 Penalty: 2846.126221
	Iteration 47Q: 3 clusters Score -326370.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -326374.093750 Penalty: 2846.126221
	Iteration 48Q: 3 clusters Score -326374.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -326379.125000 Penalty: 2846.126221
	Iteration 49Q: 3 clusters Score -326379.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -326381.062500 Penalty: 2846.126221
	Iteration 50Q: 3 clusters Score -326381.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -326381.750000 Penalty: 2846.126221
	Iteration 51Q: 3 clusters Score -326381.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -326383.500000 Penalty: 2846.126221
	Iteration 52Q: 3 clusters Score -326383.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -326384.562500 Penalty: 2846.126221
	Iteration 53Q: 3 clusters Score -326384.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -326386.281250 Penalty: 2846.126221
	Iteration 54Q: 3 clusters Score -326386.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -326388.562500 Penalty: 2846.126221
	Iteration 55Q: 3 clusters Score -326388.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -326390.031250 Penalty: 2846.126221
	Iteration 56Q: 3 clusters Score -326390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -326392.437500 Penalty: 2846.126221
	Iteration 57Q: 3 clusters Score -326392.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -326396.187500 Penalty: 2846.126221
	Iteration 58Q: 3 clusters Score -326396.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -326397.125000 Penalty: 2846.126221
	Iteration 59Q: 3 clusters Score -326397.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -326399.656250 Penalty: 2846.126221
	Iteration 60F: 3 clusters Score -326399.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -326400.718750 Penalty: 2846.126221
	Iteration 61Q: 3 clusters Score -326400.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -326401.968750 Penalty: 2846.126221
	Iteration 62Q: 3 clusters Score -326402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -326402.281250 Penalty: 2846.126221
	Iteration 63Q: 3 clusters Score -326402.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -326404.687500 Penalty: 2846.126221
	Iteration 64Q: 3 clusters Score -326404.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -326406.562500 Penalty: 2846.126221
	Iteration 65Q: 3 clusters Score -326406.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -326407.437500 Penalty: 2846.126221
	Iteration 66Q: 3 clusters Score -326407.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -326409.125000 Penalty: 2846.126221
	Iteration 67Q: 3 clusters Score -326409.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -326411.343750 Penalty: 2846.126221
	Iteration 68Q: 3 clusters Score -326411.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -326415.875000 Penalty: 2846.126221
	Iteration 69Q: 3 clusters Score -326415.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -326419.406250 Penalty: 2846.126221
	Iteration 70Q: 3 clusters Score -326419.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -326420.281250 Penalty: 2846.126221
	Iteration 71Q: 3 clusters Score -326420.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -326423.062500 Penalty: 2846.126221
	Iteration 72Q: 3 clusters Score -326423.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -326425.437500 Penalty: 2846.126221
	Iteration 73Q: 3 clusters Score -326425.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -326428.625000 Penalty: 2846.126221
	Iteration 74Q: 3 clusters Score -326428.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -326438.343750 Penalty: 2846.126221
	Iteration 75Q: 3 clusters Score -326438.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -326446.187500 Penalty: 2846.126221
	Iteration 76Q: 3 clusters Score -326446.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -326447.968750 Penalty: 2846.126221
	Iteration 77Q: 3 clusters Score -326448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -326449.906250 Penalty: 2846.126221
	Iteration 78Q: 3 clusters Score -326449.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -326451.625000 Penalty: 2846.126221
	Iteration 79Q: 3 clusters Score -326451.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -326452.218750 Penalty: 2846.126221
	Iteration 80F: 3 clusters Score -326452.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -326452.750000 Penalty: 2846.126221
	Iteration 81Q: 3 clusters Score -326452.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -326452.625000 Penalty: 2846.126221
	Iteration 82Q: 3 clusters Score -326452.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -326452.625000 Penalty: 2846.126221
	Iteration 83F: 3 clusters Score -326452.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Entering Unmasked Estep 
Score: -559150.625000 Penalty: 1501.814575
	Iteration 0F: 2 clusters Score -559150.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -551836.250000 Penalty: 3003.629150
	Iteration 0F: 3 clusters Score -551836.2 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -554158.625000 Penalty: 3003.629150
	Iteration 1F: 3 clusters Score -554158.6 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -554422.375000 Penalty: 3003.629150
	Iteration 2F: 3 clusters Score -554422.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -554637.812500 Penalty: 3003.629150
	Iteration 3Q: 3 clusters Score -554637.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -554840.875000 Penalty: 3003.629150
	Iteration 4Q: 3 clusters Score -554840.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -555025.500000 Penalty: 3003.629150
	Iteration 5Q: 3 clusters Score -555025.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -555215.187500 Penalty: 3003.629150
	Iteration 6Q: 3 clusters Score -555215.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -555427.875000 Penalty: 3003.629150
	Iteration 7Q: 3 clusters Score -555427.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -555671.625000 Penalty: 3003.629150
	Iteration 8Q: 3 clusters Score -555671.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -555923.000000 Penalty: 3003.629150
	Iteration 9Q: 3 clusters Score -555923 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -556177.812500 Penalty: 3003.629150
	Iteration 10Q: 3 clusters Score -556177.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -556416.562500 Penalty: 3003.629150
	Iteration 11Q: 3 clusters Score -556416.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -556615.625000 Penalty: 3003.629150
	Iteration 12Q: 3 clusters Score -556615.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -556761.875000 Penalty: 3003.629150
	Iteration 13Q: 3 clusters Score -556761.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -556881.375000 Penalty: 3003.629150
	Iteration 14Q: 3 clusters Score -556881.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -556968.125000 Penalty: 3003.629150
	Iteration 15Q: 3 clusters Score -556968.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -557026.812500 Penalty: 3003.629150
	Iteration 16Q: 3 clusters Score -557026.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -557067.687500 Penalty: 3003.629150
	Iteration 17Q: 3 clusters Score -557067.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -557100.000000 Penalty: 3003.629150
	Iteration 18Q: 3 clusters Score -557100 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -557124.875000 Penalty: 3003.629150
	Iteration 19Q: 3 clusters Score -557124.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -557156.812500 Penalty: 3003.629150
	Iteration 20F: 3 clusters Score -557156.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -557192.500000 Penalty: 3003.629150
	Iteration 21Q: 3 clusters Score -557192.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -557224.750000 Penalty: 3003.629150
	Iteration 22Q: 3 clusters Score -557224.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -557263.062500 Penalty: 3003.629150
	Iteration 23Q: 3 clusters Score -557263.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -557296.500000 Penalty: 3003.629150
	Iteration 24Q: 3 clusters Score -557296.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -557323.375000 Penalty: 3003.629150
	Iteration 25Q: 3 clusters Score -557323.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -557344.500000 Penalty: 3003.629150
	Iteration 26Q: 3 clusters Score -557344.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -557364.937500 Penalty: 3003.629150
	Iteration 27Q: 3 clusters Score -557364.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -557392.062500 Penalty: 3003.629150
	Iteration 28Q: 3 clusters Score -557392.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -557414.937500 Penalty: 3003.629150
	Iteration 29Q: 3 clusters Score -557414.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -557429.562500 Penalty: 3003.629150
	Iteration 30Q: 3 clusters Score -557429.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -557443.375000 Penalty: 3003.629150
	Iteration 31Q: 3 clusters Score -557443.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -557455.375000 Penalty: 3003.629150
	Iteration 32Q: 3 clusters Score -557455.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -557469.750000 Penalty: 3003.629150
	Iteration 33Q: 3 clusters Score -557469.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -557479.625000 Penalty: 3003.629150
	Iteration 34Q: 3 clusters Score -557479.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -557488.062500 Penalty: 3003.629150
	Iteration 35Q: 3 clusters Score -557488.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -557500.812500 Penalty: 3003.629150
	Iteration 36Q: 3 clusters Score -557500.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -557515.937500 Penalty: 3003.629150
	Iteration 37Q: 3 clusters Score -557515.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -557528.500000 Penalty: 3003.629150
	Iteration 38Q: 3 clusters Score -557528.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -557542.687500 Penalty: 3003.629150
	Iteration 39Q: 3 clusters Score -557542.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -557554.812500 Penalty: 3003.629150
	Iteration 40F: 3 clusters Score -557554.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -557568.937500 Penalty: 3003.629150
	Iteration 41Q: 3 clusters Score -557568.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -557580.000000 Penalty: 3003.629150
	Iteration 42Q: 3 clusters Score -557580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -557589.062500 Penalty: 3003.629150
	Iteration 43Q: 3 clusters Score -557589.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -557597.000000 Penalty: 3003.629150
	Iteration 44Q: 3 clusters Score -557597 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -557606.562500 Penalty: 3003.629150
	Iteration 45Q: 3 clusters Score -557606.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -557620.562500 Penalty: 3003.629150
	Iteration 46Q: 3 clusters Score -557620.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -557639.687500 Penalty: 3003.629150
	Iteration 47Q: 3 clusters Score -557639.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -557660.500000 Penalty: 3003.629150
	Iteration 48Q: 3 clusters Score -557660.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -557678.187500 Penalty: 3003.629150
	Iteration 49Q: 3 clusters Score -557678.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -557693.937500 Penalty: 3003.629150
	Iteration 50Q: 3 clusters Score -557693.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -557702.875000 Penalty: 3003.629150
	Iteration 51Q: 3 clusters Score -557702.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -557713.375000 Penalty: 3003.629150
	Iteration 52Q: 3 clusters Score -557713.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -557723.125000 Penalty: 3003.629150
	Iteration 53Q: 3 clusters Score -557723.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -557734.937500 Penalty: 3003.629150
	Iteration 54Q: 3 clusters Score -557734.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -557745.062500 Penalty: 3003.629150
	Iteration 55Q: 3 clusters Score -557745.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -557752.125000 Penalty: 3003.629150
	Iteration 56Q: 3 clusters Score -557752.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -557757.500000 Penalty: 3003.629150
	Iteration 57Q: 3 clusters Score -557757.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -557762.562500 Penalty: 3003.629150
	Iteration 58Q: 3 clusters Score -557762.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -557767.375000 Penalty: 3003.629150
	Iteration 59Q: 3 clusters Score -557767.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -557773.312500 Penalty: 3003.629150
	Iteration 60F: 3 clusters Score -557773.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -557777.750000 Penalty: 3003.629150
	Iteration 61Q: 3 clusters Score -557777.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -557780.187500 Penalty: 3003.629150
	Iteration 62Q: 3 clusters Score -557780.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -557781.437500 Penalty: 3003.629150
	Iteration 63Q: 3 clusters Score -557781.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -557784.500000 Penalty: 3003.629150
	Iteration 64Q: 3 clusters Score -557784.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -557790.250000 Penalty: 3003.629150
	Iteration 65Q: 3 clusters Score -557790.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -557796.187500 Penalty: 3003.629150
	Iteration 66Q: 3 clusters Score -557796.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -557799.750000 Penalty: 3003.629150
	Iteration 67Q: 3 clusters Score -557799.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -557802.687500 Penalty: 3003.629150
	Iteration 68Q: 3 clusters Score -557802.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -557805.312500 Penalty: 3003.629150
	Iteration 69Q: 3 clusters Score -557805.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -557807.562500 Penalty: 3003.629150
	Iteration 70Q: 3 clusters Score -557807.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -557811.125000 Penalty: 3003.629150
	Iteration 71Q: 3 clusters Score -557811.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -557813.312500 Penalty: 3003.629150
	Iteration 72Q: 3 clusters Score -557813.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -557816.687500 Penalty: 3003.629150
	Iteration 73Q: 3 clusters Score -557816.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -557819.750000 Penalty: 3003.629150
	Iteration 74Q: 3 clusters Score -557819.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -557818.812500 Penalty: 3003.629150
	Iteration 75Q: 3 clusters Score -557818.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -557820.187500 Penalty: 3003.629150
	Iteration 76Q: 3 clusters Score -557820.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -557821.625000 Penalty: 3003.629150
	Iteration 77Q: 3 clusters Score -557821.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -557823.000000 Penalty: 3003.629150
	Iteration 78Q: 3 clusters Score -557823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -557823.562500 Penalty: 3003.629150
	Iteration 79Q: 3 clusters Score -557823.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -557823.562500 Penalty: 3003.629150
	Iteration 80F: 3 clusters Score -557823.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (328884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328884 members 
Entering Unmasked Estep 
Score: -16697629.000000 Penalty: 2064.312256
	Iteration 0F: 2 clusters Score -1.669763e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164552 members 
Mstep: Class 2 contains 164332 members 
Entering Unmasked Estep 
Score: -16475392.000000 Penalty: 4128.624512
	Iteration 0F: 3 clusters Score -1.647539e+07 nChanged 160140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169076 members 
Mstep: Class 2 contains 159808 members 
Entering Unmasked Estep 
Score: -16570637.000000 Penalty: 4128.624512
	Iteration 1F: 3 clusters Score -1.657064e+07 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172012 members 
Mstep: Class 2 contains 156872 members 
Entering Unmasked Estep 
Score: -16572040.000000 Penalty: 4128.624512
	Iteration 2Q: 3 clusters Score -1.657204e+07 nChanged 8886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176716 members 
Mstep: Class 2 contains 152168 members 
Entering Unmasked Estep 
Score: -16573926.000000 Penalty: 4128.624512
	Iteration 3Q: 3 clusters Score -1.657393e+07 nChanged 11000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183938 members 
Mstep: Class 2 contains 144946 members 
Entering Unmasked Estep 
Score: -16577437.000000 Penalty: 4128.624512
	Iteration 4Q: 3 clusters Score -1.657744e+07 nChanged 14510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195060 members 
Mstep: Class 2 contains 133824 members 
Entering Unmasked Estep 
Score: -16583697.000000 Penalty: 4128.624512
	Iteration 5Q: 3 clusters Score -1.65837e+07 nChanged 19364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211346 members 
Mstep: Class 2 contains 117538 members 
Entering Unmasked Estep 
Score: -16595146.000000 Penalty: 4128.624512
	Iteration 6F: 3 clusters Score -1.659515e+07 nChanged 24107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232733 members 
Mstep: Class 2 contains 96151 members 
Entering Unmasked Estep 
Score: -16613205.000000 Penalty: 4128.624512
	Iteration 7F: 3 clusters Score -1.66132e+07 nChanged 25949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256352 members 
Mstep: Class 2 contains 72532 members 
Entering Unmasked Estep 
Score: -16636471.000000 Penalty: 4128.624512
	Iteration 8F: 3 clusters Score -1.663647e+07 nChanged 22455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276987 members 
Mstep: Class 2 contains 51897 members 
Entering Unmasked Estep 
Score: -16657824.000000 Penalty: 4128.624512
	Iteration 9F: 3 clusters Score -1.665782e+07 nChanged 15878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291537 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -16671923.000000 Penalty: 4128.624512
	Iteration 10Q: 3 clusters Score -1.667192e+07 nChanged 10360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301025 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -16680193.000000 Penalty: 4128.624512
	Iteration 11Q: 3 clusters Score -1.668019e+07 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307577 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -16685213.000000 Penalty: 4128.624512
	Iteration 12Q: 3 clusters Score -1.668521e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312335 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -16688346.000000 Penalty: 4128.624512
	Iteration 13Q: 3 clusters Score -1.668835e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316021 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -16690669.000000 Penalty: 4128.624512
	Iteration 14Q: 3 clusters Score -1.669067e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318803 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -16692361.000000 Penalty: 4128.624512
	Iteration 15Q: 3 clusters Score -1.669236e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320945 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -16693697.000000 Penalty: 4128.624512
	Iteration 16Q: 3 clusters Score -1.66937e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322473 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -16694613.000000 Penalty: 4128.624512
	Iteration 17Q: 3 clusters Score -1.669461e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323604 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -16695408.000000 Penalty: 4128.624512
	Iteration 18Q: 3 clusters Score -1.669541e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324372 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -16696000.000000 Penalty: 4128.624512
	Iteration 19Q: 3 clusters Score -1.6696e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324908 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -16696557.000000 Penalty: 4128.624512
	Iteration 20F: 3 clusters Score -1.669656e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325257 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -16697072.000000 Penalty: 4128.624512
	Iteration 21Q: 3 clusters Score -1.669707e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325420 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -16697436.000000 Penalty: 4128.624512
	Iteration 22Q: 3 clusters Score -1.669744e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325444 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -16697613.000000 Penalty: 4128.624512
	Iteration 23Q: 3 clusters Score -1.669761e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325420 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -16697742.000000 Penalty: 4128.624512
	Iteration 24Q: 3 clusters Score -1.669774e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325345 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -16697838.000000 Penalty: 4128.624512
	Iteration 25Q: 3 clusters Score -1.669784e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325286 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -16697905.000000 Penalty: 4128.624512
	Iteration 26Q: 3 clusters Score -1.66979e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325206 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -16697953.000000 Penalty: 4128.624512
	Iteration 27Q: 3 clusters Score -1.669795e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325167 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -16697983.000000 Penalty: 4128.624512
	Iteration 28Q: 3 clusters Score -1.669798e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325138 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -16697997.000000 Penalty: 4128.624512
	Iteration 29Q: 3 clusters Score -1.6698e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325109 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -16698021.000000 Penalty: 4128.624512
	Iteration 30Q: 3 clusters Score -1.669802e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325066 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -16698035.000000 Penalty: 4128.624512
	Iteration 31Q: 3 clusters Score -1.669804e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325038 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -16698043.000000 Penalty: 4128.624512
	Iteration 32Q: 3 clusters Score -1.669804e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325014 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -16698041.000000 Penalty: 4128.624512
	Iteration 33Q: 3 clusters Score -1.669804e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324995 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -16698035.000000 Penalty: 4128.624512
	Iteration 34Q: 3 clusters Score -1.669804e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324971 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -16698040.000000 Penalty: 4128.624512
	Iteration 35Q: 3 clusters Score -1.669804e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324947 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -16698039.000000 Penalty: 4128.624512
	Iteration 36Q: 3 clusters Score -1.669804e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324924 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -16698036.000000 Penalty: 4128.624512
	Iteration 37Q: 3 clusters Score -1.669804e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324904 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -16698057.000000 Penalty: 4128.624512
	Iteration 38Q: 3 clusters Score -1.669806e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324887 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -16698070.000000 Penalty: 4128.624512
	Iteration 39Q: 3 clusters Score -1.669807e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324869 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -16698087.000000 Penalty: 4128.624512
	Iteration 40F: 3 clusters Score -1.669809e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324856 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -16698081.000000 Penalty: 4128.624512
	Iteration 41Q: 3 clusters Score -1.669808e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324852 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -16698082.000000 Penalty: 4128.624512
	Iteration 42Q: 3 clusters Score -1.669808e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324847 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -16698081.000000 Penalty: 4128.624512
	Iteration 43Q: 3 clusters Score -1.669808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324843 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -16698085.000000 Penalty: 4128.624512
	Iteration 44Q: 3 clusters Score -1.669808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324842 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -16698064.000000 Penalty: 4128.624512
	Iteration 45Q: 3 clusters Score -1.669806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324838 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -16698064.000000 Penalty: 4128.624512
	Iteration 46Q: 3 clusters Score -1.669806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324837 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -16698055.000000 Penalty: 4128.624512
	Iteration 47Q: 3 clusters Score -1.669806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324836 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -16698054.000000 Penalty: 4128.624512
	Iteration 48Q: 3 clusters Score -1.669805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324834 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -16698057.000000 Penalty: 4128.624512
	Iteration 49Q: 3 clusters Score -1.669806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324830 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -16698066.000000 Penalty: 4128.624512
	Iteration 50Q: 3 clusters Score -1.669807e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324831 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -16698073.000000 Penalty: 4128.624512
	Iteration 51Q: 3 clusters Score -1.669807e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324830 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -16698077.000000 Penalty: 4128.624512
	Iteration 52Q: 3 clusters Score -1.669808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324828 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -16698076.000000 Penalty: 4128.624512
	Iteration 53Q: 3 clusters Score -1.669808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324825 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -16698068.000000 Penalty: 4128.624512
	Iteration 54Q: 3 clusters Score -1.669807e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324824 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -16698060.000000 Penalty: 4128.624512
	Iteration 55Q: 3 clusters Score -1.669806e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324824 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -16698060.000000 Penalty: 4128.624512
	Iteration 56F: 3 clusters Score -1.669806e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 3342 members 
Mstep: Class 3 contains 18287 members 
Mstep: Class 4 contains 2179 members 
Mstep: Class 5 contains 3865 members 
Mstep: Class 6 contains 6357 members 
Mstep: Class 7 contains 10321 members 
Mstep: Class 8 contains 324824 members 
Mstep: Class 9 contains 4060 members 
Mstep: Class 10 contains 3047 members 
Mstep: Class 11 contains 1900 members 
Mstep: Class 12 contains 5377 members 
Mstep: Class 15 contains 1972 members 
Mstep: Class 18 contains 15014 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 14075 members 
Mstep: Class 22 contains 12584 members 
Mstep: Class 23 contains 20973 members 
Entering Unmasked Estep 
Score: -23161542.000000 Penalty: 38156.070312
Splitting cluster 8 changes total score from -23160796.000000 to -23161542.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 10 (3047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Entering Unmasked Estep 
Score: -152231.656250 Penalty: 1303.560791
	Iteration 0F: 2 clusters Score -152231.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -149481.781250 Penalty: 2607.121582
	Iteration 0F: 3 clusters Score -149481.8 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -150108.234375 Penalty: 2607.121582
	Iteration 1F: 3 clusters Score -150108.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -150251.796875 Penalty: 2607.121582
	Iteration 2F: 3 clusters Score -150251.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -150353.968750 Penalty: 2607.121582
	Iteration 3F: 3 clusters Score -150354 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -150431.046875 Penalty: 2607.121582
	Iteration 4Q: 3 clusters Score -150431 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -150501.750000 Penalty: 2607.121582
	Iteration 5Q: 3 clusters Score -150501.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -150569.296875 Penalty: 2607.121582
	Iteration 6Q: 3 clusters Score -150569.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -150634.828125 Penalty: 2607.121582
	Iteration 7Q: 3 clusters Score -150634.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -150695.546875 Penalty: 2607.121582
	Iteration 8Q: 3 clusters Score -150695.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -150753.656250 Penalty: 2607.121582
	Iteration 9Q: 3 clusters Score -150753.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -150817.671875 Penalty: 2607.121582
	Iteration 10Q: 3 clusters Score -150817.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -150878.421875 Penalty: 2607.121582
	Iteration 11Q: 3 clusters Score -150878.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -150931.859375 Penalty: 2607.121582
	Iteration 12Q: 3 clusters Score -150931.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -150974.531250 Penalty: 2607.121582
	Iteration 13Q: 3 clusters Score -150974.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -151014.046875 Penalty: 2607.121582
	Iteration 14Q: 3 clusters Score -151014 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -151037.781250 Penalty: 2607.121582
	Iteration 15Q: 3 clusters Score -151037.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -151059.515625 Penalty: 2607.121582
	Iteration 16Q: 3 clusters Score -151059.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -151078.359375 Penalty: 2607.121582
	Iteration 17Q: 3 clusters Score -151078.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -151089.765625 Penalty: 2607.121582
	Iteration 18Q: 3 clusters Score -151089.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -151101.890625 Penalty: 2607.121582
	Iteration 19Q: 3 clusters Score -151101.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -151111.953125 Penalty: 2607.121582
	Iteration 20F: 3 clusters Score -151112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -151117.515625 Penalty: 2607.121582
	Iteration 21Q: 3 clusters Score -151117.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -151120.421875 Penalty: 2607.121582
	Iteration 22Q: 3 clusters Score -151120.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -151123.312500 Penalty: 2607.121582
	Iteration 23Q: 3 clusters Score -151123.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -151128.078125 Penalty: 2607.121582
	Iteration 24Q: 3 clusters Score -151128.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -151129.937500 Penalty: 2607.121582
	Iteration 25Q: 3 clusters Score -151129.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -151131.500000 Penalty: 2607.121582
	Iteration 26Q: 3 clusters Score -151131.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -151135.687500 Penalty: 2607.121582
	Iteration 27Q: 3 clusters Score -151135.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -151137.781250 Penalty: 2607.121582
	Iteration 28Q: 3 clusters Score -151137.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -151139.703125 Penalty: 2607.121582
	Iteration 29Q: 3 clusters Score -151139.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -151143.218750 Penalty: 2607.121582
	Iteration 30Q: 3 clusters Score -151143.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -151146.296875 Penalty: 2607.121582
	Iteration 31Q: 3 clusters Score -151146.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -151150.593750 Penalty: 2607.121582
	Iteration 32Q: 3 clusters Score -151150.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -151151.859375 Penalty: 2607.121582
	Iteration 33Q: 3 clusters Score -151151.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -151152.578125 Penalty: 2607.121582
	Iteration 34Q: 3 clusters Score -151152.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -151153.734375 Penalty: 2607.121582
	Iteration 35Q: 3 clusters Score -151153.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -151155.718750 Penalty: 2607.121582
	Iteration 36Q: 3 clusters Score -151155.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -151155.875000 Penalty: 2607.121582
	Iteration 37Q: 3 clusters Score -151155.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -151156.328125 Penalty: 2607.121582
	Iteration 38Q: 3 clusters Score -151156.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -151156.328125 Penalty: 2607.121582
	Iteration 39F: 3 clusters Score -151156.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Entering Unmasked Estep 
Score: -100090.601562 Penalty: 1226.811523
	Iteration 0F: 2 clusters Score -100090.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -98046.921875 Penalty: 2453.623047
	Iteration 0F: 3 clusters Score -98046.92 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -98454.796875 Penalty: 2453.623047
	Iteration 1F: 3 clusters Score -98454.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -98558.640625 Penalty: 2453.623047
	Iteration 2F: 3 clusters Score -98558.64 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -98612.984375 Penalty: 2453.623047
	Iteration 3Q: 3 clusters Score -98612.98 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -98649.437500 Penalty: 2453.623047
	Iteration 4Q: 3 clusters Score -98649.44 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -98683.062500 Penalty: 2453.623047
	Iteration 5Q: 3 clusters Score -98683.06 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -98704.703125 Penalty: 2453.623047
	Iteration 6Q: 3 clusters Score -98704.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -98721.429688 Penalty: 2453.623047
	Iteration 7Q: 3 clusters Score -98721.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -98733.281250 Penalty: 2453.623047
	Iteration 8Q: 3 clusters Score -98733.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -98740.671875 Penalty: 2453.623047
	Iteration 9Q: 3 clusters Score -98740.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -98746.640625 Penalty: 2453.623047
	Iteration 10Q: 3 clusters Score -98746.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -98752.187500 Penalty: 2453.623047
	Iteration 11Q: 3 clusters Score -98752.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -98757.906250 Penalty: 2453.623047
	Iteration 12Q: 3 clusters Score -98757.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -98761.812500 Penalty: 2453.623047
	Iteration 13Q: 3 clusters Score -98761.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -98763.992188 Penalty: 2453.623047
	Iteration 14Q: 3 clusters Score -98763.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -98765.828125 Penalty: 2453.623047
	Iteration 15Q: 3 clusters Score -98765.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -98766.093750 Penalty: 2453.623047
	Iteration 16Q: 3 clusters Score -98766.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -98766.648438 Penalty: 2453.623047
	Iteration 17Q: 3 clusters Score -98766.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -98767.937500 Penalty: 2453.623047
	Iteration 18Q: 3 clusters Score -98767.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -98769.789062 Penalty: 2453.623047
	Iteration 19Q: 3 clusters Score -98769.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -98771.648438 Penalty: 2453.623047
	Iteration 20F: 3 clusters Score -98771.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -98773.906250 Penalty: 2453.623047
	Iteration 21Q: 3 clusters Score -98773.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -98776.718750 Penalty: 2453.623047
	Iteration 22Q: 3 clusters Score -98776.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -98778.031250 Penalty: 2453.623047
	Iteration 23Q: 3 clusters Score -98778.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -98778.093750 Penalty: 2453.623047
	Iteration 24Q: 3 clusters Score -98778.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -98779.078125 Penalty: 2453.623047
	Iteration 25Q: 3 clusters Score -98779.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -98780.734375 Penalty: 2453.623047
	Iteration 26Q: 3 clusters Score -98780.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -98782.046875 Penalty: 2453.623047
	Iteration 27Q: 3 clusters Score -98782.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -98783.421875 Penalty: 2453.623047
	Iteration 28Q: 3 clusters Score -98783.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -98783.421875 Penalty: 2453.623047
	Iteration 29F: 3 clusters Score -98783.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Entering Unmasked Estep 
Score: -300363.406250 Penalty: 1395.856445
	Iteration 0F: 2 clusters Score -300363.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -296115.843750 Penalty: 2791.712891
	Iteration 0F: 3 clusters Score -296115.8 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -297174.031250 Penalty: 2791.712891
	Iteration 1F: 3 clusters Score -297174 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -297335.812500 Penalty: 2791.712891
	Iteration 2F: 3 clusters Score -297335.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -297473.500000 Penalty: 2791.712891
	Iteration 3F: 3 clusters Score -297473.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -297556.468750 Penalty: 2791.712891
	Iteration 4Q: 3 clusters Score -297556.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -297615.406250 Penalty: 2791.712891
	Iteration 5Q: 3 clusters Score -297615.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -297675.187500 Penalty: 2791.712891
	Iteration 6Q: 3 clusters Score -297675.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -297742.031250 Penalty: 2791.712891
	Iteration 7Q: 3 clusters Score -297742 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -297798.500000 Penalty: 2791.712891
	Iteration 8Q: 3 clusters Score -297798.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -297856.781250 Penalty: 2791.712891
	Iteration 9Q: 3 clusters Score -297856.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -297900.687500 Penalty: 2791.712891
	Iteration 10Q: 3 clusters Score -297900.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -297954.906250 Penalty: 2791.712891
	Iteration 11Q: 3 clusters Score -297954.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -298017.218750 Penalty: 2791.712891
	Iteration 12Q: 3 clusters Score -298017.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -298072.468750 Penalty: 2791.712891
	Iteration 13Q: 3 clusters Score -298072.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -298138.593750 Penalty: 2791.712891
	Iteration 14Q: 3 clusters Score -298138.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -298225.718750 Penalty: 2791.712891
	Iteration 15Q: 3 clusters Score -298225.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -298332.906250 Penalty: 2791.712891
	Iteration 16Q: 3 clusters Score -298332.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -298446.531250 Penalty: 2791.712891
	Iteration 17Q: 3 clusters Score -298446.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -298564.218750 Penalty: 2791.712891
	Iteration 18Q: 3 clusters Score -298564.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -298666.937500 Penalty: 2791.712891
	Iteration 19Q: 3 clusters Score -298666.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -298743.687500 Penalty: 2791.712891
	Iteration 20F: 3 clusters Score -298743.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -298813.093750 Penalty: 2791.712891
	Iteration 21Q: 3 clusters Score -298813.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -298872.437500 Penalty: 2791.712891
	Iteration 22Q: 3 clusters Score -298872.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -298927.437500 Penalty: 2791.712891
	Iteration 23Q: 3 clusters Score -298927.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -298974.593750 Penalty: 2791.712891
	Iteration 24Q: 3 clusters Score -298974.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -299019.437500 Penalty: 2791.712891
	Iteration 25Q: 3 clusters Score -299019.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -299063.687500 Penalty: 2791.712891
	Iteration 26Q: 3 clusters Score -299063.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -299091.031250 Penalty: 2791.712891
	Iteration 27Q: 3 clusters Score -299091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -299114.281250 Penalty: 2791.712891
	Iteration 28Q: 3 clusters Score -299114.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -299130.125000 Penalty: 2791.712891
	Iteration 29Q: 3 clusters Score -299130.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -299134.218750 Penalty: 2791.712891
	Iteration 30Q: 3 clusters Score -299134.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -299138.750000 Penalty: 2791.712891
	Iteration 31Q: 3 clusters Score -299138.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -299141.937500 Penalty: 2791.712891
	Iteration 32Q: 3 clusters Score -299141.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -299144.937500 Penalty: 2791.712891
	Iteration 33Q: 3 clusters Score -299144.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -299144.937500 Penalty: 2791.712891
	Iteration 34F: 3 clusters Score -299144.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Entering Unmasked Estep 
Score: -104309.726562 Penalty: 1232.855591
	Iteration 0F: 2 clusters Score -104309.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -102215.312500 Penalty: 2465.711182
	Iteration 0F: 3 clusters Score -102215.3 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -102585.484375 Penalty: 2465.711182
	Iteration 1F: 3 clusters Score -102585.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -102688.023438 Penalty: 2465.711182
	Iteration 2F: 3 clusters Score -102688 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -102754.679688 Penalty: 2465.711182
	Iteration 3Q: 3 clusters Score -102754.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -102826.007812 Penalty: 2465.711182
	Iteration 4Q: 3 clusters Score -102826 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -102869.437500 Penalty: 2465.711182
	Iteration 5Q: 3 clusters Score -102869.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -102893.914062 Penalty: 2465.711182
	Iteration 6Q: 3 clusters Score -102893.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -102908.609375 Penalty: 2465.711182
	Iteration 7Q: 3 clusters Score -102908.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -102921.414062 Penalty: 2465.711182
	Iteration 8Q: 3 clusters Score -102921.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -102932.828125 Penalty: 2465.711182
	Iteration 9Q: 3 clusters Score -102932.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -102938.437500 Penalty: 2465.711182
	Iteration 10Q: 3 clusters Score -102938.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -102942.585938 Penalty: 2465.711182
	Iteration 11Q: 3 clusters Score -102942.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -102945.070312 Penalty: 2465.711182
	Iteration 12Q: 3 clusters Score -102945.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -102947.125000 Penalty: 2465.711182
	Iteration 13Q: 3 clusters Score -102947.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -102949.007812 Penalty: 2465.711182
	Iteration 14Q: 3 clusters Score -102949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -102950.656250 Penalty: 2465.711182
	Iteration 15Q: 3 clusters Score -102950.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -102952.507812 Penalty: 2465.711182
	Iteration 16Q: 3 clusters Score -102952.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -102952.960938 Penalty: 2465.711182
	Iteration 17Q: 3 clusters Score -102953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -102954.710938 Penalty: 2465.711182
	Iteration 18Q: 3 clusters Score -102954.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -102956.148438 Penalty: 2465.711182
	Iteration 19Q: 3 clusters Score -102956.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -102956.750000 Penalty: 2465.711182
	Iteration 20F: 3 clusters Score -102956.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -102957.203125 Penalty: 2465.711182
	Iteration 21Q: 3 clusters Score -102957.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -102958.164062 Penalty: 2465.711182
	Iteration 22Q: 3 clusters Score -102958.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -102958.945312 Penalty: 2465.711182
	Iteration 23Q: 3 clusters Score -102958.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -102960.242188 Penalty: 2465.711182
	Iteration 24Q: 3 clusters Score -102960.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -102960.609375 Penalty: 2465.711182
	Iteration 25Q: 3 clusters Score -102960.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -102960.859375 Penalty: 2465.711182
	Iteration 26Q: 3 clusters Score -102960.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -102960.859375 Penalty: 2465.711182
	Iteration 27F: 3 clusters Score -102960.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Entering Unmasked Estep 
Score: -824910.937500 Penalty: 1562.719971
	Iteration 0F: 2 clusters Score -824910.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -814462.687500 Penalty: 3125.439941
	Iteration 0F: 3 clusters Score -814462.7 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -818042.750000 Penalty: 3125.439941
	Iteration 1F: 3 clusters Score -818042.8 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -818405.187500 Penalty: 3125.439941
	Iteration 2F: 3 clusters Score -818405.2 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -818842.937500 Penalty: 3125.439941
	Iteration 3F: 3 clusters Score -818842.9 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -819445.875000 Penalty: 3125.439941
	Iteration 4F: 3 clusters Score -819445.9 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -820369.062500 Penalty: 3125.439941
	Iteration 5F: 3 clusters Score -820369.1 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -821455.562500 Penalty: 3125.439941
	Iteration 6F: 3 clusters Score -821455.6 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -822364.250000 Penalty: 3125.439941
	Iteration 7F: 3 clusters Score -822364.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -822919.062500 Penalty: 3125.439941
	Iteration 8Q: 3 clusters Score -822919.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -823211.312500 Penalty: 3125.439941
	Iteration 9Q: 3 clusters Score -823211.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -823349.000000 Penalty: 3125.439941
	Iteration 10Q: 3 clusters Score -823349 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -823416.250000 Penalty: 3125.439941
	Iteration 11Q: 3 clusters Score -823416.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -823454.000000 Penalty: 3125.439941
	Iteration 12Q: 3 clusters Score -823454 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -823479.875000 Penalty: 3125.439941
	Iteration 13Q: 3 clusters Score -823479.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -823488.125000 Penalty: 3125.439941
	Iteration 14Q: 3 clusters Score -823488.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -823497.312500 Penalty: 3125.439941
	Iteration 15Q: 3 clusters Score -823497.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -823503.500000 Penalty: 3125.439941
	Iteration 16Q: 3 clusters Score -823503.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -823505.000000 Penalty: 3125.439941
	Iteration 17Q: 3 clusters Score -823505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -823507.187500 Penalty: 3125.439941
	Iteration 18Q: 3 clusters Score -823507.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -823511.625000 Penalty: 3125.439941
	Iteration 19Q: 3 clusters Score -823511.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -823515.562500 Penalty: 3125.439941
	Iteration 20F: 3 clusters Score -823515.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -823518.875000 Penalty: 3125.439941
	Iteration 21Q: 3 clusters Score -823518.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -823519.437500 Penalty: 3125.439941
	Iteration 22Q: 3 clusters Score -823519.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -823523.937500 Penalty: 3125.439941
	Iteration 23Q: 3 clusters Score -823523.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -823527.750000 Penalty: 3125.439941
	Iteration 24Q: 3 clusters Score -823527.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -823528.312500 Penalty: 3125.439941
	Iteration 25Q: 3 clusters Score -823528.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -823528.812500 Penalty: 3125.439941
	Iteration 26Q: 3 clusters Score -823528.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -823528.375000 Penalty: 3125.439941
	Iteration 27Q: 3 clusters Score -823528.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -823528.375000 Penalty: 3125.439941
	Iteration 28F: 3 clusters Score -823528.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Entering Unmasked Estep 
Score: -59295.585938 Penalty: 1158.640991
	Iteration 0F: 2 clusters Score -59295.59 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 610 members 
Entering Unmasked Estep 
Score: -57653.601562 Penalty: 2317.281982
	Iteration 0F: 3 clusters Score -57653.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -57979.960938 Penalty: 2317.281982
	Iteration 1F: 3 clusters Score -57979.96 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -58088.882812 Penalty: 2317.281982
	Iteration 2F: 3 clusters Score -58088.88 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -58144.242188 Penalty: 2317.281982
	Iteration 3F: 3 clusters Score -58144.24 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -58172.789062 Penalty: 2317.281982
	Iteration 4Q: 3 clusters Score -58172.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -58189.925781 Penalty: 2317.281982
	Iteration 5Q: 3 clusters Score -58189.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -58200.078125 Penalty: 2317.281982
	Iteration 6Q: 3 clusters Score -58200.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -58207.984375 Penalty: 2317.281982
	Iteration 7Q: 3 clusters Score -58207.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -58213.757812 Penalty: 2317.281982
	Iteration 8Q: 3 clusters Score -58213.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -58222.046875 Penalty: 2317.281982
	Iteration 9Q: 3 clusters Score -58222.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -58227.843750 Penalty: 2317.281982
	Iteration 10Q: 3 clusters Score -58227.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -58235.640625 Penalty: 2317.281982
	Iteration 11Q: 3 clusters Score -58235.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -58242.867188 Penalty: 2317.281982
	Iteration 12Q: 3 clusters Score -58242.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -58249.046875 Penalty: 2317.281982
	Iteration 13Q: 3 clusters Score -58249.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -58250.832031 Penalty: 2317.281982
	Iteration 14Q: 3 clusters Score -58250.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -58251.984375 Penalty: 2317.281982
	Iteration 15Q: 3 clusters Score -58251.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -58253.292969 Penalty: 2317.281982
	Iteration 16Q: 3 clusters Score -58253.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -58253.652344 Penalty: 2317.281982
	Iteration 17Q: 3 clusters Score -58253.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -58253.652344 Penalty: 2317.281982
	Iteration 18F: 3 clusters Score -58253.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Entering Unmasked Estep 
Score: -743714.375000 Penalty: 1552.225220
	Iteration 0F: 2 clusters Score -743714.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -733950.625000 Penalty: 3104.450439
	Iteration 0F: 3 clusters Score -733950.6 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -737122.000000 Penalty: 3104.450439
	Iteration 1F: 3 clusters Score -737122 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -737419.937500 Penalty: 3104.450439
	Iteration 2F: 3 clusters Score -737419.9 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -737648.375000 Penalty: 3104.450439
	Iteration 3Q: 3 clusters Score -737648.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -737844.687500 Penalty: 3104.450439
	Iteration 4Q: 3 clusters Score -737844.7 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -738037.937500 Penalty: 3104.450439
	Iteration 5Q: 3 clusters Score -738037.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -738230.125000 Penalty: 3104.450439
	Iteration 6Q: 3 clusters Score -738230.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -738419.125000 Penalty: 3104.450439
	Iteration 7Q: 3 clusters Score -738419.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -738628.250000 Penalty: 3104.450439
	Iteration 8Q: 3 clusters Score -738628.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -738894.812500 Penalty: 3104.450439
	Iteration 9Q: 3 clusters Score -738894.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -739194.812500 Penalty: 3104.450439
	Iteration 10Q: 3 clusters Score -739194.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -739501.687500 Penalty: 3104.450439
	Iteration 11Q: 3 clusters Score -739501.7 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -739812.937500 Penalty: 3104.450439
	Iteration 12Q: 3 clusters Score -739812.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -740143.062500 Penalty: 3104.450439
	Iteration 13Q: 3 clusters Score -740143.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -740467.375000 Penalty: 3104.450439
	Iteration 14Q: 3 clusters Score -740467.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -740727.687500 Penalty: 3104.450439
	Iteration 15Q: 3 clusters Score -740727.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -740957.125000 Penalty: 3104.450439
	Iteration 16Q: 3 clusters Score -740957.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -741180.062500 Penalty: 3104.450439
	Iteration 17Q: 3 clusters Score -741180.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -741365.687500 Penalty: 3104.450439
	Iteration 18Q: 3 clusters Score -741365.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -741526.687500 Penalty: 3104.450439
	Iteration 19Q: 3 clusters Score -741526.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -741663.187500 Penalty: 3104.450439
	Iteration 20F: 3 clusters Score -741663.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -741774.875000 Penalty: 3104.450439
	Iteration 21Q: 3 clusters Score -741774.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -741885.500000 Penalty: 3104.450439
	Iteration 22Q: 3 clusters Score -741885.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -741980.187500 Penalty: 3104.450439
	Iteration 23Q: 3 clusters Score -741980.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -742045.625000 Penalty: 3104.450439
	Iteration 24Q: 3 clusters Score -742045.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -742099.062500 Penalty: 3104.450439
	Iteration 25Q: 3 clusters Score -742099.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -742145.750000 Penalty: 3104.450439
	Iteration 26Q: 3 clusters Score -742145.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -742186.000000 Penalty: 3104.450439
	Iteration 27Q: 3 clusters Score -742186 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -742213.312500 Penalty: 3104.450439
	Iteration 28Q: 3 clusters Score -742213.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -742245.875000 Penalty: 3104.450439
	Iteration 29Q: 3 clusters Score -742245.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -742277.750000 Penalty: 3104.450439
	Iteration 30Q: 3 clusters Score -742277.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -742297.250000 Penalty: 3104.450439
	Iteration 31Q: 3 clusters Score -742297.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -742304.250000 Penalty: 3104.450439
	Iteration 32Q: 3 clusters Score -742304.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -742314.625000 Penalty: 3104.450439
	Iteration 33Q: 3 clusters Score -742314.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -742324.500000 Penalty: 3104.450439
	Iteration 34Q: 3 clusters Score -742324.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -742327.312500 Penalty: 3104.450439
	Iteration 35Q: 3 clusters Score -742327.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -742335.125000 Penalty: 3104.450439
	Iteration 36Q: 3 clusters Score -742335.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -742339.562500 Penalty: 3104.450439
	Iteration 37Q: 3 clusters Score -742339.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -742346.187500 Penalty: 3104.450439
	Iteration 38Q: 3 clusters Score -742346.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -742350.000000 Penalty: 3104.450439
	Iteration 39Q: 3 clusters Score -742350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -742358.437500 Penalty: 3104.450439
	Iteration 40F: 3 clusters Score -742358.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -742365.625000 Penalty: 3104.450439
	Iteration 41Q: 3 clusters Score -742365.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -742368.000000 Penalty: 3104.450439
	Iteration 42Q: 3 clusters Score -742368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -742371.812500 Penalty: 3104.450439
	Iteration 43Q: 3 clusters Score -742371.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -742374.625000 Penalty: 3104.450439
	Iteration 44Q: 3 clusters Score -742374.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -742375.375000 Penalty: 3104.450439
	Iteration 45Q: 3 clusters Score -742375.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -742376.187500 Penalty: 3104.450439
	Iteration 46Q: 3 clusters Score -742376.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -742376.187500 Penalty: 3104.450439
	Iteration 47F: 3 clusters Score -742376.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Entering Unmasked Estep 
Score: -658900.250000 Penalty: 1534.029541
	Iteration 0F: 2 clusters Score -658900.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -650058.187500 Penalty: 3068.059082
	Iteration 0F: 3 clusters Score -650058.2 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -653203.000000 Penalty: 3068.059082
	Iteration 1F: 3 clusters Score -653203 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -653645.375000 Penalty: 3068.059082
	Iteration 2F: 3 clusters Score -653645.4 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -654089.875000 Penalty: 3068.059082
	Iteration 3F: 3 clusters Score -654089.9 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -654501.812500 Penalty: 3068.059082
	Iteration 4F: 3 clusters Score -654501.8 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -654894.500000 Penalty: 3068.059082
	Iteration 5F: 3 clusters Score -654894.5 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -655283.875000 Penalty: 3068.059082
	Iteration 6F: 3 clusters Score -655283.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -655639.187500 Penalty: 3068.059082
	Iteration 7Q: 3 clusters Score -655639.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -655917.250000 Penalty: 3068.059082
	Iteration 8Q: 3 clusters Score -655917.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -656102.000000 Penalty: 3068.059082
	Iteration 9Q: 3 clusters Score -656102 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -656211.750000 Penalty: 3068.059082
	Iteration 10Q: 3 clusters Score -656211.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -656279.562500 Penalty: 3068.059082
	Iteration 11Q: 3 clusters Score -656279.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -656326.687500 Penalty: 3068.059082
	Iteration 12Q: 3 clusters Score -656326.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -656367.125000 Penalty: 3068.059082
	Iteration 13Q: 3 clusters Score -656367.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -656397.812500 Penalty: 3068.059082
	Iteration 14Q: 3 clusters Score -656397.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -656419.187500 Penalty: 3068.059082
	Iteration 15Q: 3 clusters Score -656419.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -656441.250000 Penalty: 3068.059082
	Iteration 16Q: 3 clusters Score -656441.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -656457.812500 Penalty: 3068.059082
	Iteration 17Q: 3 clusters Score -656457.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -656476.375000 Penalty: 3068.059082
	Iteration 18Q: 3 clusters Score -656476.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -656491.562500 Penalty: 3068.059082
	Iteration 19Q: 3 clusters Score -656491.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -656497.812500 Penalty: 3068.059082
	Iteration 20F: 3 clusters Score -656497.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -656509.000000 Penalty: 3068.059082
	Iteration 21Q: 3 clusters Score -656509 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -656513.625000 Penalty: 3068.059082
	Iteration 22Q: 3 clusters Score -656513.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -656522.687500 Penalty: 3068.059082
	Iteration 23Q: 3 clusters Score -656522.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -656529.750000 Penalty: 3068.059082
	Iteration 24Q: 3 clusters Score -656529.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -656536.187500 Penalty: 3068.059082
	Iteration 25Q: 3 clusters Score -656536.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -656540.875000 Penalty: 3068.059082
	Iteration 26Q: 3 clusters Score -656540.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -656544.625000 Penalty: 3068.059082
	Iteration 27Q: 3 clusters Score -656544.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -656546.750000 Penalty: 3068.059082
	Iteration 28Q: 3 clusters Score -656546.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -656553.625000 Penalty: 3068.059082
	Iteration 29Q: 3 clusters Score -656553.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -656556.312500 Penalty: 3068.059082
	Iteration 30Q: 3 clusters Score -656556.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -656564.750000 Penalty: 3068.059082
	Iteration 31Q: 3 clusters Score -656564.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -656574.062500 Penalty: 3068.059082
	Iteration 32Q: 3 clusters Score -656574.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -656579.812500 Penalty: 3068.059082
	Iteration 33Q: 3 clusters Score -656579.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -656585.750000 Penalty: 3068.059082
	Iteration 34Q: 3 clusters Score -656585.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -656592.062500 Penalty: 3068.059082
	Iteration 35Q: 3 clusters Score -656592.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -656595.875000 Penalty: 3068.059082
	Iteration 36Q: 3 clusters Score -656595.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -656608.687500 Penalty: 3068.059082
	Iteration 37Q: 3 clusters Score -656608.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -656619.062500 Penalty: 3068.059082
	Iteration 38Q: 3 clusters Score -656619.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -656631.937500 Penalty: 3068.059082
	Iteration 39Q: 3 clusters Score -656631.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -656646.125000 Penalty: 3068.059082
	Iteration 40F: 3 clusters Score -656646.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -656660.562500 Penalty: 3068.059082
	Iteration 41Q: 3 clusters Score -656660.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -656683.437500 Penalty: 3068.059082
	Iteration 42Q: 3 clusters Score -656683.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -656714.062500 Penalty: 3068.059082
	Iteration 43Q: 3 clusters Score -656714.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -656746.750000 Penalty: 3068.059082
	Iteration 44Q: 3 clusters Score -656746.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -656789.062500 Penalty: 3068.059082
	Iteration 45Q: 3 clusters Score -656789.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -656828.062500 Penalty: 3068.059082
	Iteration 46Q: 3 clusters Score -656828.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -656860.000000 Penalty: 3068.059082
	Iteration 47Q: 3 clusters Score -656860 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -656894.937500 Penalty: 3068.059082
	Iteration 48Q: 3 clusters Score -656894.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -656934.000000 Penalty: 3068.059082
	Iteration 49Q: 3 clusters Score -656934 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -656980.125000 Penalty: 3068.059082
	Iteration 50Q: 3 clusters Score -656980.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -657026.437500 Penalty: 3068.059082
	Iteration 51Q: 3 clusters Score -657026.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -657073.687500 Penalty: 3068.059082
	Iteration 52Q: 3 clusters Score -657073.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -657119.812500 Penalty: 3068.059082
	Iteration 53Q: 3 clusters Score -657119.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -657157.062500 Penalty: 3068.059082
	Iteration 54Q: 3 clusters Score -657157.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -657186.500000 Penalty: 3068.059082
	Iteration 55Q: 3 clusters Score -657186.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -657209.562500 Penalty: 3068.059082
	Iteration 56Q: 3 clusters Score -657209.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -657232.250000 Penalty: 3068.059082
	Iteration 57Q: 3 clusters Score -657232.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -657251.812500 Penalty: 3068.059082
	Iteration 58Q: 3 clusters Score -657251.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -657274.375000 Penalty: 3068.059082
	Iteration 59Q: 3 clusters Score -657274.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -657299.437500 Penalty: 3068.059082
	Iteration 60F: 3 clusters Score -657299.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -657326.375000 Penalty: 3068.059082
	Iteration 61Q: 3 clusters Score -657326.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -657348.812500 Penalty: 3068.059082
	Iteration 62Q: 3 clusters Score -657348.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -657369.625000 Penalty: 3068.059082
	Iteration 63Q: 3 clusters Score -657369.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -657388.750000 Penalty: 3068.059082
	Iteration 64Q: 3 clusters Score -657388.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -657408.750000 Penalty: 3068.059082
	Iteration 65Q: 3 clusters Score -657408.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -657427.750000 Penalty: 3068.059082
	Iteration 66Q: 3 clusters Score -657427.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -657443.562500 Penalty: 3068.059082
	Iteration 67Q: 3 clusters Score -657443.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -657455.625000 Penalty: 3068.059082
	Iteration 68Q: 3 clusters Score -657455.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -657465.250000 Penalty: 3068.059082
	Iteration 69Q: 3 clusters Score -657465.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -657473.500000 Penalty: 3068.059082
	Iteration 70Q: 3 clusters Score -657473.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -657479.437500 Penalty: 3068.059082
	Iteration 71Q: 3 clusters Score -657479.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -657485.875000 Penalty: 3068.059082
	Iteration 72Q: 3 clusters Score -657485.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -657492.062500 Penalty: 3068.059082
	Iteration 73Q: 3 clusters Score -657492.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -657496.625000 Penalty: 3068.059082
	Iteration 74Q: 3 clusters Score -657496.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -657500.187500 Penalty: 3068.059082
	Iteration 75Q: 3 clusters Score -657500.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -657508.625000 Penalty: 3068.059082
	Iteration 76Q: 3 clusters Score -657508.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -657514.437500 Penalty: 3068.059082
	Iteration 77Q: 3 clusters Score -657514.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -657523.625000 Penalty: 3068.059082
	Iteration 78Q: 3 clusters Score -657523.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -657527.125000 Penalty: 3068.059082
	Iteration 79Q: 3 clusters Score -657527.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -657529.000000 Penalty: 3068.059082
	Iteration 80F: 3 clusters Score -657529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -657530.937500 Penalty: 3068.059082
	Iteration 81Q: 3 clusters Score -657530.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -657531.937500 Penalty: 3068.059082
	Iteration 82Q: 3 clusters Score -657531.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -657533.875000 Penalty: 3068.059082
	Iteration 83Q: 3 clusters Score -657533.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -657532.937500 Penalty: 3068.059082
	Iteration 84Q: 3 clusters Score -657532.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -657533.937500 Penalty: 3068.059082
	Iteration 85Q: 3 clusters Score -657533.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -657535.062500 Penalty: 3068.059082
	Iteration 86Q: 3 clusters Score -657535.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -657536.375000 Penalty: 3068.059082
	Iteration 87Q: 3 clusters Score -657536.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -657537.875000 Penalty: 3068.059082
	Iteration 88Q: 3 clusters Score -657537.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -657538.687500 Penalty: 3068.059082
	Iteration 89Q: 3 clusters Score -657538.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -657538.812500 Penalty: 3068.059082
	Iteration 90Q: 3 clusters Score -657538.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -657539.062500 Penalty: 3068.059082
	Iteration 91Q: 3 clusters Score -657539.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -657538.312500 Penalty: 3068.059082
	Iteration 92Q: 3 clusters Score -657538.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -657538.312500 Penalty: 3068.059082
	Iteration 93F: 3 clusters Score -657538.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Entering Unmasked Estep 
Score: -1111536.125000 Penalty: 1617.036133
	Iteration 0F: 2 clusters Score -1111536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1097052.750000 Penalty: 3234.072266
	Iteration 0F: 3 clusters Score -1097053 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1102423.000000 Penalty: 3234.072266
	Iteration 1F: 3 clusters Score -1102423 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1102832.875000 Penalty: 3234.072266
	Iteration 2F: 3 clusters Score -1102833 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1103255.375000 Penalty: 3234.072266
	Iteration 3Q: 3 clusters Score -1103255 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1103627.500000 Penalty: 3234.072266
	Iteration 4Q: 3 clusters Score -1103628 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1103968.125000 Penalty: 3234.072266
	Iteration 5Q: 3 clusters Score -1103968 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1104236.875000 Penalty: 3234.072266
	Iteration 6Q: 3 clusters Score -1104237 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1104475.000000 Penalty: 3234.072266
	Iteration 7Q: 3 clusters Score -1104475 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1104677.750000 Penalty: 3234.072266
	Iteration 8Q: 3 clusters Score -1104678 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1104873.750000 Penalty: 3234.072266
	Iteration 9Q: 3 clusters Score -1104874 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1105046.000000 Penalty: 3234.072266
	Iteration 10Q: 3 clusters Score -1105046 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1105207.500000 Penalty: 3234.072266
	Iteration 11Q: 3 clusters Score -1105208 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1105369.125000 Penalty: 3234.072266
	Iteration 12Q: 3 clusters Score -1105369 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1105589.875000 Penalty: 3234.072266
	Iteration 13Q: 3 clusters Score -1105590 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1105890.750000 Penalty: 3234.072266
	Iteration 14Q: 3 clusters Score -1105891 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1106272.875000 Penalty: 3234.072266
	Iteration 15Q: 3 clusters Score -1106273 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1106727.625000 Penalty: 3234.072266
	Iteration 16Q: 3 clusters Score -1106728 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -1107245.250000 Penalty: 3234.072266
	Iteration 17Q: 3 clusters Score -1107245 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -1107782.625000 Penalty: 3234.072266
	Iteration 18Q: 3 clusters Score -1107783 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -1108279.750000 Penalty: 3234.072266
	Iteration 19Q: 3 clusters Score -1108280 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -1108670.625000 Penalty: 3234.072266
	Iteration 20F: 3 clusters Score -1108671 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -1109024.500000 Penalty: 3234.072266
	Iteration 21Q: 3 clusters Score -1109024 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -1109296.250000 Penalty: 3234.072266
	Iteration 22Q: 3 clusters Score -1109296 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1109518 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1109702 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1109878 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1110036 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1110177 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1110323 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1110464 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1110599 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1110698 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1110777 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1110835 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1110875 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1110912 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1110936 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1110947 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1110963 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1110969 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1110989 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1111011 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1111036 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1111055 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1111074 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1111097 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1111117 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1111126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1111130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1111135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -1111137.500000 Penalty: 3234.072266
	Iteration 50Q: 3 clusters Score -1111138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1111136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1111138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1111140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1111139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1111142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1111143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1111143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1111145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1111145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1111145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 3342 members 
Mstep: Class 3 contains 18287 members 
Mstep: Class 4 contains 2179 members 
Mstep: Class 5 contains 3865 members 
Mstep: Class 6 contains 6357 members 
Mstep: Class 7 contains 10321 members 
Mstep: Class 8 contains 324824 members 
Mstep: Class 10 contains 3047 members 
Mstep: Class 11 contains 1900 members 
Mstep: Class 12 contains 5377 members 
Mstep: Class 15 contains 1972 members 
Mstep: Class 18 contains 15014 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 14075 members 
Mstep: Class 22 contains 12584 members 
Mstep: Class 23 contains 20973 members 
Entering Unmasked Estep 
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Iteration 199Q: 19 clusters Score -2.316157e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 3343 members 
Mstep: Class 3 contains 18323 members 
Mstep: Class 4 contains 2179 members 
Mstep: Class 5 contains 3819 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 7 contains 10357 members 
Mstep: Class 8 contains 324783 members 
Mstep: Class 9 contains 4060 members 
Mstep: Class 10 contains 3037 members 
Mstep: Class 11 contains 1905 members 
Mstep: Class 12 contains 5377 members 
Mstep: Class 15 contains 1974 members 
Mstep: Class 18 contains 14873 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 14096 members 
Mstep: Class 22 contains 12606 members 
Mstep: Class 23 contains 21039 members 
Entering Unmasked Estep 
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Iteration 200F: 19 clusters Score -2.316164e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 3345 members 
Mstep: Class 3 contains 18354 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 3778 members 
Mstep: Class 6 contains 6395 members 
Mstep: Class 7 contains 10381 members 
Mstep: Class 8 contains 324834 members 
Mstep: Class 9 contains 4074 members 
Mstep: Class 10 contains 3026 members 
Mstep: Class 11 contains 1904 members 
Mstep: Class 12 contains 5379 members 
Mstep: Class 15 contains 1974 members 
Mstep: Class 18 contains 14722 members 
Mstep: Class 19 contains 1255 members 
Mstep: Class 20 contains 14116 members 
Mstep: Class 22 contains 12626 members 
Mstep: Class 23 contains 21072 members 
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Iteration 201Q: 19 clusters Score -2.316166e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 3345 members 
Mstep: Class 3 contains 18381 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 3740 members 
Mstep: Class 6 contains 6391 members 
Mstep: Class 7 contains 10398 members 
Mstep: Class 8 contains 324917 members 
Mstep: Class 9 contains 4090 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 1904 members 
Mstep: Class 12 contains 5377 members 
Mstep: Class 15 contains 1973 members 
Mstep: Class 18 contains 14583 members 
Mstep: Class 19 contains 1253 members 
Mstep: Class 20 contains 14132 members 
Mstep: Class 22 contains 12641 members 
Mstep: Class 23 contains 21087 members 
Entering Unmasked Estep 
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Iteration 202Q: 19 clusters Score -2.316169e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 3346 members 
Mstep: Class 3 contains 18400 members 
Mstep: Class 4 contains 2183 members 
Mstep: Class 5 contains 3691 members 
Mstep: Class 6 contains 6394 members 
Mstep: Class 7 contains 10406 members 
Mstep: Class 8 contains 325029 members 
Mstep: Class 9 contains 4101 members 
Mstep: Class 10 contains 3012 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 5372 members 
Mstep: Class 15 contains 1973 members 
Mstep: Class 18 contains 14460 members 
Mstep: Class 19 contains 1251 members 
Mstep: Class 20 contains 14142 members 
Mstep: Class 22 contains 12652 members 
Mstep: Class 23 contains 21089 members 
Entering Unmasked Estep 
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Iteration 203Q: 19 clusters Score -2.316166e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 3346 members 
Mstep: Class 3 contains 18409 members 
Mstep: Class 4 contains 2184 members 
Mstep: Class 5 contains 3649 members 
Mstep: Class 6 contains 6392 members 
Mstep: Class 7 contains 10417 members 
Mstep: Class 8 contains 325132 members 
Mstep: Class 9 contains 4110 members 
Mstep: Class 10 contains 3007 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 12 contains 5371 members 
Mstep: Class 15 contains 1974 members 
Mstep: Class 18 contains 14342 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 14152 members 
Mstep: Class 22 contains 12666 members 
Mstep: Class 23 contains 21094 members 
Entering Unmasked Estep 
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Iteration 204Q: 19 clusters Score -2.316168e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 3346 members 
Mstep: Class 3 contains 18410 members 
Mstep: Class 4 contains 2184 members 
Mstep: Class 5 contains 3612 members 
Mstep: Class 6 contains 6391 members 
Mstep: Class 7 contains 10424 members 
Mstep: Class 8 contains 325239 members 
Mstep: Class 9 contains 4120 members 
Mstep: Class 10 contains 3003 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 5369 members 
Mstep: Class 15 contains 1974 members 
Mstep: Class 18 contains 14241 members 
Mstep: Class 19 contains 1247 members 
Mstep: Class 20 contains 14155 members 
Mstep: Class 22 contains 12673 members 
Mstep: Class 23 contains 21098 members 
Entering Unmasked Estep 
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Iteration 205Q: 19 clusters Score -2.316174e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 3346 members 
Mstep: Class 3 contains 18417 members 
Mstep: Class 4 contains 2184 members 
Mstep: Class 5 contains 3571 members 
Mstep: Class 6 contains 6391 members 
Mstep: Class 7 contains 10433 members 
Mstep: Class 8 contains 325337 members 
Mstep: Class 9 contains 4136 members 
Mstep: Class 10 contains 2999 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 5369 members 
Mstep: Class 15 contains 1973 members 
Mstep: Class 18 contains 14131 members 
Mstep: Class 19 contains 1246 members 
Mstep: Class 20 contains 14165 members 
Mstep: Class 22 contains 12683 members 
Mstep: Class 23 contains 21103 members 
Entering Unmasked Estep 
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Iteration 206Q: 19 clusters Score -2.316171e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 3347 members 
Mstep: Class 3 contains 18419 members 
Mstep: Class 4 contains 2184 members 
Mstep: Class 5 contains 3532 members 
Mstep: Class 6 contains 6391 members 
Mstep: Class 7 contains 10441 members 
Mstep: Class 8 contains 325458 members 
Mstep: Class 9 contains 4153 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 15 contains 1973 members 
Mstep: Class 18 contains 14013 members 
Mstep: Class 19 contains 1245 members 
Mstep: Class 20 contains 14168 members 
Mstep: Class 22 contains 12689 members 
Mstep: Class 23 contains 21106 members 
Entering Unmasked Estep 
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Iteration 207Q: 19 clusters Score -2.316172e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 3348 members 
Mstep: Class 3 contains 18423 members 
Mstep: Class 4 contains 2184 members 
Mstep: Class 5 contains 3499 members 
Mstep: Class 6 contains 6391 members 
Mstep: Class 7 contains 10444 members 
Mstep: Class 8 contains 325547 members 
Mstep: Class 9 contains 4172 members 
Mstep: Class 10 contains 2996 members 
Mstep: Class 11 contains 1914 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 15 contains 1973 members 
Mstep: Class 18 contains 13909 members 
Mstep: Class 19 contains 1244 members 
Mstep: Class 20 contains 14179 members 
Mstep: Class 22 contains 12697 members 
Mstep: Class 23 contains 21108 members 
Entering Unmasked Estep 
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Iteration 208Q: 19 clusters Score -2.316174e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 3349 members 
Mstep: Class 3 contains 18425 members 
Mstep: Class 4 contains 2184 members 
Mstep: Class 5 contains 3476 members 
Mstep: Class 6 contains 6391 members 
Mstep: Class 7 contains 10456 members 
Mstep: Class 8 contains 325623 members 
Mstep: Class 9 contains 4193 members 
Mstep: Class 10 contains 2995 members 
Mstep: Class 11 contains 1914 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 15 contains 1973 members 
Mstep: Class 18 contains 13803 members 
Mstep: Class 19 contains 1244 members 
Mstep: Class 20 contains 14189 members 
Mstep: Class 22 contains 12705 members 
Mstep: Class 23 contains 21109 members 
Entering Unmasked Estep 
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Iteration 209Q: 19 clusters Score -2.316179e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 3352 members 
Mstep: Class 3 contains 18428 members 
Mstep: Class 4 contains 2184 members 
Mstep: Class 5 contains 3459 members 
Mstep: Class 6 contains 6390 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 325701 members 
Mstep: Class 9 contains 4205 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 15 contains 1973 members 
Mstep: Class 18 contains 13704 members 
Mstep: Class 19 contains 1244 members 
Mstep: Class 20 contains 14191 members 
Mstep: Class 22 contains 12710 members 
Mstep: Class 23 contains 21113 members 
Entering Unmasked Estep 
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Iteration 210Q: 19 clusters Score -2.316178e+07 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 3353 members 
Mstep: Class 3 contains 18432 members 
Mstep: Class 4 contains 2184 members 
Mstep: Class 5 contains 3437 members 
Mstep: Class 6 contains 6390 members 
Mstep: Class 7 contains 10468 members 
Mstep: Class 8 contains 325772 members 
Mstep: Class 9 contains 4222 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 1913 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 15 contains 1973 members 
Mstep: Class 18 contains 13612 members 
Mstep: Class 19 contains 1244 members 
Mstep: Class 20 contains 14195 members 
Mstep: Class 22 contains 12715 members 
Mstep: Class 23 contains 21115 members 
Entering Unmasked Estep 
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Iteration 211Q: 19 clusters Score -2.316178e+07 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 3354 members 
Mstep: Class 3 contains 18434 members 
Mstep: Class 4 contains 2184 members 
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Mstep: Class 6 contains 6390 members 
Mstep: Class 7 contains 10471 members 
Mstep: Class 8 contains 325844 members 
Mstep: Class 9 contains 4243 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 15 contains 1973 members 
Mstep: Class 18 contains 13520 members 
Mstep: Class 19 contains 1244 members 
Mstep: Class 20 contains 14197 members 
Mstep: Class 22 contains 12717 members 
Mstep: Class 23 contains 21122 members 
Entering Unmasked Estep 
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Iteration 212Q: 19 clusters Score -2.316177e+07 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 3355 members 
Mstep: Class 3 contains 18433 members 
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Mstep: Class 6 contains 6390 members 
Mstep: Class 7 contains 10478 members 
Mstep: Class 8 contains 325903 members 
Mstep: Class 9 contains 4260 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 15 contains 1973 members 
Mstep: Class 18 contains 13444 members 
Mstep: Class 19 contains 1244 members 
Mstep: Class 20 contains 14197 members 
Mstep: Class 22 contains 12723 members 
Mstep: Class 23 contains 21126 members 
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Iteration 213Q: 19 clusters Score -2.316173e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 3356 members 
Mstep: Class 3 contains 18436 members 
Mstep: Class 4 contains 2184 members 
Mstep: Class 5 contains 3399 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 7 contains 10487 members 
Mstep: Class 8 contains 325949 members 
Mstep: Class 9 contains 4272 members 
Mstep: Class 10 contains 2991 members 
Mstep: Class 11 contains 1908 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 15 contains 1974 members 
Mstep: Class 18 contains 13381 members 
Mstep: Class 19 contains 1244 members 
Mstep: Class 20 contains 14194 members 
Mstep: Class 22 contains 12728 members 
Mstep: Class 23 contains 21130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161764.000000 Penalty: 38156.070312
Iteration 214Q: 19 clusters Score -2.316176e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 3357 members 
Mstep: Class 3 contains 18440 members 
Mstep: Class 4 contains 2184 members 
Mstep: Class 5 contains 3394 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 7 contains 10496 members 
Mstep: Class 8 contains 325971 members 
Mstep: Class 9 contains 4285 members 
Mstep: Class 10 contains 2982 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 15 contains 1977 members 
Mstep: Class 18 contains 13332 members 
Mstep: Class 19 contains 1244 members 
Mstep: Class 20 contains 14197 members 
Mstep: Class 22 contains 12731 members 
Mstep: Class 23 contains 21134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161796.000000 Penalty: 38156.070312
Iteration 215Q: 19 clusters Score -2.31618e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 3357 members 
Mstep: Class 3 contains 18440 members 
Mstep: Class 4 contains 2184 members 
Mstep: Class 5 contains 3394 members 
Mstep: Class 6 contains 6388 members 
Mstep: Class 7 contains 10498 members 
Mstep: Class 8 contains 325998 members 
Mstep: Class 9 contains 4297 members 
Mstep: Class 10 contains 2972 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 5365 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 18 contains 13280 members 
Mstep: Class 19 contains 1244 members 
Mstep: Class 20 contains 14207 members 
Mstep: Class 22 contains 12732 members 
Mstep: Class 23 contains 21138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161816.000000 Penalty: 38156.070312
Iteration 216Q: 19 clusters Score -2.316182e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 3357 members 
Mstep: Class 3 contains 18440 members 
Mstep: Class 4 contains 2185 members 
Mstep: Class 5 contains 3395 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 7 contains 10503 members 
Mstep: Class 8 contains 326016 members 
Mstep: Class 9 contains 4306 members 
Mstep: Class 10 contains 2968 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 5366 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 13229 members 
Mstep: Class 19 contains 1244 members 
Mstep: Class 20 contains 14218 members 
Mstep: Class 22 contains 12735 members 
Mstep: Class 23 contains 21141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161828.000000 Penalty: 38156.070312
Iteration 217Q: 19 clusters Score -2.316183e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 3358 members 
Mstep: Class 3 contains 18442 members 
Mstep: Class 4 contains 2185 members 
Mstep: Class 5 contains 3397 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 7 contains 10505 members 
Mstep: Class 8 contains 326042 members 
Mstep: Class 9 contains 4319 members 
Mstep: Class 10 contains 2966 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 5365 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 18 contains 13173 members 
Mstep: Class 19 contains 1244 members 
Mstep: Class 20 contains 14223 members 
Mstep: Class 22 contains 12738 members 
Mstep: Class 23 contains 21144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161802.000000 Penalty: 38156.070312
Iteration 218Q: 19 clusters Score -2.31618e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18443 members 
Mstep: Class 4 contains 2185 members 
Mstep: Class 5 contains 3396 members 
Mstep: Class 6 contains 6390 members 
Mstep: Class 7 contains 10509 members 
Mstep: Class 8 contains 326058 members 
Mstep: Class 9 contains 4334 members 
Mstep: Class 10 contains 2964 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 15 contains 1976 members 
Mstep: Class 18 contains 13124 members 
Mstep: Class 19 contains 1244 members 
Mstep: Class 20 contains 14231 members 
Mstep: Class 22 contains 12740 members 
Mstep: Class 23 contains 21145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161786.000000 Penalty: 38156.070312
Iteration 219Q: 19 clusters Score -2.316179e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18443 members 
Mstep: Class 4 contains 2186 members 
Mstep: Class 5 contains 3394 members 
Mstep: Class 6 contains 6390 members 
Mstep: Class 7 contains 10511 members 
Mstep: Class 8 contains 326080 members 
Mstep: Class 9 contains 4348 members 
Mstep: Class 10 contains 2961 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 15 contains 1977 members 
Mstep: Class 18 contains 13073 members 
Mstep: Class 19 contains 1244 members 
Mstep: Class 20 contains 14240 members 
Mstep: Class 22 contains 12744 members 
Mstep: Class 23 contains 21145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161794.000000 Penalty: 38156.070312
Iteration 220F: 19 clusters Score -2.316179e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18444 members 
Mstep: Class 4 contains 2186 members 
Mstep: Class 5 contains 3394 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 7 contains 10515 members 
Mstep: Class 8 contains 326085 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 2962 members 
Mstep: Class 11 contains 1908 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 13030 members 
Mstep: Class 19 contains 1245 members 
Mstep: Class 20 contains 14246 members 
Mstep: Class 22 contains 12744 members 
Mstep: Class 23 contains 21147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161800.000000 Penalty: 38156.070312
Iteration 221Q: 19 clusters Score -2.31618e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18446 members 
Mstep: Class 4 contains 2186 members 
Mstep: Class 5 contains 3394 members 
Mstep: Class 6 contains 6388 members 
Mstep: Class 7 contains 10519 members 
Mstep: Class 8 contains 326110 members 
Mstep: Class 9 contains 4371 members 
Mstep: Class 10 contains 2960 members 
Mstep: Class 11 contains 1908 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 12985 members 
Mstep: Class 19 contains 1246 members 
Mstep: Class 20 contains 14249 members 
Mstep: Class 22 contains 12745 members 
Mstep: Class 23 contains 21147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161794.000000 Penalty: 38156.070312
Iteration 222Q: 19 clusters Score -2.316179e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18446 members 
Mstep: Class 4 contains 2187 members 
Mstep: Class 5 contains 3394 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 7 contains 10520 members 
Mstep: Class 8 contains 326132 members 
Mstep: Class 9 contains 4383 members 
Mstep: Class 10 contains 2958 members 
Mstep: Class 11 contains 1908 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 12945 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 14252 members 
Mstep: Class 22 contains 12746 members 
Mstep: Class 23 contains 21147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161800.000000 Penalty: 38156.070312
Iteration 223Q: 19 clusters Score -2.31618e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18446 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 3394 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 7 contains 10520 members 
Mstep: Class 8 contains 326152 members 
Mstep: Class 9 contains 4390 members 
Mstep: Class 10 contains 2958 members 
Mstep: Class 11 contains 1908 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 18 contains 12909 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 14257 members 
Mstep: Class 22 contains 12745 members 
Mstep: Class 23 contains 21148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161792.000000 Penalty: 38156.070312
Iteration 224Q: 19 clusters Score -2.316179e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18447 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 3394 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 7 contains 10519 members 
Mstep: Class 8 contains 326192 members 
Mstep: Class 9 contains 4392 members 
Mstep: Class 10 contains 2958 members 
Mstep: Class 11 contains 1908 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 15 contains 1977 members 
Mstep: Class 18 contains 12862 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 14259 members 
Mstep: Class 22 contains 12744 members 
Mstep: Class 23 contains 21149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161816.000000 Penalty: 38156.070312
Iteration 225Q: 19 clusters Score -2.316182e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18447 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 3394 members 
Mstep: Class 6 contains 6388 members 
Mstep: Class 7 contains 10520 members 
Mstep: Class 8 contains 326221 members 
Mstep: Class 9 contains 4399 members 
Mstep: Class 10 contains 2958 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 15 contains 1977 members 
Mstep: Class 18 contains 12816 members 
Mstep: Class 19 contains 1252 members 
Mstep: Class 20 contains 14263 members 
Mstep: Class 22 contains 12745 members 
Mstep: Class 23 contains 21150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161812.000000 Penalty: 38156.070312
Iteration 226Q: 19 clusters Score -2.316181e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18448 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 3394 members 
Mstep: Class 6 contains 6388 members 
Mstep: Class 7 contains 10522 members 
Mstep: Class 8 contains 326241 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 2957 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 15 contains 1977 members 
Mstep: Class 18 contains 12778 members 
Mstep: Class 19 contains 1254 members 
Mstep: Class 20 contains 14267 members 
Mstep: Class 22 contains 12750 members 
Mstep: Class 23 contains 21150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161832.000000 Penalty: 38156.070312
Iteration 227Q: 19 clusters Score -2.316183e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18450 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 3394 members 
Mstep: Class 6 contains 6388 members 
Mstep: Class 7 contains 10521 members 
Mstep: Class 8 contains 326271 members 
Mstep: Class 9 contains 4410 members 
Mstep: Class 10 contains 2954 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 15 contains 1977 members 
Mstep: Class 18 contains 12743 members 
Mstep: Class 19 contains 1254 members 
Mstep: Class 20 contains 14268 members 
Mstep: Class 22 contains 12751 members 
Mstep: Class 23 contains 21151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161780.000000 Penalty: 38156.070312
Iteration 228Q: 19 clusters Score -2.316178e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18456 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 3394 members 
Mstep: Class 6 contains 6388 members 
Mstep: Class 7 contains 10521 members 
Mstep: Class 8 contains 326282 members 
Mstep: Class 9 contains 4417 members 
Mstep: Class 10 contains 2951 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 18 contains 12716 members 
Mstep: Class 19 contains 1253 members 
Mstep: Class 20 contains 14270 members 
Mstep: Class 22 contains 12753 members 
Mstep: Class 23 contains 21151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161822.000000 Penalty: 38156.070312
Iteration 229Q: 19 clusters Score -2.316182e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18462 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 3394 members 
Mstep: Class 6 contains 6388 members 
Mstep: Class 7 contains 10521 members 
Mstep: Class 8 contains 326284 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 2949 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 18 contains 12692 members 
Mstep: Class 19 contains 1253 members 
Mstep: Class 20 contains 14274 members 
Mstep: Class 22 contains 12755 members 
Mstep: Class 23 contains 21152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161834.000000 Penalty: 38156.070312
Iteration 230Q: 19 clusters Score -2.316183e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18465 members 
Mstep: Class 4 contains 2190 members 
Mstep: Class 5 contains 3393 members 
Mstep: Class 6 contains 6385 members 
Mstep: Class 7 contains 10521 members 
Mstep: Class 8 contains 326290 members 
Mstep: Class 9 contains 4431 members 
Mstep: Class 10 contains 2948 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 18 contains 12666 members 
Mstep: Class 19 contains 1253 members 
Mstep: Class 20 contains 14283 members 
Mstep: Class 22 contains 12759 members 
Mstep: Class 23 contains 21151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161832.000000 Penalty: 38156.070312
Iteration 231Q: 19 clusters Score -2.316183e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18465 members 
Mstep: Class 4 contains 2192 members 
Mstep: Class 5 contains 3392 members 
Mstep: Class 6 contains 6385 members 
Mstep: Class 7 contains 10520 members 
Mstep: Class 8 contains 326296 members 
Mstep: Class 9 contains 4442 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 18 contains 12645 members 
Mstep: Class 19 contains 1254 members 
Mstep: Class 20 contains 14287 members 
Mstep: Class 22 contains 12759 members 
Mstep: Class 23 contains 21152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161864.000000 Penalty: 38156.070312
Iteration 232Q: 19 clusters Score -2.316186e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18465 members 
Mstep: Class 4 contains 2192 members 
Mstep: Class 5 contains 3392 members 
Mstep: Class 6 contains 6384 members 
Mstep: Class 7 contains 10520 members 
Mstep: Class 8 contains 326312 members 
Mstep: Class 9 contains 4451 members 
Mstep: Class 10 contains 2938 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 18 contains 12623 members 
Mstep: Class 19 contains 1254 members 
Mstep: Class 20 contains 14287 members 
Mstep: Class 22 contains 12761 members 
Mstep: Class 23 contains 21153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161856.000000 Penalty: 38156.070312
Iteration 233Q: 19 clusters Score -2.316186e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18465 members 
Mstep: Class 4 contains 2192 members 
Mstep: Class 5 contains 3392 members 
Mstep: Class 6 contains 6384 members 
Mstep: Class 7 contains 10520 members 
Mstep: Class 8 contains 326329 members 
Mstep: Class 9 contains 4459 members 
Mstep: Class 10 contains 2937 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 18 contains 12594 members 
Mstep: Class 19 contains 1254 members 
Mstep: Class 20 contains 14288 members 
Mstep: Class 22 contains 12764 members 
Mstep: Class 23 contains 21153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161858.000000 Penalty: 38156.070312
Iteration 234Q: 19 clusters Score -2.316186e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18466 members 
Mstep: Class 4 contains 2192 members 
Mstep: Class 5 contains 3392 members 
Mstep: Class 6 contains 6384 members 
Mstep: Class 7 contains 10521 members 
Mstep: Class 8 contains 326331 members 
Mstep: Class 9 contains 4469 members 
Mstep: Class 10 contains 2937 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 18 contains 12573 members 
Mstep: Class 19 contains 1254 members 
Mstep: Class 20 contains 14288 members 
Mstep: Class 22 contains 12769 members 
Mstep: Class 23 contains 21154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161840.000000 Penalty: 38156.070312
Iteration 235Q: 19 clusters Score -2.316184e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18467 members 
Mstep: Class 4 contains 2192 members 
Mstep: Class 5 contains 3392 members 
Mstep: Class 6 contains 6384 members 
Mstep: Class 7 contains 10523 members 
Mstep: Class 8 contains 326339 members 
Mstep: Class 9 contains 4478 members 
Mstep: Class 10 contains 2935 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 18 contains 12553 members 
Mstep: Class 19 contains 1254 members 
Mstep: Class 20 contains 14288 members 
Mstep: Class 22 contains 12770 members 
Mstep: Class 23 contains 21154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161838.000000 Penalty: 38156.070312
Iteration 236Q: 19 clusters Score -2.316184e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18468 members 
Mstep: Class 4 contains 2192 members 
Mstep: Class 5 contains 3392 members 
Mstep: Class 6 contains 6383 members 
Mstep: Class 7 contains 10522 members 
Mstep: Class 8 contains 326356 members 
Mstep: Class 9 contains 4482 members 
Mstep: Class 10 contains 2934 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 5363 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 18 contains 12532 members 
Mstep: Class 19 contains 1254 members 
Mstep: Class 20 contains 14290 members 
Mstep: Class 22 contains 12770 members 
Mstep: Class 23 contains 21153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161852.000000 Penalty: 38156.070312
Iteration 237Q: 19 clusters Score -2.316185e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18472 members 
Mstep: Class 4 contains 2192 members 
Mstep: Class 5 contains 3392 members 
Mstep: Class 6 contains 6383 members 
Mstep: Class 7 contains 10523 members 
Mstep: Class 8 contains 326354 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 2934 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 18 contains 12516 members 
Mstep: Class 19 contains 1254 members 
Mstep: Class 20 contains 14294 members 
Mstep: Class 22 contains 12770 members 
Mstep: Class 23 contains 21151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161826.000000 Penalty: 38156.070312
Iteration 238Q: 19 clusters Score -2.316183e+07 nChanged 44
Entering ConstructFrom: 
Score: -23161826.000000 Penalty: 38156.070312
Entering ConstructFrom: 
Trying to split cluster 1 (13357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Entering Unmasked Estep 
Score: -677359.250000 Penalty: 1543.716797
	Iteration 0F: 2 clusters Score -677359.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -668054.000000 Penalty: 3087.433594
	Iteration 0F: 3 clusters Score -668054 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -671091.812500 Penalty: 3087.433594
	Iteration 1F: 3 clusters Score -671091.8 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -671396.250000 Penalty: 3087.433594
	Iteration 2F: 3 clusters Score -671396.2 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -671666.875000 Penalty: 3087.433594
	Iteration 3Q: 3 clusters Score -671666.9 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -672011.437500 Penalty: 3087.433594
	Iteration 4F: 3 clusters Score -672011.4 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -672456.875000 Penalty: 3087.433594
	Iteration 5F: 3 clusters Score -672456.9 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -673032.500000 Penalty: 3087.433594
	Iteration 6F: 3 clusters Score -673032.5 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -673754.562500 Penalty: 3087.433594
	Iteration 7F: 3 clusters Score -673754.6 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -674462.062500 Penalty: 3087.433594
	Iteration 8F: 3 clusters Score -674462.1 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -675048.187500 Penalty: 3087.433594
	Iteration 9F: 3 clusters Score -675048.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -675420.875000 Penalty: 3087.433594
	Iteration 10Q: 3 clusters Score -675420.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -675662.125000 Penalty: 3087.433594
	Iteration 11Q: 3 clusters Score -675662.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -675812.312500 Penalty: 3087.433594
	Iteration 12Q: 3 clusters Score -675812.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -675907.062500 Penalty: 3087.433594
	Iteration 13Q: 3 clusters Score -675907.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -675966.625000 Penalty: 3087.433594
	Iteration 14Q: 3 clusters Score -675966.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -675998.812500 Penalty: 3087.433594
	Iteration 15Q: 3 clusters Score -675998.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -676007.750000 Penalty: 3087.433594
	Iteration 16Q: 3 clusters Score -676007.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -676018.687500 Penalty: 3087.433594
	Iteration 17Q: 3 clusters Score -676018.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -676021.937500 Penalty: 3087.433594
	Iteration 18Q: 3 clusters Score -676021.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -676024.750000 Penalty: 3087.433594
	Iteration 19Q: 3 clusters Score -676024.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -676034.187500 Penalty: 3087.433594
	Iteration 20F: 3 clusters Score -676034.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -676038.625000 Penalty: 3087.433594
	Iteration 21Q: 3 clusters Score -676038.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -676040.250000 Penalty: 3087.433594
	Iteration 22Q: 3 clusters Score -676040.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -676040.250000 Penalty: 3087.433594
	Iteration 23F: 3 clusters Score -676040.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Entering Unmasked Estep 
Score: -170622.328125 Penalty: 1319.402222
	Iteration 0F: 2 clusters Score -170622.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -167646.125000 Penalty: 2638.804443
	Iteration 0F: 3 clusters Score -167646.1 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -168358.640625 Penalty: 2638.804443
	Iteration 1F: 3 clusters Score -168358.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -168487.250000 Penalty: 2638.804443
	Iteration 2F: 3 clusters Score -168487.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -168583.015625 Penalty: 2638.804443
	Iteration 3Q: 3 clusters Score -168583 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -168654.343750 Penalty: 2638.804443
	Iteration 4Q: 3 clusters Score -168654.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -168723.046875 Penalty: 2638.804443
	Iteration 5Q: 3 clusters Score -168723 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -168784.968750 Penalty: 2638.804443
	Iteration 6Q: 3 clusters Score -168785 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -168839.968750 Penalty: 2638.804443
	Iteration 7Q: 3 clusters Score -168840 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -168901.562500 Penalty: 2638.804443
	Iteration 8Q: 3 clusters Score -168901.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -168972.875000 Penalty: 2638.804443
	Iteration 9Q: 3 clusters Score -168972.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -169022.921875 Penalty: 2638.804443
	Iteration 10Q: 3 clusters Score -169022.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -169072.281250 Penalty: 2638.804443
	Iteration 11Q: 3 clusters Score -169072.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -169122.390625 Penalty: 2638.804443
	Iteration 12Q: 3 clusters Score -169122.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -169181.125000 Penalty: 2638.804443
	Iteration 13Q: 3 clusters Score -169181.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -169241.687500 Penalty: 2638.804443
	Iteration 14Q: 3 clusters Score -169241.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -169297.125000 Penalty: 2638.804443
	Iteration 15Q: 3 clusters Score -169297.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -169341.218750 Penalty: 2638.804443
	Iteration 16Q: 3 clusters Score -169341.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -169371.656250 Penalty: 2638.804443
	Iteration 17Q: 3 clusters Score -169371.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -169388.203125 Penalty: 2638.804443
	Iteration 18Q: 3 clusters Score -169388.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -169401.062500 Penalty: 2638.804443
	Iteration 19Q: 3 clusters Score -169401.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -169415.625000 Penalty: 2638.804443
	Iteration 20F: 3 clusters Score -169415.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -169432.515625 Penalty: 2638.804443
	Iteration 21Q: 3 clusters Score -169432.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -169451.984375 Penalty: 2638.804443
	Iteration 22Q: 3 clusters Score -169452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -169470.484375 Penalty: 2638.804443
	Iteration 23Q: 3 clusters Score -169470.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -169492.328125 Penalty: 2638.804443
	Iteration 24Q: 3 clusters Score -169492.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -169514.546875 Penalty: 2638.804443
	Iteration 25Q: 3 clusters Score -169514.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -169528.000000 Penalty: 2638.804443
	Iteration 26Q: 3 clusters Score -169528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -169536.421875 Penalty: 2638.804443
	Iteration 27Q: 3 clusters Score -169536.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -169540.171875 Penalty: 2638.804443
	Iteration 28Q: 3 clusters Score -169540.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -169545.031250 Penalty: 2638.804443
	Iteration 29Q: 3 clusters Score -169545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -169551.125000 Penalty: 2638.804443
	Iteration 30Q: 3 clusters Score -169551.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -169556.156250 Penalty: 2638.804443
	Iteration 31Q: 3 clusters Score -169556.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -169562.640625 Penalty: 2638.804443
	Iteration 32Q: 3 clusters Score -169562.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -169572.828125 Penalty: 2638.804443
	Iteration 33Q: 3 clusters Score -169572.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -169575.468750 Penalty: 2638.804443
	Iteration 34Q: 3 clusters Score -169575.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -169575.546875 Penalty: 2638.804443
	Iteration 35Q: 3 clusters Score -169575.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -169575.546875 Penalty: 2638.804443
	Iteration 36F: 3 clusters Score -169575.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Entering Unmasked Estep 
Score: -989417.250000 Penalty: 1596.410645
	Iteration 0F: 2 clusters Score -989417.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -976784.375000 Penalty: 3192.821289
	Iteration 0F: 3 clusters Score -976784.4 nChanged 8256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -981289.812500 Penalty: 3192.821289
	Iteration 1F: 3 clusters Score -981289.8 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -981607.875000 Penalty: 3192.821289
	Iteration 2F: 3 clusters Score -981607.9 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -981869.937500 Penalty: 3192.821289
	Iteration 3Q: 3 clusters Score -981869.9 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -982113.250000 Penalty: 3192.821289
	Iteration 4Q: 3 clusters Score -982113.2 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -982368.750000 Penalty: 3192.821289
	Iteration 5Q: 3 clusters Score -982368.8 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -982629.000000 Penalty: 3192.821289
	Iteration 6Q: 3 clusters Score -982629 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -982920.937500 Penalty: 3192.821289
	Iteration 7Q: 3 clusters Score -982920.9 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -983282.500000 Penalty: 3192.821289
	Iteration 8Q: 3 clusters Score -983282.5 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -983712.750000 Penalty: 3192.821289
	Iteration 9Q: 3 clusters Score -983712.8 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -984236.062500 Penalty: 3192.821289
	Iteration 10Q: 3 clusters Score -984236.1 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -984857.625000 Penalty: 3192.821289
	Iteration 11F: 3 clusters Score -984857.6 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -985496.937500 Penalty: 3192.821289
	Iteration 12F: 3 clusters Score -985496.9 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -986033.500000 Penalty: 3192.821289
	Iteration 13Q: 3 clusters Score -986033.5 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -986445.562500 Penalty: 3192.821289
	Iteration 14Q: 3 clusters Score -986445.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -986703.937500 Penalty: 3192.821289
	Iteration 15Q: 3 clusters Score -986703.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -986850.562500 Penalty: 3192.821289
	Iteration 16Q: 3 clusters Score -986850.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -986951.750000 Penalty: 3192.821289
	Iteration 17Q: 3 clusters Score -986951.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -987055.187500 Penalty: 3192.821289
	Iteration 18Q: 3 clusters Score -987055.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -987138.750000 Penalty: 3192.821289
	Iteration 19Q: 3 clusters Score -987138.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -987214.687500 Penalty: 3192.821289
	Iteration 20F: 3 clusters Score -987214.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -987283.375000 Penalty: 3192.821289
	Iteration 21Q: 3 clusters Score -987283.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -987332.687500 Penalty: 3192.821289
	Iteration 22Q: 3 clusters Score -987332.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -987381.000000 Penalty: 3192.821289
	Iteration 23Q: 3 clusters Score -987381 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -987417.437500 Penalty: 3192.821289
	Iteration 24Q: 3 clusters Score -987417.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -987449.937500 Penalty: 3192.821289
	Iteration 25Q: 3 clusters Score -987449.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -987473.812500 Penalty: 3192.821289
	Iteration 26Q: 3 clusters Score -987473.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -987495.750000 Penalty: 3192.821289
	Iteration 27Q: 3 clusters Score -987495.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -987513.437500 Penalty: 3192.821289
	Iteration 28Q: 3 clusters Score -987513.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -987532.250000 Penalty: 3192.821289
	Iteration 29Q: 3 clusters Score -987532.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -987552.437500 Penalty: 3192.821289
	Iteration 30Q: 3 clusters Score -987552.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -987569.000000 Penalty: 3192.821289
	Iteration 31Q: 3 clusters Score -987569 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -987585.500000 Penalty: 3192.821289
	Iteration 32Q: 3 clusters Score -987585.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -987598.062500 Penalty: 3192.821289
	Iteration 33Q: 3 clusters Score -987598.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -987606.437500 Penalty: 3192.821289
	Iteration 34Q: 3 clusters Score -987606.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -987622.125000 Penalty: 3192.821289
	Iteration 35Q: 3 clusters Score -987622.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -987634.062500 Penalty: 3192.821289
	Iteration 36Q: 3 clusters Score -987634.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -987653.625000 Penalty: 3192.821289
	Iteration 37Q: 3 clusters Score -987653.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -987672.375000 Penalty: 3192.821289
	Iteration 38Q: 3 clusters Score -987672.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -987688.750000 Penalty: 3192.821289
	Iteration 39Q: 3 clusters Score -987688.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -987704.562500 Penalty: 3192.821289
	Iteration 40F: 3 clusters Score -987704.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -987723.250000 Penalty: 3192.821289
	Iteration 41Q: 3 clusters Score -987723.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -987736.437500 Penalty: 3192.821289
	Iteration 42Q: 3 clusters Score -987736.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -987751.812500 Penalty: 3192.821289
	Iteration 43Q: 3 clusters Score -987751.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -987767.437500 Penalty: 3192.821289
	Iteration 44Q: 3 clusters Score -987767.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -987777.875000 Penalty: 3192.821289
	Iteration 45Q: 3 clusters Score -987777.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -987790.250000 Penalty: 3192.821289
	Iteration 46Q: 3 clusters Score -987790.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -987802.062500 Penalty: 3192.821289
	Iteration 47Q: 3 clusters Score -987802.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -987815.062500 Penalty: 3192.821289
	Iteration 48Q: 3 clusters Score -987815.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -987826.375000 Penalty: 3192.821289
	Iteration 49Q: 3 clusters Score -987826.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -987840.187500 Penalty: 3192.821289
	Iteration 50Q: 3 clusters Score -987840.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -987844.187500 Penalty: 3192.821289
	Iteration 51Q: 3 clusters Score -987844.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -987854.312500 Penalty: 3192.821289
	Iteration 52Q: 3 clusters Score -987854.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -987866.687500 Penalty: 3192.821289
	Iteration 53Q: 3 clusters Score -987866.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -987876.812500 Penalty: 3192.821289
	Iteration 54Q: 3 clusters Score -987876.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -987889.000000 Penalty: 3192.821289
	Iteration 55Q: 3 clusters Score -987889 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -987902.000000 Penalty: 3192.821289
	Iteration 56Q: 3 clusters Score -987902 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -987912.750000 Penalty: 3192.821289
	Iteration 57Q: 3 clusters Score -987912.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -987921.500000 Penalty: 3192.821289
	Iteration 58Q: 3 clusters Score -987921.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -987931.375000 Penalty: 3192.821289
	Iteration 59Q: 3 clusters Score -987931.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -987936.875000 Penalty: 3192.821289
	Iteration 60F: 3 clusters Score -987936.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -987940.500000 Penalty: 3192.821289
	Iteration 61Q: 3 clusters Score -987940.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -987949.687500 Penalty: 3192.821289
	Iteration 62Q: 3 clusters Score -987949.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -987953.250000 Penalty: 3192.821289
	Iteration 63Q: 3 clusters Score -987953.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -987954.937500 Penalty: 3192.821289
	Iteration 64Q: 3 clusters Score -987954.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -987958.187500 Penalty: 3192.821289
	Iteration 65Q: 3 clusters Score -987958.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -987961.125000 Penalty: 3192.821289
	Iteration 66Q: 3 clusters Score -987961.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -987963.062500 Penalty: 3192.821289
	Iteration 67Q: 3 clusters Score -987963.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -987965.375000 Penalty: 3192.821289
	Iteration 68Q: 3 clusters Score -987965.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -987968.625000 Penalty: 3192.821289
	Iteration 69Q: 3 clusters Score -987968.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -987972.937500 Penalty: 3192.821289
	Iteration 70Q: 3 clusters Score -987972.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -987977.125000 Penalty: 3192.821289
	Iteration 71Q: 3 clusters Score -987977.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -987984.125000 Penalty: 3192.821289
	Iteration 72Q: 3 clusters Score -987984.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -987991.500000 Penalty: 3192.821289
	Iteration 73Q: 3 clusters Score -987991.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -987997.625000 Penalty: 3192.821289
	Iteration 74Q: 3 clusters Score -987997.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -988003.687500 Penalty: 3192.821289
	Iteration 75Q: 3 clusters Score -988003.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -988011.750000 Penalty: 3192.821289
	Iteration 76Q: 3 clusters Score -988011.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -988018.500000 Penalty: 3192.821289
	Iteration 77Q: 3 clusters Score -988018.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -988023.187500 Penalty: 3192.821289
	Iteration 78Q: 3 clusters Score -988023.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -988032.062500 Penalty: 3192.821289
	Iteration 79Q: 3 clusters Score -988032.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -988033.687500 Penalty: 3192.821289
	Iteration 80F: 3 clusters Score -988033.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -988033.687500 Penalty: 3192.821289
	Iteration 81Q: 3 clusters Score -988033.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -988035.312500 Penalty: 3192.821289
	Iteration 82Q: 3 clusters Score -988035.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -988034.687500 Penalty: 3192.821289
	Iteration 83Q: 3 clusters Score -988034.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -988035.562500 Penalty: 3192.821289
	Iteration 84Q: 3 clusters Score -988035.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -988036.812500 Penalty: 3192.821289
	Iteration 85Q: 3 clusters Score -988036.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -988035.312500 Penalty: 3192.821289
	Iteration 86Q: 3 clusters Score -988035.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -988036.812500 Penalty: 3192.821289
	Iteration 87Q: 3 clusters Score -988036.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -988036.375000 Penalty: 3192.821289
	Iteration 88Q: 3 clusters Score -988036.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -988036.375000 Penalty: 3192.821289
	Iteration 89F: 3 clusters Score -988036.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Entering Unmasked Estep 
Score: -103811.445312 Penalty: 1250.042603
	Iteration 0F: 2 clusters Score -103811.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -101610.601562 Penalty: 2500.085205
	Iteration 0F: 3 clusters Score -101610.6 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -102096.335938 Penalty: 2500.085205
	Iteration 1F: 3 clusters Score -102096.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -102185.859375 Penalty: 2500.085205
	Iteration 2F: 3 clusters Score -102185.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -102231.289062 Penalty: 2500.085205
	Iteration 3Q: 3 clusters Score -102231.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -102276.632812 Penalty: 2500.085205
	Iteration 4Q: 3 clusters Score -102276.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -102309.304688 Penalty: 2500.085205
	Iteration 5Q: 3 clusters Score -102309.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -102327.781250 Penalty: 2500.085205
	Iteration 6Q: 3 clusters Score -102327.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -102342.671875 Penalty: 2500.085205
	Iteration 7Q: 3 clusters Score -102342.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -102355.242188 Penalty: 2500.085205
	Iteration 8Q: 3 clusters Score -102355.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -102369.726562 Penalty: 2500.085205
	Iteration 9Q: 3 clusters Score -102369.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -102389.437500 Penalty: 2500.085205
	Iteration 10Q: 3 clusters Score -102389.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -102414.687500 Penalty: 2500.085205
	Iteration 11Q: 3 clusters Score -102414.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -102443.296875 Penalty: 2500.085205
	Iteration 12Q: 3 clusters Score -102443.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -102475.687500 Penalty: 2500.085205
	Iteration 13Q: 3 clusters Score -102475.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -102517.062500 Penalty: 2500.085205
	Iteration 14Q: 3 clusters Score -102517.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -102560.531250 Penalty: 2500.085205
	Iteration 15Q: 3 clusters Score -102560.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -102605.789062 Penalty: 2500.085205
	Iteration 16Q: 3 clusters Score -102605.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -102651.804688 Penalty: 2500.085205
	Iteration 17Q: 3 clusters Score -102651.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -102695.203125 Penalty: 2500.085205
	Iteration 18Q: 3 clusters Score -102695.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -102736.265625 Penalty: 2500.085205
	Iteration 19Q: 3 clusters Score -102736.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -102770.335938 Penalty: 2500.085205
	Iteration 20F: 3 clusters Score -102770.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -102797.007812 Penalty: 2500.085205
	Iteration 21Q: 3 clusters Score -102797 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -102818.656250 Penalty: 2500.085205
	Iteration 22Q: 3 clusters Score -102818.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -102830.976562 Penalty: 2500.085205
	Iteration 23Q: 3 clusters Score -102831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -102841.515625 Penalty: 2500.085205
	Iteration 24Q: 3 clusters Score -102841.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -102856.414062 Penalty: 2500.085205
	Iteration 25Q: 3 clusters Score -102856.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -102864.914062 Penalty: 2500.085205
	Iteration 26Q: 3 clusters Score -102864.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -102870.390625 Penalty: 2500.085205
	Iteration 27Q: 3 clusters Score -102870.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -102875.125000 Penalty: 2500.085205
	Iteration 28Q: 3 clusters Score -102875.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -102880.734375 Penalty: 2500.085205
	Iteration 29Q: 3 clusters Score -102880.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -102886.296875 Penalty: 2500.085205
	Iteration 30Q: 3 clusters Score -102886.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -102887.625000 Penalty: 2500.085205
	Iteration 31Q: 3 clusters Score -102887.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -102889.539062 Penalty: 2500.085205
	Iteration 32Q: 3 clusters Score -102889.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -102891.382812 Penalty: 2500.085205
	Iteration 33Q: 3 clusters Score -102891.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -102891.382812 Penalty: 2500.085205
	Iteration 34F: 3 clusters Score -102891.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Entering Unmasked Estep 
Score: -190414.281250 Penalty: 1320.990967
	Iteration 0F: 2 clusters Score -190414.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -187423.718750 Penalty: 2641.981934
	Iteration 0F: 3 clusters Score -187423.7 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -188091.062500 Penalty: 2641.981934
	Iteration 1F: 3 clusters Score -188091.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -188217.609375 Penalty: 2641.981934
	Iteration 2F: 3 clusters Score -188217.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -188298.765625 Penalty: 2641.981934
	Iteration 3F: 3 clusters Score -188298.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -188359.187500 Penalty: 2641.981934
	Iteration 4Q: 3 clusters Score -188359.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -188418.031250 Penalty: 2641.981934
	Iteration 5Q: 3 clusters Score -188418 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -188459.281250 Penalty: 2641.981934
	Iteration 6Q: 3 clusters Score -188459.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -188492.796875 Penalty: 2641.981934
	Iteration 7Q: 3 clusters Score -188492.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -188518.328125 Penalty: 2641.981934
	Iteration 8Q: 3 clusters Score -188518.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -188536.265625 Penalty: 2641.981934
	Iteration 9Q: 3 clusters Score -188536.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -188553.421875 Penalty: 2641.981934
	Iteration 10Q: 3 clusters Score -188553.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -188573.765625 Penalty: 2641.981934
	Iteration 11Q: 3 clusters Score -188573.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -188589.640625 Penalty: 2641.981934
	Iteration 12Q: 3 clusters Score -188589.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -188604.562500 Penalty: 2641.981934
	Iteration 13Q: 3 clusters Score -188604.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -188613.406250 Penalty: 2641.981934
	Iteration 14Q: 3 clusters Score -188613.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -188623.562500 Penalty: 2641.981934
	Iteration 15Q: 3 clusters Score -188623.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -188640.593750 Penalty: 2641.981934
	Iteration 16Q: 3 clusters Score -188640.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -188659.671875 Penalty: 2641.981934
	Iteration 17Q: 3 clusters Score -188659.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -188676.953125 Penalty: 2641.981934
	Iteration 18Q: 3 clusters Score -188677 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -188692.687500 Penalty: 2641.981934
	Iteration 19Q: 3 clusters Score -188692.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -188705.781250 Penalty: 2641.981934
	Iteration 20F: 3 clusters Score -188705.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -188719.125000 Penalty: 2641.981934
	Iteration 21Q: 3 clusters Score -188719.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -188733.171875 Penalty: 2641.981934
	Iteration 22Q: 3 clusters Score -188733.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -188750.437500 Penalty: 2641.981934
	Iteration 23Q: 3 clusters Score -188750.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -188771.046875 Penalty: 2641.981934
	Iteration 24Q: 3 clusters Score -188771 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -188800.296875 Penalty: 2641.981934
	Iteration 25Q: 3 clusters Score -188800.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -188831.125000 Penalty: 2641.981934
	Iteration 26Q: 3 clusters Score -188831.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -188862.203125 Penalty: 2641.981934
	Iteration 27Q: 3 clusters Score -188862.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -188891.968750 Penalty: 2641.981934
	Iteration 28Q: 3 clusters Score -188892 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -188932.359375 Penalty: 2641.981934
	Iteration 29Q: 3 clusters Score -188932.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -188967.156250 Penalty: 2641.981934
	Iteration 30Q: 3 clusters Score -188967.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -188994.578125 Penalty: 2641.981934
	Iteration 31Q: 3 clusters Score -188994.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -189020.109375 Penalty: 2641.981934
	Iteration 32Q: 3 clusters Score -189020.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -189045.046875 Penalty: 2641.981934
	Iteration 33Q: 3 clusters Score -189045 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -189068.390625 Penalty: 2641.981934
	Iteration 34Q: 3 clusters Score -189068.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -189087.078125 Penalty: 2641.981934
	Iteration 35Q: 3 clusters Score -189087.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -189103.390625 Penalty: 2641.981934
	Iteration 36Q: 3 clusters Score -189103.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -189122.125000 Penalty: 2641.981934
	Iteration 37Q: 3 clusters Score -189122.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -189136.875000 Penalty: 2641.981934
	Iteration 38Q: 3 clusters Score -189136.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -189146.046875 Penalty: 2641.981934
	Iteration 39Q: 3 clusters Score -189146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -189152.562500 Penalty: 2641.981934
	Iteration 40F: 3 clusters Score -189152.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -189158.562500 Penalty: 2641.981934
	Iteration 41Q: 3 clusters Score -189158.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -189161.593750 Penalty: 2641.981934
	Iteration 42Q: 3 clusters Score -189161.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -189168.328125 Penalty: 2641.981934
	Iteration 43Q: 3 clusters Score -189168.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -189172.250000 Penalty: 2641.981934
	Iteration 44Q: 3 clusters Score -189172.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -189175.031250 Penalty: 2641.981934
	Iteration 45Q: 3 clusters Score -189175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -189178.375000 Penalty: 2641.981934
	Iteration 46Q: 3 clusters Score -189178.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -189180.937500 Penalty: 2641.981934
	Iteration 47Q: 3 clusters Score -189180.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -189183.906250 Penalty: 2641.981934
	Iteration 48Q: 3 clusters Score -189183.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -189187.125000 Penalty: 2641.981934
	Iteration 49Q: 3 clusters Score -189187.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -189191.859375 Penalty: 2641.981934
	Iteration 50Q: 3 clusters Score -189191.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -189193.453125 Penalty: 2641.981934
	Iteration 51Q: 3 clusters Score -189193.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -189194.468750 Penalty: 2641.981934
	Iteration 52Q: 3 clusters Score -189194.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -189196.359375 Penalty: 2641.981934
	Iteration 53Q: 3 clusters Score -189196.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -189197.406250 Penalty: 2641.981934
	Iteration 54Q: 3 clusters Score -189197.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -189198.203125 Penalty: 2641.981934
	Iteration 55Q: 3 clusters Score -189198.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -189199.062500 Penalty: 2641.981934
	Iteration 56Q: 3 clusters Score -189199.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -189199.656250 Penalty: 2641.981934
	Iteration 57Q: 3 clusters Score -189199.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -189199.656250 Penalty: 2641.981934
	Iteration 58F: 3 clusters Score -189199.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Entering Unmasked Estep 
Score: -328763.375000 Penalty: 1423.751831
	Iteration 0F: 2 clusters Score -328763.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -323878.218750 Penalty: 2847.503662
	Iteration 0F: 3 clusters Score -323878.2 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -325291.687500 Penalty: 2847.503662
	Iteration 1F: 3 clusters Score -325291.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -325462.031250 Penalty: 2847.503662
	Iteration 2F: 3 clusters Score -325462 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -325571.437500 Penalty: 2847.503662
	Iteration 3Q: 3 clusters Score -325571.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -325641.687500 Penalty: 2847.503662
	Iteration 4Q: 3 clusters Score -325641.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -325703.625000 Penalty: 2847.503662
	Iteration 5Q: 3 clusters Score -325703.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -325747.156250 Penalty: 2847.503662
	Iteration 6Q: 3 clusters Score -325747.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -325787.593750 Penalty: 2847.503662
	Iteration 7Q: 3 clusters Score -325787.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -325828.968750 Penalty: 2847.503662
	Iteration 8Q: 3 clusters Score -325829 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -325855.468750 Penalty: 2847.503662
	Iteration 9Q: 3 clusters Score -325855.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -325875.187500 Penalty: 2847.503662
	Iteration 10Q: 3 clusters Score -325875.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -325901.750000 Penalty: 2847.503662
	Iteration 11Q: 3 clusters Score -325901.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -325930.843750 Penalty: 2847.503662
	Iteration 12Q: 3 clusters Score -325930.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -325960.343750 Penalty: 2847.503662
	Iteration 13Q: 3 clusters Score -325960.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -325993.093750 Penalty: 2847.503662
	Iteration 14Q: 3 clusters Score -325993.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -326028.281250 Penalty: 2847.503662
	Iteration 15Q: 3 clusters Score -326028.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -326069.375000 Penalty: 2847.503662
	Iteration 16Q: 3 clusters Score -326069.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -326116.875000 Penalty: 2847.503662
	Iteration 17Q: 3 clusters Score -326116.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -326175.062500 Penalty: 2847.503662
	Iteration 18Q: 3 clusters Score -326175.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -326244.062500 Penalty: 2847.503662
	Iteration 19Q: 3 clusters Score -326244.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -326320.656250 Penalty: 2847.503662
	Iteration 20F: 3 clusters Score -326320.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -326411.156250 Penalty: 2847.503662
	Iteration 21Q: 3 clusters Score -326411.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -326504.687500 Penalty: 2847.503662
	Iteration 22Q: 3 clusters Score -326504.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -326594.906250 Penalty: 2847.503662
	Iteration 23Q: 3 clusters Score -326594.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -326708.187500 Penalty: 2847.503662
	Iteration 24Q: 3 clusters Score -326708.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -326831.656250 Penalty: 2847.503662
	Iteration 25Q: 3 clusters Score -326831.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -326965.187500 Penalty: 2847.503662
	Iteration 26Q: 3 clusters Score -326965.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -327086.250000 Penalty: 2847.503662
	Iteration 27Q: 3 clusters Score -327086.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -327181.781250 Penalty: 2847.503662
	Iteration 28Q: 3 clusters Score -327181.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -327273.156250 Penalty: 2847.503662
	Iteration 29Q: 3 clusters Score -327273.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -327328.375000 Penalty: 2847.503662
	Iteration 30Q: 3 clusters Score -327328.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -327371.375000 Penalty: 2847.503662
	Iteration 31Q: 3 clusters Score -327371.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -327412.468750 Penalty: 2847.503662
	Iteration 32Q: 3 clusters Score -327412.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -327442.593750 Penalty: 2847.503662
	Iteration 33Q: 3 clusters Score -327442.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -327481.406250 Penalty: 2847.503662
	Iteration 34Q: 3 clusters Score -327481.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -327505.718750 Penalty: 2847.503662
	Iteration 35Q: 3 clusters Score -327505.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -327528.031250 Penalty: 2847.503662
	Iteration 36Q: 3 clusters Score -327528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -327541.156250 Penalty: 2847.503662
	Iteration 37Q: 3 clusters Score -327541.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -327550.062500 Penalty: 2847.503662
	Iteration 38Q: 3 clusters Score -327550.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -327558.312500 Penalty: 2847.503662
	Iteration 39Q: 3 clusters Score -327558.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -327560.500000 Penalty: 2847.503662
	Iteration 40F: 3 clusters Score -327560.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -327564.968750 Penalty: 2847.503662
	Iteration 41Q: 3 clusters Score -327565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -327566.375000 Penalty: 2847.503662
	Iteration 42Q: 3 clusters Score -327566.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -327571.156250 Penalty: 2847.503662
	Iteration 43Q: 3 clusters Score -327571.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -327573.000000 Penalty: 2847.503662
	Iteration 44Q: 3 clusters Score -327573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -327574.187500 Penalty: 2847.503662
	Iteration 45Q: 3 clusters Score -327574.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -327575.000000 Penalty: 2847.503662
	Iteration 46Q: 3 clusters Score -327575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -327577.031250 Penalty: 2847.503662
	Iteration 47Q: 3 clusters Score -327577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -327577.031250 Penalty: 2847.503662
	Iteration 48F: 3 clusters Score -327577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Entering Unmasked Estep 
Score: -569668.937500 Penalty: 1504.948853
	Iteration 0F: 2 clusters Score -569668.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -562163.312500 Penalty: 3009.897705
	Iteration 0F: 3 clusters Score -562163.3 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -564673.750000 Penalty: 3009.897705
	Iteration 1F: 3 clusters Score -564673.8 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -564918.750000 Penalty: 3009.897705
	Iteration 2F: 3 clusters Score -564918.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -565106.312500 Penalty: 3009.897705
	Iteration 3Q: 3 clusters Score -565106.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -565267.187500 Penalty: 3009.897705
	Iteration 4Q: 3 clusters Score -565267.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -565440.000000 Penalty: 3009.897705
	Iteration 5Q: 3 clusters Score -565440 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -565635.375000 Penalty: 3009.897705
	Iteration 6Q: 3 clusters Score -565635.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -565937.062500 Penalty: 3009.897705
	Iteration 7Q: 3 clusters Score -565937.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -566303.750000 Penalty: 3009.897705
	Iteration 8Q: 3 clusters Score -566303.8 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -566756.562500 Penalty: 3009.897705
	Iteration 9F: 3 clusters Score -566756.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -567163.625000 Penalty: 3009.897705
	Iteration 10Q: 3 clusters Score -567163.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -567462.937500 Penalty: 3009.897705
	Iteration 11Q: 3 clusters Score -567462.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -567663.812500 Penalty: 3009.897705
	Iteration 12Q: 3 clusters Score -567663.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -567797.875000 Penalty: 3009.897705
	Iteration 13Q: 3 clusters Score -567797.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -567889.000000 Penalty: 3009.897705
	Iteration 14Q: 3 clusters Score -567889 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -567947.250000 Penalty: 3009.897705
	Iteration 15Q: 3 clusters Score -567947.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -567994.937500 Penalty: 3009.897705
	Iteration 16Q: 3 clusters Score -567994.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -568032.812500 Penalty: 3009.897705
	Iteration 17Q: 3 clusters Score -568032.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -568056.125000 Penalty: 3009.897705
	Iteration 18Q: 3 clusters Score -568056.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -568078.437500 Penalty: 3009.897705
	Iteration 19Q: 3 clusters Score -568078.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -568103.125000 Penalty: 3009.897705
	Iteration 20F: 3 clusters Score -568103.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -568120.437500 Penalty: 3009.897705
	Iteration 21Q: 3 clusters Score -568120.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -568135.000000 Penalty: 3009.897705
	Iteration 22Q: 3 clusters Score -568135 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -568152.750000 Penalty: 3009.897705
	Iteration 23Q: 3 clusters Score -568152.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -568165.125000 Penalty: 3009.897705
	Iteration 24Q: 3 clusters Score -568165.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -568180.562500 Penalty: 3009.897705
	Iteration 25Q: 3 clusters Score -568180.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -568187.750000 Penalty: 3009.897705
	Iteration 26Q: 3 clusters Score -568187.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -568193.125000 Penalty: 3009.897705
	Iteration 27Q: 3 clusters Score -568193.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -568196.375000 Penalty: 3009.897705
	Iteration 28Q: 3 clusters Score -568196.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -568204.000000 Penalty: 3009.897705
	Iteration 29Q: 3 clusters Score -568204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -568210.500000 Penalty: 3009.897705
	Iteration 30Q: 3 clusters Score -568210.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -568216.500000 Penalty: 3009.897705
	Iteration 31Q: 3 clusters Score -568216.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -568223.875000 Penalty: 3009.897705
	Iteration 32Q: 3 clusters Score -568223.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -568227.375000 Penalty: 3009.897705
	Iteration 33Q: 3 clusters Score -568227.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -568231.250000 Penalty: 3009.897705
	Iteration 34Q: 3 clusters Score -568231.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -568232.375000 Penalty: 3009.897705
	Iteration 35Q: 3 clusters Score -568232.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -568235.500000 Penalty: 3009.897705
	Iteration 36Q: 3 clusters Score -568235.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -568246.250000 Penalty: 3009.897705
	Iteration 37Q: 3 clusters Score -568246.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -568251.437500 Penalty: 3009.897705
	Iteration 38Q: 3 clusters Score -568251.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -568257.062500 Penalty: 3009.897705
	Iteration 39Q: 3 clusters Score -568257.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -568261.750000 Penalty: 3009.897705
	Iteration 40F: 3 clusters Score -568261.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -568265.437500 Penalty: 3009.897705
	Iteration 41Q: 3 clusters Score -568265.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -568266.250000 Penalty: 3009.897705
	Iteration 42Q: 3 clusters Score -568266.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -568268.250000 Penalty: 3009.897705
	Iteration 43Q: 3 clusters Score -568268.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -568269.437500 Penalty: 3009.897705
	Iteration 44Q: 3 clusters Score -568269.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -568270.562500 Penalty: 3009.897705
	Iteration 45Q: 3 clusters Score -568270.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -568271.187500 Penalty: 3009.897705
	Iteration 46Q: 3 clusters Score -568271.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -568273.562500 Penalty: 3009.897705
	Iteration 47Q: 3 clusters Score -568273.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -568273.625000 Penalty: 3009.897705
	Iteration 48Q: 3 clusters Score -568273.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -568273.250000 Penalty: 3009.897705
	Iteration 49Q: 3 clusters Score -568273.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -568274.875000 Penalty: 3009.897705
	Iteration 50Q: 3 clusters Score -568274.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -568277.125000 Penalty: 3009.897705
	Iteration 51Q: 3 clusters Score -568277.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -568279.875000 Penalty: 3009.897705
	Iteration 52Q: 3 clusters Score -568279.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -568280.812500 Penalty: 3009.897705
	Iteration 53Q: 3 clusters Score -568280.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -568280.937500 Penalty: 3009.897705
	Iteration 54Q: 3 clusters Score -568280.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -568282.750000 Penalty: 3009.897705
	Iteration 55Q: 3 clusters Score -568282.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -568284.125000 Penalty: 3009.897705
	Iteration 56Q: 3 clusters Score -568284.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -568285.062500 Penalty: 3009.897705
	Iteration 57Q: 3 clusters Score -568285.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -568284.750000 Penalty: 3009.897705
	Iteration 58Q: 3 clusters Score -568284.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -568284.750000 Penalty: 3009.897705
	Iteration 59F: 3 clusters Score -568284.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (326359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326359 members 
Entering Unmasked Estep 
Score: -16578531.000000 Penalty: 2063.059814
	Iteration 0F: 2 clusters Score -1.657853e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162973 members 
Mstep: Class 2 contains 163386 members 
Entering Unmasked Estep 
Score: -16358355.000000 Penalty: 4126.119629
	Iteration 0F: 3 clusters Score -1.635836e+07 nChanged 159512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157399 members 
Mstep: Class 2 contains 168960 members 
Entering Unmasked Estep 
Score: -16454338.000000 Penalty: 4126.119629
	Iteration 1F: 3 clusters Score -1.645434e+07 nChanged 8894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153971 members 
Mstep: Class 2 contains 172388 members 
Entering Unmasked Estep 
Score: -16456396.000000 Penalty: 4126.119629
	Iteration 2Q: 3 clusters Score -1.64564e+07 nChanged 10325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148654 members 
Mstep: Class 2 contains 177705 members 
Entering Unmasked Estep 
Score: -16459102.000000 Penalty: 4126.119629
	Iteration 3Q: 3 clusters Score -1.64591e+07 nChanged 12617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140607 members 
Mstep: Class 2 contains 185752 members 
Entering Unmasked Estep 
Score: -16463920.000000 Penalty: 4126.119629
	Iteration 4Q: 3 clusters Score -1.646392e+07 nChanged 15869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128590 members 
Mstep: Class 2 contains 197769 members 
Entering Unmasked Estep 
Score: -16471683.000000 Penalty: 4126.119629
	Iteration 5Q: 3 clusters Score -1.647168e+07 nChanged 19713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112087 members 
Mstep: Class 2 contains 214272 members 
Entering Unmasked Estep 
Score: -16483571.000000 Penalty: 4126.119629
	Iteration 6F: 3 clusters Score -1.648357e+07 nChanged 23168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91183 members 
Mstep: Class 2 contains 235176 members 
Entering Unmasked Estep 
Score: -16500890.000000 Penalty: 4126.119629
	Iteration 7F: 3 clusters Score -1.650089e+07 nChanged 23594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69019 members 
Mstep: Class 2 contains 257340 members 
Entering Unmasked Estep 
Score: -16520387.000000 Penalty: 4126.119629
	Iteration 8F: 3 clusters Score -1.652039e+07 nChanged 19992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49811 members 
Mstep: Class 2 contains 276548 members 
Entering Unmasked Estep 
Score: -16537987.000000 Penalty: 4126.119629
	Iteration 9F: 3 clusters Score -1.653799e+07 nChanged 14971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 291087 members 
Entering Unmasked Estep 
Score: -16551163.000000 Penalty: 4126.119629
	Iteration 10Q: 3 clusters Score -1.655116e+07 nChanged 10486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 301233 members 
Entering Unmasked Estep 
Score: -16560227.000000 Penalty: 4126.119629
	Iteration 11Q: 3 clusters Score -1.656023e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 308064 members 
Entering Unmasked Estep 
Score: -16565938.000000 Penalty: 4126.119629
	Iteration 12Q: 3 clusters Score -1.656594e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 312810 members 
Entering Unmasked Estep 
Score: -16569511.000000 Penalty: 4126.119629
	Iteration 13Q: 3 clusters Score -1.656951e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 316154 members 
Entering Unmasked Estep 
Score: -16571699.000000 Penalty: 4126.119629
	Iteration 14Q: 3 clusters Score -1.65717e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 318637 members 
Entering Unmasked Estep 
Score: -16573277.000000 Penalty: 4126.119629
	Iteration 15Q: 3 clusters Score -1.657328e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 320511 members 
Entering Unmasked Estep 
Score: -16574346.000000 Penalty: 4126.119629
	Iteration 16Q: 3 clusters Score -1.657435e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 321844 members 
Entering Unmasked Estep 
Score: -16575151.000000 Penalty: 4126.119629
	Iteration 17Q: 3 clusters Score -1.657515e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 322821 members 
Entering Unmasked Estep 
Score: -16575751.000000 Penalty: 4126.119629
	Iteration 18Q: 3 clusters Score -1.657575e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 323473 members 
Entering Unmasked Estep 
Score: -16576090.000000 Penalty: 4126.119629
	Iteration 19Q: 3 clusters Score -1.657609e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 323899 members 
Entering Unmasked Estep 
Score: -16576315.000000 Penalty: 4126.119629
	Iteration 20F: 3 clusters Score -1.657632e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 324211 members 
Entering Unmasked Estep 
Score: -16576426.000000 Penalty: 4126.119629
	Iteration 21Q: 3 clusters Score -1.657643e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 324472 members 
Entering Unmasked Estep 
Score: -16576546.000000 Penalty: 4126.119629
	Iteration 22Q: 3 clusters Score -1.657655e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 324658 members 
Entering Unmasked Estep 
Score: -16576669.000000 Penalty: 4126.119629
	Iteration 23Q: 3 clusters Score -1.657667e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 324795 members 
Entering Unmasked Estep 
Score: -16576682.000000 Penalty: 4126.119629
	Iteration 24Q: 3 clusters Score -1.657668e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 324887 members 
Entering Unmasked Estep 
Score: -16576713.000000 Penalty: 4126.119629
	Iteration 25Q: 3 clusters Score -1.657671e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 324977 members 
Entering Unmasked Estep 
Score: -16576753.000000 Penalty: 4126.119629
	Iteration 26Q: 3 clusters Score -1.657675e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 325054 members 
Entering Unmasked Estep 
Score: -16576821.000000 Penalty: 4126.119629
	Iteration 27Q: 3 clusters Score -1.657682e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 325113 members 
Entering Unmasked Estep 
Score: -16576847.000000 Penalty: 4126.119629
	Iteration 28Q: 3 clusters Score -1.657685e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 325165 members 
Entering Unmasked Estep 
Score: -16576863.000000 Penalty: 4126.119629
	Iteration 29Q: 3 clusters Score -1.657686e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 325218 members 
Entering Unmasked Estep 
Score: -16576871.000000 Penalty: 4126.119629
	Iteration 30Q: 3 clusters Score -1.657687e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 325257 members 
Entering Unmasked Estep 
Score: -16576897.000000 Penalty: 4126.119629
	Iteration 31Q: 3 clusters Score -1.65769e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 325289 members 
Entering Unmasked Estep 
Score: -16576896.000000 Penalty: 4126.119629
	Iteration 32Q: 3 clusters Score -1.65769e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 325322 members 
Entering Unmasked Estep 
Score: -16576897.000000 Penalty: 4126.119629
	Iteration 33Q: 3 clusters Score -1.65769e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 325341 members 
Entering Unmasked Estep 
Score: -16576894.000000 Penalty: 4126.119629
	Iteration 34Q: 3 clusters Score -1.657689e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 325359 members 
Entering Unmasked Estep 
Score: -16576912.000000 Penalty: 4126.119629
	Iteration 35Q: 3 clusters Score -1.657691e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 325384 members 
Entering Unmasked Estep 
Score: -16576920.000000 Penalty: 4126.119629
	Iteration 36Q: 3 clusters Score -1.657692e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 325401 members 
Entering Unmasked Estep 
Score: -16576940.000000 Penalty: 4126.119629
	Iteration 37Q: 3 clusters Score -1.657694e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 325412 members 
Entering Unmasked Estep 
Score: -16576915.000000 Penalty: 4126.119629
	Iteration 38Q: 3 clusters Score -1.657692e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 325425 members 
Entering Unmasked Estep 
Score: -16576932.000000 Penalty: 4126.119629
	Iteration 39Q: 3 clusters Score -1.657693e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 325431 members 
Entering Unmasked Estep 
Score: -16576938.000000 Penalty: 4126.119629
	Iteration 40F: 3 clusters Score -1.657694e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 325435 members 
Entering Unmasked Estep 
Score: -16576947.000000 Penalty: 4126.119629
	Iteration 41Q: 3 clusters Score -1.657695e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 325439 members 
Entering Unmasked Estep 
Score: -16576949.000000 Penalty: 4126.119629
	Iteration 42Q: 3 clusters Score -1.657695e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 325449 members 
Entering Unmasked Estep 
Score: -16576945.000000 Penalty: 4126.119629
	Iteration 43Q: 3 clusters Score -1.657694e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 325457 members 
Entering Unmasked Estep 
Score: -16576928.000000 Penalty: 4126.119629
	Iteration 44Q: 3 clusters Score -1.657693e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 325466 members 
Entering Unmasked Estep 
Score: -16576948.000000 Penalty: 4126.119629
	Iteration 45Q: 3 clusters Score -1.657695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 325472 members 
Entering Unmasked Estep 
Score: -16576948.000000 Penalty: 4126.119629
	Iteration 46Q: 3 clusters Score -1.657695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 325477 members 
Entering Unmasked Estep 
Score: -16576939.000000 Penalty: 4126.119629
	Iteration 47Q: 3 clusters Score -1.657694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 325480 members 
Entering Unmasked Estep 
Score: -16576942.000000 Penalty: 4126.119629
	Iteration 48Q: 3 clusters Score -1.657694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 325483 members 
Entering Unmasked Estep 
Score: -16576949.000000 Penalty: 4126.119629
	Iteration 49Q: 3 clusters Score -1.657695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 325485 members 
Entering Unmasked Estep 
Score: -16576959.000000 Penalty: 4126.119629
	Iteration 50Q: 3 clusters Score -1.657696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 325485 members 
Entering Unmasked Estep 
Score: -16576964.000000 Penalty: 4126.119629
	Iteration 51Q: 3 clusters Score -1.657696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 325484 members 
Entering Unmasked Estep 
Score: -16576955.000000 Penalty: 4126.119629
	Iteration 52Q: 3 clusters Score -1.657696e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 325484 members 
Entering Unmasked Estep 
Score: -16576955.000000 Penalty: 4126.119629
	Iteration 53F: 3 clusters Score -1.657696e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Entering Unmasked Estep 
Score: -248565.453125 Penalty: 1366.742188
	Iteration 0F: 2 clusters Score -248565.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -244892.984375 Penalty: 2733.484375
	Iteration 0F: 3 clusters Score -244893 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -245892.875000 Penalty: 2733.484375
	Iteration 1F: 3 clusters Score -245892.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -246045.437500 Penalty: 2733.484375
	Iteration 2F: 3 clusters Score -246045.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -246165.843750 Penalty: 2733.484375
	Iteration 3Q: 3 clusters Score -246165.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -246258.031250 Penalty: 2733.484375
	Iteration 4Q: 3 clusters Score -246258 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -246334.937500 Penalty: 2733.484375
	Iteration 5Q: 3 clusters Score -246334.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -246399.187500 Penalty: 2733.484375
	Iteration 6Q: 3 clusters Score -246399.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -246458.187500 Penalty: 2733.484375
	Iteration 7Q: 3 clusters Score -246458.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -246521.156250 Penalty: 2733.484375
	Iteration 8Q: 3 clusters Score -246521.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -246582.921875 Penalty: 2733.484375
	Iteration 9Q: 3 clusters Score -246582.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -246644.312500 Penalty: 2733.484375
	Iteration 10Q: 3 clusters Score -246644.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -246697.796875 Penalty: 2733.484375
	Iteration 11Q: 3 clusters Score -246697.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -246766.578125 Penalty: 2733.484375
	Iteration 12Q: 3 clusters Score -246766.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -246831.312500 Penalty: 2733.484375
	Iteration 13Q: 3 clusters Score -246831.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -246897.328125 Penalty: 2733.484375
	Iteration 14Q: 3 clusters Score -246897.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -246974.859375 Penalty: 2733.484375
	Iteration 15Q: 3 clusters Score -246974.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -247032.140625 Penalty: 2733.484375
	Iteration 16Q: 3 clusters Score -247032.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -247089.546875 Penalty: 2733.484375
	Iteration 17Q: 3 clusters Score -247089.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -247146.171875 Penalty: 2733.484375
	Iteration 18Q: 3 clusters Score -247146.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -247191.921875 Penalty: 2733.484375
	Iteration 19Q: 3 clusters Score -247191.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -247229.234375 Penalty: 2733.484375
	Iteration 20F: 3 clusters Score -247229.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -247256.296875 Penalty: 2733.484375
	Iteration 21Q: 3 clusters Score -247256.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -247275.140625 Penalty: 2733.484375
	Iteration 22Q: 3 clusters Score -247275.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -247291.484375 Penalty: 2733.484375
	Iteration 23Q: 3 clusters Score -247291.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -247306.312500 Penalty: 2733.484375
	Iteration 24Q: 3 clusters Score -247306.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -247317.562500 Penalty: 2733.484375
	Iteration 25Q: 3 clusters Score -247317.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -247326.546875 Penalty: 2733.484375
	Iteration 26Q: 3 clusters Score -247326.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -247336.156250 Penalty: 2733.484375
	Iteration 27Q: 3 clusters Score -247336.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -247344.984375 Penalty: 2733.484375
	Iteration 28Q: 3 clusters Score -247345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -247353.312500 Penalty: 2733.484375
	Iteration 29Q: 3 clusters Score -247353.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -247355.984375 Penalty: 2733.484375
	Iteration 30Q: 3 clusters Score -247356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -247358.015625 Penalty: 2733.484375
	Iteration 31Q: 3 clusters Score -247358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -247359.593750 Penalty: 2733.484375
	Iteration 32Q: 3 clusters Score -247359.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -247360.500000 Penalty: 2733.484375
	Iteration 33Q: 3 clusters Score -247360.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -247360.500000 Penalty: 2733.484375
	Iteration 34F: 3 clusters Score -247360.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -146728.703125 Penalty: 1297.364380
	Iteration 0F: 2 clusters Score -146728.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -143941.265625 Penalty: 2594.728760
	Iteration 0F: 3 clusters Score -143941.3 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -144612.859375 Penalty: 2594.728760
	Iteration 1F: 3 clusters Score -144612.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -144760.546875 Penalty: 2594.728760
	Iteration 2F: 3 clusters Score -144760.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -144851.796875 Penalty: 2594.728760
	Iteration 3F: 3 clusters Score -144851.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -144938.031250 Penalty: 2594.728760
	Iteration 4Q: 3 clusters Score -144938 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -144997.968750 Penalty: 2594.728760
	Iteration 5Q: 3 clusters Score -144998 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -145049.296875 Penalty: 2594.728760
	Iteration 6Q: 3 clusters Score -145049.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -145100.515625 Penalty: 2594.728760
	Iteration 7Q: 3 clusters Score -145100.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -145140.656250 Penalty: 2594.728760
	Iteration 8Q: 3 clusters Score -145140.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -145166.718750 Penalty: 2594.728760
	Iteration 9Q: 3 clusters Score -145166.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -145191.203125 Penalty: 2594.728760
	Iteration 10Q: 3 clusters Score -145191.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -145206.687500 Penalty: 2594.728760
	Iteration 11Q: 3 clusters Score -145206.7 nChanged 36
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: -145221.093750 Penalty: 2594.728760
	Iteration 12Q: 3 clusters Score -145221.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -145236.828125 Penalty: 2594.728760
	Iteration 13Q: 3 clusters Score -145236.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -145254.718750 Penalty: 2594.728760
	Iteration 14Q: 3 clusters Score -145254.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -145274.625000 Penalty: 2594.728760
	Iteration 15Q: 3 clusters Score -145274.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -145290.484375 Penalty: 2594.728760
	Iteration 16Q: 3 clusters Score -145290.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -145303.093750 Penalty: 2594.728760
	Iteration 17Q: 3 clusters Score -145303.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -145313.546875 Penalty: 2594.728760
	Iteration 18Q: 3 clusters Score -145313.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -145326.531250 Penalty: 2594.728760
	Iteration 19Q: 3 clusters Score -145326.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -145339.687500 Penalty: 2594.728760
	Iteration 20F: 3 clusters Score -145339.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -145348.031250 Penalty: 2594.728760
	Iteration 21Q: 3 clusters Score -145348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -145357.546875 Penalty: 2594.728760
	Iteration 22Q: 3 clusters Score -145357.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -145363.281250 Penalty: 2594.728760
	Iteration 23Q: 3 clusters Score -145363.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -145367.984375 Penalty: 2594.728760
	Iteration 24Q: 3 clusters Score -145368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -145374.203125 Penalty: 2594.728760
	Iteration 25Q: 3 clusters Score -145374.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -145378.718750 Penalty: 2594.728760
	Iteration 26Q: 3 clusters Score -145378.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -145384.968750 Penalty: 2594.728760
	Iteration 27Q: 3 clusters Score -145385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -145387.593750 Penalty: 2594.728760
	Iteration 28Q: 3 clusters Score -145387.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -145390.140625 Penalty: 2594.728760
	Iteration 29Q: 3 clusters Score -145390.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -145391.968750 Penalty: 2594.728760
	Iteration 30Q: 3 clusters Score -145392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -145394.328125 Penalty: 2594.728760
	Iteration 31Q: 3 clusters Score -145394.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -145397.078125 Penalty: 2594.728760
	Iteration 32Q: 3 clusters Score -145397.1 nChanged 3
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: -145397.578125 Penalty: 2594.728760
	Iteration 33Q: 3 clusters Score -145397.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -145397.843750 Penalty: 2594.728760
	Iteration 34Q: 3 clusters Score -145397.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -145398.015625 Penalty: 2594.728760
	Iteration 35Q: 3 clusters Score -145398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -145398.328125 Penalty: 2594.728760
	Iteration 36Q: 3 clusters Score -145398.3 nChanged 1
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: -145398.406250 Penalty: 2594.728760
	Iteration 37Q: 3 clusters Score -145398.4 nChanged 0
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: -145398.406250 Penalty: 2594.728760
	Iteration 38F: 3 clusters Score -145398.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Entering Unmasked Estep 
Score: -100620.109375 Penalty: 1227.579346
	Iteration 0F: 2 clusters Score -100620.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -98569.851562 Penalty: 2455.158691
	Iteration 0F: 3 clusters Score -98569.85 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -98964.406250 Penalty: 2455.158691
	Iteration 1F: 3 clusters Score -98964.41 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -99041.828125 Penalty: 2455.158691
	Iteration 2F: 3 clusters Score -99041.83 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -99080.023438 Penalty: 2455.158691
	Iteration 3Q: 3 clusters Score -99080.02 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -99109.195312 Penalty: 2455.158691
	Iteration 4Q: 3 clusters Score -99109.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -99133.398438 Penalty: 2455.158691
	Iteration 5Q: 3 clusters Score -99133.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -99150.054688 Penalty: 2455.158691
	Iteration 6Q: 3 clusters Score -99150.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -99168.367188 Penalty: 2455.158691
	Iteration 7Q: 3 clusters Score -99168.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -99184.859375 Penalty: 2455.158691
	Iteration 8Q: 3 clusters Score -99184.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -99202.968750 Penalty: 2455.158691
	Iteration 9Q: 3 clusters Score -99202.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -99217.351562 Penalty: 2455.158691
	Iteration 10Q: 3 clusters Score -99217.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -99224.992188 Penalty: 2455.158691
	Iteration 11Q: 3 clusters Score -99224.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -99229.148438 Penalty: 2455.158691
	Iteration 12Q: 3 clusters Score -99229.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -99232.203125 Penalty: 2455.158691
	Iteration 13Q: 3 clusters Score -99232.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -99237.296875 Penalty: 2455.158691
	Iteration 14Q: 3 clusters Score -99237.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -99242.921875 Penalty: 2455.158691
	Iteration 15Q: 3 clusters Score -99242.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -99246.953125 Penalty: 2455.158691
	Iteration 16Q: 3 clusters Score -99246.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -99248.796875 Penalty: 2455.158691
	Iteration 17Q: 3 clusters Score -99248.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -99249.656250 Penalty: 2455.158691
	Iteration 18Q: 3 clusters Score -99249.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -99250.085938 Penalty: 2455.158691
	Iteration 19Q: 3 clusters Score -99250.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -99250.890625 Penalty: 2455.158691
	Iteration 20F: 3 clusters Score -99250.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -99251.109375 Penalty: 2455.158691
	Iteration 21Q: 3 clusters Score -99251.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -99251.109375 Penalty: 2455.158691
	Iteration 22F: 3 clusters Score -99251.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Entering Unmasked Estep 
Score: -299434.500000 Penalty: 1395.372192
	Iteration 0F: 2 clusters Score -299434.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -295176.875000 Penalty: 2790.744385
	Iteration 0F: 3 clusters Score -295176.9 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -296332.093750 Penalty: 2790.744385
	Iteration 1F: 3 clusters Score -296332.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -296487.625000 Penalty: 2790.744385
	Iteration 2F: 3 clusters Score -296487.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -296606.937500 Penalty: 2790.744385
	Iteration 3Q: 3 clusters Score -296606.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -296692.031250 Penalty: 2790.744385
	Iteration 4Q: 3 clusters Score -296692 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -296763.156250 Penalty: 2790.744385
	Iteration 5Q: 3 clusters Score -296763.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -296820.906250 Penalty: 2790.744385
	Iteration 6Q: 3 clusters Score -296820.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -296872.000000 Penalty: 2790.744385
	Iteration 7Q: 3 clusters Score -296872 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -296924.531250 Penalty: 2790.744385
	Iteration 8Q: 3 clusters Score -296924.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -296977.656250 Penalty: 2790.744385
	Iteration 9Q: 3 clusters Score -296977.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -297027.875000 Penalty: 2790.744385
	Iteration 10Q: 3 clusters Score -297027.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -297079.062500 Penalty: 2790.744385
	Iteration 11Q: 3 clusters Score -297079.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -297137.187500 Penalty: 2790.744385
	Iteration 12Q: 3 clusters Score -297137.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -297212.718750 Penalty: 2790.744385
	Iteration 13Q: 3 clusters Score -297212.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -297303.093750 Penalty: 2790.744385
	Iteration 14Q: 3 clusters Score -297303.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -297432.875000 Penalty: 2790.744385
	Iteration 15Q: 3 clusters Score -297432.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -297567.468750 Penalty: 2790.744385
	Iteration 16Q: 3 clusters Score -297567.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -297691.531250 Penalty: 2790.744385
	Iteration 17Q: 3 clusters Score -297691.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -297818.531250 Penalty: 2790.744385
	Iteration 18Q: 3 clusters Score -297818.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -297921.093750 Penalty: 2790.744385
	Iteration 19Q: 3 clusters Score -297921.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -298000.562500 Penalty: 2790.744385
	Iteration 20F: 3 clusters Score -298000.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -298070.281250 Penalty: 2790.744385
	Iteration 21Q: 3 clusters Score -298070.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -298115.437500 Penalty: 2790.744385
	Iteration 22Q: 3 clusters Score -298115.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -298145.406250 Penalty: 2790.744385
	Iteration 23Q: 3 clusters Score -298145.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -298160.375000 Penalty: 2790.744385
	Iteration 24Q: 3 clusters Score -298160.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -298173.875000 Penalty: 2790.744385
	Iteration 25Q: 3 clusters Score -298173.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -298188.968750 Penalty: 2790.744385
	Iteration 26Q: 3 clusters Score -298189 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -298203.375000 Penalty: 2790.744385
	Iteration 27Q: 3 clusters Score -298203.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -298215.312500 Penalty: 2790.744385
	Iteration 28Q: 3 clusters Score -298215.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -298224.000000 Penalty: 2790.744385
	Iteration 29Q: 3 clusters Score -298224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -298228.000000 Penalty: 2790.744385
	Iteration 30Q: 3 clusters Score -298228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -298232.000000 Penalty: 2790.744385
	Iteration 31Q: 3 clusters Score -298232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -298234.062500 Penalty: 2790.744385
	Iteration 32Q: 3 clusters Score -298234.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -298233.843750 Penalty: 2790.744385
	Iteration 33Q: 3 clusters Score -298233.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -298235.125000 Penalty: 2790.744385
	Iteration 34Q: 3 clusters Score -298235.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -298235.125000 Penalty: 2790.744385
	Iteration 35F: 3 clusters Score -298235.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Entering Unmasked Estep 
Score: -104564.203125 Penalty: 1233.349243
	Iteration 0F: 2 clusters Score -104564.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -102528.125000 Penalty: 2466.698486
	Iteration 0F: 3 clusters Score -102528.1 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -102949.281250 Penalty: 2466.698486
	Iteration 1F: 3 clusters Score -102949.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -103055.195312 Penalty: 2466.698486
	Iteration 2F: 3 clusters Score -103055.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -103100.437500 Penalty: 2466.698486
	Iteration 3Q: 3 clusters Score -103100.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -103129.085938 Penalty: 2466.698486
	Iteration 4Q: 3 clusters Score -103129.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -103144.929688 Penalty: 2466.698486
	Iteration 5Q: 3 clusters Score -103144.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -103153.312500 Penalty: 2466.698486
	Iteration 6Q: 3 clusters Score -103153.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -103157.171875 Penalty: 2466.698486
	Iteration 7Q: 3 clusters Score -103157.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -103161.007812 Penalty: 2466.698486
	Iteration 8Q: 3 clusters Score -103161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -103163.648438 Penalty: 2466.698486
	Iteration 9Q: 3 clusters Score -103163.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -103166.203125 Penalty: 2466.698486
	Iteration 10Q: 3 clusters Score -103166.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -103170.554688 Penalty: 2466.698486
	Iteration 11Q: 3 clusters Score -103170.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -103174.992188 Penalty: 2466.698486
	Iteration 12Q: 3 clusters Score -103175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -103179.750000 Penalty: 2466.698486
	Iteration 13Q: 3 clusters Score -103179.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -103185.343750 Penalty: 2466.698486
	Iteration 14Q: 3 clusters Score -103185.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -103190.453125 Penalty: 2466.698486
	Iteration 15Q: 3 clusters Score -103190.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -103195.296875 Penalty: 2466.698486
	Iteration 16Q: 3 clusters Score -103195.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -103200.906250 Penalty: 2466.698486
	Iteration 17Q: 3 clusters Score -103200.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -103206.578125 Penalty: 2466.698486
	Iteration 18Q: 3 clusters Score -103206.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -103214.687500 Penalty: 2466.698486
	Iteration 19Q: 3 clusters Score -103214.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -103225.882812 Penalty: 2466.698486
	Iteration 20F: 3 clusters Score -103225.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -103237.312500 Penalty: 2466.698486
	Iteration 21Q: 3 clusters Score -103237.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -103248.335938 Penalty: 2466.698486
	Iteration 22Q: 3 clusters Score -103248.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -103254.234375 Penalty: 2466.698486
	Iteration 23Q: 3 clusters Score -103254.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -103259.531250 Penalty: 2466.698486
	Iteration 24Q: 3 clusters Score -103259.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -103265.421875 Penalty: 2466.698486
	Iteration 25Q: 3 clusters Score -103265.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -103270.265625 Penalty: 2466.698486
	Iteration 26Q: 3 clusters Score -103270.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -103274.562500 Penalty: 2466.698486
	Iteration 27Q: 3 clusters Score -103274.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -103276.710938 Penalty: 2466.698486
	Iteration 28Q: 3 clusters Score -103276.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -103278.492188 Penalty: 2466.698486
	Iteration 29Q: 3 clusters Score -103278.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -103279.453125 Penalty: 2466.698486
	Iteration 30Q: 3 clusters Score -103279.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -103283.039062 Penalty: 2466.698486
	Iteration 31Q: 3 clusters Score -103283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -103286.296875 Penalty: 2466.698486
	Iteration 32Q: 3 clusters Score -103286.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -103290.515625 Penalty: 2466.698486
	Iteration 33Q: 3 clusters Score -103290.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -103294.414062 Penalty: 2466.698486
	Iteration 34Q: 3 clusters Score -103294.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -103297.828125 Penalty: 2466.698486
	Iteration 35Q: 3 clusters Score -103297.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -103303.070312 Penalty: 2466.698486
	Iteration 36Q: 3 clusters Score -103303.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -103308.304688 Penalty: 2466.698486
	Iteration 37Q: 3 clusters Score -103308.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -103311.421875 Penalty: 2466.698486
	Iteration 38Q: 3 clusters Score -103311.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -103313.539062 Penalty: 2466.698486
	Iteration 39Q: 3 clusters Score -103313.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -103314.531250 Penalty: 2466.698486
	Iteration 40F: 3 clusters Score -103314.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -103315.109375 Penalty: 2466.698486
	Iteration 41Q: 3 clusters Score -103315.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -103315.750000 Penalty: 2466.698486
	Iteration 42Q: 3 clusters Score -103315.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -103316.945312 Penalty: 2466.698486
	Iteration 43Q: 3 clusters Score -103316.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -103317.382812 Penalty: 2466.698486
	Iteration 44Q: 3 clusters Score -103317.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -103318.429688 Penalty: 2466.698486
	Iteration 45Q: 3 clusters Score -103318.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -103318.968750 Penalty: 2466.698486
	Iteration 46Q: 3 clusters Score -103319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -103320.289062 Penalty: 2466.698486
	Iteration 47Q: 3 clusters Score -103320.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -103320.875000 Penalty: 2466.698486
	Iteration 48Q: 3 clusters Score -103320.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -103321.507812 Penalty: 2466.698486
	Iteration 49Q: 3 clusters Score -103321.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -103321.882812 Penalty: 2466.698486
	Iteration 50Q: 3 clusters Score -103321.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -103321.882812 Penalty: 2466.698486
	Iteration 51F: 3 clusters Score -103321.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Entering Unmasked Estep 
Score: -688048.687500 Penalty: 1532.915161
	Iteration 0F: 2 clusters Score -688048.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -679231.562500 Penalty: 3065.830322
	Iteration 0F: 3 clusters Score -679231.6 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -682170.062500 Penalty: 3065.830322
	Iteration 1F: 3 clusters Score -682170.1 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -682551.250000 Penalty: 3065.830322
	Iteration 2F: 3 clusters Score -682551.2 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -683020.000000 Penalty: 3065.830322
	Iteration 3F: 3 clusters Score -683020 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -683566.187500 Penalty: 3065.830322
	Iteration 4F: 3 clusters Score -683566.2 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -684162.125000 Penalty: 3065.830322
	Iteration 5F: 3 clusters Score -684162.1 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -684848.687500 Penalty: 3065.830322
	Iteration 6F: 3 clusters Score -684848.7 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -685473.437500 Penalty: 3065.830322
	Iteration 7F: 3 clusters Score -685473.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -685898.312500 Penalty: 3065.830322
	Iteration 8Q: 3 clusters Score -685898.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -686131.187500 Penalty: 3065.830322
	Iteration 9Q: 3 clusters Score -686131.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -686224.500000 Penalty: 3065.830322
	Iteration 10Q: 3 clusters Score -686224.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -686282.437500 Penalty: 3065.830322
	Iteration 11Q: 3 clusters Score -686282.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -686336.937500 Penalty: 3065.830322
	Iteration 12Q: 3 clusters Score -686336.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -686372.562500 Penalty: 3065.830322
	Iteration 13Q: 3 clusters Score -686372.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -686403.562500 Penalty: 3065.830322
	Iteration 14Q: 3 clusters Score -686403.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -686421.000000 Penalty: 3065.830322
	Iteration 15Q: 3 clusters Score -686421 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -686433.625000 Penalty: 3065.830322
	Iteration 16Q: 3 clusters Score -686433.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -686446.437500 Penalty: 3065.830322
	Iteration 17Q: 3 clusters Score -686446.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -686457.250000 Penalty: 3065.830322
	Iteration 18Q: 3 clusters Score -686457.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -686471.875000 Penalty: 3065.830322
	Iteration 19Q: 3 clusters Score -686471.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -686484.062500 Penalty: 3065.830322
	Iteration 20F: 3 clusters Score -686484.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -686492.625000 Penalty: 3065.830322
	Iteration 21Q: 3 clusters Score -686492.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -686503.812500 Penalty: 3065.830322
	Iteration 22Q: 3 clusters Score -686503.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -686511.437500 Penalty: 3065.830322
	Iteration 23Q: 3 clusters Score -686511.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -686518.125000 Penalty: 3065.830322
	Iteration 24Q: 3 clusters Score -686518.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -686529.125000 Penalty: 3065.830322
	Iteration 25Q: 3 clusters Score -686529.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -686537.750000 Penalty: 3065.830322
	Iteration 26Q: 3 clusters Score -686537.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -686541.375000 Penalty: 3065.830322
	Iteration 27Q: 3 clusters Score -686541.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -686546.500000 Penalty: 3065.830322
	Iteration 28Q: 3 clusters Score -686546.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -686548.750000 Penalty: 3065.830322
	Iteration 29Q: 3 clusters Score -686548.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -686548.500000 Penalty: 3065.830322
	Iteration 30Q: 3 clusters Score -686548.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -686548.250000 Penalty: 3065.830322
	Iteration 31Q: 3 clusters Score -686548.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -686549.562500 Penalty: 3065.830322
	Iteration 32Q: 3 clusters Score -686549.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -686549.750000 Penalty: 3065.830322
	Iteration 33Q: 3 clusters Score -686549.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -686550.937500 Penalty: 3065.830322
	Iteration 34Q: 3 clusters Score -686550.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -686552.125000 Penalty: 3065.830322
	Iteration 35Q: 3 clusters Score -686552.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -686554.625000 Penalty: 3065.830322
	Iteration 36Q: 3 clusters Score -686554.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -686556.312500 Penalty: 3065.830322
	Iteration 37Q: 3 clusters Score -686556.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -686556.062500 Penalty: 3065.830322
	Iteration 38Q: 3 clusters Score -686556.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -686557.750000 Penalty: 3065.830322
	Iteration 39Q: 3 clusters Score -686557.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -686557.625000 Penalty: 3065.830322
	Iteration 40F: 3 clusters Score -686557.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Entering Unmasked Estep 
Score: -59605.792969 Penalty: 1159.290283
	Iteration 0F: 2 clusters Score -59605.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -57986.039062 Penalty: 2318.580566
	Iteration 0F: 3 clusters Score -57986.04 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -58288.019531 Penalty: 2318.580566
	Iteration 1F: 3 clusters Score -58288.02 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -58394.246094 Penalty: 2318.580566
	Iteration 2F: 3 clusters Score -58394.25 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -58469.671875 Penalty: 2318.580566
	Iteration 3F: 3 clusters Score -58469.67 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -58536.480469 Penalty: 2318.580566
	Iteration 4Q: 3 clusters Score -58536.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -58578.058594 Penalty: 2318.580566
	Iteration 5Q: 3 clusters Score -58578.06 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -58609.933594 Penalty: 2318.580566
	Iteration 6Q: 3 clusters Score -58609.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -58632.156250 Penalty: 2318.580566
	Iteration 7Q: 3 clusters Score -58632.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -58657.796875 Penalty: 2318.580566
	Iteration 8Q: 3 clusters Score -58657.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -58688.347656 Penalty: 2318.580566
	Iteration 9Q: 3 clusters Score -58688.35 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -58715.644531 Penalty: 2318.580566
	Iteration 10Q: 3 clusters Score -58715.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -58735.820312 Penalty: 2318.580566
	Iteration 11Q: 3 clusters Score -58735.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -58746.128906 Penalty: 2318.580566
	Iteration 12Q: 3 clusters Score -58746.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -58762.242188 Penalty: 2318.580566
	Iteration 13Q: 3 clusters Score -58762.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -58780.546875 Penalty: 2318.580566
	Iteration 14Q: 3 clusters Score -58780.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -58801.210938 Penalty: 2318.580566
	Iteration 15Q: 3 clusters Score -58801.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -58814.796875 Penalty: 2318.580566
	Iteration 16Q: 3 clusters Score -58814.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -58820.785156 Penalty: 2318.580566
	Iteration 17Q: 3 clusters Score -58820.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -58832.031250 Penalty: 2318.580566
	Iteration 18Q: 3 clusters Score -58832.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -58847.023438 Penalty: 2318.580566
	Iteration 19Q: 3 clusters Score -58847.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -58865.316406 Penalty: 2318.580566
	Iteration 20F: 3 clusters Score -58865.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -58888.558594 Penalty: 2318.580566
	Iteration 21Q: 3 clusters Score -58888.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -58901.187500 Penalty: 2318.580566
	Iteration 22Q: 3 clusters Score -58901.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -58910.140625 Penalty: 2318.580566
	Iteration 23Q: 3 clusters Score -58910.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -58913.531250 Penalty: 2318.580566
	Iteration 24Q: 3 clusters Score -58913.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -58919.054688 Penalty: 2318.580566
	Iteration 25Q: 3 clusters Score -58919.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -58923.753906 Penalty: 2318.580566
	Iteration 26Q: 3 clusters Score -58923.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -58927.691406 Penalty: 2318.580566
	Iteration 27Q: 3 clusters Score -58927.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -58933.417969 Penalty: 2318.580566
	Iteration 28Q: 3 clusters Score -58933.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -58940.351562 Penalty: 2318.580566
	Iteration 29Q: 3 clusters Score -58940.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -58942.988281 Penalty: 2318.580566
	Iteration 30Q: 3 clusters Score -58942.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -58944.054688 Penalty: 2318.580566
	Iteration 31Q: 3 clusters Score -58944.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -58944.613281 Penalty: 2318.580566
	Iteration 32Q: 3 clusters Score -58944.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -58944.824219 Penalty: 2318.580566
	Iteration 33Q: 3 clusters Score -58944.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -58945.125000 Penalty: 2318.580566
	Iteration 34Q: 3 clusters Score -58945.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -58945.125000 Penalty: 2318.580566
	Iteration 35F: 3 clusters Score -58945.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Entering Unmasked Estep 
Score: -755106.687500 Penalty: 1554.825073
	Iteration 0F: 2 clusters Score -755106.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -745132.375000 Penalty: 3109.650146
	Iteration 0F: 3 clusters Score -745132.4 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -748597.437500 Penalty: 3109.650146
	Iteration 1F: 3 clusters Score -748597.4 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -748937.312500 Penalty: 3109.650146
	Iteration 2F: 3 clusters Score -748937.3 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -749280.500000 Penalty: 3109.650146
	Iteration 3F: 3 clusters Score -749280.5 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -749683.250000 Penalty: 3109.650146
	Iteration 4F: 3 clusters Score -749683.2 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -750188.687500 Penalty: 3109.650146
	Iteration 5F: 3 clusters Score -750188.7 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -750794.437500 Penalty: 3109.650146
	Iteration 6F: 3 clusters Score -750794.4 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -751476.062500 Penalty: 3109.650146
	Iteration 7F: 3 clusters Score -751476.1 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -752184.937500 Penalty: 3109.650146
	Iteration 8F: 3 clusters Score -752184.9 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -752750.500000 Penalty: 3109.650146
	Iteration 9Q: 3 clusters Score -752750.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -753148.750000 Penalty: 3109.650146
	Iteration 10Q: 3 clusters Score -753148.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -753365.062500 Penalty: 3109.650146
	Iteration 11Q: 3 clusters Score -753365.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -753517.375000 Penalty: 3109.650146
	Iteration 12Q: 3 clusters Score -753517.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -753627.000000 Penalty: 3109.650146
	Iteration 13Q: 3 clusters Score -753627 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -753710.937500 Penalty: 3109.650146
	Iteration 14Q: 3 clusters Score -753710.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -753762.812500 Penalty: 3109.650146
	Iteration 15Q: 3 clusters Score -753762.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -753793.187500 Penalty: 3109.650146
	Iteration 16Q: 3 clusters Score -753793.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -753824.625000 Penalty: 3109.650146
	Iteration 17Q: 3 clusters Score -753824.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -753846.500000 Penalty: 3109.650146
	Iteration 18Q: 3 clusters Score -753846.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -753865.687500 Penalty: 3109.650146
	Iteration 19Q: 3 clusters Score -753865.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -753879.437500 Penalty: 3109.650146
	Iteration 20F: 3 clusters Score -753879.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -753887.937500 Penalty: 3109.650146
	Iteration 21Q: 3 clusters Score -753887.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -753899.312500 Penalty: 3109.650146
	Iteration 22Q: 3 clusters Score -753899.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -753909.500000 Penalty: 3109.650146
	Iteration 23Q: 3 clusters Score -753909.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -753915.562500 Penalty: 3109.650146
	Iteration 24Q: 3 clusters Score -753915.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -753922.812500 Penalty: 3109.650146
	Iteration 25Q: 3 clusters Score -753922.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -753929.687500 Penalty: 3109.650146
	Iteration 26Q: 3 clusters Score -753929.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -753933.062500 Penalty: 3109.650146
	Iteration 27Q: 3 clusters Score -753933.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -753935.625000 Penalty: 3109.650146
	Iteration 28Q: 3 clusters Score -753935.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -753939.750000 Penalty: 3109.650146
	Iteration 29Q: 3 clusters Score -753939.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -753938.750000 Penalty: 3109.650146
	Iteration 30Q: 3 clusters Score -753938.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -753941.312500 Penalty: 3109.650146
	Iteration 31Q: 3 clusters Score -753941.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -753941.312500 Penalty: 3109.650146
	Iteration 32Q: 3 clusters Score -753941.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -753941.500000 Penalty: 3109.650146
	Iteration 33Q: 3 clusters Score -753941.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -753941.500000 Penalty: 3109.650146
	Iteration 34F: 3 clusters Score -753941.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Entering Unmasked Estep 
Score: -668209.250000 Penalty: 1536.413818
	Iteration 0F: 2 clusters Score -668209.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -659321.187500 Penalty: 3072.827637
	Iteration 0F: 3 clusters Score -659321.2 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -662429.937500 Penalty: 3072.827637
	Iteration 1F: 3 clusters Score -662429.9 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -662880.062500 Penalty: 3072.827637
	Iteration 2F: 3 clusters Score -662880.1 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -663354.750000 Penalty: 3072.827637
	Iteration 3F: 3 clusters Score -663354.8 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -663825.625000 Penalty: 3072.827637
	Iteration 4F: 3 clusters Score -663825.6 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -664359.125000 Penalty: 3072.827637
	Iteration 5F: 3 clusters Score -664359.1 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -664866.000000 Penalty: 3072.827637
	Iteration 6F: 3 clusters Score -664866 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -665432.500000 Penalty: 3072.827637
	Iteration 7F: 3 clusters Score -665432.5 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -665909.312500 Penalty: 3072.827637
	Iteration 8F: 3 clusters Score -665909.3 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -666230.062500 Penalty: 3072.827637
	Iteration 9Q: 3 clusters Score -666230.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -666425.750000 Penalty: 3072.827637
	Iteration 10Q: 3 clusters Score -666425.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -666511.687500 Penalty: 3072.827637
	Iteration 11Q: 3 clusters Score -666511.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -666568.375000 Penalty: 3072.827637
	Iteration 12Q: 3 clusters Score -666568.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -666609.750000 Penalty: 3072.827637
	Iteration 13Q: 3 clusters Score -666609.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -666640.500000 Penalty: 3072.827637
	Iteration 14Q: 3 clusters Score -666640.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -666673.125000 Penalty: 3072.827637
	Iteration 15Q: 3 clusters Score -666673.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -666703.750000 Penalty: 3072.827637
	Iteration 16Q: 3 clusters Score -666703.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -666731.625000 Penalty: 3072.827637
	Iteration 17Q: 3 clusters Score -666731.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -666754.500000 Penalty: 3072.827637
	Iteration 18Q: 3 clusters Score -666754.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -666770.437500 Penalty: 3072.827637
	Iteration 19Q: 3 clusters Score -666770.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -666783.375000 Penalty: 3072.827637
	Iteration 20F: 3 clusters Score -666783.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -666797.125000 Penalty: 3072.827637
	Iteration 21Q: 3 clusters Score -666797.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -666806.250000 Penalty: 3072.827637
	Iteration 22Q: 3 clusters Score -666806.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -666823.375000 Penalty: 3072.827637
	Iteration 23Q: 3 clusters Score -666823.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -666836.250000 Penalty: 3072.827637
	Iteration 24Q: 3 clusters Score -666836.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -666845.125000 Penalty: 3072.827637
	Iteration 25Q: 3 clusters Score -666845.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -666861.375000 Penalty: 3072.827637
	Iteration 26Q: 3 clusters Score -666861.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -666873.937500 Penalty: 3072.827637
	Iteration 27Q: 3 clusters Score -666873.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -666887.812500 Penalty: 3072.827637
	Iteration 28Q: 3 clusters Score -666887.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -666897.312500 Penalty: 3072.827637
	Iteration 29Q: 3 clusters Score -666897.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -666899.500000 Penalty: 3072.827637
	Iteration 30Q: 3 clusters Score -666899.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -666906.750000 Penalty: 3072.827637
	Iteration 31Q: 3 clusters Score -666906.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -666911.500000 Penalty: 3072.827637
	Iteration 32Q: 3 clusters Score -666911.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -666912.875000 Penalty: 3072.827637
	Iteration 33Q: 3 clusters Score -666912.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -666916.125000 Penalty: 3072.827637
	Iteration 34Q: 3 clusters Score -666916.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -666920.375000 Penalty: 3072.827637
	Iteration 35Q: 3 clusters Score -666920.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -666922.375000 Penalty: 3072.827637
	Iteration 36Q: 3 clusters Score -666922.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -666928.625000 Penalty: 3072.827637
	Iteration 37Q: 3 clusters Score -666928.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -666933.562500 Penalty: 3072.827637
	Iteration 38Q: 3 clusters Score -666933.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -666944.937500 Penalty: 3072.827637
	Iteration 39Q: 3 clusters Score -666944.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -666953.687500 Penalty: 3072.827637
	Iteration 40F: 3 clusters Score -666953.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -666957.812500 Penalty: 3072.827637
	Iteration 41Q: 3 clusters Score -666957.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -666963.500000 Penalty: 3072.827637
	Iteration 42Q: 3 clusters Score -666963.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -666968.500000 Penalty: 3072.827637
	Iteration 43Q: 3 clusters Score -666968.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -666970.625000 Penalty: 3072.827637
	Iteration 44Q: 3 clusters Score -666970.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -666975.250000 Penalty: 3072.827637
	Iteration 45Q: 3 clusters Score -666975.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -666978.000000 Penalty: 3072.827637
	Iteration 46Q: 3 clusters Score -666978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -666984.750000 Penalty: 3072.827637
	Iteration 47Q: 3 clusters Score -666984.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -666987.750000 Penalty: 3072.827637
	Iteration 48Q: 3 clusters Score -666987.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -666989.062500 Penalty: 3072.827637
	Iteration 49Q: 3 clusters Score -666989.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -666992.062500 Penalty: 3072.827637
	Iteration 50Q: 3 clusters Score -666992.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -666993.000000 Penalty: 3072.827637
	Iteration 51Q: 3 clusters Score -666993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -666997.250000 Penalty: 3072.827637
	Iteration 52Q: 3 clusters Score -666997.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -666999.375000 Penalty: 3072.827637
	Iteration 53Q: 3 clusters Score -666999.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -667000.750000 Penalty: 3072.827637
	Iteration 54Q: 3 clusters Score -667000.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -667002.812500 Penalty: 3072.827637
	Iteration 55Q: 3 clusters Score -667002.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -667005.750000 Penalty: 3072.827637
	Iteration 56Q: 3 clusters Score -667005.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -667009.500000 Penalty: 3072.827637
	Iteration 57Q: 3 clusters Score -667009.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -667013.750000 Penalty: 3072.827637
	Iteration 58Q: 3 clusters Score -667013.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -667011.937500 Penalty: 3072.827637
	Iteration 59Q: 3 clusters Score -667011.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -667013.125000 Penalty: 3072.827637
	Iteration 60F: 3 clusters Score -667013.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -667013.937500 Penalty: 3072.827637
	Iteration 61Q: 3 clusters Score -667013.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -667013.375000 Penalty: 3072.827637
	Iteration 62Q: 3 clusters Score -667013.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -667017.125000 Penalty: 3072.827637
	Iteration 63Q: 3 clusters Score -667017.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -667018.687500 Penalty: 3072.827637
	Iteration 64Q: 3 clusters Score -667018.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -667019.937500 Penalty: 3072.827637
	Iteration 65Q: 3 clusters Score -667019.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -667020.375000 Penalty: 3072.827637
	Iteration 66Q: 3 clusters Score -667020.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -667022.125000 Penalty: 3072.827637
	Iteration 67Q: 3 clusters Score -667022.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -667023.937500 Penalty: 3072.827637
	Iteration 68Q: 3 clusters Score -667023.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -667024.062500 Penalty: 3072.827637
	Iteration 69Q: 3 clusters Score -667024.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -667027.812500 Penalty: 3072.827637
	Iteration 70Q: 3 clusters Score -667027.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -667030.125000 Penalty: 3072.827637
	Iteration 71Q: 3 clusters Score -667030.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -667032.312500 Penalty: 3072.827637
	Iteration 72Q: 3 clusters Score -667032.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -667033.812500 Penalty: 3072.827637
	Iteration 73Q: 3 clusters Score -667033.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -667034.250000 Penalty: 3072.827637
	Iteration 74Q: 3 clusters Score -667034.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -667035.875000 Penalty: 3072.827637
	Iteration 75Q: 3 clusters Score -667035.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -667036.187500 Penalty: 3072.827637
	Iteration 76Q: 3 clusters Score -667036.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -667037.812500 Penalty: 3072.827637
	Iteration 77Q: 3 clusters Score -667037.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -667039.312500 Penalty: 3072.827637
	Iteration 78Q: 3 clusters Score -667039.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -667040.187500 Penalty: 3072.827637
	Iteration 79Q: 3 clusters Score -667040.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -667041.750000 Penalty: 3072.827637
	Iteration 80F: 3 clusters Score -667041.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -667043.250000 Penalty: 3072.827637
	Iteration 81Q: 3 clusters Score -667043.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -667048.812500 Penalty: 3072.827637
	Iteration 82Q: 3 clusters Score -667048.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -667051.250000 Penalty: 3072.827637
	Iteration 83Q: 3 clusters Score -667051.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -667050.937500 Penalty: 3072.827637
	Iteration 84Q: 3 clusters Score -667050.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -667052.375000 Penalty: 3072.827637
	Iteration 85Q: 3 clusters Score -667052.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -667052.062500 Penalty: 3072.827637
	Iteration 86Q: 3 clusters Score -667052.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -667052.750000 Penalty: 3072.827637
	Iteration 87Q: 3 clusters Score -667052.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -667052.750000 Penalty: 3072.827637
	Iteration 88F: 3 clusters Score -667052.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Entering Unmasked Estep 
Score: -1120835.375000 Penalty: 1618.409302
	Iteration 0F: 2 clusters Score -1120835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1106410.000000 Penalty: 3236.818604
	Iteration 0F: 3 clusters Score -1106410 nChanged 9571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1111671.000000 Penalty: 3236.818604
	Iteration 1F: 3 clusters Score -1111671 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1112017.500000 Penalty: 3236.818604
	Iteration 2Q: 3 clusters Score -1112018 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1112377.750000 Penalty: 3236.818604
	Iteration 3Q: 3 clusters Score -1112378 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1112778.125000 Penalty: 3236.818604
	Iteration 4Q: 3 clusters Score -1112778 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1113319.250000 Penalty: 3236.818604
	Iteration 5Q: 3 clusters Score -1113319 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1114008.625000 Penalty: 3236.818604
	Iteration 6F: 3 clusters Score -1114009 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1114877.625000 Penalty: 3236.818604
	Iteration 7F: 3 clusters Score -1114878 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1115854.625000 Penalty: 3236.818604
	Iteration 8F: 3 clusters Score -1115855 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -1116819.125000 Penalty: 3236.818604
	Iteration 9F: 3 clusters Score -1116819 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -1117600.625000 Penalty: 3236.818604
	Iteration 10F: 3 clusters Score -1117601 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -1118234.750000 Penalty: 3236.818604
	Iteration 11Q: 3 clusters Score -1118235 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -1118719.375000 Penalty: 3236.818604
	Iteration 12Q: 3 clusters Score -1118719 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -1119081.125000 Penalty: 3236.818604
	Iteration 13Q: 3 clusters Score -1119081 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -1119360.750000 Penalty: 3236.818604
	Iteration 14Q: 3 clusters Score -1119361 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -1119593.500000 Penalty: 3236.818604
	Iteration 15Q: 3 clusters Score -1119594 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -1119776.625000 Penalty: 3236.818604
	Iteration 16Q: 3 clusters Score -1119777 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -1119936.750000 Penalty: 3236.818604
	Iteration 17Q: 3 clusters Score -1119937 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -1120066.875000 Penalty: 3236.818604
	Iteration 18Q: 3 clusters Score -1120067 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -1120154.000000 Penalty: 3236.818604
	Iteration 19Q: 3 clusters Score -1120154 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -1120210.750000 Penalty: 3236.818604
	Iteration 20F: 3 clusters Score -1120211 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -1120266.625000 Penalty: 3236.818604
	Iteration 21Q: 3 clusters Score -1120267 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -1120316.750000 Penalty: 3236.818604
	Iteration 22Q: 3 clusters Score -1120317 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -1120353.000000 Penalty: 3236.818604
	Iteration 23Q: 3 clusters Score -1120353 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -1120382.125000 Penalty: 3236.818604
	Iteration 24Q: 3 clusters Score -1120382 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -1120402.125000 Penalty: 3236.818604
	Iteration 25Q: 3 clusters Score -1120402 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -1120416.000000 Penalty: 3236.818604
	Iteration 26Q: 3 clusters Score -1120416 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -1120421.750000 Penalty: 3236.818604
	Iteration 27Q: 3 clusters Score -1120422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -1120432.125000 Penalty: 3236.818604
	Iteration 28Q: 3 clusters Score -1120432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -1120436.500000 Penalty: 3236.818604
	Iteration 29Q: 3 clusters Score -1120436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -1120439.750000 Penalty: 3236.818604
	Iteration 30Q: 3 clusters Score -1120440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -1120441.375000 Penalty: 3236.818604
	Iteration 31Q: 3 clusters Score -1120441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -1120441.750000 Penalty: 3236.818604
	Iteration 32Q: 3 clusters Score -1120442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -1120442.375000 Penalty: 3236.818604
	Iteration 33Q: 3 clusters Score -1120442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -1120446.250000 Penalty: 3236.818604
	Iteration 34Q: 3 clusters Score -1120446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -1120446.250000 Penalty: 3236.818604
	Iteration 35Q: 3 clusters Score -1120446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -1120446.875000 Penalty: 3236.818604
	Iteration 36Q: 3 clusters Score -1120447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -1120444.875000 Penalty: 3236.818604
	Iteration 37Q: 3 clusters Score -1120445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -1120445.250000 Penalty: 3236.818604
	Iteration 38Q: 3 clusters Score -1120445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -1120443.625000 Penalty: 3236.818604
	Iteration 39Q: 3 clusters Score -1120444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -1120446.875000 Penalty: 3236.818604
	Iteration 40F: 3 clusters Score -1120447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -1120446.500000 Penalty: 3236.818604
	Iteration 41Q: 3 clusters Score -1120446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -1120446.500000 Penalty: 3236.818604
	Iteration 42Q: 3 clusters Score -1120446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -1120449.375000 Penalty: 3236.818604
	Iteration 43Q: 3 clusters Score -1120449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -1120452.125000 Penalty: 3236.818604
	Iteration 44Q: 3 clusters Score -1120452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -1120451.375000 Penalty: 3236.818604
	Iteration 45Q: 3 clusters Score -1120451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -1120452.125000 Penalty: 3236.818604
	Iteration 46Q: 3 clusters Score -1120452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -1120453.500000 Penalty: 3236.818604
	Iteration 47Q: 3 clusters Score -1120454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -1120452.875000 Penalty: 3236.818604
	Iteration 48Q: 3 clusters Score -1120453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -1120453.375000 Penalty: 3236.818604
	Iteration 49Q: 3 clusters Score -1120453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -1120453.375000 Penalty: 3236.818604
	Iteration 50F: 3 clusters Score -1120453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18473 members 
Mstep: Class 4 contains 2192 members 
Mstep: Class 5 contains 3392 members 
Mstep: Class 6 contains 6384 members 
Mstep: Class 7 contains 10522 members 
Mstep: Class 8 contains 326359 members 
Mstep: Class 9 contains 4495 members 
Mstep: Class 10 contains 2933 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 18 contains 12498 members 
Mstep: Class 19 contains 1254 members 
Mstep: Class 20 contains 14302 members 
Mstep: Class 22 contains 12770 members 
Mstep: Class 23 contains 21151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161802.000000 Penalty: 38156.070312
Iteration 239Q: 19 clusters Score -2.31618e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18473 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 3391 members 
Mstep: Class 6 contains 6384 members 
Mstep: Class 7 contains 10522 members 
Mstep: Class 8 contains 326357 members 
Mstep: Class 9 contains 4496 members 
Mstep: Class 10 contains 2933 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 18 contains 12485 members 
Mstep: Class 19 contains 1254 members 
Mstep: Class 20 contains 14312 members 
Mstep: Class 22 contains 12771 members 
Mstep: Class 23 contains 21152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161804.000000 Penalty: 38156.070312
Iteration 240F: 19 clusters Score -2.31618e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18474 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 3391 members 
Mstep: Class 6 contains 6384 members 
Mstep: Class 7 contains 10524 members 
Mstep: Class 8 contains 326370 members 
Mstep: Class 9 contains 4497 members 
Mstep: Class 10 contains 2931 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 18 contains 12462 members 
Mstep: Class 19 contains 1254 members 
Mstep: Class 20 contains 14315 members 
Mstep: Class 22 contains 12774 members 
Mstep: Class 23 contains 21153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161792.000000 Penalty: 38156.070312
Iteration 241Q: 19 clusters Score -2.316179e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18474 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 3391 members 
Mstep: Class 6 contains 6384 members 
Mstep: Class 7 contains 10525 members 
Mstep: Class 8 contains 326383 members 
Mstep: Class 9 contains 4498 members 
Mstep: Class 10 contains 2931 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 18 contains 12439 members 
Mstep: Class 19 contains 1254 members 
Mstep: Class 20 contains 14319 members 
Mstep: Class 22 contains 12775 members 
Mstep: Class 23 contains 21155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161782.000000 Penalty: 38156.070312
Iteration 242Q: 19 clusters Score -2.316178e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18474 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 3391 members 
Mstep: Class 6 contains 6384 members 
Mstep: Class 7 contains 10524 members 
Mstep: Class 8 contains 326393 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 2931 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 18 contains 12424 members 
Mstep: Class 19 contains 1254 members 
Mstep: Class 20 contains 14322 members 
Mstep: Class 22 contains 12775 members 
Mstep: Class 23 contains 21156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161762.000000 Penalty: 38156.070312
Iteration 243Q: 19 clusters Score -2.316176e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18474 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 3391 members 
Mstep: Class 6 contains 6385 members 
Mstep: Class 7 contains 10524 members 
Mstep: Class 8 contains 326406 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 2931 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 18 contains 12409 members 
Mstep: Class 19 contains 1254 members 
Mstep: Class 20 contains 14321 members 
Mstep: Class 22 contains 12775 members 
Mstep: Class 23 contains 21156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161774.000000 Penalty: 38156.070312
Iteration 244Q: 19 clusters Score -2.316177e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18474 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 3391 members 
Mstep: Class 6 contains 6386 members 
Mstep: Class 7 contains 10527 members 
Mstep: Class 8 contains 326419 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2929 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 18 contains 12392 members 
Mstep: Class 19 contains 1254 members 
Mstep: Class 20 contains 14322 members 
Mstep: Class 22 contains 12775 members 
Mstep: Class 23 contains 21156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161760.000000 Penalty: 38156.070312
Iteration 245Q: 19 clusters Score -2.316176e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18473 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 3391 members 
Mstep: Class 6 contains 6385 members 
Mstep: Class 7 contains 10531 members 
Mstep: Class 8 contains 326431 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2928 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 18 contains 12377 members 
Mstep: Class 19 contains 1254 members 
Mstep: Class 20 contains 14323 members 
Mstep: Class 22 contains 12775 members 
Mstep: Class 23 contains 21156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161782.000000 Penalty: 38156.070312
Iteration 246Q: 19 clusters Score -2.316178e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18474 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 3391 members 
Mstep: Class 6 contains 6385 members 
Mstep: Class 7 contains 10534 members 
Mstep: Class 8 contains 326436 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2927 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 18 contains 12368 members 
Mstep: Class 19 contains 1254 members 
Mstep: Class 20 contains 14324 members 
Mstep: Class 22 contains 12775 members 
Mstep: Class 23 contains 21156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161786.000000 Penalty: 38156.070312
Iteration 247Q: 19 clusters Score -2.316179e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18475 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 3391 members 
Mstep: Class 6 contains 6385 members 
Mstep: Class 7 contains 10536 members 
Mstep: Class 8 contains 326440 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2926 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 18 contains 12361 members 
Mstep: Class 19 contains 1254 members 
Mstep: Class 20 contains 14324 members 
Mstep: Class 22 contains 12775 members 
Mstep: Class 23 contains 21157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161800.000000 Penalty: 38156.070312
Iteration 248Q: 19 clusters Score -2.31618e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18476 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 3391 members 
Mstep: Class 6 contains 6385 members 
Mstep: Class 7 contains 10538 members 
Mstep: Class 8 contains 326444 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2924 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 18 contains 12355 members 
Mstep: Class 19 contains 1255 members 
Mstep: Class 20 contains 14324 members 
Mstep: Class 22 contains 12775 members 
Mstep: Class 23 contains 21157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161774.000000 Penalty: 38156.070312
Iteration 249Q: 19 clusters Score -2.316177e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18481 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6385 members 
Mstep: Class 7 contains 10540 members 
Mstep: Class 8 contains 326447 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2921 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 18 contains 12350 members 
Mstep: Class 19 contains 1255 members 
Mstep: Class 20 contains 14323 members 
Mstep: Class 22 contains 12775 members 
Mstep: Class 23 contains 21157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161766.000000 Penalty: 38156.070312
Iteration 250Q: 19 clusters Score -2.316177e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18482 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6385 members 
Mstep: Class 7 contains 10541 members 
Mstep: Class 8 contains 326450 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2920 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 18 contains 12345 members 
Mstep: Class 19 contains 1255 members 
Mstep: Class 20 contains 14323 members 
Mstep: Class 22 contains 12775 members 
Mstep: Class 23 contains 21158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161782.000000 Penalty: 38156.070312
Iteration 251Q: 19 clusters Score -2.316178e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18486 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6385 members 
Mstep: Class 7 contains 10542 members 
Mstep: Class 8 contains 326446 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2919 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 18 contains 12341 members 
Mstep: Class 19 contains 1255 members 
Mstep: Class 20 contains 14327 members 
Mstep: Class 22 contains 12775 members 
Mstep: Class 23 contains 21158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161794.000000 Penalty: 38156.070312
Iteration 252Q: 19 clusters Score -2.316179e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18486 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6385 members 
Mstep: Class 7 contains 10546 members 
Mstep: Class 8 contains 326447 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2919 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 18 contains 12336 members 
Mstep: Class 19 contains 1255 members 
Mstep: Class 20 contains 14325 members 
Mstep: Class 22 contains 12775 members 
Mstep: Class 23 contains 21160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161810.000000 Penalty: 38156.070312
Iteration 253Q: 19 clusters Score -2.316181e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18487 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6384 members 
Mstep: Class 7 contains 10548 members 
Mstep: Class 8 contains 326449 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2919 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 18 contains 12327 members 
Mstep: Class 19 contains 1255 members 
Mstep: Class 20 contains 14331 members 
Mstep: Class 22 contains 12775 members 
Mstep: Class 23 contains 21159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161828.000000 Penalty: 38156.070312
Iteration 254Q: 19 clusters Score -2.316183e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18487 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6383 members 
Mstep: Class 7 contains 10548 members 
Mstep: Class 8 contains 326453 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2919 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 18 contains 12316 members 
Mstep: Class 19 contains 1255 members 
Mstep: Class 20 contains 14336 members 
Mstep: Class 22 contains 12775 members 
Mstep: Class 23 contains 21161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161808.000000 Penalty: 38156.070312
Iteration 255Q: 19 clusters Score -2.316181e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18487 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6381 members 
Mstep: Class 7 contains 10547 members 
Mstep: Class 8 contains 326470 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2919 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 18 contains 12298 members 
Mstep: Class 19 contains 1255 members 
Mstep: Class 20 contains 14342 members 
Mstep: Class 22 contains 12776 members 
Mstep: Class 23 contains 21158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161820.000000 Penalty: 38156.070312
Iteration 256Q: 19 clusters Score -2.316182e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18487 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6381 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 326483 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2921 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 18 contains 12281 members 
Mstep: Class 19 contains 1254 members 
Mstep: Class 20 contains 14342 members 
Mstep: Class 22 contains 12778 members 
Mstep: Class 23 contains 21160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161820.000000 Penalty: 38156.070312
Iteration 257Q: 19 clusters Score -2.316182e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18487 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6381 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 326485 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2920 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 18 contains 12273 members 
Mstep: Class 19 contains 1255 members 
Mstep: Class 20 contains 14344 members 
Mstep: Class 22 contains 12778 members 
Mstep: Class 23 contains 21163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161814.000000 Penalty: 38156.070312
Iteration 258Q: 19 clusters Score -2.316181e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18487 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6381 members 
Mstep: Class 7 contains 10544 members 
Mstep: Class 8 contains 326487 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2920 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 18 contains 12264 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 14350 members 
Mstep: Class 22 contains 12778 members 
Mstep: Class 23 contains 21163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161840.000000 Penalty: 38156.070312
Iteration 259Q: 19 clusters Score -2.316184e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18488 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6381 members 
Mstep: Class 7 contains 10543 members 
Mstep: Class 8 contains 326481 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2920 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 12257 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 14364 members 
Mstep: Class 22 contains 12778 members 
Mstep: Class 23 contains 21160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161850.000000 Penalty: 38156.070312
Iteration 260F: 19 clusters Score -2.316185e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18487 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6380 members 
Mstep: Class 7 contains 10543 members 
Mstep: Class 8 contains 326476 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2920 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 12252 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 14369 members 
Mstep: Class 22 contains 12779 members 
Mstep: Class 23 contains 21162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161848.000000 Penalty: 38156.070312
Iteration 261Q: 19 clusters Score -2.316185e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 18488 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6380 members 
Mstep: Class 7 contains 10543 members 
Mstep: Class 8 contains 326471 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2920 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 12246 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 14378 members 
Mstep: Class 22 contains 12779 members 
Mstep: Class 23 contains 21161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161848.000000 Penalty: 38156.070312
Iteration 262Q: 19 clusters Score -2.316185e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3358 members 
Mstep: Class 3 contains 18488 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6379 members 
Mstep: Class 7 contains 10543 members 
Mstep: Class 8 contains 326467 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2920 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 12239 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 14393 members 
Mstep: Class 22 contains 12779 members 
Mstep: Class 23 contains 21160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161838.000000 Penalty: 38156.070312
Iteration 263Q: 19 clusters Score -2.316184e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3358 members 
Mstep: Class 3 contains 18488 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6375 members 
Mstep: Class 7 contains 10544 members 
Mstep: Class 8 contains 326462 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2920 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 12234 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 14405 members 
Mstep: Class 22 contains 12779 members 
Mstep: Class 23 contains 21161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161832.000000 Penalty: 38156.070312
Iteration 264Q: 19 clusters Score -2.316183e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3358 members 
Mstep: Class 3 contains 18489 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6373 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 326459 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2920 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 12229 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 14412 members 
Mstep: Class 22 contains 12779 members 
Mstep: Class 23 contains 21162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161846.000000 Penalty: 38156.070312
Iteration 265Q: 19 clusters Score -2.316185e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3358 members 
Mstep: Class 3 contains 18490 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6372 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 326456 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2920 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 12225 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 14418 members 
Mstep: Class 22 contains 12778 members 
Mstep: Class 23 contains 21163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161836.000000 Penalty: 38156.070312
Iteration 266Q: 19 clusters Score -2.316184e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3358 members 
Mstep: Class 3 contains 18491 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6372 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 326457 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2920 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 12219 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 14417 members 
Mstep: Class 22 contains 12778 members 
Mstep: Class 23 contains 21168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161838.000000 Penalty: 38156.070312
Iteration 267Q: 19 clusters Score -2.316184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3358 members 
Mstep: Class 3 contains 18492 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6372 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 326455 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2919 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 12219 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 14420 members 
Mstep: Class 22 contains 12778 members 
Mstep: Class 23 contains 21167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161826.000000 Penalty: 38156.070312
Iteration 268Q: 19 clusters Score -2.316183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3358 members 
Mstep: Class 3 contains 18493 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6372 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 326453 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2919 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 12218 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 14420 members 
Mstep: Class 22 contains 12778 members 
Mstep: Class 23 contains 21169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161834.000000 Penalty: 38156.070312
Iteration 269Q: 19 clusters Score -2.316183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3358 members 
Mstep: Class 3 contains 18494 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6371 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 326453 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2919 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 12216 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 14420 members 
Mstep: Class 22 contains 12778 members 
Mstep: Class 23 contains 21171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161838.000000 Penalty: 38156.070312
Iteration 270Q: 19 clusters Score -2.316184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3358 members 
Mstep: Class 3 contains 18494 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6371 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 326455 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2919 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 12213 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 14420 members 
Mstep: Class 22 contains 12778 members 
Mstep: Class 23 contains 21172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161834.000000 Penalty: 38156.070312
Iteration 271Q: 19 clusters Score -2.316183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3358 members 
Mstep: Class 3 contains 18494 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6371 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 326459 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2919 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 12211 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 14418 members 
Mstep: Class 22 contains 12778 members 
Mstep: Class 23 contains 21172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161844.000000 Penalty: 38156.070312
Iteration 272Q: 19 clusters Score -2.316184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3357 members 
Mstep: Class 3 contains 18494 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6371 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 326461 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2919 members 
Mstep: Class 11 contains 1913 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 12210 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 14415 members 
Mstep: Class 22 contains 12778 members 
Mstep: Class 23 contains 21174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161838.000000 Penalty: 38156.070312
Iteration 273Q: 19 clusters Score -2.316184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3357 members 
Mstep: Class 3 contains 18494 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6371 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 326460 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2919 members 
Mstep: Class 11 contains 1913 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 12210 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 14414 members 
Mstep: Class 22 contains 12778 members 
Mstep: Class 23 contains 21176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161834.000000 Penalty: 38156.070312
Iteration 274Q: 19 clusters Score -2.316183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3357 members 
Mstep: Class 3 contains 18494 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6371 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 326459 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2919 members 
Mstep: Class 11 contains 1913 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 12210 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 14414 members 
Mstep: Class 22 contains 12778 members 
Mstep: Class 23 contains 21177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161842.000000 Penalty: 38156.070312
Iteration 275Q: 19 clusters Score -2.316184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3357 members 
Mstep: Class 3 contains 18494 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6371 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 326457 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2919 members 
Mstep: Class 11 contains 1913 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 12210 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 14414 members 
Mstep: Class 22 contains 12778 members 
Mstep: Class 23 contains 21179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161852.000000 Penalty: 38156.070312
Iteration 276Q: 19 clusters Score -2.316185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3356 members 
Mstep: Class 3 contains 18494 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6371 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 326456 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2919 members 
Mstep: Class 11 contains 1913 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 12210 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 14416 members 
Mstep: Class 22 contains 12778 members 
Mstep: Class 23 contains 21179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161856.000000 Penalty: 38156.070312
Iteration 277Q: 19 clusters Score -2.316186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3356 members 
Mstep: Class 3 contains 18494 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6371 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 326454 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2919 members 
Mstep: Class 11 contains 1913 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 12210 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 14418 members 
Mstep: Class 22 contains 12778 members 
Mstep: Class 23 contains 21179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161864.000000 Penalty: 38156.070312
Iteration 278Q: 19 clusters Score -2.316186e+07 nChanged 4
Entering ConstructFrom: 
Score: -23161864.000000 Penalty: 38156.070312
Entering ConstructFrom: 
Trying to split cluster 1 (13369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Entering Unmasked Estep 
Score: -677971.125000 Penalty: 1543.862793
	Iteration 0F: 2 clusters Score -677971.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -668710.687500 Penalty: 3087.725586
	Iteration 0F: 3 clusters Score -668710.7 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -671805.625000 Penalty: 3087.725586
	Iteration 1F: 3 clusters Score -671805.6 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -672075.625000 Penalty: 3087.725586
	Iteration 2F: 3 clusters Score -672075.6 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -672356.812500 Penalty: 3087.725586
	Iteration 3Q: 3 clusters Score -672356.8 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -672674.562500 Penalty: 3087.725586
	Iteration 4F: 3 clusters Score -672674.6 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -673036.250000 Penalty: 3087.725586
	Iteration 5F: 3 clusters Score -673036.2 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -673509.937500 Penalty: 3087.725586
	Iteration 6F: 3 clusters Score -673509.9 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -674118.750000 Penalty: 3087.725586
	Iteration 7F: 3 clusters Score -674118.8 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -674754.000000 Penalty: 3087.725586
	Iteration 8F: 3 clusters Score -674754 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -675333.312500 Penalty: 3087.725586
	Iteration 9F: 3 clusters Score -675333.3 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -675793.937500 Penalty: 3087.725586
	Iteration 10Q: 3 clusters Score -675793.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -676124.187500 Penalty: 3087.725586
	Iteration 11Q: 3 clusters Score -676124.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -676293.187500 Penalty: 3087.725586
	Iteration 12Q: 3 clusters Score -676293.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -676402.437500 Penalty: 3087.725586
	Iteration 13Q: 3 clusters Score -676402.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -676467.500000 Penalty: 3087.725586
	Iteration 14Q: 3 clusters Score -676467.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -676502.375000 Penalty: 3087.725586
	Iteration 15Q: 3 clusters Score -676502.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -676530.125000 Penalty: 3087.725586
	Iteration 16Q: 3 clusters Score -676530.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -676552.187500 Penalty: 3087.725586
	Iteration 17Q: 3 clusters Score -676552.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -676567.250000 Penalty: 3087.725586
	Iteration 18Q: 3 clusters Score -676567.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -676583.000000 Penalty: 3087.725586
	Iteration 19Q: 3 clusters Score -676583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -676591.000000 Penalty: 3087.725586
	Iteration 20F: 3 clusters Score -676591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -676602.187500 Penalty: 3087.725586
	Iteration 21Q: 3 clusters Score -676602.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -676606.875000 Penalty: 3087.725586
	Iteration 22Q: 3 clusters Score -676606.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -676612.000000 Penalty: 3087.725586
	Iteration 23Q: 3 clusters Score -676612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -676617.062500 Penalty: 3087.725586
	Iteration 24Q: 3 clusters Score -676617.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -676618.812500 Penalty: 3087.725586
	Iteration 25Q: 3 clusters Score -676618.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -676619.562500 Penalty: 3087.725586
	Iteration 26Q: 3 clusters Score -676619.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -676619.562500 Penalty: 3087.725586
	Iteration 27F: 3 clusters Score -676619.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Entering Unmasked Estep 
Score: -170469.937500 Penalty: 1319.257080
	Iteration 0F: 2 clusters Score -170469.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -167473.203125 Penalty: 2638.514160
	Iteration 0F: 3 clusters Score -167473.2 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -168202.343750 Penalty: 2638.514160
	Iteration 1F: 3 clusters Score -168202.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -168355.656250 Penalty: 2638.514160
	Iteration 2F: 3 clusters Score -168355.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -168462.546875 Penalty: 2638.514160
	Iteration 3F: 3 clusters Score -168462.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -168538.968750 Penalty: 2638.514160
	Iteration 4Q: 3 clusters Score -168539 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -168586.250000 Penalty: 2638.514160
	Iteration 5Q: 3 clusters Score -168586.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -168628.171875 Penalty: 2638.514160
	Iteration 6Q: 3 clusters Score -168628.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -168677.765625 Penalty: 2638.514160
	Iteration 7Q: 3 clusters Score -168677.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -168719.859375 Penalty: 2638.514160
	Iteration 8Q: 3 clusters Score -168719.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -168772.421875 Penalty: 2638.514160
	Iteration 9Q: 3 clusters Score -168772.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -168830.656250 Penalty: 2638.514160
	Iteration 10Q: 3 clusters Score -168830.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -168892.921875 Penalty: 2638.514160
	Iteration 11Q: 3 clusters Score -168892.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -168968.250000 Penalty: 2638.514160
	Iteration 12Q: 3 clusters Score -168968.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -169054.812500 Penalty: 2638.514160
	Iteration 13Q: 3 clusters Score -169054.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -169120.906250 Penalty: 2638.514160
	Iteration 14Q: 3 clusters Score -169120.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -169183.921875 Penalty: 2638.514160
	Iteration 15Q: 3 clusters Score -169183.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -169237.265625 Penalty: 2638.514160
	Iteration 16Q: 3 clusters Score -169237.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -169271.765625 Penalty: 2638.514160
	Iteration 17Q: 3 clusters Score -169271.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -169293.187500 Penalty: 2638.514160
	Iteration 18Q: 3 clusters Score -169293.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -169306.531250 Penalty: 2638.514160
	Iteration 19Q: 3 clusters Score -169306.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -169319.828125 Penalty: 2638.514160
	Iteration 20F: 3 clusters Score -169319.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -169333.109375 Penalty: 2638.514160
	Iteration 21Q: 3 clusters Score -169333.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -169341.781250 Penalty: 2638.514160
	Iteration 22Q: 3 clusters Score -169341.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -169352.609375 Penalty: 2638.514160
	Iteration 23Q: 3 clusters Score -169352.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -169360.203125 Penalty: 2638.514160
	Iteration 24Q: 3 clusters Score -169360.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -169367.546875 Penalty: 2638.514160
	Iteration 25Q: 3 clusters Score -169367.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -169374.796875 Penalty: 2638.514160
	Iteration 26Q: 3 clusters Score -169374.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -169377.453125 Penalty: 2638.514160
	Iteration 27Q: 3 clusters Score -169377.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -169378.937500 Penalty: 2638.514160
	Iteration 28Q: 3 clusters Score -169378.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -169379.656250 Penalty: 2638.514160
	Iteration 29Q: 3 clusters Score -169379.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -169380.640625 Penalty: 2638.514160
	Iteration 30Q: 3 clusters Score -169380.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -169381.937500 Penalty: 2638.514160
	Iteration 31Q: 3 clusters Score -169381.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -169383.765625 Penalty: 2638.514160
	Iteration 32Q: 3 clusters Score -169383.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -169386.875000 Penalty: 2638.514160
	Iteration 33Q: 3 clusters Score -169386.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -169388.593750 Penalty: 2638.514160
	Iteration 34Q: 3 clusters Score -169388.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -169390.468750 Penalty: 2638.514160
	Iteration 35Q: 3 clusters Score -169390.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -169392.093750 Penalty: 2638.514160
	Iteration 36Q: 3 clusters Score -169392.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -169392.093750 Penalty: 2638.514160
	Iteration 37F: 3 clusters Score -169392.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Entering Unmasked Estep 
Score: -990470.875000 Penalty: 1596.595337
	Iteration 0F: 2 clusters Score -990470.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -977843.812500 Penalty: 3193.190674
	Iteration 0F: 3 clusters Score -977843.8 nChanged 8345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -982606.375000 Penalty: 3193.190674
	Iteration 1F: 3 clusters Score -982606.4 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -983114.000000 Penalty: 3193.190674
	Iteration 2F: 3 clusters Score -983114 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -983591.125000 Penalty: 3193.190674
	Iteration 3F: 3 clusters Score -983591.1 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -984051.187500 Penalty: 3193.190674
	Iteration 4F: 3 clusters Score -984051.2 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -984558.187500 Penalty: 3193.190674
	Iteration 5Q: 3 clusters Score -984558.2 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -985099.250000 Penalty: 3193.190674
	Iteration 6Q: 3 clusters Score -985099.2 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -985655.875000 Penalty: 3193.190674
	Iteration 7Q: 3 clusters Score -985655.9 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -986180.750000 Penalty: 3193.190674
	Iteration 8Q: 3 clusters Score -986180.8 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -986683.937500 Penalty: 3193.190674
	Iteration 9Q: 3 clusters Score -986683.9 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -987059.687500 Penalty: 3193.190674
	Iteration 10Q: 3 clusters Score -987059.7 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -987279.500000 Penalty: 3193.190674
	Iteration 11Q: 3 clusters Score -987279.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -987422.625000 Penalty: 3193.190674
	Iteration 12Q: 3 clusters Score -987422.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -987527.250000 Penalty: 3193.190674
	Iteration 13Q: 3 clusters Score -987527.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -987609.625000 Penalty: 3193.190674
	Iteration 14Q: 3 clusters Score -987609.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -987687.562500 Penalty: 3193.190674
	Iteration 15Q: 3 clusters Score -987687.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -987780.250000 Penalty: 3193.190674
	Iteration 16Q: 3 clusters Score -987780.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -987873.062500 Penalty: 3193.190674
	Iteration 17Q: 3 clusters Score -987873.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -987952.375000 Penalty: 3193.190674
	Iteration 18Q: 3 clusters Score -987952.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -988029.000000 Penalty: 3193.190674
	Iteration 19Q: 3 clusters Score -988029 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -988093.937500 Penalty: 3193.190674
	Iteration 20F: 3 clusters Score -988093.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -988139.625000 Penalty: 3193.190674
	Iteration 21Q: 3 clusters Score -988139.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -988179.312500 Penalty: 3193.190674
	Iteration 22Q: 3 clusters Score -988179.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -988221.312500 Penalty: 3193.190674
	Iteration 23Q: 3 clusters Score -988221.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -988257.062500 Penalty: 3193.190674
	Iteration 24Q: 3 clusters Score -988257.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -988301.562500 Penalty: 3193.190674
	Iteration 25Q: 3 clusters Score -988301.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -988349.312500 Penalty: 3193.190674
	Iteration 26Q: 3 clusters Score -988349.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -988389.000000 Penalty: 3193.190674
	Iteration 27Q: 3 clusters Score -988389 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -988425.500000 Penalty: 3193.190674
	Iteration 28Q: 3 clusters Score -988425.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -988469.625000 Penalty: 3193.190674
	Iteration 29Q: 3 clusters Score -988469.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -988512.937500 Penalty: 3193.190674
	Iteration 30Q: 3 clusters Score -988512.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -988561.187500 Penalty: 3193.190674
	Iteration 31Q: 3 clusters Score -988561.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -988593.437500 Penalty: 3193.190674
	Iteration 32Q: 3 clusters Score -988593.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -988630.375000 Penalty: 3193.190674
	Iteration 33Q: 3 clusters Score -988630.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -988664.187500 Penalty: 3193.190674
	Iteration 34Q: 3 clusters Score -988664.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -988694.750000 Penalty: 3193.190674
	Iteration 35Q: 3 clusters Score -988694.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -988735.062500 Penalty: 3193.190674
	Iteration 36Q: 3 clusters Score -988735.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -988773.250000 Penalty: 3193.190674
	Iteration 37Q: 3 clusters Score -988773.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -988810.437500 Penalty: 3193.190674
	Iteration 38Q: 3 clusters Score -988810.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -988851.000000 Penalty: 3193.190674
	Iteration 39Q: 3 clusters Score -988851 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -988887.125000 Penalty: 3193.190674
	Iteration 40F: 3 clusters Score -988887.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -988926.000000 Penalty: 3193.190674
	Iteration 41Q: 3 clusters Score -988926 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -988956.375000 Penalty: 3193.190674
	Iteration 42Q: 3 clusters Score -988956.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -988986.187500 Penalty: 3193.190674
	Iteration 43Q: 3 clusters Score -988986.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -989007.375000 Penalty: 3193.190674
	Iteration 44Q: 3 clusters Score -989007.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -989028.437500 Penalty: 3193.190674
	Iteration 45Q: 3 clusters Score -989028.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -989046.187500 Penalty: 3193.190674
	Iteration 46Q: 3 clusters Score -989046.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -989057.937500 Penalty: 3193.190674
	Iteration 47Q: 3 clusters Score -989057.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -989068.062500 Penalty: 3193.190674
	Iteration 48Q: 3 clusters Score -989068.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -989076.437500 Penalty: 3193.190674
	Iteration 49Q: 3 clusters Score -989076.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -989079.812500 Penalty: 3193.190674
	Iteration 50Q: 3 clusters Score -989079.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -989083.562500 Penalty: 3193.190674
	Iteration 51Q: 3 clusters Score -989083.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -989089.375000 Penalty: 3193.190674
	Iteration 52Q: 3 clusters Score -989089.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -989090.437500 Penalty: 3193.190674
	Iteration 53Q: 3 clusters Score -989090.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -989094.000000 Penalty: 3193.190674
	Iteration 54Q: 3 clusters Score -989094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -989094.687500 Penalty: 3193.190674
	Iteration 55Q: 3 clusters Score -989094.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -989095.312500 Penalty: 3193.190674
	Iteration 56Q: 3 clusters Score -989095.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -989095.875000 Penalty: 3193.190674
	Iteration 57Q: 3 clusters Score -989095.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -989097.437500 Penalty: 3193.190674
	Iteration 58Q: 3 clusters Score -989097.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -989098.000000 Penalty: 3193.190674
	Iteration 59Q: 3 clusters Score -989098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -989097.375000 Penalty: 3193.190674
	Iteration 60F: 3 clusters Score -989097.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -989098.562500 Penalty: 3193.190674
	Iteration 61Q: 3 clusters Score -989098.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -989099.625000 Penalty: 3193.190674
	Iteration 62Q: 3 clusters Score -989099.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -989098.500000 Penalty: 3193.190674
	Iteration 63Q: 3 clusters Score -989098.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -989099.187500 Penalty: 3193.190674
	Iteration 64Q: 3 clusters Score -989099.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -989101.937500 Penalty: 3193.190674
	Iteration 65Q: 3 clusters Score -989101.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -989103.937500 Penalty: 3193.190674
	Iteration 66Q: 3 clusters Score -989103.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -989104.687500 Penalty: 3193.190674
	Iteration 67Q: 3 clusters Score -989104.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -989107.625000 Penalty: 3193.190674
	Iteration 68Q: 3 clusters Score -989107.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -989107.937500 Penalty: 3193.190674
	Iteration 69Q: 3 clusters Score -989107.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -989107.500000 Penalty: 3193.190674
	Iteration 70Q: 3 clusters Score -989107.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -989110.875000 Penalty: 3193.190674
	Iteration 71Q: 3 clusters Score -989110.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -989110.562500 Penalty: 3193.190674
	Iteration 72Q: 3 clusters Score -989110.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -989113.000000 Penalty: 3193.190674
	Iteration 73Q: 3 clusters Score -989113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -989113.000000 Penalty: 3193.190674
	Iteration 74F: 3 clusters Score -989113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Entering Unmasked Estep 
Score: -103957.085938 Penalty: 1250.264771
	Iteration 0F: 2 clusters Score -103957.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -101791.375000 Penalty: 2500.529541
	Iteration 0F: 3 clusters Score -101791.4 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -102292.531250 Penalty: 2500.529541
	Iteration 1F: 3 clusters Score -102292.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -102403.828125 Penalty: 2500.529541
	Iteration 2F: 3 clusters Score -102403.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -102465.164062 Penalty: 2500.529541
	Iteration 3Q: 3 clusters Score -102465.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -102514.187500 Penalty: 2500.529541
	Iteration 4Q: 3 clusters Score -102514.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -102546.578125 Penalty: 2500.529541
	Iteration 5Q: 3 clusters Score -102546.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -102579.734375 Penalty: 2500.529541
	Iteration 6Q: 3 clusters Score -102579.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -102610.726562 Penalty: 2500.529541
	Iteration 7Q: 3 clusters Score -102610.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -102632.609375 Penalty: 2500.529541
	Iteration 8Q: 3 clusters Score -102632.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -102651.703125 Penalty: 2500.529541
	Iteration 9Q: 3 clusters Score -102651.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -102677.898438 Penalty: 2500.529541
	Iteration 10Q: 3 clusters Score -102677.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -102705.375000 Penalty: 2500.529541
	Iteration 11Q: 3 clusters Score -102705.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -102734.343750 Penalty: 2500.529541
	Iteration 12Q: 3 clusters Score -102734.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -102761.640625 Penalty: 2500.529541
	Iteration 13Q: 3 clusters Score -102761.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -102791.890625 Penalty: 2500.529541
	Iteration 14Q: 3 clusters Score -102791.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -102814.046875 Penalty: 2500.529541
	Iteration 15Q: 3 clusters Score -102814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -102836.132812 Penalty: 2500.529541
	Iteration 16Q: 3 clusters Score -102836.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -102857.515625 Penalty: 2500.529541
	Iteration 17Q: 3 clusters Score -102857.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -102875.351562 Penalty: 2500.529541
	Iteration 18Q: 3 clusters Score -102875.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -102898.820312 Penalty: 2500.529541
	Iteration 19Q: 3 clusters Score -102898.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -102922.210938 Penalty: 2500.529541
	Iteration 20F: 3 clusters Score -102922.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -102935.328125 Penalty: 2500.529541
	Iteration 21Q: 3 clusters Score -102935.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -102958.132812 Penalty: 2500.529541
	Iteration 22Q: 3 clusters Score -102958.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -102979.328125 Penalty: 2500.529541
	Iteration 23Q: 3 clusters Score -102979.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -103000.812500 Penalty: 2500.529541
	Iteration 24Q: 3 clusters Score -103000.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -103012.085938 Penalty: 2500.529541
	Iteration 25Q: 3 clusters Score -103012.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -103016.914062 Penalty: 2500.529541
	Iteration 26Q: 3 clusters Score -103016.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -103018.578125 Penalty: 2500.529541
	Iteration 27Q: 3 clusters Score -103018.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -103019.429688 Penalty: 2500.529541
	Iteration 28Q: 3 clusters Score -103019.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -103020.507812 Penalty: 2500.529541
	Iteration 29Q: 3 clusters Score -103020.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -103020.507812 Penalty: 2500.529541
	Iteration 30F: 3 clusters Score -103020.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Entering Unmasked Estep 
Score: -190301.093750 Penalty: 1320.895020
	Iteration 0F: 2 clusters Score -190301.1 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 1696 members 
Entering Unmasked Estep 
Score: -187334.218750 Penalty: 2641.790039
	Iteration 0F: 3 clusters Score -187334.2 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -188053.968750 Penalty: 2641.790039
	Iteration 1F: 3 clusters Score -188054 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -188180.015625 Penalty: 2641.790039
	Iteration 2F: 3 clusters Score -188180 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -188254.296875 Penalty: 2641.790039
	Iteration 3Q: 3 clusters Score -188254.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -188299.046875 Penalty: 2641.790039
	Iteration 4Q: 3 clusters Score -188299 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -188326.515625 Penalty: 2641.790039
	Iteration 5Q: 3 clusters Score -188326.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -188343.750000 Penalty: 2641.790039
	Iteration 6Q: 3 clusters Score -188343.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -188362.046875 Penalty: 2641.790039
	Iteration 7Q: 3 clusters Score -188362 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -188380.734375 Penalty: 2641.790039
	Iteration 8Q: 3 clusters Score -188380.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -188392.078125 Penalty: 2641.790039
	Iteration 9Q: 3 clusters Score -188392.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -188399.015625 Penalty: 2641.790039
	Iteration 10Q: 3 clusters Score -188399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -188404.593750 Penalty: 2641.790039
	Iteration 11Q: 3 clusters Score -188404.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -188411.265625 Penalty: 2641.790039
	Iteration 12Q: 3 clusters Score -188411.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -188417.625000 Penalty: 2641.790039
	Iteration 13Q: 3 clusters Score -188417.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -188426.687500 Penalty: 2641.790039
	Iteration 14Q: 3 clusters Score -188426.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -188430.921875 Penalty: 2641.790039
	Iteration 15Q: 3 clusters Score -188430.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -188435.031250 Penalty: 2641.790039
	Iteration 16Q: 3 clusters Score -188435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -188440.609375 Penalty: 2641.790039
	Iteration 17Q: 3 clusters Score -188440.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -188449.328125 Penalty: 2641.790039
	Iteration 18Q: 3 clusters Score -188449.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -188457.625000 Penalty: 2641.790039
	Iteration 19Q: 3 clusters Score -188457.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -188462.609375 Penalty: 2641.790039
	Iteration 20F: 3 clusters Score -188462.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -188467.515625 Penalty: 2641.790039
	Iteration 21Q: 3 clusters Score -188467.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -188473.234375 Penalty: 2641.790039
	Iteration 22Q: 3 clusters Score -188473.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -188477.765625 Penalty: 2641.790039
	Iteration 23Q: 3 clusters Score -188477.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -188480.671875 Penalty: 2641.790039
	Iteration 24Q: 3 clusters Score -188480.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -188483.312500 Penalty: 2641.790039
	Iteration 25Q: 3 clusters Score -188483.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -188485.921875 Penalty: 2641.790039
	Iteration 26Q: 3 clusters Score -188485.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -188490.203125 Penalty: 2641.790039
	Iteration 27Q: 3 clusters Score -188490.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -188494.750000 Penalty: 2641.790039
	Iteration 28Q: 3 clusters Score -188494.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -188500.406250 Penalty: 2641.790039
	Iteration 29Q: 3 clusters Score -188500.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -188506.203125 Penalty: 2641.790039
	Iteration 30Q: 3 clusters Score -188506.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -188511.296875 Penalty: 2641.790039
	Iteration 31Q: 3 clusters Score -188511.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -188517.328125 Penalty: 2641.790039
	Iteration 32Q: 3 clusters Score -188517.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -188520.843750 Penalty: 2641.790039
	Iteration 33Q: 3 clusters Score -188520.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -188524.687500 Penalty: 2641.790039
	Iteration 34Q: 3 clusters Score -188524.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -188529.671875 Penalty: 2641.790039
	Iteration 35Q: 3 clusters Score -188529.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -188533.828125 Penalty: 2641.790039
	Iteration 36Q: 3 clusters Score -188533.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -188539.500000 Penalty: 2641.790039
	Iteration 37Q: 3 clusters Score -188539.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -188545.171875 Penalty: 2641.790039
	Iteration 38Q: 3 clusters Score -188545.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -188551.734375 Penalty: 2641.790039
	Iteration 39Q: 3 clusters Score -188551.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -188556.109375 Penalty: 2641.790039
	Iteration 40F: 3 clusters Score -188556.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -188559.234375 Penalty: 2641.790039
	Iteration 41Q: 3 clusters Score -188559.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -188563.171875 Penalty: 2641.790039
	Iteration 42Q: 3 clusters Score -188563.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -188566.250000 Penalty: 2641.790039
	Iteration 43Q: 3 clusters Score -188566.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -188571.703125 Penalty: 2641.790039
	Iteration 44Q: 3 clusters Score -188571.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -188577.328125 Penalty: 2641.790039
	Iteration 45Q: 3 clusters Score -188577.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -188582.562500 Penalty: 2641.790039
	Iteration 46Q: 3 clusters Score -188582.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -188588.000000 Penalty: 2641.790039
	Iteration 47Q: 3 clusters Score -188588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -188595.156250 Penalty: 2641.790039
	Iteration 48Q: 3 clusters Score -188595.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -188600.718750 Penalty: 2641.790039
	Iteration 49Q: 3 clusters Score -188600.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -188606.453125 Penalty: 2641.790039
	Iteration 50Q: 3 clusters Score -188606.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -188615.843750 Penalty: 2641.790039
	Iteration 51Q: 3 clusters Score -188615.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -188626.453125 Penalty: 2641.790039
	Iteration 52Q: 3 clusters Score -188626.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -188635.500000 Penalty: 2641.790039
	Iteration 53Q: 3 clusters Score -188635.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -188646.062500 Penalty: 2641.790039
	Iteration 54Q: 3 clusters Score -188646.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -188656.750000 Penalty: 2641.790039
	Iteration 55Q: 3 clusters Score -188656.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -188669.171875 Penalty: 2641.790039
	Iteration 56Q: 3 clusters Score -188669.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -188683.171875 Penalty: 2641.790039
	Iteration 57Q: 3 clusters Score -188683.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -188693.234375 Penalty: 2641.790039
	Iteration 58Q: 3 clusters Score -188693.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -188703.953125 Penalty: 2641.790039
	Iteration 59Q: 3 clusters Score -188704 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -188717.000000 Penalty: 2641.790039
	Iteration 60F: 3 clusters Score -188717 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -188734.937500 Penalty: 2641.790039
	Iteration 61Q: 3 clusters Score -188734.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -188757.875000 Penalty: 2641.790039
	Iteration 62Q: 3 clusters Score -188757.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -188790.281250 Penalty: 2641.790039
	Iteration 63Q: 3 clusters Score -188790.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -188823.203125 Penalty: 2641.790039
	Iteration 64Q: 3 clusters Score -188823.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -188856.906250 Penalty: 2641.790039
	Iteration 65Q: 3 clusters Score -188856.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -188878.171875 Penalty: 2641.790039
	Iteration 66Q: 3 clusters Score -188878.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -188902.125000 Penalty: 2641.790039
	Iteration 67Q: 3 clusters Score -188902.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -188928.125000 Penalty: 2641.790039
	Iteration 68Q: 3 clusters Score -188928.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -188953.203125 Penalty: 2641.790039
	Iteration 69Q: 3 clusters Score -188953.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -188976.984375 Penalty: 2641.790039
	Iteration 70Q: 3 clusters Score -188977 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -188993.781250 Penalty: 2641.790039
	Iteration 71Q: 3 clusters Score -188993.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -189006.859375 Penalty: 2641.790039
	Iteration 72Q: 3 clusters Score -189006.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -189020.937500 Penalty: 2641.790039
	Iteration 73Q: 3 clusters Score -189020.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -189031.468750 Penalty: 2641.790039
	Iteration 74Q: 3 clusters Score -189031.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -189038.093750 Penalty: 2641.790039
	Iteration 75Q: 3 clusters Score -189038.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -189045.687500 Penalty: 2641.790039
	Iteration 76Q: 3 clusters Score -189045.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -189048.531250 Penalty: 2641.790039
	Iteration 77Q: 3 clusters Score -189048.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -189054.375000 Penalty: 2641.790039
	Iteration 78Q: 3 clusters Score -189054.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -189063.437500 Penalty: 2641.790039
	Iteration 79Q: 3 clusters Score -189063.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -189067.234375 Penalty: 2641.790039
	Iteration 80F: 3 clusters Score -189067.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -189073.187500 Penalty: 2641.790039
	Iteration 81Q: 3 clusters Score -189073.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -189085.468750 Penalty: 2641.790039
	Iteration 82Q: 3 clusters Score -189085.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -189093.062500 Penalty: 2641.790039
	Iteration 83Q: 3 clusters Score -189093.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -189097.578125 Penalty: 2641.790039
	Iteration 84Q: 3 clusters Score -189097.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -189099.843750 Penalty: 2641.790039
	Iteration 85Q: 3 clusters Score -189099.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -189103.140625 Penalty: 2641.790039
	Iteration 86Q: 3 clusters Score -189103.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -189107.515625 Penalty: 2641.790039
	Iteration 87Q: 3 clusters Score -189107.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -189112.109375 Penalty: 2641.790039
	Iteration 88Q: 3 clusters Score -189112.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -189118.187500 Penalty: 2641.790039
	Iteration 89Q: 3 clusters Score -189118.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -189120.265625 Penalty: 2641.790039
	Iteration 90Q: 3 clusters Score -189120.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -189124.750000 Penalty: 2641.790039
	Iteration 91Q: 3 clusters Score -189124.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -189130.921875 Penalty: 2641.790039
	Iteration 92Q: 3 clusters Score -189130.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -189132.968750 Penalty: 2641.790039
	Iteration 93Q: 3 clusters Score -189133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -189132.968750 Penalty: 2641.790039
	Iteration 94F: 3 clusters Score -189133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Entering Unmasked Estep 
Score: -328024.781250 Penalty: 1423.395142
	Iteration 0F: 2 clusters Score -328024.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -323152.500000 Penalty: 2846.790283
	Iteration 0F: 3 clusters Score -323152.5 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -324576.843750 Penalty: 2846.790283
	Iteration 1F: 3 clusters Score -324576.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -324782.875000 Penalty: 2846.790283
	Iteration 2F: 3 clusters Score -324782.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -324907.031250 Penalty: 2846.790283
	Iteration 3Q: 3 clusters Score -324907 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -324995.593750 Penalty: 2846.790283
	Iteration 4Q: 3 clusters Score -324995.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -325073.656250 Penalty: 2846.790283
	Iteration 5Q: 3 clusters Score -325073.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -325147.062500 Penalty: 2846.790283
	Iteration 6Q: 3 clusters Score -325147.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -325212.875000 Penalty: 2846.790283
	Iteration 7Q: 3 clusters Score -325212.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -325274.250000 Penalty: 2846.790283
	Iteration 8Q: 3 clusters Score -325274.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -325333.187500 Penalty: 2846.790283
	Iteration 9Q: 3 clusters Score -325333.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -325414.281250 Penalty: 2846.790283
	Iteration 10Q: 3 clusters Score -325414.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -325474.812500 Penalty: 2846.790283
	Iteration 11Q: 3 clusters Score -325474.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -325525.812500 Penalty: 2846.790283
	Iteration 12Q: 3 clusters Score -325525.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -325566.468750 Penalty: 2846.790283
	Iteration 13Q: 3 clusters Score -325566.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -325607.843750 Penalty: 2846.790283
	Iteration 14Q: 3 clusters Score -325607.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -325655.156250 Penalty: 2846.790283
	Iteration 15Q: 3 clusters Score -325655.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -325696.750000 Penalty: 2846.790283
	Iteration 16Q: 3 clusters Score -325696.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -325735.437500 Penalty: 2846.790283
	Iteration 17Q: 3 clusters Score -325735.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -325774.000000 Penalty: 2846.790283
	Iteration 18Q: 3 clusters Score -325774 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -325812.218750 Penalty: 2846.790283
	Iteration 19Q: 3 clusters Score -325812.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -325846.750000 Penalty: 2846.790283
	Iteration 20F: 3 clusters Score -325846.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -325887.031250 Penalty: 2846.790283
	Iteration 21Q: 3 clusters Score -325887 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -325935.531250 Penalty: 2846.790283
	Iteration 22Q: 3 clusters Score -325935.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -325982.812500 Penalty: 2846.790283
	Iteration 23Q: 3 clusters Score -325982.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -326021.156250 Penalty: 2846.790283
	Iteration 24Q: 3 clusters Score -326021.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -326060.187500 Penalty: 2846.790283
	Iteration 25Q: 3 clusters Score -326060.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -326109.531250 Penalty: 2846.790283
	Iteration 26Q: 3 clusters Score -326109.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -326178.781250 Penalty: 2846.790283
	Iteration 27Q: 3 clusters Score -326178.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -326259.468750 Penalty: 2846.790283
	Iteration 28Q: 3 clusters Score -326259.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -326335.312500 Penalty: 2846.790283
	Iteration 29Q: 3 clusters Score -326335.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -326411.531250 Penalty: 2846.790283
	Iteration 30Q: 3 clusters Score -326411.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -326484.406250 Penalty: 2846.790283
	Iteration 31Q: 3 clusters Score -326484.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -326564.062500 Penalty: 2846.790283
	Iteration 32Q: 3 clusters Score -326564.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -326628.375000 Penalty: 2846.790283
	Iteration 33Q: 3 clusters Score -326628.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -326688.031250 Penalty: 2846.790283
	Iteration 34Q: 3 clusters Score -326688 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -326736.218750 Penalty: 2846.790283
	Iteration 35Q: 3 clusters Score -326736.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -326778.687500 Penalty: 2846.790283
	Iteration 36Q: 3 clusters Score -326778.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -326817.125000 Penalty: 2846.790283
	Iteration 37Q: 3 clusters Score -326817.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -326849.062500 Penalty: 2846.790283
	Iteration 38Q: 3 clusters Score -326849.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -326879.718750 Penalty: 2846.790283
	Iteration 39Q: 3 clusters Score -326879.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -326900.156250 Penalty: 2846.790283
	Iteration 40F: 3 clusters Score -326900.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -326918.187500 Penalty: 2846.790283
	Iteration 41Q: 3 clusters Score -326918.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -326933.187500 Penalty: 2846.790283
	Iteration 42Q: 3 clusters Score -326933.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -326940.062500 Penalty: 2846.790283
	Iteration 43Q: 3 clusters Score -326940.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -326952.125000 Penalty: 2846.790283
	Iteration 44Q: 3 clusters Score -326952.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -326963.093750 Penalty: 2846.790283
	Iteration 45Q: 3 clusters Score -326963.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -326972.375000 Penalty: 2846.790283
	Iteration 46Q: 3 clusters Score -326972.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -326985.562500 Penalty: 2846.790283
	Iteration 47Q: 3 clusters Score -326985.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -326993.218750 Penalty: 2846.790283
	Iteration 48Q: 3 clusters Score -326993.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -326996.843750 Penalty: 2846.790283
	Iteration 49Q: 3 clusters Score -326996.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -326998.437500 Penalty: 2846.790283
	Iteration 50Q: 3 clusters Score -326998.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -327001.906250 Penalty: 2846.790283
	Iteration 51Q: 3 clusters Score -327001.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -327005.125000 Penalty: 2846.790283
	Iteration 52Q: 3 clusters Score -327005.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -327008.500000 Penalty: 2846.790283
	Iteration 53Q: 3 clusters Score -327008.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -327011.625000 Penalty: 2846.790283
	Iteration 54Q: 3 clusters Score -327011.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -327013.500000 Penalty: 2846.790283
	Iteration 55Q: 3 clusters Score -327013.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -327013.500000 Penalty: 2846.790283
	Iteration 56F: 3 clusters Score -327013.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Entering Unmasked Estep 
Score: -570896.500000 Penalty: 1505.303589
	Iteration 0F: 2 clusters Score -570896.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -563346.687500 Penalty: 3010.607178
	Iteration 0F: 3 clusters Score -563346.7 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -565833.625000 Penalty: 3010.607178
	Iteration 1F: 3 clusters Score -565833.6 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -566076.125000 Penalty: 3010.607178
	Iteration 2F: 3 clusters Score -566076.1 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -566235.187500 Penalty: 3010.607178
	Iteration 3Q: 3 clusters Score -566235.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -566354.125000 Penalty: 3010.607178
	Iteration 4Q: 3 clusters Score -566354.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -566453.625000 Penalty: 3010.607178
	Iteration 5Q: 3 clusters Score -566453.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -566539.500000 Penalty: 3010.607178
	Iteration 6Q: 3 clusters Score -566539.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -566605.437500 Penalty: 3010.607178
	Iteration 7Q: 3 clusters Score -566605.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -566666.687500 Penalty: 3010.607178
	Iteration 8Q: 3 clusters Score -566666.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -566727.125000 Penalty: 3010.607178
	Iteration 9Q: 3 clusters Score -566727.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -566790.812500 Penalty: 3010.607178
	Iteration 10Q: 3 clusters Score -566790.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -566859.875000 Penalty: 3010.607178
	Iteration 11Q: 3 clusters Score -566859.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -566930.312500 Penalty: 3010.607178
	Iteration 12Q: 3 clusters Score -566930.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -567003.875000 Penalty: 3010.607178
	Iteration 13Q: 3 clusters Score -567003.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -567089.000000 Penalty: 3010.607178
	Iteration 14Q: 3 clusters Score -567089 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -567209.062500 Penalty: 3010.607178
	Iteration 15Q: 3 clusters Score -567209.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -567346.875000 Penalty: 3010.607178
	Iteration 16Q: 3 clusters Score -567346.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -567496.312500 Penalty: 3010.607178
	Iteration 17Q: 3 clusters Score -567496.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -567664.375000 Penalty: 3010.607178
	Iteration 18Q: 3 clusters Score -567664.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -567852.375000 Penalty: 3010.607178
	Iteration 19Q: 3 clusters Score -567852.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -568058.687500 Penalty: 3010.607178
	Iteration 20F: 3 clusters Score -568058.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -568260.625000 Penalty: 3010.607178
	Iteration 21Q: 3 clusters Score -568260.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -568418.000000 Penalty: 3010.607178
	Iteration 22Q: 3 clusters Score -568418 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -568530.937500 Penalty: 3010.607178
	Iteration 23Q: 3 clusters Score -568530.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -568614.375000 Penalty: 3010.607178
	Iteration 24Q: 3 clusters Score -568614.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -568672.125000 Penalty: 3010.607178
	Iteration 25Q: 3 clusters Score -568672.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -568719.625000 Penalty: 3010.607178
	Iteration 26Q: 3 clusters Score -568719.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -568759.437500 Penalty: 3010.607178
	Iteration 27Q: 3 clusters Score -568759.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -568795.500000 Penalty: 3010.607178
	Iteration 28Q: 3 clusters Score -568795.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -568832.062500 Penalty: 3010.607178
	Iteration 29Q: 3 clusters Score -568832.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -568866.500000 Penalty: 3010.607178
	Iteration 30Q: 3 clusters Score -568866.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -568900.250000 Penalty: 3010.607178
	Iteration 31Q: 3 clusters Score -568900.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -568935.812500 Penalty: 3010.607178
	Iteration 32Q: 3 clusters Score -568935.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -568965.375000 Penalty: 3010.607178
	Iteration 33Q: 3 clusters Score -568965.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -568991.187500 Penalty: 3010.607178
	Iteration 34Q: 3 clusters Score -568991.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -569017.875000 Penalty: 3010.607178
	Iteration 35Q: 3 clusters Score -569017.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -569042.187500 Penalty: 3010.607178
	Iteration 36Q: 3 clusters Score -569042.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -569063.875000 Penalty: 3010.607178
	Iteration 37Q: 3 clusters Score -569063.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -569085.875000 Penalty: 3010.607178
	Iteration 38Q: 3 clusters Score -569085.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -569115.000000 Penalty: 3010.607178
	Iteration 39Q: 3 clusters Score -569115 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -569144.937500 Penalty: 3010.607178
	Iteration 40F: 3 clusters Score -569144.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -569168.312500 Penalty: 3010.607178
	Iteration 41Q: 3 clusters Score -569168.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -569188.812500 Penalty: 3010.607178
	Iteration 42Q: 3 clusters Score -569188.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -569212.625000 Penalty: 3010.607178
	Iteration 43Q: 3 clusters Score -569212.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -569241.875000 Penalty: 3010.607178
	Iteration 44Q: 3 clusters Score -569241.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -569269.937500 Penalty: 3010.607178
	Iteration 45Q: 3 clusters Score -569269.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -569303.000000 Penalty: 3010.607178
	Iteration 46Q: 3 clusters Score -569303 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -569326.250000 Penalty: 3010.607178
	Iteration 47Q: 3 clusters Score -569326.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -569352.250000 Penalty: 3010.607178
	Iteration 48Q: 3 clusters Score -569352.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -569375.562500 Penalty: 3010.607178
	Iteration 49Q: 3 clusters Score -569375.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -569395.875000 Penalty: 3010.607178
	Iteration 50Q: 3 clusters Score -569395.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -569417.812500 Penalty: 3010.607178
	Iteration 51Q: 3 clusters Score -569417.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -569432.812500 Penalty: 3010.607178
	Iteration 52Q: 3 clusters Score -569432.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -569450.812500 Penalty: 3010.607178
	Iteration 53Q: 3 clusters Score -569450.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -569464.312500 Penalty: 3010.607178
	Iteration 54Q: 3 clusters Score -569464.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -569482.125000 Penalty: 3010.607178
	Iteration 55Q: 3 clusters Score -569482.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -569495.625000 Penalty: 3010.607178
	Iteration 56Q: 3 clusters Score -569495.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -569509.187500 Penalty: 3010.607178
	Iteration 57Q: 3 clusters Score -569509.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -569526.937500 Penalty: 3010.607178
	Iteration 58Q: 3 clusters Score -569526.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -569547.500000 Penalty: 3010.607178
	Iteration 59Q: 3 clusters Score -569547.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -569558.625000 Penalty: 3010.607178
	Iteration 60F: 3 clusters Score -569558.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -569565.875000 Penalty: 3010.607178
	Iteration 61Q: 3 clusters Score -569565.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -569572.250000 Penalty: 3010.607178
	Iteration 62Q: 3 clusters Score -569572.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -569577.812500 Penalty: 3010.607178
	Iteration 63Q: 3 clusters Score -569577.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -569582.250000 Penalty: 3010.607178
	Iteration 64Q: 3 clusters Score -569582.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -569583.500000 Penalty: 3010.607178
	Iteration 65Q: 3 clusters Score -569583.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -569586.250000 Penalty: 3010.607178
	Iteration 66Q: 3 clusters Score -569586.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -569587.937500 Penalty: 3010.607178
	Iteration 67Q: 3 clusters Score -569587.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -569592.562500 Penalty: 3010.607178
	Iteration 68Q: 3 clusters Score -569592.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -569595.812500 Penalty: 3010.607178
	Iteration 69Q: 3 clusters Score -569595.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -569601.937500 Penalty: 3010.607178
	Iteration 70Q: 3 clusters Score -569601.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -569605.750000 Penalty: 3010.607178
	Iteration 71Q: 3 clusters Score -569605.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -569610.812500 Penalty: 3010.607178
	Iteration 72Q: 3 clusters Score -569610.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -569619.625000 Penalty: 3010.607178
	Iteration 73Q: 3 clusters Score -569619.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -569624.187500 Penalty: 3010.607178
	Iteration 74Q: 3 clusters Score -569624.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -569624.500000 Penalty: 3010.607178
	Iteration 75Q: 3 clusters Score -569624.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -569624.687500 Penalty: 3010.607178
	Iteration 76Q: 3 clusters Score -569624.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -569624.937500 Penalty: 3010.607178
	Iteration 77Q: 3 clusters Score -569624.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -569625.875000 Penalty: 3010.607178
	Iteration 78Q: 3 clusters Score -569625.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -569625.875000 Penalty: 3010.607178
	Iteration 79F: 3 clusters Score -569625.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (326452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326452 members 
Entering Unmasked Estep 
Score: -16584210.000000 Penalty: 2063.106201
	Iteration 0F: 2 clusters Score -1.658421e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162921 members 
Mstep: Class 2 contains 163531 members 
Entering Unmasked Estep 
Score: -16363938.000000 Penalty: 4126.212402
	Iteration 0F: 3 clusters Score -1.636394e+07 nChanged 159526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151327 members 
Mstep: Class 2 contains 175125 members 
Entering Unmasked Estep 
Score: -16460347.000000 Penalty: 4126.212402
	Iteration 1F: 3 clusters Score -1.646035e+07 nChanged 10477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143488 members 
Mstep: Class 2 contains 182964 members 
Entering Unmasked Estep 
Score: -16463098.000000 Penalty: 4126.212402
	Iteration 2Q: 3 clusters Score -1.64631e+07 nChanged 13705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131519 members 
Mstep: Class 2 contains 194933 members 
Entering Unmasked Estep 
Score: -16468406.000000 Penalty: 4126.212402
	Iteration 3Q: 3 clusters Score -1.646841e+07 nChanged 18683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113878 members 
Mstep: Class 2 contains 212574 members 
Entering Unmasked Estep 
Score: -16478764.000000 Penalty: 4126.212402
	Iteration 4F: 3 clusters Score -1.647876e+07 nChanged 25089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89309 members 
Mstep: Class 2 contains 237143 members 
Entering Unmasked Estep 
Score: -16496996.000000 Penalty: 4126.212402
	Iteration 5F: 3 clusters Score -1.6497e+07 nChanged 29723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59792 members 
Mstep: Class 2 contains 266660 members 
Entering Unmasked Estep 
Score: -16523737.000000 Penalty: 4126.212402
	Iteration 6F: 3 clusters Score -1.652374e+07 nChanged 28051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 294641 members 
Entering Unmasked Estep 
Score: -16552118.000000 Penalty: 4126.212402
	Iteration 7F: 3 clusters Score -1.655212e+07 nChanged 18726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 313345 members 
Entering Unmasked Estep 
Score: -16570912.000000 Penalty: 4126.212402
	Iteration 8F: 3 clusters Score -1.657091e+07 nChanged 8416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 321743 members 
Entering Unmasked Estep 
Score: -16578867.000000 Penalty: 4126.212402
	Iteration 9Q: 3 clusters Score -1.657887e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 324708 members 
Entering Unmasked Estep 
Score: -16581283.000000 Penalty: 4126.212402
	Iteration 10Q: 3 clusters Score -1.658128e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 325627 members 
Entering Unmasked Estep 
Score: -16582034.000000 Penalty: 4126.212402
	Iteration 11Q: 3 clusters Score -1.658203e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 325906 members 
Entering Unmasked Estep 
Score: -16582228.000000 Penalty: 4126.212402
	Iteration 12Q: 3 clusters Score -1.658223e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 326007 members 
Entering Unmasked Estep 
Score: -16582341.000000 Penalty: 4126.212402
	Iteration 13Q: 3 clusters Score -1.658234e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 326060 members 
Entering Unmasked Estep 
Score: -16582376.000000 Penalty: 4126.212402
	Iteration 14Q: 3 clusters Score -1.658238e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 326088 members 
Entering Unmasked Estep 
Score: -16582424.000000 Penalty: 4126.212402
	Iteration 15Q: 3 clusters Score -1.658242e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 326107 members 
Entering Unmasked Estep 
Score: -16582461.000000 Penalty: 4126.212402
	Iteration 16Q: 3 clusters Score -1.658246e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 326115 members 
Entering Unmasked Estep 
Score: -16582461.000000 Penalty: 4126.212402
	Iteration 17Q: 3 clusters Score -1.658246e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 326116 members 
Entering Unmasked Estep 
Score: -16582479.000000 Penalty: 4126.212402
	Iteration 18Q: 3 clusters Score -1.658248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 326117 members 
Entering Unmasked Estep 
Score: -16582477.000000 Penalty: 4126.212402
	Iteration 19Q: 3 clusters Score -1.658248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 326118 members 
Entering Unmasked Estep 
Score: -16582482.000000 Penalty: 4126.212402
	Iteration 20F: 3 clusters Score -1.658248e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Entering Unmasked Estep 
Score: -248967.921875 Penalty: 1366.994995
	Iteration 0F: 2 clusters Score -248967.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -245303.187500 Penalty: 2733.989990
	Iteration 0F: 3 clusters Score -245303.2 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -246283.968750 Penalty: 2733.989990
	Iteration 1F: 3 clusters Score -246284 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -246463.484375 Penalty: 2733.989990
	Iteration 2F: 3 clusters Score -246463.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -246585.484375 Penalty: 2733.989990
	Iteration 3F: 3 clusters Score -246585.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -246655.109375 Penalty: 2733.989990
	Iteration 4Q: 3 clusters Score -246655.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -246720.015625 Penalty: 2733.989990
	Iteration 5Q: 3 clusters Score -246720 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -246774.515625 Penalty: 2733.989990
	Iteration 6Q: 3 clusters Score -246774.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -246830.921875 Penalty: 2733.989990
	Iteration 7Q: 3 clusters Score -246830.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -246882.687500 Penalty: 2733.989990
	Iteration 8Q: 3 clusters Score -246882.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -246929.765625 Penalty: 2733.989990
	Iteration 9Q: 3 clusters Score -246929.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -246974.718750 Penalty: 2733.989990
	Iteration 10Q: 3 clusters Score -246974.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -247029.281250 Penalty: 2733.989990
	Iteration 11Q: 3 clusters Score -247029.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -247100.156250 Penalty: 2733.989990
	Iteration 12Q: 3 clusters Score -247100.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -247173.937500 Penalty: 2733.989990
	Iteration 13Q: 3 clusters Score -247173.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -247246.859375 Penalty: 2733.989990
	Iteration 14Q: 3 clusters Score -247246.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -247334.828125 Penalty: 2733.989990
	Iteration 15Q: 3 clusters Score -247334.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -247423.671875 Penalty: 2733.989990
	Iteration 16Q: 3 clusters Score -247423.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -247504.703125 Penalty: 2733.989990
	Iteration 17Q: 3 clusters Score -247504.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -247570.859375 Penalty: 2733.989990
	Iteration 18Q: 3 clusters Score -247570.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -247611.390625 Penalty: 2733.989990
	Iteration 19Q: 3 clusters Score -247611.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -247639.453125 Penalty: 2733.989990
	Iteration 20F: 3 clusters Score -247639.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -247664.093750 Penalty: 2733.989990
	Iteration 21Q: 3 clusters Score -247664.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -247681.937500 Penalty: 2733.989990
	Iteration 22Q: 3 clusters Score -247681.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -247701.468750 Penalty: 2733.989990
	Iteration 23Q: 3 clusters Score -247701.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -247713.843750 Penalty: 2733.989990
	Iteration 24Q: 3 clusters Score -247713.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -247725.140625 Penalty: 2733.989990
	Iteration 25Q: 3 clusters Score -247725.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -247733.546875 Penalty: 2733.989990
	Iteration 26Q: 3 clusters Score -247733.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -247738.968750 Penalty: 2733.989990
	Iteration 27Q: 3 clusters Score -247739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -247741.468750 Penalty: 2733.989990
	Iteration 28Q: 3 clusters Score -247741.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -247743.968750 Penalty: 2733.989990
	Iteration 29Q: 3 clusters Score -247744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -247745.609375 Penalty: 2733.989990
	Iteration 30Q: 3 clusters Score -247745.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -247749.218750 Penalty: 2733.989990
	Iteration 31Q: 3 clusters Score -247749.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -247751.093750 Penalty: 2733.989990
	Iteration 32Q: 3 clusters Score -247751.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -247753.656250 Penalty: 2733.989990
	Iteration 33Q: 3 clusters Score -247753.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -247754.953125 Penalty: 2733.989990
	Iteration 34Q: 3 clusters Score -247755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -247755.765625 Penalty: 2733.989990
	Iteration 35Q: 3 clusters Score -247755.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -247755.765625 Penalty: 2733.989990
	Iteration 36F: 3 clusters Score -247755.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Entering Unmasked Estep 
Score: -146047.953125 Penalty: 1296.586914
	Iteration 0F: 2 clusters Score -146048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -143363.093750 Penalty: 2593.173828
	Iteration 0F: 3 clusters Score -143363.1 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -144024.468750 Penalty: 2593.173828
	Iteration 1F: 3 clusters Score -144024.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -144222.390625 Penalty: 2593.173828
	Iteration 2F: 3 clusters Score -144222.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -144331.109375 Penalty: 2593.173828
	Iteration 3F: 3 clusters Score -144331.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -144410.656250 Penalty: 2593.173828
	Iteration 4Q: 3 clusters Score -144410.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -144453.984375 Penalty: 2593.173828
	Iteration 5Q: 3 clusters Score -144454 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -144492.562500 Penalty: 2593.173828
	Iteration 6Q: 3 clusters Score -144492.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -144525.921875 Penalty: 2593.173828
	Iteration 7Q: 3 clusters Score -144525.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -144550.609375 Penalty: 2593.173828
	Iteration 8Q: 3 clusters Score -144550.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -144581.937500 Penalty: 2593.173828
	Iteration 9Q: 3 clusters Score -144581.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -144613.765625 Penalty: 2593.173828
	Iteration 10Q: 3 clusters Score -144613.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -144637.390625 Penalty: 2593.173828
	Iteration 11Q: 3 clusters Score -144637.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -144662.609375 Penalty: 2593.173828
	Iteration 12Q: 3 clusters Score -144662.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -144682.218750 Penalty: 2593.173828
	Iteration 13Q: 3 clusters Score -144682.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -144702.984375 Penalty: 2593.173828
	Iteration 14Q: 3 clusters Score -144703 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -144718.718750 Penalty: 2593.173828
	Iteration 15Q: 3 clusters Score -144718.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -144733.421875 Penalty: 2593.173828
	Iteration 16Q: 3 clusters Score -144733.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -144747.187500 Penalty: 2593.173828
	Iteration 17Q: 3 clusters Score -144747.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -144763.453125 Penalty: 2593.173828
	Iteration 18Q: 3 clusters Score -144763.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -144781.546875 Penalty: 2593.173828
	Iteration 19Q: 3 clusters Score -144781.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -144799.796875 Penalty: 2593.173828
	Iteration 20F: 3 clusters Score -144799.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -144819.750000 Penalty: 2593.173828
	Iteration 21Q: 3 clusters Score -144819.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -144836.765625 Penalty: 2593.173828
	Iteration 22Q: 3 clusters Score -144836.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -144849.718750 Penalty: 2593.173828
	Iteration 23Q: 3 clusters Score -144849.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -144858.140625 Penalty: 2593.173828
	Iteration 24Q: 3 clusters Score -144858.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -144864.625000 Penalty: 2593.173828
	Iteration 25Q: 3 clusters Score -144864.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -144870.890625 Penalty: 2593.173828
	Iteration 26Q: 3 clusters Score -144870.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -144873.796875 Penalty: 2593.173828
	Iteration 27Q: 3 clusters Score -144873.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -144875.859375 Penalty: 2593.173828
	Iteration 28Q: 3 clusters Score -144875.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -144877.375000 Penalty: 2593.173828
	Iteration 29Q: 3 clusters Score -144877.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -144879.625000 Penalty: 2593.173828
	Iteration 30Q: 3 clusters Score -144879.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -144884.609375 Penalty: 2593.173828
	Iteration 31Q: 3 clusters Score -144884.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -144890.515625 Penalty: 2593.173828
	Iteration 32Q: 3 clusters Score -144890.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -144894.546875 Penalty: 2593.173828
	Iteration 33Q: 3 clusters Score -144894.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -144896.781250 Penalty: 2593.173828
	Iteration 34Q: 3 clusters Score -144896.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -144899.265625 Penalty: 2593.173828
	Iteration 35Q: 3 clusters Score -144899.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -144904.359375 Penalty: 2593.173828
	Iteration 36Q: 3 clusters Score -144904.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -144908.171875 Penalty: 2593.173828
	Iteration 37Q: 3 clusters Score -144908.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -144911.046875 Penalty: 2593.173828
	Iteration 38Q: 3 clusters Score -144911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -144913.500000 Penalty: 2593.173828
	Iteration 39Q: 3 clusters Score -144913.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -144914.140625 Penalty: 2593.173828
	Iteration 40F: 3 clusters Score -144914.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Entering Unmasked Estep 
Score: -100847.843750 Penalty: 1227.919556
	Iteration 0F: 2 clusters Score -100847.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -98783.226562 Penalty: 2455.839111
	Iteration 0F: 3 clusters Score -98783.23 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -99218.687500 Penalty: 2455.839111
	Iteration 1F: 3 clusters Score -99218.69 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -99319.835938 Penalty: 2455.839111
	Iteration 2F: 3 clusters Score -99319.84 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -99372.656250 Penalty: 2455.839111
	Iteration 3F: 3 clusters Score -99372.66 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -99414.562500 Penalty: 2455.839111
	Iteration 4Q: 3 clusters Score -99414.56 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -99450.500000 Penalty: 2455.839111
	Iteration 5Q: 3 clusters Score -99450.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -99476.960938 Penalty: 2455.839111
	Iteration 6Q: 3 clusters Score -99476.96 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -99496.664062 Penalty: 2455.839111
	Iteration 7Q: 3 clusters Score -99496.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -99509.515625 Penalty: 2455.839111
	Iteration 8Q: 3 clusters Score -99509.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -99518.242188 Penalty: 2455.839111
	Iteration 9Q: 3 clusters Score -99518.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -99525.039062 Penalty: 2455.839111
	Iteration 10Q: 3 clusters Score -99525.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -99533.117188 Penalty: 2455.839111
	Iteration 11Q: 3 clusters Score -99533.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -99536.062500 Penalty: 2455.839111
	Iteration 12Q: 3 clusters Score -99536.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -99541.054688 Penalty: 2455.839111
	Iteration 13Q: 3 clusters Score -99541.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -99547.562500 Penalty: 2455.839111
	Iteration 14Q: 3 clusters Score -99547.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -99556.328125 Penalty: 2455.839111
	Iteration 15Q: 3 clusters Score -99556.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -99559.656250 Penalty: 2455.839111
	Iteration 16Q: 3 clusters Score -99559.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -99561.234375 Penalty: 2455.839111
	Iteration 17Q: 3 clusters Score -99561.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -99561.992188 Penalty: 2455.839111
	Iteration 18Q: 3 clusters Score -99561.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -99563.648438 Penalty: 2455.839111
	Iteration 19Q: 3 clusters Score -99563.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -99567.515625 Penalty: 2455.839111
	Iteration 20F: 3 clusters Score -99567.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -99571.250000 Penalty: 2455.839111
	Iteration 21Q: 3 clusters Score -99571.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -99574.750000 Penalty: 2455.839111
	Iteration 22Q: 3 clusters Score -99574.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -99577.460938 Penalty: 2455.839111
	Iteration 23Q: 3 clusters Score -99577.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -99580.765625 Penalty: 2455.839111
	Iteration 24Q: 3 clusters Score -99580.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -99582.921875 Penalty: 2455.839111
	Iteration 25Q: 3 clusters Score -99582.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -99584.867188 Penalty: 2455.839111
	Iteration 26Q: 3 clusters Score -99584.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -99587.109375 Penalty: 2455.839111
	Iteration 27Q: 3 clusters Score -99587.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -99589.289062 Penalty: 2455.839111
	Iteration 28Q: 3 clusters Score -99589.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -99589.625000 Penalty: 2455.839111
	Iteration 29Q: 3 clusters Score -99589.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -99589.625000 Penalty: 2455.839111
	Iteration 30F: 3 clusters Score -99589.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Entering Unmasked Estep 
Score: -299434.500000 Penalty: 1395.372192
	Iteration 0F: 2 clusters Score -299434.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -295186.562500 Penalty: 2790.744385
	Iteration 0F: 3 clusters Score -295186.6 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -296393.812500 Penalty: 2790.744385
	Iteration 1F: 3 clusters Score -296393.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -296565.000000 Penalty: 2790.744385
	Iteration 2F: 3 clusters Score -296565 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -296661.468750 Penalty: 2790.744385
	Iteration 3Q: 3 clusters Score -296661.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -296735.250000 Penalty: 2790.744385
	Iteration 4Q: 3 clusters Score -296735.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -296799.281250 Penalty: 2790.744385
	Iteration 5Q: 3 clusters Score -296799.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -296849.343750 Penalty: 2790.744385
	Iteration 6Q: 3 clusters Score -296849.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -296896.687500 Penalty: 2790.744385
	Iteration 7Q: 3 clusters Score -296896.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -296942.375000 Penalty: 2790.744385
	Iteration 8Q: 3 clusters Score -296942.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -296994.375000 Penalty: 2790.744385
	Iteration 9Q: 3 clusters Score -296994.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -297046.281250 Penalty: 2790.744385
	Iteration 10Q: 3 clusters Score -297046.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -297112.437500 Penalty: 2790.744385
	Iteration 11Q: 3 clusters Score -297112.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -297190.062500 Penalty: 2790.744385
	Iteration 12Q: 3 clusters Score -297190.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -297272.031250 Penalty: 2790.744385
	Iteration 13Q: 3 clusters Score -297272 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -297351.468750 Penalty: 2790.744385
	Iteration 14Q: 3 clusters Score -297351.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -297439.687500 Penalty: 2790.744385
	Iteration 15Q: 3 clusters Score -297439.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -297548.062500 Penalty: 2790.744385
	Iteration 16Q: 3 clusters Score -297548.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -297673.687500 Penalty: 2790.744385
	Iteration 17Q: 3 clusters Score -297673.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -297790.812500 Penalty: 2790.744385
	Iteration 18Q: 3 clusters Score -297790.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -297900.968750 Penalty: 2790.744385
	Iteration 19Q: 3 clusters Score -297901 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -297984.281250 Penalty: 2790.744385
	Iteration 20F: 3 clusters Score -297984.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -298038.656250 Penalty: 2790.744385
	Iteration 21Q: 3 clusters Score -298038.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -298081.312500 Penalty: 2790.744385
	Iteration 22Q: 3 clusters Score -298081.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -298114.500000 Penalty: 2790.744385
	Iteration 23Q: 3 clusters Score -298114.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -298144.562500 Penalty: 2790.744385
	Iteration 24Q: 3 clusters Score -298144.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -298161.781250 Penalty: 2790.744385
	Iteration 25Q: 3 clusters Score -298161.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -298176.156250 Penalty: 2790.744385
	Iteration 26Q: 3 clusters Score -298176.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -298188.125000 Penalty: 2790.744385
	Iteration 27Q: 3 clusters Score -298188.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -298199.937500 Penalty: 2790.744385
	Iteration 28Q: 3 clusters Score -298199.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -298206.906250 Penalty: 2790.744385
	Iteration 29Q: 3 clusters Score -298206.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -298212.000000 Penalty: 2790.744385
	Iteration 30Q: 3 clusters Score -298212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -298220.656250 Penalty: 2790.744385
	Iteration 31Q: 3 clusters Score -298220.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -298225.218750 Penalty: 2790.744385
	Iteration 32Q: 3 clusters Score -298225.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -298226.281250 Penalty: 2790.744385
	Iteration 33Q: 3 clusters Score -298226.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -298227.687500 Penalty: 2790.744385
	Iteration 34Q: 3 clusters Score -298227.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -298228.500000 Penalty: 2790.744385
	Iteration 35Q: 3 clusters Score -298228.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -298228.875000 Penalty: 2790.744385
	Iteration 36Q: 3 clusters Score -298228.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -298228.875000 Penalty: 2790.744385
	Iteration 37F: 3 clusters Score -298228.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Entering Unmasked Estep 
Score: -104621.781250 Penalty: 1233.431396
	Iteration 0F: 2 clusters Score -104621.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -102565.148438 Penalty: 2466.862793
	Iteration 0F: 3 clusters Score -102565.1 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -102972.265625 Penalty: 2466.862793
	Iteration 1F: 3 clusters Score -102972.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -103086.109375 Penalty: 2466.862793
	Iteration 2F: 3 clusters Score -103086.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -103144.296875 Penalty: 2466.862793
	Iteration 3Q: 3 clusters Score -103144.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -103183.312500 Penalty: 2466.862793
	Iteration 4Q: 3 clusters Score -103183.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -103219.054688 Penalty: 2466.862793
	Iteration 5Q: 3 clusters Score -103219.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -103238.656250 Penalty: 2466.862793
	Iteration 6Q: 3 clusters Score -103238.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -103259.062500 Penalty: 2466.862793
	Iteration 7Q: 3 clusters Score -103259.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -103278.351562 Penalty: 2466.862793
	Iteration 8Q: 3 clusters Score -103278.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -103296.304688 Penalty: 2466.862793
	Iteration 9Q: 3 clusters Score -103296.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -103311.367188 Penalty: 2466.862793
	Iteration 10Q: 3 clusters Score -103311.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -103323.679688 Penalty: 2466.862793
	Iteration 11Q: 3 clusters Score -103323.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -103332.476562 Penalty: 2466.862793
	Iteration 12Q: 3 clusters Score -103332.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -103341.101562 Penalty: 2466.862793
	Iteration 13Q: 3 clusters Score -103341.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -103352.078125 Penalty: 2466.862793
	Iteration 14Q: 3 clusters Score -103352.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -103369.023438 Penalty: 2466.862793
	Iteration 15Q: 3 clusters Score -103369 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -103383.531250 Penalty: 2466.862793
	Iteration 16Q: 3 clusters Score -103383.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -103396.281250 Penalty: 2466.862793
	Iteration 17Q: 3 clusters Score -103396.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -103406.562500 Penalty: 2466.862793
	Iteration 18Q: 3 clusters Score -103406.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -103413.281250 Penalty: 2466.862793
	Iteration 19Q: 3 clusters Score -103413.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -103416.328125 Penalty: 2466.862793
	Iteration 20F: 3 clusters Score -103416.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -103419.062500 Penalty: 2466.862793
	Iteration 21Q: 3 clusters Score -103419.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -103419.898438 Penalty: 2466.862793
	Iteration 22Q: 3 clusters Score -103419.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -103421.804688 Penalty: 2466.862793
	Iteration 23Q: 3 clusters Score -103421.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -103422.734375 Penalty: 2466.862793
	Iteration 24Q: 3 clusters Score -103422.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -103423.531250 Penalty: 2466.862793
	Iteration 25Q: 3 clusters Score -103423.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -103425.125000 Penalty: 2466.862793
	Iteration 26Q: 3 clusters Score -103425.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -103426.195312 Penalty: 2466.862793
	Iteration 27Q: 3 clusters Score -103426.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -103426.703125 Penalty: 2466.862793
	Iteration 28Q: 3 clusters Score -103426.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -103427.234375 Penalty: 2466.862793
	Iteration 29Q: 3 clusters Score -103427.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -103428.500000 Penalty: 2466.862793
	Iteration 30Q: 3 clusters Score -103428.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -103429.664062 Penalty: 2466.862793
	Iteration 31Q: 3 clusters Score -103429.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -103430.718750 Penalty: 2466.862793
	Iteration 32Q: 3 clusters Score -103430.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -103431.476562 Penalty: 2466.862793
	Iteration 33Q: 3 clusters Score -103431.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -103432.843750 Penalty: 2466.862793
	Iteration 34Q: 3 clusters Score -103432.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -103433.187500 Penalty: 2466.862793
	Iteration 35Q: 3 clusters Score -103433.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -103433.445312 Penalty: 2466.862793
	Iteration 36Q: 3 clusters Score -103433.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -103433.445312 Penalty: 2466.862793
	Iteration 37F: 3 clusters Score -103433.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Entering Unmasked Estep 
Score: -672208.687500 Penalty: 1529.126709
	Iteration 0F: 2 clusters Score -672208.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -663713.937500 Penalty: 3058.253418
	Iteration 0F: 3 clusters Score -663713.9 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -666466.000000 Penalty: 3058.253418
	Iteration 1F: 3 clusters Score -666466 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -666714.500000 Penalty: 3058.253418
	Iteration 2F: 3 clusters Score -666714.5 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -666950.062500 Penalty: 3058.253418
	Iteration 3Q: 3 clusters Score -666950.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -667167.937500 Penalty: 3058.253418
	Iteration 4Q: 3 clusters Score -667167.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -667402.312500 Penalty: 3058.253418
	Iteration 5Q: 3 clusters Score -667402.3 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -667683.250000 Penalty: 3058.253418
	Iteration 6Q: 3 clusters Score -667683.2 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -668061.687500 Penalty: 3058.253418
	Iteration 7Q: 3 clusters Score -668061.7 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -668559.125000 Penalty: 3058.253418
	Iteration 8F: 3 clusters Score -668559.1 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -669135.687500 Penalty: 3058.253418
	Iteration 9F: 3 clusters Score -669135.7 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -669621.125000 Penalty: 3058.253418
	Iteration 10F: 3 clusters Score -669621.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -669889.437500 Penalty: 3058.253418
	Iteration 11Q: 3 clusters Score -669889.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -670032.875000 Penalty: 3058.253418
	Iteration 12Q: 3 clusters Score -670032.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -670106.375000 Penalty: 3058.253418
	Iteration 13Q: 3 clusters Score -670106.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -670155.187500 Penalty: 3058.253418
	Iteration 14Q: 3 clusters Score -670155.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -670197.125000 Penalty: 3058.253418
	Iteration 15Q: 3 clusters Score -670197.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -670225.062500 Penalty: 3058.253418
	Iteration 16Q: 3 clusters Score -670225.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -670243.375000 Penalty: 3058.253418
	Iteration 17Q: 3 clusters Score -670243.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -670262.500000 Penalty: 3058.253418
	Iteration 18Q: 3 clusters Score -670262.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -670278.687500 Penalty: 3058.253418
	Iteration 19Q: 3 clusters Score -670278.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -670290.437500 Penalty: 3058.253418
	Iteration 20F: 3 clusters Score -670290.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -670299.812500 Penalty: 3058.253418
	Iteration 21Q: 3 clusters Score -670299.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -670304.062500 Penalty: 3058.253418
	Iteration 22Q: 3 clusters Score -670304.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -670309.937500 Penalty: 3058.253418
	Iteration 23Q: 3 clusters Score -670309.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -670311.062500 Penalty: 3058.253418
	Iteration 24Q: 3 clusters Score -670311.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -670316.062500 Penalty: 3058.253418
	Iteration 25Q: 3 clusters Score -670316.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -670318.437500 Penalty: 3058.253418
	Iteration 26Q: 3 clusters Score -670318.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -670326.687500 Penalty: 3058.253418
	Iteration 27Q: 3 clusters Score -670326.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -670332.375000 Penalty: 3058.253418
	Iteration 28Q: 3 clusters Score -670332.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -670338.250000 Penalty: 3058.253418
	Iteration 29Q: 3 clusters Score -670338.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -670340.812500 Penalty: 3058.253418
	Iteration 30Q: 3 clusters Score -670340.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -670343.437500 Penalty: 3058.253418
	Iteration 31Q: 3 clusters Score -670343.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -670348.125000 Penalty: 3058.253418
	Iteration 32Q: 3 clusters Score -670348.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -670351.375000 Penalty: 3058.253418
	Iteration 33Q: 3 clusters Score -670351.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -670355.000000 Penalty: 3058.253418
	Iteration 34Q: 3 clusters Score -670355 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -670358.562500 Penalty: 3058.253418
	Iteration 35Q: 3 clusters Score -670358.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -670363.625000 Penalty: 3058.253418
	Iteration 36Q: 3 clusters Score -670363.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -670366.437500 Penalty: 3058.253418
	Iteration 37Q: 3 clusters Score -670366.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -670369.500000 Penalty: 3058.253418
	Iteration 38Q: 3 clusters Score -670369.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -670370.437500 Penalty: 3058.253418
	Iteration 39Q: 3 clusters Score -670370.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -670375.250000 Penalty: 3058.253418
	Iteration 40F: 3 clusters Score -670375.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -670376.125000 Penalty: 3058.253418
	Iteration 41Q: 3 clusters Score -670376.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -670376.125000 Penalty: 3058.253418
	Iteration 42Q: 3 clusters Score -670376.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -670378.812500 Penalty: 3058.253418
	Iteration 43Q: 3 clusters Score -670378.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -670381.000000 Penalty: 3058.253418
	Iteration 44Q: 3 clusters Score -670381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -670382.937500 Penalty: 3058.253418
	Iteration 45Q: 3 clusters Score -670382.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -670382.125000 Penalty: 3058.253418
	Iteration 46Q: 3 clusters Score -670382.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -670382.750000 Penalty: 3058.253418
	Iteration 47Q: 3 clusters Score -670382.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -670382.312500 Penalty: 3058.253418
	Iteration 48Q: 3 clusters Score -670382.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -670383.375000 Penalty: 3058.253418
	Iteration 49Q: 3 clusters Score -670383.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -670383.125000 Penalty: 3058.253418
	Iteration 50Q: 3 clusters Score -670383.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -670386.250000 Penalty: 3058.253418
	Iteration 51Q: 3 clusters Score -670386.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -670388.000000 Penalty: 3058.253418
	Iteration 52Q: 3 clusters Score -670388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -670389.875000 Penalty: 3058.253418
	Iteration 53Q: 3 clusters Score -670389.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -670391.625000 Penalty: 3058.253418
	Iteration 54Q: 3 clusters Score -670391.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -670392.500000 Penalty: 3058.253418
	Iteration 55Q: 3 clusters Score -670392.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -670394.000000 Penalty: 3058.253418
	Iteration 56Q: 3 clusters Score -670394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -670397.312500 Penalty: 3058.253418
	Iteration 57Q: 3 clusters Score -670397.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -670398.562500 Penalty: 3058.253418
	Iteration 58Q: 3 clusters Score -670398.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -670400.562500 Penalty: 3058.253418
	Iteration 59Q: 3 clusters Score -670400.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -670401.500000 Penalty: 3058.253418
	Iteration 60F: 3 clusters Score -670401.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -670401.375000 Penalty: 3058.253418
	Iteration 61Q: 3 clusters Score -670401.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -670403.937500 Penalty: 3058.253418
	Iteration 62Q: 3 clusters Score -670403.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -670403.812500 Penalty: 3058.253418
	Iteration 63Q: 3 clusters Score -670403.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -670407.500000 Penalty: 3058.253418
	Iteration 64Q: 3 clusters Score -670407.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -670409.312500 Penalty: 3058.253418
	Iteration 65Q: 3 clusters Score -670409.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -670411.562500 Penalty: 3058.253418
	Iteration 66Q: 3 clusters Score -670411.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -670411.312500 Penalty: 3058.253418
	Iteration 67Q: 3 clusters Score -670411.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -670414.187500 Penalty: 3058.253418
	Iteration 68Q: 3 clusters Score -670414.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -670415.062500 Penalty: 3058.253418
	Iteration 69Q: 3 clusters Score -670415.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -670416.375000 Penalty: 3058.253418
	Iteration 70Q: 3 clusters Score -670416.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -670416.250000 Penalty: 3058.253418
	Iteration 71Q: 3 clusters Score -670416.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -670418.687500 Penalty: 3058.253418
	Iteration 72Q: 3 clusters Score -670418.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -670419.937500 Penalty: 3058.253418
	Iteration 73Q: 3 clusters Score -670419.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -670421.062500 Penalty: 3058.253418
	Iteration 74Q: 3 clusters Score -670421.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -670420.562500 Penalty: 3058.253418
	Iteration 75Q: 3 clusters Score -670420.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -670424.750000 Penalty: 3058.253418
	Iteration 76Q: 3 clusters Score -670424.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -670425.437500 Penalty: 3058.253418
	Iteration 77Q: 3 clusters Score -670425.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -670427.000000 Penalty: 3058.253418
	Iteration 78Q: 3 clusters Score -670427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -670428.375000 Penalty: 3058.253418
	Iteration 79Q: 3 clusters Score -670428.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -670429.187500 Penalty: 3058.253418
	Iteration 80F: 3 clusters Score -670429.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -670429.687500 Penalty: 3058.253418
	Iteration 81Q: 3 clusters Score -670429.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -670432.500000 Penalty: 3058.253418
	Iteration 82Q: 3 clusters Score -670432.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -670431.625000 Penalty: 3058.253418
	Iteration 83Q: 3 clusters Score -670431.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -670432.625000 Penalty: 3058.253418
	Iteration 84Q: 3 clusters Score -670432.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -670433.000000 Penalty: 3058.253418
	Iteration 85Q: 3 clusters Score -670433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -670433.687500 Penalty: 3058.253418
	Iteration 86Q: 3 clusters Score -670433.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -670433.250000 Penalty: 3058.253418
	Iteration 87Q: 3 clusters Score -670433.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -670434.375000 Penalty: 3058.253418
	Iteration 88Q: 3 clusters Score -670434.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -670433.062500 Penalty: 3058.253418
	Iteration 89Q: 3 clusters Score -670433.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -670434.812500 Penalty: 3058.253418
	Iteration 90Q: 3 clusters Score -670434.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -670434.875000 Penalty: 3058.253418
	Iteration 91Q: 3 clusters Score -670434.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -670435.500000 Penalty: 3058.253418
	Iteration 92Q: 3 clusters Score -670435.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -670435.625000 Penalty: 3058.253418
	Iteration 93Q: 3 clusters Score -670435.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -670436.875000 Penalty: 3058.253418
	Iteration 94Q: 3 clusters Score -670436.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -670436.750000 Penalty: 3058.253418
	Iteration 95Q: 3 clusters Score -670436.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -670438.812500 Penalty: 3058.253418
	Iteration 96Q: 3 clusters Score -670438.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -670439.312500 Penalty: 3058.253418
	Iteration 97Q: 3 clusters Score -670439.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -670439.750000 Penalty: 3058.253418
	Iteration 98Q: 3 clusters Score -670439.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -670440.187500 Penalty: 3058.253418
	Iteration 99Q: 3 clusters Score -670440.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -670439.625000 Penalty: 3058.253418
	Iteration 100F: 3 clusters Score -670439.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -670441.687500 Penalty: 3058.253418
	Iteration 101Q: 3 clusters Score -670441.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -670441.000000 Penalty: 3058.253418
	Iteration 102Q: 3 clusters Score -670441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -670439.937500 Penalty: 3058.253418
	Iteration 103Q: 3 clusters Score -670439.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -670441.437500 Penalty: 3058.253418
	Iteration 104Q: 3 clusters Score -670441.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -670442.187500 Penalty: 3058.253418
	Iteration 105Q: 3 clusters Score -670442.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -670442.750000 Penalty: 3058.253418
	Iteration 106Q: 3 clusters Score -670442.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -670443.687500 Penalty: 3058.253418
	Iteration 107Q: 3 clusters Score -670443.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -670444.500000 Penalty: 3058.253418
	Iteration 108Q: 3 clusters Score -670444.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -670443.625000 Penalty: 3058.253418
	Iteration 109Q: 3 clusters Score -670443.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -670445.187500 Penalty: 3058.253418
	Iteration 110Q: 3 clusters Score -670445.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -670443.375000 Penalty: 3058.253418
	Iteration 111Q: 3 clusters Score -670443.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -670443.375000 Penalty: 3058.253418
	Iteration 112F: 3 clusters Score -670443.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Entering Unmasked Estep 
Score: -59711.414062 Penalty: 1159.549194
	Iteration 0F: 2 clusters Score -59711.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -58071.824219 Penalty: 2319.098389
	Iteration 0F: 3 clusters Score -58071.82 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -58372.953125 Penalty: 2319.098389
	Iteration 1F: 3 clusters Score -58372.95 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -58492.210938 Penalty: 2319.098389
	Iteration 2F: 3 clusters Score -58492.21 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -58570.527344 Penalty: 2319.098389
	Iteration 3F: 3 clusters Score -58570.53 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -58645.964844 Penalty: 2319.098389
	Iteration 4Q: 3 clusters Score -58645.96 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -58721.531250 Penalty: 2319.098389
	Iteration 5Q: 3 clusters Score -58721.53 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -58787.761719 Penalty: 2319.098389
	Iteration 6Q: 3 clusters Score -58787.76 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -58853.464844 Penalty: 2319.098389
	Iteration 7Q: 3 clusters Score -58853.46 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -58894.375000 Penalty: 2319.098389
	Iteration 8Q: 3 clusters Score -58894.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -58932.656250 Penalty: 2319.098389
	Iteration 9Q: 3 clusters Score -58932.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -58970.515625 Penalty: 2319.098389
	Iteration 10Q: 3 clusters Score -58970.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -58988.437500 Penalty: 2319.098389
	Iteration 11Q: 3 clusters Score -58988.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -59005.738281 Penalty: 2319.098389
	Iteration 12Q: 3 clusters Score -59005.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -59020.421875 Penalty: 2319.098389
	Iteration 13Q: 3 clusters Score -59020.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -59039.574219 Penalty: 2319.098389
	Iteration 14Q: 3 clusters Score -59039.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -59046.984375 Penalty: 2319.098389
	Iteration 15Q: 3 clusters Score -59046.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -59052.894531 Penalty: 2319.098389
	Iteration 16Q: 3 clusters Score -59052.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -59056.199219 Penalty: 2319.098389
	Iteration 17Q: 3 clusters Score -59056.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -59060.546875 Penalty: 2319.098389
	Iteration 18Q: 3 clusters Score -59060.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -59063.355469 Penalty: 2319.098389
	Iteration 19Q: 3 clusters Score -59063.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -59066.152344 Penalty: 2319.098389
	Iteration 20F: 3 clusters Score -59066.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -59069.679688 Penalty: 2319.098389
	Iteration 21Q: 3 clusters Score -59069.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -59071.734375 Penalty: 2319.098389
	Iteration 22Q: 3 clusters Score -59071.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -59072.640625 Penalty: 2319.098389
	Iteration 23Q: 3 clusters Score -59072.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -59072.640625 Penalty: 2319.098389
	Iteration 24F: 3 clusters Score -59072.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Entering Unmasked Estep 
Score: -760968.187500 Penalty: 1556.160278
	Iteration 0F: 2 clusters Score -760968.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -751001.750000 Penalty: 3112.320557
	Iteration 0F: 3 clusters Score -751001.8 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -754450.500000 Penalty: 3112.320557
	Iteration 1F: 3 clusters Score -754450.5 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -754736.437500 Penalty: 3112.320557
	Iteration 2F: 3 clusters Score -754736.4 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -755016.625000 Penalty: 3112.320557
	Iteration 3Q: 3 clusters Score -755016.6 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -755350.687500 Penalty: 3112.320557
	Iteration 4Q: 3 clusters Score -755350.7 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -755761.187500 Penalty: 3112.320557
	Iteration 5F: 3 clusters Score -755761.2 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -756292.187500 Penalty: 3112.320557
	Iteration 6F: 3 clusters Score -756292.2 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -757023.500000 Penalty: 3112.320557
	Iteration 7F: 3 clusters Score -757023.5 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -757871.312500 Penalty: 3112.320557
	Iteration 8F: 3 clusters Score -757871.3 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -758573.875000 Penalty: 3112.320557
	Iteration 9F: 3 clusters Score -758573.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -759058.062500 Penalty: 3112.320557
	Iteration 10Q: 3 clusters Score -759058.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -759326.562500 Penalty: 3112.320557
	Iteration 11Q: 3 clusters Score -759326.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -759463.312500 Penalty: 3112.320557
	Iteration 12Q: 3 clusters Score -759463.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -759517.875000 Penalty: 3112.320557
	Iteration 13Q: 3 clusters Score -759517.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -759548.937500 Penalty: 3112.320557
	Iteration 14Q: 3 clusters Score -759548.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -759574.750000 Penalty: 3112.320557
	Iteration 15Q: 3 clusters Score -759574.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -759596.812500 Penalty: 3112.320557
	Iteration 16Q: 3 clusters Score -759596.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -759614.125000 Penalty: 3112.320557
	Iteration 17Q: 3 clusters Score -759614.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -759629.625000 Penalty: 3112.320557
	Iteration 18Q: 3 clusters Score -759629.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -759643.062500 Penalty: 3112.320557
	Iteration 19Q: 3 clusters Score -759643.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -759645.250000 Penalty: 3112.320557
	Iteration 20F: 3 clusters Score -759645.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -759646.250000 Penalty: 3112.320557
	Iteration 21Q: 3 clusters Score -759646.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -759646.250000 Penalty: 3112.320557
	Iteration 22F: 3 clusters Score -759646.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Entering Unmasked Estep 
Score: -668617.875000 Penalty: 1536.515625
	Iteration 0F: 2 clusters Score -668617.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -659708.812500 Penalty: 3073.031250
	Iteration 0F: 3 clusters Score -659708.8 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -662821.500000 Penalty: 3073.031250
	Iteration 1F: 3 clusters Score -662821.5 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -663201.125000 Penalty: 3073.031250
	Iteration 2F: 3 clusters Score -663201.1 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -663623.625000 Penalty: 3073.031250
	Iteration 3F: 3 clusters Score -663623.6 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -664085.062500 Penalty: 3073.031250
	Iteration 4F: 3 clusters Score -664085.1 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -664603.687500 Penalty: 3073.031250
	Iteration 5F: 3 clusters Score -664603.7 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -665174.812500 Penalty: 3073.031250
	Iteration 6F: 3 clusters Score -665174.8 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -665696.937500 Penalty: 3073.031250
	Iteration 7F: 3 clusters Score -665696.9 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -666072.312500 Penalty: 3073.031250
	Iteration 8Q: 3 clusters Score -666072.3 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -666301.750000 Penalty: 3073.031250
	Iteration 9Q: 3 clusters Score -666301.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -666444.625000 Penalty: 3073.031250
	Iteration 10Q: 3 clusters Score -666444.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -666532.187500 Penalty: 3073.031250
	Iteration 11Q: 3 clusters Score -666532.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -666596.750000 Penalty: 3073.031250
	Iteration 12Q: 3 clusters Score -666596.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -666632.625000 Penalty: 3073.031250
	Iteration 13Q: 3 clusters Score -666632.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -666664.000000 Penalty: 3073.031250
	Iteration 14Q: 3 clusters Score -666664 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -666683.687500 Penalty: 3073.031250
	Iteration 15Q: 3 clusters Score -666683.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -666703.437500 Penalty: 3073.031250
	Iteration 16Q: 3 clusters Score -666703.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -666718.687500 Penalty: 3073.031250
	Iteration 17Q: 3 clusters Score -666718.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -666734.875000 Penalty: 3073.031250
	Iteration 18Q: 3 clusters Score -666734.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -666752.625000 Penalty: 3073.031250
	Iteration 19Q: 3 clusters Score -666752.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -666765.812500 Penalty: 3073.031250
	Iteration 20F: 3 clusters Score -666765.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -666779.125000 Penalty: 3073.031250
	Iteration 21Q: 3 clusters Score -666779.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -666792.000000 Penalty: 3073.031250
	Iteration 22Q: 3 clusters Score -666792 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -666808.187500 Penalty: 3073.031250
	Iteration 23Q: 3 clusters Score -666808.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -666825.375000 Penalty: 3073.031250
	Iteration 24Q: 3 clusters Score -666825.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -666846.000000 Penalty: 3073.031250
	Iteration 25Q: 3 clusters Score -666846 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -666860.187500 Penalty: 3073.031250
	Iteration 26Q: 3 clusters Score -666860.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -666871.687500 Penalty: 3073.031250
	Iteration 27Q: 3 clusters Score -666871.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -666887.937500 Penalty: 3073.031250
	Iteration 28Q: 3 clusters Score -666887.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -666902.125000 Penalty: 3073.031250
	Iteration 29Q: 3 clusters Score -666902.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -666914.500000 Penalty: 3073.031250
	Iteration 30Q: 3 clusters Score -666914.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -666933.812500 Penalty: 3073.031250
	Iteration 31Q: 3 clusters Score -666933.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -666951.187500 Penalty: 3073.031250
	Iteration 32Q: 3 clusters Score -666951.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -666965.312500 Penalty: 3073.031250
	Iteration 33Q: 3 clusters Score -666965.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -666974.750000 Penalty: 3073.031250
	Iteration 34Q: 3 clusters Score -666974.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -666983.625000 Penalty: 3073.031250
	Iteration 35Q: 3 clusters Score -666983.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -666990.625000 Penalty: 3073.031250
	Iteration 36Q: 3 clusters Score -666990.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -667005.937500 Penalty: 3073.031250
	Iteration 37Q: 3 clusters Score -667005.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -667019.687500 Penalty: 3073.031250
	Iteration 38Q: 3 clusters Score -667019.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -667037.312500 Penalty: 3073.031250
	Iteration 39Q: 3 clusters Score -667037.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -667060.750000 Penalty: 3073.031250
	Iteration 40F: 3 clusters Score -667060.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -667077.875000 Penalty: 3073.031250
	Iteration 41Q: 3 clusters Score -667077.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -667096.750000 Penalty: 3073.031250
	Iteration 42Q: 3 clusters Score -667096.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -667112.250000 Penalty: 3073.031250
	Iteration 43Q: 3 clusters Score -667112.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -667129.062500 Penalty: 3073.031250
	Iteration 44Q: 3 clusters Score -667129.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -667148.875000 Penalty: 3073.031250
	Iteration 45Q: 3 clusters Score -667148.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -667164.125000 Penalty: 3073.031250
	Iteration 46Q: 3 clusters Score -667164.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -667176.750000 Penalty: 3073.031250
	Iteration 47Q: 3 clusters Score -667176.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -667186.687500 Penalty: 3073.031250
	Iteration 48Q: 3 clusters Score -667186.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -667199.687500 Penalty: 3073.031250
	Iteration 49Q: 3 clusters Score -667199.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -667207.562500 Penalty: 3073.031250
	Iteration 50Q: 3 clusters Score -667207.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -667217.312500 Penalty: 3073.031250
	Iteration 51Q: 3 clusters Score -667217.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -667224.687500 Penalty: 3073.031250
	Iteration 52Q: 3 clusters Score -667224.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -667233.437500 Penalty: 3073.031250
	Iteration 53Q: 3 clusters Score -667233.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -667244.750000 Penalty: 3073.031250
	Iteration 54Q: 3 clusters Score -667244.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -667257.562500 Penalty: 3073.031250
	Iteration 55Q: 3 clusters Score -667257.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -667272.500000 Penalty: 3073.031250
	Iteration 56Q: 3 clusters Score -667272.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -667288.125000 Penalty: 3073.031250
	Iteration 57Q: 3 clusters Score -667288.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -667298.687500 Penalty: 3073.031250
	Iteration 58Q: 3 clusters Score -667298.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -667310.750000 Penalty: 3073.031250
	Iteration 59Q: 3 clusters Score -667310.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -667318.812500 Penalty: 3073.031250
	Iteration 60F: 3 clusters Score -667318.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -667322.562500 Penalty: 3073.031250
	Iteration 61Q: 3 clusters Score -667322.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -667325.062500 Penalty: 3073.031250
	Iteration 62Q: 3 clusters Score -667325.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -667330.937500 Penalty: 3073.031250
	Iteration 63Q: 3 clusters Score -667330.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -667334.062500 Penalty: 3073.031250
	Iteration 64Q: 3 clusters Score -667334.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -667340.625000 Penalty: 3073.031250
	Iteration 65Q: 3 clusters Score -667340.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -667345.625000 Penalty: 3073.031250
	Iteration 66Q: 3 clusters Score -667345.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -667349.062500 Penalty: 3073.031250
	Iteration 67Q: 3 clusters Score -667349.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -667354.187500 Penalty: 3073.031250
	Iteration 68Q: 3 clusters Score -667354.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -667360.250000 Penalty: 3073.031250
	Iteration 69Q: 3 clusters Score -667360.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -667362.875000 Penalty: 3073.031250
	Iteration 70Q: 3 clusters Score -667362.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -667368.375000 Penalty: 3073.031250
	Iteration 71Q: 3 clusters Score -667368.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -667370.937500 Penalty: 3073.031250
	Iteration 72Q: 3 clusters Score -667370.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -667379.937500 Penalty: 3073.031250
	Iteration 73Q: 3 clusters Score -667379.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -667384.375000 Penalty: 3073.031250
	Iteration 74Q: 3 clusters Score -667384.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -667386.687500 Penalty: 3073.031250
	Iteration 75Q: 3 clusters Score -667386.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -667387.937500 Penalty: 3073.031250
	Iteration 76Q: 3 clusters Score -667387.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -667393.062500 Penalty: 3073.031250
	Iteration 77Q: 3 clusters Score -667393.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -667397.125000 Penalty: 3073.031250
	Iteration 78Q: 3 clusters Score -667397.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -667399.437500 Penalty: 3073.031250
	Iteration 79Q: 3 clusters Score -667399.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -667401.875000 Penalty: 3073.031250
	Iteration 80F: 3 clusters Score -667401.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -667405.187500 Penalty: 3073.031250
	Iteration 81Q: 3 clusters Score -667405.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -667411.000000 Penalty: 3073.031250
	Iteration 82Q: 3 clusters Score -667411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -667413.750000 Penalty: 3073.031250
	Iteration 83Q: 3 clusters Score -667413.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -667413.687500 Penalty: 3073.031250
	Iteration 84Q: 3 clusters Score -667413.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -667415.687500 Penalty: 3073.031250
	Iteration 85Q: 3 clusters Score -667415.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -667416.750000 Penalty: 3073.031250
	Iteration 86Q: 3 clusters Score -667416.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -667417.437500 Penalty: 3073.031250
	Iteration 87Q: 3 clusters Score -667417.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -667417.812500 Penalty: 3073.031250
	Iteration 88Q: 3 clusters Score -667417.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -667417.812500 Penalty: 3073.031250
	Iteration 89F: 3 clusters Score -667417.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Entering Unmasked Estep 
Score: -1122281.375000 Penalty: 1618.632080
	Iteration 0F: 2 clusters Score -1122281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1107854.625000 Penalty: 3237.264160
	Iteration 0F: 3 clusters Score -1107855 nChanged 9606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1112967.250000 Penalty: 3237.264160
	Iteration 1F: 3 clusters Score -1112967 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1113416.375000 Penalty: 3237.264160
	Iteration 2Q: 3 clusters Score -1113416 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1114089.125000 Penalty: 3237.264160
	Iteration 3F: 3 clusters Score -1114089 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1115098.375000 Penalty: 3237.264160
	Iteration 4F: 3 clusters Score -1115098 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1116363.750000 Penalty: 3237.264160
	Iteration 5F: 3 clusters Score -1116364 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1117642.375000 Penalty: 3237.264160
	Iteration 6F: 3 clusters Score -1117642 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1118843.250000 Penalty: 3237.264160
	Iteration 7F: 3 clusters Score -1118843 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1119778.875000 Penalty: 3237.264160
	Iteration 8F: 3 clusters Score -1119779 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1120469.625000 Penalty: 3237.264160
	Iteration 9Q: 3 clusters Score -1120470 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1120979.750000 Penalty: 3237.264160
	Iteration 10Q: 3 clusters Score -1120980 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1121279.250000 Penalty: 3237.264160
	Iteration 11Q: 3 clusters Score -1121279 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1121453.875000 Penalty: 3237.264160
	Iteration 12Q: 3 clusters Score -1121454 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1121579.375000 Penalty: 3237.264160
	Iteration 13Q: 3 clusters Score -1121579 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1121675.250000 Penalty: 3237.264160
	Iteration 14Q: 3 clusters Score -1121675 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1121751.375000 Penalty: 3237.264160
	Iteration 15Q: 3 clusters Score -1121751 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1121795.875000 Penalty: 3237.264160
	Iteration 16Q: 3 clusters Score -1121796 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1121824.125000 Penalty: 3237.264160
	Iteration 17Q: 3 clusters Score -1121824 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1121842.500000 Penalty: 3237.264160
	Iteration 18Q: 3 clusters Score -1121842 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1121853.125000 Penalty: 3237.264160
	Iteration 19Q: 3 clusters Score -1121853 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1121866.875000 Penalty: 3237.264160
	Iteration 20F: 3 clusters Score -1121867 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1121875.250000 Penalty: 3237.264160
	Iteration 21Q: 3 clusters Score -1121875 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1121884.125000 Penalty: 3237.264160
	Iteration 22Q: 3 clusters Score -1121884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1121890.125000 Penalty: 3237.264160
	Iteration 23Q: 3 clusters Score -1121890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1121892.000000 Penalty: 3237.264160
	Iteration 24Q: 3 clusters Score -1121892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1121894.875000 Penalty: 3237.264160
	Iteration 25Q: 3 clusters Score -1121895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1121896.000000 Penalty: 3237.264160
	Iteration 26Q: 3 clusters Score -1121896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1121894.750000 Penalty: 3237.264160
	Iteration 27Q: 3 clusters Score -1121895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1121897.375000 Penalty: 3237.264160
	Iteration 28Q: 3 clusters Score -1121897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1121898.625000 Penalty: 3237.264160
	Iteration 29Q: 3 clusters Score -1121899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1121900.500000 Penalty: 3237.264160
	Iteration 30Q: 3 clusters Score -1121900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1121901.125000 Penalty: 3237.264160
	Iteration 31Q: 3 clusters Score -1121901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1121900.875000 Penalty: 3237.264160
	Iteration 32Q: 3 clusters Score -1121901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1121900.875000 Penalty: 3237.264160
	Iteration 33F: 3 clusters Score -1121901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3356 members 
Mstep: Class 3 contains 18494 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6370 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 326452 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2919 members 
Mstep: Class 11 contains 1913 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 12210 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 14420 members 
Mstep: Class 22 contains 12778 members 
Mstep: Class 23 contains 21180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161866.000000 Penalty: 38156.070312
Iteration 279Q: 19 clusters Score -2.316187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3356 members 
Mstep: Class 3 contains 18494 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6370 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 326450 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2919 members 
Mstep: Class 11 contains 1913 members 
Mstep: Class 12 contains 5360 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 12210 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 14422 members 
Mstep: Class 22 contains 12778 members 
Mstep: Class 23 contains 21181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161848.000000 Penalty: 38156.070312
Iteration 280F: 19 clusters Score -2.316185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3356 members 
Mstep: Class 3 contains 18494 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6369 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 326446 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2919 members 
Mstep: Class 11 contains 1913 members 
Mstep: Class 12 contains 5360 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 12210 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 14427 members 
Mstep: Class 22 contains 12778 members 
Mstep: Class 23 contains 21181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161832.000000 Penalty: 38156.070312
Iteration 281Q: 19 clusters Score -2.316183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3356 members 
Mstep: Class 3 contains 18494 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6369 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 326443 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2919 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 12 contains 5360 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 12210 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 14431 members 
Mstep: Class 22 contains 12778 members 
Mstep: Class 23 contains 21181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161820.000000 Penalty: 38156.070312
Iteration 282Q: 19 clusters Score -2.316182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3356 members 
Mstep: Class 3 contains 18494 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6369 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 326440 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2919 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 12 contains 5360 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 12210 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 14433 members 
Mstep: Class 22 contains 12778 members 
Mstep: Class 23 contains 21182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161824.000000 Penalty: 38156.070312
Iteration 283Q: 19 clusters Score -2.316182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3356 members 
Mstep: Class 3 contains 18494 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6369 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 326436 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2919 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 12210 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 14434 members 
Mstep: Class 22 contains 12778 members 
Mstep: Class 23 contains 21184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161828.000000 Penalty: 38156.070312
Iteration 284Q: 19 clusters Score -2.316183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3356 members 
Mstep: Class 3 contains 18494 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6369 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 326433 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2919 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 12 contains 5363 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 12210 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 14436 members 
Mstep: Class 22 contains 12778 members 
Mstep: Class 23 contains 21183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161826.000000 Penalty: 38156.070312
Iteration 285Q: 19 clusters Score -2.316183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3356 members 
Mstep: Class 3 contains 18495 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6369 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 326433 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2919 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 12210 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 14434 members 
Mstep: Class 22 contains 12778 members 
Mstep: Class 23 contains 21183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161840.000000 Penalty: 38156.070312
Iteration 286Q: 19 clusters Score -2.316184e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3356 members 
Mstep: Class 3 contains 18498 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6369 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 326430 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2919 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 12 contains 5363 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 12210 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 14434 members 
Mstep: Class 22 contains 12779 members 
Mstep: Class 23 contains 21183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161836.000000 Penalty: 38156.070312
Iteration 287Q: 19 clusters Score -2.316184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3356 members 
Mstep: Class 3 contains 18499 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6369 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 326430 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2919 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 12 contains 5362 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 12210 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 14434 members 
Mstep: Class 22 contains 12779 members 
Mstep: Class 23 contains 21183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161848.000000 Penalty: 38156.070312
Iteration 288Q: 19 clusters Score -2.316185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3356 members 
Mstep: Class 3 contains 18499 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6369 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 326432 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2919 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 12 contains 5362 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 12209 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 14433 members 
Mstep: Class 22 contains 12779 members 
Mstep: Class 23 contains 21183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161828.000000 Penalty: 38156.070312
Iteration 289Q: 19 clusters Score -2.316183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3356 members 
Mstep: Class 3 contains 18499 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6368 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 326431 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2919 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 12 contains 5362 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 12209 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 14435 members 
Mstep: Class 22 contains 12779 members 
Mstep: Class 23 contains 21183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161842.000000 Penalty: 38156.070312
Iteration 290Q: 19 clusters Score -2.316184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3356 members 
Mstep: Class 3 contains 18499 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6368 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 326430 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2919 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 12 contains 5362 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 12209 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 14437 members 
Mstep: Class 22 contains 12779 members 
Mstep: Class 23 contains 21182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161830.000000 Penalty: 38156.070312
Iteration 291Q: 19 clusters Score -2.316183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3356 members 
Mstep: Class 3 contains 18499 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6368 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 326430 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2919 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 12 contains 5362 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 12209 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 14438 members 
Mstep: Class 22 contains 12779 members 
Mstep: Class 23 contains 21181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161846.000000 Penalty: 38156.070312
Iteration 292Q: 19 clusters Score -2.316185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3356 members 
Mstep: Class 3 contains 18499 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6368 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 326427 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2919 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 12 contains 5362 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 12209 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 14444 members 
Mstep: Class 22 contains 12779 members 
Mstep: Class 23 contains 21178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161854.000000 Penalty: 38156.070312
Iteration 293Q: 19 clusters Score -2.316185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3356 members 
Mstep: Class 3 contains 18499 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6368 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 326425 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2919 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 12 contains 5362 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 12209 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 14448 members 
Mstep: Class 22 contains 12779 members 
Mstep: Class 23 contains 21176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161842.000000 Penalty: 38156.070312
Iteration 294Q: 19 clusters Score -2.316184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3356 members 
Mstep: Class 3 contains 18499 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6368 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 326425 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2919 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 12 contains 5362 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 12209 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 14447 members 
Mstep: Class 22 contains 12779 members 
Mstep: Class 23 contains 21177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161858.000000 Penalty: 38156.070312
Iteration 295Q: 19 clusters Score -2.316186e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3356 members 
Mstep: Class 3 contains 18499 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 6368 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 326425 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 2919 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 12 contains 5362 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 18 contains 12209 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 14447 members 
Mstep: Class 22 contains 12779 members 
Mstep: Class 23 contains 21177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161858.000000 Penalty: 38156.070312
Iteration 296F: 19 clusters Score -2.316186e+07 nChanged 0
Entering ConstructFrom: 
Score: -23161858.000000 Penalty: 38156.070312
Entering ConstructFrom: 
Trying to split cluster 1 (13369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Entering Unmasked Estep 
Score: -677971.125000 Penalty: 1543.862793
	Iteration 0F: 2 clusters Score -677971.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -668622.687500 Penalty: 3087.725586
	Iteration 0F: 3 clusters Score -668622.7 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -671734.500000 Penalty: 3087.725586
	Iteration 1F: 3 clusters Score -671734.5 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -671981.812500 Penalty: 3087.725586
	Iteration 2F: 3 clusters Score -671981.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -672183.812500 Penalty: 3087.725586
	Iteration 3Q: 3 clusters Score -672183.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -672364.750000 Penalty: 3087.725586
	Iteration 4Q: 3 clusters Score -672364.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -672536.562500 Penalty: 3087.725586
	Iteration 5Q: 3 clusters Score -672536.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -672713.625000 Penalty: 3087.725586
	Iteration 6Q: 3 clusters Score -672713.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -672908.437500 Penalty: 3087.725586
	Iteration 7Q: 3 clusters Score -672908.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -673112.500000 Penalty: 3087.725586
	Iteration 8Q: 3 clusters Score -673112.5 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -673345.125000 Penalty: 3087.725586
	Iteration 9Q: 3 clusters Score -673345.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -673609.000000 Penalty: 3087.725586
	Iteration 10Q: 3 clusters Score -673609 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -673897.812500 Penalty: 3087.725586
	Iteration 11Q: 3 clusters Score -673897.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -674207.812500 Penalty: 3087.725586
	Iteration 12Q: 3 clusters Score -674207.8 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -674537.687500 Penalty: 3087.725586
	Iteration 13Q: 3 clusters Score -674537.7 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -674882.125000 Penalty: 3087.725586
	Iteration 14Q: 3 clusters Score -674882.1 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -675364.437500 Penalty: 3087.725586
	Iteration 15Q: 3 clusters Score -675364.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -675893.187500 Penalty: 3087.725586
	Iteration 16Q: 3 clusters Score -675893.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -676207.812500 Penalty: 3087.725586
	Iteration 17Q: 3 clusters Score -676207.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -676380.062500 Penalty: 3087.725586
	Iteration 18Q: 3 clusters Score -676380.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -676491.250000 Penalty: 3087.725586
	Iteration 19Q: 3 clusters Score -676491.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -676580.625000 Penalty: 3087.725586
	Iteration 20F: 3 clusters Score -676580.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -676637.500000 Penalty: 3087.725586
	Iteration 21Q: 3 clusters Score -676637.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -676679.937500 Penalty: 3087.725586
	Iteration 22Q: 3 clusters Score -676679.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -676708.187500 Penalty: 3087.725586
	Iteration 23Q: 3 clusters Score -676708.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -676725.875000 Penalty: 3087.725586
	Iteration 24Q: 3 clusters Score -676725.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -676739.062500 Penalty: 3087.725586
	Iteration 25Q: 3 clusters Score -676739.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -676750.312500 Penalty: 3087.725586
	Iteration 26Q: 3 clusters Score -676750.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -676759.562500 Penalty: 3087.725586
	Iteration 27Q: 3 clusters Score -676759.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -676766.625000 Penalty: 3087.725586
	Iteration 28Q: 3 clusters Score -676766.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -676775.312500 Penalty: 3087.725586
	Iteration 29Q: 3 clusters Score -676775.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -676780.437500 Penalty: 3087.725586
	Iteration 30Q: 3 clusters Score -676780.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -676783.562500 Penalty: 3087.725586
	Iteration 31Q: 3 clusters Score -676783.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -676786.875000 Penalty: 3087.725586
	Iteration 32Q: 3 clusters Score -676786.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -676788.250000 Penalty: 3087.725586
	Iteration 33Q: 3 clusters Score -676788.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -676789.562500 Penalty: 3087.725586
	Iteration 34Q: 3 clusters Score -676789.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -676792.875000 Penalty: 3087.725586
	Iteration 35Q: 3 clusters Score -676792.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -676792.562500 Penalty: 3087.725586
	Iteration 36Q: 3 clusters Score -676792.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -676792.750000 Penalty: 3087.725586
	Iteration 37Q: 3 clusters Score -676792.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -676798.500000 Penalty: 3087.725586
	Iteration 38Q: 3 clusters Score -676798.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -676799.125000 Penalty: 3087.725586
	Iteration 39Q: 3 clusters Score -676799.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -676802.312500 Penalty: 3087.725586
	Iteration 40F: 3 clusters Score -676802.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -676804.125000 Penalty: 3087.725586
	Iteration 41Q: 3 clusters Score -676804.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -676806.125000 Penalty: 3087.725586
	Iteration 42Q: 3 clusters Score -676806.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -676807.937500 Penalty: 3087.725586
	Iteration 43Q: 3 clusters Score -676807.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -676808.687500 Penalty: 3087.725586
	Iteration 44Q: 3 clusters Score -676808.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -676815.062500 Penalty: 3087.725586
	Iteration 45Q: 3 clusters Score -676815.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -676813.625000 Penalty: 3087.725586
	Iteration 46Q: 3 clusters Score -676813.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -676818.062500 Penalty: 3087.725586
	Iteration 47Q: 3 clusters Score -676818.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -676820.875000 Penalty: 3087.725586
	Iteration 48Q: 3 clusters Score -676820.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -676823.062500 Penalty: 3087.725586
	Iteration 49Q: 3 clusters Score -676823.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -676824.250000 Penalty: 3087.725586
	Iteration 50Q: 3 clusters Score -676824.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -676825.687500 Penalty: 3087.725586
	Iteration 51Q: 3 clusters Score -676825.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -676827.187500 Penalty: 3087.725586
	Iteration 52Q: 3 clusters Score -676827.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -676827.375000 Penalty: 3087.725586
	Iteration 53Q: 3 clusters Score -676827.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -676830.312500 Penalty: 3087.725586
	Iteration 54Q: 3 clusters Score -676830.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -676830.375000 Penalty: 3087.725586
	Iteration 55Q: 3 clusters Score -676830.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -676831.375000 Penalty: 3087.725586
	Iteration 56Q: 3 clusters Score -676831.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -676831.062500 Penalty: 3087.725586
	Iteration 57Q: 3 clusters Score -676831.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -676833.062500 Penalty: 3087.725586
	Iteration 58Q: 3 clusters Score -676833.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -676832.062500 Penalty: 3087.725586
	Iteration 59Q: 3 clusters Score -676832.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -676833.250000 Penalty: 3087.725586
	Iteration 60F: 3 clusters Score -676833.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -676835.187500 Penalty: 3087.725586
	Iteration 61Q: 3 clusters Score -676835.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -676835.062500 Penalty: 3087.725586
	Iteration 62Q: 3 clusters Score -676835.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -676835.062500 Penalty: 3087.725586
	Iteration 63F: 3 clusters Score -676835.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Entering Unmasked Estep 
Score: -170469.937500 Penalty: 1319.257080
	Iteration 0F: 2 clusters Score -170469.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -167499.296875 Penalty: 2638.514160
	Iteration 0F: 3 clusters Score -167499.3 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -168210.875000 Penalty: 2638.514160
	Iteration 1F: 3 clusters Score -168210.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -168383.796875 Penalty: 2638.514160
	Iteration 2F: 3 clusters Score -168383.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -168517.406250 Penalty: 2638.514160
	Iteration 3F: 3 clusters Score -168517.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -168658.078125 Penalty: 2638.514160
	Iteration 4F: 3 clusters Score -168658.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -168819.468750 Penalty: 2638.514160
	Iteration 5F: 3 clusters Score -168819.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -168950.125000 Penalty: 2638.514160
	Iteration 6F: 3 clusters Score -168950.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -169074.765625 Penalty: 2638.514160
	Iteration 7Q: 3 clusters Score -169074.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -169180.062500 Penalty: 2638.514160
	Iteration 8Q: 3 clusters Score -169180.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -169254.437500 Penalty: 2638.514160
	Iteration 9Q: 3 clusters Score -169254.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -169300.703125 Penalty: 2638.514160
	Iteration 10Q: 3 clusters Score -169300.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -169331.968750 Penalty: 2638.514160
	Iteration 11Q: 3 clusters Score -169332 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -169356.453125 Penalty: 2638.514160
	Iteration 12Q: 3 clusters Score -169356.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -169382.984375 Penalty: 2638.514160
	Iteration 13Q: 3 clusters Score -169383 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -169398.500000 Penalty: 2638.514160
	Iteration 14Q: 3 clusters Score -169398.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -169412.281250 Penalty: 2638.514160
	Iteration 15Q: 3 clusters Score -169412.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -169418.937500 Penalty: 2638.514160
	Iteration 16Q: 3 clusters Score -169418.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -169424.843750 Penalty: 2638.514160
	Iteration 17Q: 3 clusters Score -169424.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -169432.421875 Penalty: 2638.514160
	Iteration 18Q: 3 clusters Score -169432.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -169437.484375 Penalty: 2638.514160
	Iteration 19Q: 3 clusters Score -169437.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -169441.625000 Penalty: 2638.514160
	Iteration 20F: 3 clusters Score -169441.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -169448.218750 Penalty: 2638.514160
	Iteration 21Q: 3 clusters Score -169448.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -169454.234375 Penalty: 2638.514160
	Iteration 22Q: 3 clusters Score -169454.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -169457.437500 Penalty: 2638.514160
	Iteration 23Q: 3 clusters Score -169457.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -169459.656250 Penalty: 2638.514160
	Iteration 24Q: 3 clusters Score -169459.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -169461.171875 Penalty: 2638.514160
	Iteration 25Q: 3 clusters Score -169461.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -169462.718750 Penalty: 2638.514160
	Iteration 26Q: 3 clusters Score -169462.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -169464.109375 Penalty: 2638.514160
	Iteration 27Q: 3 clusters Score -169464.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -169464.859375 Penalty: 2638.514160
	Iteration 28Q: 3 clusters Score -169464.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -169466.468750 Penalty: 2638.514160
	Iteration 29Q: 3 clusters Score -169466.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -169466.953125 Penalty: 2638.514160
	Iteration 30Q: 3 clusters Score -169467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -169466.953125 Penalty: 2638.514160
	Iteration 31F: 3 clusters Score -169467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Entering Unmasked Estep 
Score: -990706.250000 Penalty: 1596.639160
	Iteration 0F: 2 clusters Score -990706.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -978104.750000 Penalty: 3193.278320
	Iteration 0F: 3 clusters Score -978104.8 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -982513.312500 Penalty: 3193.278320
	Iteration 1F: 3 clusters Score -982513.3 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -982764.312500 Penalty: 3193.278320
	Iteration 2Q: 3 clusters Score -982764.3 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -983027.125000 Penalty: 3193.278320
	Iteration 3Q: 3 clusters Score -983027.1 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -983360.187500 Penalty: 3193.278320
	Iteration 4Q: 3 clusters Score -983360.2 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -983778.312500 Penalty: 3193.278320
	Iteration 5Q: 3 clusters Score -983778.3 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -984453.937500 Penalty: 3193.278320
	Iteration 6F: 3 clusters Score -984453.9 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -985508.687500 Penalty: 3193.278320
	Iteration 7F: 3 clusters Score -985508.7 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -986720.125000 Penalty: 3193.278320
	Iteration 8F: 3 clusters Score -986720.1 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -987823.812500 Penalty: 3193.278320
	Iteration 9F: 3 clusters Score -987823.8 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -988583.312500 Penalty: 3193.278320
	Iteration 10Q: 3 clusters Score -988583.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -988933.312500 Penalty: 3193.278320
	Iteration 11Q: 3 clusters Score -988933.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -989115.687500 Penalty: 3193.278320
	Iteration 12Q: 3 clusters Score -989115.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -989211.125000 Penalty: 3193.278320
	Iteration 13Q: 3 clusters Score -989211.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -989280.062500 Penalty: 3193.278320
	Iteration 14Q: 3 clusters Score -989280.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -989316.062500 Penalty: 3193.278320
	Iteration 15Q: 3 clusters Score -989316.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -989336.312500 Penalty: 3193.278320
	Iteration 16Q: 3 clusters Score -989336.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -989345.937500 Penalty: 3193.278320
	Iteration 17Q: 3 clusters Score -989345.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -989354.375000 Penalty: 3193.278320
	Iteration 18Q: 3 clusters Score -989354.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -989359.437500 Penalty: 3193.278320
	Iteration 19Q: 3 clusters Score -989359.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -989361.687500 Penalty: 3193.278320
	Iteration 20F: 3 clusters Score -989361.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -989361.937500 Penalty: 3193.278320
	Iteration 21Q: 3 clusters Score -989361.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -989369.250000 Penalty: 3193.278320
	Iteration 22Q: 3 clusters Score -989369.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -989370.937500 Penalty: 3193.278320
	Iteration 23Q: 3 clusters Score -989370.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -989377.312500 Penalty: 3193.278320
	Iteration 24Q: 3 clusters Score -989377.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -989380.875000 Penalty: 3193.278320
	Iteration 25Q: 3 clusters Score -989380.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -989381.875000 Penalty: 3193.278320
	Iteration 26Q: 3 clusters Score -989381.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -989381.875000 Penalty: 3193.278320
	Iteration 27F: 3 clusters Score -989381.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Entering Unmasked Estep 
Score: -103957.085938 Penalty: 1250.264771
	Iteration 0F: 2 clusters Score -103957.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -101740.195312 Penalty: 2500.529541
	Iteration 0F: 3 clusters Score -101740.2 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -102247.867188 Penalty: 2500.529541
	Iteration 1F: 3 clusters Score -102247.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -102400.515625 Penalty: 2500.529541
	Iteration 2F: 3 clusters Score -102400.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -102519.406250 Penalty: 2500.529541
	Iteration 3F: 3 clusters Score -102519.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -102616.546875 Penalty: 2500.529541
	Iteration 4F: 3 clusters Score -102616.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -102691.750000 Penalty: 2500.529541
	Iteration 5Q: 3 clusters Score -102691.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -102753.453125 Penalty: 2500.529541
	Iteration 6Q: 3 clusters Score -102753.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -102804.757812 Penalty: 2500.529541
	Iteration 7Q: 3 clusters Score -102804.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -102848.882812 Penalty: 2500.529541
	Iteration 8Q: 3 clusters Score -102848.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -102887.625000 Penalty: 2500.529541
	Iteration 9Q: 3 clusters Score -102887.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -102921.273438 Penalty: 2500.529541
	Iteration 10Q: 3 clusters Score -102921.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -102950.093750 Penalty: 2500.529541
	Iteration 11Q: 3 clusters Score -102950.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -102975.820312 Penalty: 2500.529541
	Iteration 12Q: 3 clusters Score -102975.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -102994.828125 Penalty: 2500.529541
	Iteration 13Q: 3 clusters Score -102994.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -103005.976562 Penalty: 2500.529541
	Iteration 14Q: 3 clusters Score -103006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -103019.906250 Penalty: 2500.529541
	Iteration 15Q: 3 clusters Score -103019.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -103025.554688 Penalty: 2500.529541
	Iteration 16Q: 3 clusters Score -103025.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -103028.960938 Penalty: 2500.529541
	Iteration 17Q: 3 clusters Score -103029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -103034.937500 Penalty: 2500.529541
	Iteration 18Q: 3 clusters Score -103034.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -103040.515625 Penalty: 2500.529541
	Iteration 19Q: 3 clusters Score -103040.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -103048.929688 Penalty: 2500.529541
	Iteration 20F: 3 clusters Score -103048.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -103054.812500 Penalty: 2500.529541
	Iteration 21Q: 3 clusters Score -103054.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -103058.171875 Penalty: 2500.529541
	Iteration 22Q: 3 clusters Score -103058.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -103060.070312 Penalty: 2500.529541
	Iteration 23Q: 3 clusters Score -103060.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -103060.953125 Penalty: 2500.529541
	Iteration 24Q: 3 clusters Score -103061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -103064.085938 Penalty: 2500.529541
	Iteration 25Q: 3 clusters Score -103064.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -103068.234375 Penalty: 2500.529541
	Iteration 26Q: 3 clusters Score -103068.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -103070.523438 Penalty: 2500.529541
	Iteration 27Q: 3 clusters Score -103070.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -103072.632812 Penalty: 2500.529541
	Iteration 28Q: 3 clusters Score -103072.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -103074.875000 Penalty: 2500.529541
	Iteration 29Q: 3 clusters Score -103074.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -103075.914062 Penalty: 2500.529541
	Iteration 30Q: 3 clusters Score -103075.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -103075.914062 Penalty: 2500.529541
	Iteration 31F: 3 clusters Score -103075.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Entering Unmasked Estep 
Score: -190301.093750 Penalty: 1320.895020
	Iteration 0F: 2 clusters Score -190301.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -187312.000000 Penalty: 2641.790039
	Iteration 0F: 3 clusters Score -187312 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -188034.984375 Penalty: 2641.790039
	Iteration 1F: 3 clusters Score -188035 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -188187.593750 Penalty: 2641.790039
	Iteration 2F: 3 clusters Score -188187.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -188279.546875 Penalty: 2641.790039
	Iteration 3F: 3 clusters Score -188279.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -188356.031250 Penalty: 2641.790039
	Iteration 4Q: 3 clusters Score -188356 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -188405.984375 Penalty: 2641.790039
	Iteration 5Q: 3 clusters Score -188406 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -188452.968750 Penalty: 2641.790039
	Iteration 6Q: 3 clusters Score -188453 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -188505.562500 Penalty: 2641.790039
	Iteration 7Q: 3 clusters Score -188505.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -188556.171875 Penalty: 2641.790039
	Iteration 8Q: 3 clusters Score -188556.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -188593.421875 Penalty: 2641.790039
	Iteration 9Q: 3 clusters Score -188593.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -188616.984375 Penalty: 2641.790039
	Iteration 10Q: 3 clusters Score -188617 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -188641.375000 Penalty: 2641.790039
	Iteration 11Q: 3 clusters Score -188641.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -188659.703125 Penalty: 2641.790039
	Iteration 12Q: 3 clusters Score -188659.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -188676.031250 Penalty: 2641.790039
	Iteration 13Q: 3 clusters Score -188676 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -188693.046875 Penalty: 2641.790039
	Iteration 14Q: 3 clusters Score -188693 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -188713.562500 Penalty: 2641.790039
	Iteration 15Q: 3 clusters Score -188713.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -188729.953125 Penalty: 2641.790039
	Iteration 16Q: 3 clusters Score -188730 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -188742.312500 Penalty: 2641.790039
	Iteration 17Q: 3 clusters Score -188742.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -188761.171875 Penalty: 2641.790039
	Iteration 18Q: 3 clusters Score -188761.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -188779.531250 Penalty: 2641.790039
	Iteration 19Q: 3 clusters Score -188779.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -188799.718750 Penalty: 2641.790039
	Iteration 20F: 3 clusters Score -188799.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -188817.578125 Penalty: 2641.790039
	Iteration 21Q: 3 clusters Score -188817.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -188838.375000 Penalty: 2641.790039
	Iteration 22Q: 3 clusters Score -188838.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -188859.296875 Penalty: 2641.790039
	Iteration 23Q: 3 clusters Score -188859.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -188873.468750 Penalty: 2641.790039
	Iteration 24Q: 3 clusters Score -188873.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -188899.156250 Penalty: 2641.790039
	Iteration 25Q: 3 clusters Score -188899.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -188927.859375 Penalty: 2641.790039
	Iteration 26Q: 3 clusters Score -188927.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -188950.359375 Penalty: 2641.790039
	Iteration 27Q: 3 clusters Score -188950.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -188974.968750 Penalty: 2641.790039
	Iteration 28Q: 3 clusters Score -188975 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -188997.843750 Penalty: 2641.790039
	Iteration 29Q: 3 clusters Score -188997.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -189014.203125 Penalty: 2641.790039
	Iteration 30Q: 3 clusters Score -189014.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -189029.562500 Penalty: 2641.790039
	Iteration 31Q: 3 clusters Score -189029.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -189042.062500 Penalty: 2641.790039
	Iteration 32Q: 3 clusters Score -189042.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -189058.625000 Penalty: 2641.790039
	Iteration 33Q: 3 clusters Score -189058.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -189069.062500 Penalty: 2641.790039
	Iteration 34Q: 3 clusters Score -189069.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -189084.156250 Penalty: 2641.790039
	Iteration 35Q: 3 clusters Score -189084.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -189095.250000 Penalty: 2641.790039
	Iteration 36Q: 3 clusters Score -189095.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -189099.921875 Penalty: 2641.790039
	Iteration 37Q: 3 clusters Score -189099.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -189106.531250 Penalty: 2641.790039
	Iteration 38Q: 3 clusters Score -189106.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -189110.546875 Penalty: 2641.790039
	Iteration 39Q: 3 clusters Score -189110.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -189113.906250 Penalty: 2641.790039
	Iteration 40F: 3 clusters Score -189113.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -189117.875000 Penalty: 2641.790039
	Iteration 41Q: 3 clusters Score -189117.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -189119.671875 Penalty: 2641.790039
	Iteration 42Q: 3 clusters Score -189119.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -189124.218750 Penalty: 2641.790039
	Iteration 43Q: 3 clusters Score -189124.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -189127.187500 Penalty: 2641.790039
	Iteration 44Q: 3 clusters Score -189127.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -189129.843750 Penalty: 2641.790039
	Iteration 45Q: 3 clusters Score -189129.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -189133.250000 Penalty: 2641.790039
	Iteration 46Q: 3 clusters Score -189133.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -189135.921875 Penalty: 2641.790039
	Iteration 47Q: 3 clusters Score -189135.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -189136.562500 Penalty: 2641.790039
	Iteration 48Q: 3 clusters Score -189136.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -189137.500000 Penalty: 2641.790039
	Iteration 49Q: 3 clusters Score -189137.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -189137.500000 Penalty: 2641.790039
	Iteration 50F: 3 clusters Score -189137.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Entering Unmasked Estep 
Score: -327921.406250 Penalty: 1423.344116
	Iteration 0F: 2 clusters Score -327921.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -323021.562500 Penalty: 2846.688232
	Iteration 0F: 3 clusters Score -323021.6 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -324417.781250 Penalty: 2846.688232
	Iteration 1F: 3 clusters Score -324417.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -324620.968750 Penalty: 2846.688232
	Iteration 2F: 3 clusters Score -324621 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -324748.906250 Penalty: 2846.688232
	Iteration 3Q: 3 clusters Score -324748.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -324838.593750 Penalty: 2846.688232
	Iteration 4Q: 3 clusters Score -324838.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -324923.625000 Penalty: 2846.688232
	Iteration 5Q: 3 clusters Score -324923.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -325007.937500 Penalty: 2846.688232
	Iteration 6Q: 3 clusters Score -325007.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -325115.093750 Penalty: 2846.688232
	Iteration 7Q: 3 clusters Score -325115.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -325264.218750 Penalty: 2846.688232
	Iteration 8Q: 3 clusters Score -325264.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -325398.906250 Penalty: 2846.688232
	Iteration 9Q: 3 clusters Score -325398.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -325532.656250 Penalty: 2846.688232
	Iteration 10Q: 3 clusters Score -325532.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -325701.406250 Penalty: 2846.688232
	Iteration 11Q: 3 clusters Score -325701.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -325884.843750 Penalty: 2846.688232
	Iteration 12Q: 3 clusters Score -325884.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -326096.593750 Penalty: 2846.688232
	Iteration 13Q: 3 clusters Score -326096.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -326289.062500 Penalty: 2846.688232
	Iteration 14Q: 3 clusters Score -326289.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -326473.250000 Penalty: 2846.688232
	Iteration 15Q: 3 clusters Score -326473.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -326606.750000 Penalty: 2846.688232
	Iteration 16Q: 3 clusters Score -326606.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -326706.968750 Penalty: 2846.688232
	Iteration 17Q: 3 clusters Score -326707 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -326779.750000 Penalty: 2846.688232
	Iteration 18Q: 3 clusters Score -326779.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -326819.093750 Penalty: 2846.688232
	Iteration 19Q: 3 clusters Score -326819.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -326847.562500 Penalty: 2846.688232
	Iteration 20F: 3 clusters Score -326847.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -326868.406250 Penalty: 2846.688232
	Iteration 21Q: 3 clusters Score -326868.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -326889.468750 Penalty: 2846.688232
	Iteration 22Q: 3 clusters Score -326889.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -326905.781250 Penalty: 2846.688232
	Iteration 23Q: 3 clusters Score -326905.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -326917.437500 Penalty: 2846.688232
	Iteration 24Q: 3 clusters Score -326917.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -326925.125000 Penalty: 2846.688232
	Iteration 25Q: 3 clusters Score -326925.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -326933.312500 Penalty: 2846.688232
	Iteration 26Q: 3 clusters Score -326933.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -326937.000000 Penalty: 2846.688232
	Iteration 27Q: 3 clusters Score -326937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -326940.906250 Penalty: 2846.688232
	Iteration 28Q: 3 clusters Score -326940.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -326940.906250 Penalty: 2846.688232
	Iteration 29F: 3 clusters Score -326940.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Entering Unmasked Estep 
Score: -570896.500000 Penalty: 1505.303589
	Iteration 0F: 2 clusters Score -570896.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -563357.375000 Penalty: 3010.607178
	Iteration 0F: 3 clusters Score -563357.4 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -565701.000000 Penalty: 3010.607178
	Iteration 1F: 3 clusters Score -565701 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -565907.062500 Penalty: 3010.607178
	Iteration 2F: 3 clusters Score -565907.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -566049.062500 Penalty: 3010.607178
	Iteration 3Q: 3 clusters Score -566049.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -566146.812500 Penalty: 3010.607178
	Iteration 4Q: 3 clusters Score -566146.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -566234.625000 Penalty: 3010.607178
	Iteration 5Q: 3 clusters Score -566234.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -566301.562500 Penalty: 3010.607178
	Iteration 6Q: 3 clusters Score -566301.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -566355.625000 Penalty: 3010.607178
	Iteration 7Q: 3 clusters Score -566355.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -566419.312500 Penalty: 3010.607178
	Iteration 8Q: 3 clusters Score -566419.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -566488.937500 Penalty: 3010.607178
	Iteration 9Q: 3 clusters Score -566488.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -566554.562500 Penalty: 3010.607178
	Iteration 10Q: 3 clusters Score -566554.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -566637.375000 Penalty: 3010.607178
	Iteration 11Q: 3 clusters Score -566637.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -566735.000000 Penalty: 3010.607178
	Iteration 12Q: 3 clusters Score -566735 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -566833.312500 Penalty: 3010.607178
	Iteration 13Q: 3 clusters Score -566833.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -566950.687500 Penalty: 3010.607178
	Iteration 14Q: 3 clusters Score -566950.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -567103.312500 Penalty: 3010.607178
	Iteration 15Q: 3 clusters Score -567103.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -567286.062500 Penalty: 3010.607178
	Iteration 16Q: 3 clusters Score -567286.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -567528.937500 Penalty: 3010.607178
	Iteration 17Q: 3 clusters Score -567528.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -567847.437500 Penalty: 3010.607178
	Iteration 18Q: 3 clusters Score -567847.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -568206.250000 Penalty: 3010.607178
	Iteration 19Q: 3 clusters Score -568206.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -568496.750000 Penalty: 3010.607178
	Iteration 20F: 3 clusters Score -568496.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -568756.062500 Penalty: 3010.607178
	Iteration 21Q: 3 clusters Score -568756.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -568973.000000 Penalty: 3010.607178
	Iteration 22Q: 3 clusters Score -568973 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -569160.750000 Penalty: 3010.607178
	Iteration 23Q: 3 clusters Score -569160.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -569278.937500 Penalty: 3010.607178
	Iteration 24Q: 3 clusters Score -569278.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -569374.812500 Penalty: 3010.607178
	Iteration 25Q: 3 clusters Score -569374.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -569432.312500 Penalty: 3010.607178
	Iteration 26Q: 3 clusters Score -569432.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -569469.187500 Penalty: 3010.607178
	Iteration 27Q: 3 clusters Score -569469.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -569500.125000 Penalty: 3010.607178
	Iteration 28Q: 3 clusters Score -569500.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -569523.687500 Penalty: 3010.607178
	Iteration 29Q: 3 clusters Score -569523.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -569542.812500 Penalty: 3010.607178
	Iteration 30Q: 3 clusters Score -569542.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -569549.437500 Penalty: 3010.607178
	Iteration 31Q: 3 clusters Score -569549.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -569555.812500 Penalty: 3010.607178
	Iteration 32Q: 3 clusters Score -569555.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -569559.812500 Penalty: 3010.607178
	Iteration 33Q: 3 clusters Score -569559.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -569564.812500 Penalty: 3010.607178
	Iteration 34Q: 3 clusters Score -569564.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -569569.375000 Penalty: 3010.607178
	Iteration 35Q: 3 clusters Score -569569.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -569572.187500 Penalty: 3010.607178
	Iteration 36Q: 3 clusters Score -569572.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -569573.312500 Penalty: 3010.607178
	Iteration 37Q: 3 clusters Score -569573.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -569575.750000 Penalty: 3010.607178
	Iteration 38Q: 3 clusters Score -569575.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -569577.625000 Penalty: 3010.607178
	Iteration 39Q: 3 clusters Score -569577.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -569579.187500 Penalty: 3010.607178
	Iteration 40F: 3 clusters Score -569579.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (326425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326425 members 
Entering Unmasked Estep 
Score: -16582935.000000 Penalty: 2063.092773
	Iteration 0F: 2 clusters Score -1.658294e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162954 members 
Mstep: Class 2 contains 163471 members 
Entering Unmasked Estep 
Score: -16362472.000000 Penalty: 4126.185547
	Iteration 0F: 3 clusters Score -1.636247e+07 nChanged 159387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158473 members 
Mstep: Class 2 contains 167952 members 
Entering Unmasked Estep 
Score: -16459422.000000 Penalty: 4126.185547
	Iteration 1F: 3 clusters Score -1.645942e+07 nChanged 9470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156435 members 
Mstep: Class 2 contains 169990 members 
Entering Unmasked Estep 
Score: -16461787.000000 Penalty: 4126.185547
	Iteration 2Q: 3 clusters Score -1.646179e+07 nChanged 10863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153132 members 
Mstep: Class 2 contains 173293 members 
Entering Unmasked Estep 
Score: -16464995.000000 Penalty: 4126.185547
	Iteration 3Q: 3 clusters Score -1.6465e+07 nChanged 13038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147778 members 
Mstep: Class 2 contains 178647 members 
Entering Unmasked Estep 
Score: -16470101.000000 Penalty: 4126.185547
	Iteration 4Q: 3 clusters Score -1.64701e+07 nChanged 15449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139763 members 
Mstep: Class 2 contains 186662 members 
Entering Unmasked Estep 
Score: -16477679.000000 Penalty: 4126.185547
	Iteration 5Q: 3 clusters Score -1.647768e+07 nChanged 18535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128524 members 
Mstep: Class 2 contains 197901 members 
Entering Unmasked Estep 
Score: -16489190.000000 Penalty: 4126.185547
	Iteration 6F: 3 clusters Score -1.648919e+07 nChanged 21017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114277 members 
Mstep: Class 2 contains 212148 members 
Entering Unmasked Estep 
Score: -16505173.000000 Penalty: 4126.185547
	Iteration 7F: 3 clusters Score -1.650517e+07 nChanged 21556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99257 members 
Mstep: Class 2 contains 227168 members 
Entering Unmasked Estep 
Score: -16523940.000000 Penalty: 4126.185547
	Iteration 8F: 3 clusters Score -1.652394e+07 nChanged 19148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86599 members 
Mstep: Class 2 contains 239826 members 
Entering Unmasked Estep 
Score: -16540299.000000 Penalty: 4126.185547
	Iteration 9F: 3 clusters Score -1.65403e+07 nChanged 14454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77737 members 
Mstep: Class 2 contains 248688 members 
Entering Unmasked Estep 
Score: -16550392.000000 Penalty: 4126.185547
	Iteration 10Q: 3 clusters Score -1.655039e+07 nChanged 10013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71532 members 
Mstep: Class 2 contains 254893 members 
Entering Unmasked Estep 
Score: -16555761.000000 Penalty: 4126.185547
	Iteration 11Q: 3 clusters Score -1.655576e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66703 members 
Mstep: Class 2 contains 259722 members 
Entering Unmasked Estep 
Score: -16558494.000000 Penalty: 4126.185547
	Iteration 12Q: 3 clusters Score -1.655849e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62631 members 
Mstep: Class 2 contains 263794 members 
Entering Unmasked Estep 
Score: -16560014.000000 Penalty: 4126.185547
	Iteration 13Q: 3 clusters Score -1.656001e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58888 members 
Mstep: Class 2 contains 267537 members 
Entering Unmasked Estep 
Score: -16561339.000000 Penalty: 4126.185547
	Iteration 14Q: 3 clusters Score -1.656134e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55451 members 
Mstep: Class 2 contains 270974 members 
Entering Unmasked Estep 
Score: -16562352.000000 Penalty: 4126.185547
	Iteration 15Q: 3 clusters Score -1.656235e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52060 members 
Mstep: Class 2 contains 274365 members 
Entering Unmasked Estep 
Score: -16563304.000000 Penalty: 4126.185547
	Iteration 16Q: 3 clusters Score -1.65633e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 277758 members 
Entering Unmasked Estep 
Score: -16564278.000000 Penalty: 4126.185547
	Iteration 17Q: 3 clusters Score -1.656428e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 281113 members 
Entering Unmasked Estep 
Score: -16565079.000000 Penalty: 4126.185547
	Iteration 18Q: 3 clusters Score -1.656508e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 284572 members 
Entering Unmasked Estep 
Score: -16566108.000000 Penalty: 4126.185547
	Iteration 19Q: 3 clusters Score -1.656611e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 288120 members 
Entering Unmasked Estep 
Score: -16567243.000000 Penalty: 4126.185547
	Iteration 20F: 3 clusters Score -1.656724e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 291825 members 
Entering Unmasked Estep 
Score: -16568665.000000 Penalty: 4126.185547
	Iteration 21Q: 3 clusters Score -1.656866e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 295553 members 
Entering Unmasked Estep 
Score: -16569925.000000 Penalty: 4126.185547
	Iteration 22Q: 3 clusters Score -1.656992e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 299247 members 
Entering Unmasked Estep 
Score: -16571224.000000 Penalty: 4126.185547
	Iteration 23Q: 3 clusters Score -1.657122e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 302943 members 
Entering Unmasked Estep 
Score: -16572788.000000 Penalty: 4126.185547
	Iteration 24Q: 3 clusters Score -1.657279e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 306562 members 
Entering Unmasked Estep 
Score: -16574217.000000 Penalty: 4126.185547
	Iteration 25Q: 3 clusters Score -1.657422e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 309934 members 
Entering Unmasked Estep 
Score: -16575655.000000 Penalty: 4126.185547
	Iteration 26Q: 3 clusters Score -1.657566e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 312924 members 
Entering Unmasked Estep 
Score: -16576938.000000 Penalty: 4126.185547
	Iteration 27Q: 3 clusters Score -1.657694e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 315451 members 
Entering Unmasked Estep 
Score: -16578004.000000 Penalty: 4126.185547
	Iteration 28Q: 3 clusters Score -1.6578e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 317477 members 
Entering Unmasked Estep 
Score: -16578857.000000 Penalty: 4126.185547
	Iteration 29Q: 3 clusters Score -1.657886e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 319097 members 
Entering Unmasked Estep 
Score: -16579403.000000 Penalty: 4126.185547
	Iteration 30Q: 3 clusters Score -1.65794e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 320386 members 
Entering Unmasked Estep 
Score: -16579887.000000 Penalty: 4126.185547
	Iteration 31Q: 3 clusters Score -1.657989e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 321375 members 
Entering Unmasked Estep 
Score: -16580278.000000 Penalty: 4126.185547
	Iteration 32Q: 3 clusters Score -1.658028e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 322121 members 
Entering Unmasked Estep 
Score: -16580533.000000 Penalty: 4126.185547
	Iteration 33Q: 3 clusters Score -1.658053e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 322674 members 
Entering Unmasked Estep 
Score: -16580699.000000 Penalty: 4126.185547
	Iteration 34Q: 3 clusters Score -1.65807e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 323095 members 
Entering Unmasked Estep 
Score: -16580822.000000 Penalty: 4126.185547
	Iteration 35Q: 3 clusters Score -1.658082e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 323436 members 
Entering Unmasked Estep 
Score: -16580948.000000 Penalty: 4126.185547
	Iteration 36Q: 3 clusters Score -1.658095e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 323690 members 
Entering Unmasked Estep 
Score: -16581033.000000 Penalty: 4126.185547
	Iteration 37Q: 3 clusters Score -1.658103e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 323870 members 
Entering Unmasked Estep 
Score: -16581054.000000 Penalty: 4126.185547
	Iteration 38Q: 3 clusters Score -1.658105e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 324028 members 
Entering Unmasked Estep 
Score: -16581097.000000 Penalty: 4126.185547
	Iteration 39Q: 3 clusters Score -1.65811e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 324139 members 
Entering Unmasked Estep 
Score: -16581128.000000 Penalty: 4126.185547
	Iteration 40F: 3 clusters Score -1.658113e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 324229 members 
Entering Unmasked Estep 
Score: -16581167.000000 Penalty: 4126.185547
	Iteration 41Q: 3 clusters Score -1.658117e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 324308 members 
Entering Unmasked Estep 
Score: -16581188.000000 Penalty: 4126.185547
	Iteration 42Q: 3 clusters Score -1.658119e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 324367 members 
Entering Unmasked Estep 
Score: -16581197.000000 Penalty: 4126.185547
	Iteration 43Q: 3 clusters Score -1.65812e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 324413 members 
Entering Unmasked Estep 
Score: -16581224.000000 Penalty: 4126.185547
	Iteration 44Q: 3 clusters Score -1.658122e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 324460 members 
Entering Unmasked Estep 
Score: -16581242.000000 Penalty: 4126.185547
	Iteration 45Q: 3 clusters Score -1.658124e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 324498 members 
Entering Unmasked Estep 
Score: -16581230.000000 Penalty: 4126.185547
	Iteration 46Q: 3 clusters Score -1.658123e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 324543 members 
Entering Unmasked Estep 
Score: -16581239.000000 Penalty: 4126.185547
	Iteration 47Q: 3 clusters Score -1.658124e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 324581 members 
Entering Unmasked Estep 
Score: -16581269.000000 Penalty: 4126.185547
	Iteration 48Q: 3 clusters Score -1.658127e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 324599 members 
Entering Unmasked Estep 
Score: -16581273.000000 Penalty: 4126.185547
	Iteration 49Q: 3 clusters Score -1.658127e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 324617 members 
Entering Unmasked Estep 
Score: -16581283.000000 Penalty: 4126.185547
	Iteration 50Q: 3 clusters Score -1.658128e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 324638 members 
Entering Unmasked Estep 
Score: -16581300.000000 Penalty: 4126.185547
	Iteration 51Q: 3 clusters Score -1.65813e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 324665 members 
Entering Unmasked Estep 
Score: -16581303.000000 Penalty: 4126.185547
	Iteration 52Q: 3 clusters Score -1.65813e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 324701 members 
Entering Unmasked Estep 
Score: -16581290.000000 Penalty: 4126.185547
	Iteration 53Q: 3 clusters Score -1.658129e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 324733 members 
Entering Unmasked Estep 
Score: -16581317.000000 Penalty: 4126.185547
	Iteration 54Q: 3 clusters Score -1.658132e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 324745 members 
Entering Unmasked Estep 
Score: -16581330.000000 Penalty: 4126.185547
	Iteration 55Q: 3 clusters Score -1.658133e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 324757 members 
Entering Unmasked Estep 
Score: -16581345.000000 Penalty: 4126.185547
	Iteration 56Q: 3 clusters Score -1.658134e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 324769 members 
Entering Unmasked Estep 
Score: -16581350.000000 Penalty: 4126.185547
	Iteration 57Q: 3 clusters Score -1.658135e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 324778 members 
Entering Unmasked Estep 
Score: -16581356.000000 Penalty: 4126.185547
	Iteration 58Q: 3 clusters Score -1.658136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 324787 members 
Entering Unmasked Estep 
Score: -16581351.000000 Penalty: 4126.185547
	Iteration 59Q: 3 clusters Score -1.658135e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 324792 members 
Entering Unmasked Estep 
Score: -16581353.000000 Penalty: 4126.185547
	Iteration 60F: 3 clusters Score -1.658135e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 324800 members 
Entering Unmasked Estep 
Score: -16581368.000000 Penalty: 4126.185547
	Iteration 61Q: 3 clusters Score -1.658137e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 324809 members 
Entering Unmasked Estep 
Score: -16581370.000000 Penalty: 4126.185547
	Iteration 62Q: 3 clusters Score -1.658137e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 324814 members 
Entering Unmasked Estep 
Score: -16581378.000000 Penalty: 4126.185547
	Iteration 63Q: 3 clusters Score -1.658138e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 324826 members 
Entering Unmasked Estep 
Score: -16581390.000000 Penalty: 4126.185547
	Iteration 64Q: 3 clusters Score -1.658139e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 324840 members 
Entering Unmasked Estep 
Score: -16581377.000000 Penalty: 4126.185547
	Iteration 65Q: 3 clusters Score -1.658138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 324846 members 
Entering Unmasked Estep 
Score: -16581386.000000 Penalty: 4126.185547
	Iteration 66Q: 3 clusters Score -1.658139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 324849 members 
Entering Unmasked Estep 
Score: -16581372.000000 Penalty: 4126.185547
	Iteration 67Q: 3 clusters Score -1.658137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 324851 members 
Entering Unmasked Estep 
Score: -16581377.000000 Penalty: 4126.185547
	Iteration 68Q: 3 clusters Score -1.658138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 324859 members 
Entering Unmasked Estep 
Score: -16581380.000000 Penalty: 4126.185547
	Iteration 69Q: 3 clusters Score -1.658138e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 324868 members 
Entering Unmasked Estep 
Score: -16581385.000000 Penalty: 4126.185547
	Iteration 70Q: 3 clusters Score -1.658138e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 324874 members 
Entering Unmasked Estep 
Score: -16581378.000000 Penalty: 4126.185547
	Iteration 71Q: 3 clusters Score -1.658138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 324879 members 
Entering Unmasked Estep 
Score: -16581376.000000 Penalty: 4126.185547
	Iteration 72Q: 3 clusters Score -1.658138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 324884 members 
Entering Unmasked Estep 
Score: -16581371.000000 Penalty: 4126.185547
	Iteration 73Q: 3 clusters Score -1.658137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 324886 members 
Entering Unmasked Estep 
Score: -16581376.000000 Penalty: 4126.185547
	Iteration 74Q: 3 clusters Score -1.658138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 324889 members 
Entering Unmasked Estep 
Score: -16581370.000000 Penalty: 4126.185547
	Iteration 75Q: 3 clusters Score -1.658137e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 324895 members 
Entering Unmasked Estep 
Score: -16581365.000000 Penalty: 4126.185547
	Iteration 76Q: 3 clusters Score -1.658136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 324899 members 
Entering Unmasked Estep 
Score: -16581374.000000 Penalty: 4126.185547
	Iteration 77Q: 3 clusters Score -1.658137e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 324899 members 
Entering Unmasked Estep 
Score: -16581374.000000 Penalty: 4126.185547
	Iteration 78F: 3 clusters Score -1.658137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Entering Unmasked Estep 
Score: -248967.921875 Penalty: 1366.994995
	Iteration 0F: 2 clusters Score -248967.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -245245.328125 Penalty: 2733.989990
	Iteration 0F: 3 clusters Score -245245.3 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -246232.468750 Penalty: 2733.989990
	Iteration 1F: 3 clusters Score -246232.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -246383.046875 Penalty: 2733.989990
	Iteration 2F: 3 clusters Score -246383 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -246478.062500 Penalty: 2733.989990
	Iteration 3Q: 3 clusters Score -246478.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -246547.484375 Penalty: 2733.989990
	Iteration 4Q: 3 clusters Score -246547.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -246591.640625 Penalty: 2733.989990
	Iteration 5Q: 3 clusters Score -246591.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -246629.078125 Penalty: 2733.989990
	Iteration 6Q: 3 clusters Score -246629.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -246660.875000 Penalty: 2733.989990
	Iteration 7Q: 3 clusters Score -246660.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -246691.796875 Penalty: 2733.989990
	Iteration 8Q: 3 clusters Score -246691.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -246723.718750 Penalty: 2733.989990
	Iteration 9Q: 3 clusters Score -246723.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -246752.859375 Penalty: 2733.989990
	Iteration 10Q: 3 clusters Score -246752.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -246783.328125 Penalty: 2733.989990
	Iteration 11Q: 3 clusters Score -246783.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -246813.406250 Penalty: 2733.989990
	Iteration 12Q: 3 clusters Score -246813.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -246854.500000 Penalty: 2733.989990
	Iteration 13Q: 3 clusters Score -246854.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -246909.828125 Penalty: 2733.989990
	Iteration 14Q: 3 clusters Score -246909.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -246979.406250 Penalty: 2733.989990
	Iteration 15Q: 3 clusters Score -246979.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -247051.187500 Penalty: 2733.989990
	Iteration 16Q: 3 clusters Score -247051.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -247123.890625 Penalty: 2733.989990
	Iteration 17Q: 3 clusters Score -247123.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -247207.562500 Penalty: 2733.989990
	Iteration 18Q: 3 clusters Score -247207.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -247297.843750 Penalty: 2733.989990
	Iteration 19Q: 3 clusters Score -247297.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -247378.968750 Penalty: 2733.989990
	Iteration 20F: 3 clusters Score -247379 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -247449.359375 Penalty: 2733.989990
	Iteration 21Q: 3 clusters Score -247449.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -247517.265625 Penalty: 2733.989990
	Iteration 22Q: 3 clusters Score -247517.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -247572.687500 Penalty: 2733.989990
	Iteration 23Q: 3 clusters Score -247572.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -247624.390625 Penalty: 2733.989990
	Iteration 24Q: 3 clusters Score -247624.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -247662.343750 Penalty: 2733.989990
	Iteration 25Q: 3 clusters Score -247662.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -247689.281250 Penalty: 2733.989990
	Iteration 26Q: 3 clusters Score -247689.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -247706.937500 Penalty: 2733.989990
	Iteration 27Q: 3 clusters Score -247706.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -247722.859375 Penalty: 2733.989990
	Iteration 28Q: 3 clusters Score -247722.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -247732.593750 Penalty: 2733.989990
	Iteration 29Q: 3 clusters Score -247732.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -247742.906250 Penalty: 2733.989990
	Iteration 30Q: 3 clusters Score -247742.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -247752.062500 Penalty: 2733.989990
	Iteration 31Q: 3 clusters Score -247752.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -247757.296875 Penalty: 2733.989990
	Iteration 32Q: 3 clusters Score -247757.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -247760.156250 Penalty: 2733.989990
	Iteration 33Q: 3 clusters Score -247760.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -247760.546875 Penalty: 2733.989990
	Iteration 34Q: 3 clusters Score -247760.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -247760.546875 Penalty: 2733.989990
	Iteration 35F: 3 clusters Score -247760.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Entering Unmasked Estep 
Score: -146047.953125 Penalty: 1296.586914
	Iteration 0F: 2 clusters Score -146048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -143383.984375 Penalty: 2593.173828
	Iteration 0F: 3 clusters Score -143384 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -143993.062500 Penalty: 2593.173828
	Iteration 1F: 3 clusters Score -143993.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -144111.140625 Penalty: 2593.173828
	Iteration 2F: 3 clusters Score -144111.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -144183.953125 Penalty: 2593.173828
	Iteration 3Q: 3 clusters Score -144184 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -144235.890625 Penalty: 2593.173828
	Iteration 4Q: 3 clusters Score -144235.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -144279.906250 Penalty: 2593.173828
	Iteration 5Q: 3 clusters Score -144279.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -144320.328125 Penalty: 2593.173828
	Iteration 6Q: 3 clusters Score -144320.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -144352.046875 Penalty: 2593.173828
	Iteration 7Q: 3 clusters Score -144352 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -144386.140625 Penalty: 2593.173828
	Iteration 8Q: 3 clusters Score -144386.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -144419.312500 Penalty: 2593.173828
	Iteration 9Q: 3 clusters Score -144419.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -144448.890625 Penalty: 2593.173828
	Iteration 10Q: 3 clusters Score -144448.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -144475.984375 Penalty: 2593.173828
	Iteration 11Q: 3 clusters Score -144476 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -144500.828125 Penalty: 2593.173828
	Iteration 12Q: 3 clusters Score -144500.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -144519.265625 Penalty: 2593.173828
	Iteration 13Q: 3 clusters Score -144519.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -144533.500000 Penalty: 2593.173828
	Iteration 14Q: 3 clusters Score -144533.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -144545.656250 Penalty: 2593.173828
	Iteration 15Q: 3 clusters Score -144545.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -144556.234375 Penalty: 2593.173828
	Iteration 16Q: 3 clusters Score -144556.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -144566.078125 Penalty: 2593.173828
	Iteration 17Q: 3 clusters Score -144566.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -144572.468750 Penalty: 2593.173828
	Iteration 18Q: 3 clusters Score -144572.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -144578.046875 Penalty: 2593.173828
	Iteration 19Q: 3 clusters Score -144578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -144582.671875 Penalty: 2593.173828
	Iteration 20F: 3 clusters Score -144582.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -144588.296875 Penalty: 2593.173828
	Iteration 21Q: 3 clusters Score -144588.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -144592.625000 Penalty: 2593.173828
	Iteration 22Q: 3 clusters Score -144592.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -144597.250000 Penalty: 2593.173828
	Iteration 23Q: 3 clusters Score -144597.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -144602.140625 Penalty: 2593.173828
	Iteration 24Q: 3 clusters Score -144602.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -144607.203125 Penalty: 2593.173828
	Iteration 25Q: 3 clusters Score -144607.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -144612.718750 Penalty: 2593.173828
	Iteration 26Q: 3 clusters Score -144612.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -144619.484375 Penalty: 2593.173828
	Iteration 27Q: 3 clusters Score -144619.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -144631.296875 Penalty: 2593.173828
	Iteration 28Q: 3 clusters Score -144631.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -144639.468750 Penalty: 2593.173828
	Iteration 29Q: 3 clusters Score -144639.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -144649.828125 Penalty: 2593.173828
	Iteration 30Q: 3 clusters Score -144649.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -144658.234375 Penalty: 2593.173828
	Iteration 31Q: 3 clusters Score -144658.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -144665.906250 Penalty: 2593.173828
	Iteration 32Q: 3 clusters Score -144665.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -144673.375000 Penalty: 2593.173828
	Iteration 33Q: 3 clusters Score -144673.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -144684.140625 Penalty: 2593.173828
	Iteration 34Q: 3 clusters Score -144684.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -144693.843750 Penalty: 2593.173828
	Iteration 35Q: 3 clusters Score -144693.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -144701.656250 Penalty: 2593.173828
	Iteration 36Q: 3 clusters Score -144701.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -144710.703125 Penalty: 2593.173828
	Iteration 37Q: 3 clusters Score -144710.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -144719.953125 Penalty: 2593.173828
	Iteration 38Q: 3 clusters Score -144720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -144728.312500 Penalty: 2593.173828
	Iteration 39Q: 3 clusters Score -144728.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -144738.359375 Penalty: 2593.173828
	Iteration 40F: 3 clusters Score -144738.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -144750.593750 Penalty: 2593.173828
	Iteration 41Q: 3 clusters Score -144750.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -144765.843750 Penalty: 2593.173828
	Iteration 42Q: 3 clusters Score -144765.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -144779.687500 Penalty: 2593.173828
	Iteration 43Q: 3 clusters Score -144779.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -144793.156250 Penalty: 2593.173828
	Iteration 44Q: 3 clusters Score -144793.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -144810.687500 Penalty: 2593.173828
	Iteration 45Q: 3 clusters Score -144810.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -144828.500000 Penalty: 2593.173828
	Iteration 46Q: 3 clusters Score -144828.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -144844.359375 Penalty: 2593.173828
	Iteration 47Q: 3 clusters Score -144844.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -144862.296875 Penalty: 2593.173828
	Iteration 48Q: 3 clusters Score -144862.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -144876.843750 Penalty: 2593.173828
	Iteration 49Q: 3 clusters Score -144876.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -144899.375000 Penalty: 2593.173828
	Iteration 50Q: 3 clusters Score -144899.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -144917.093750 Penalty: 2593.173828
	Iteration 51Q: 3 clusters Score -144917.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -144926.765625 Penalty: 2593.173828
	Iteration 52Q: 3 clusters Score -144926.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -144934.390625 Penalty: 2593.173828
	Iteration 53Q: 3 clusters Score -144934.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -144941.046875 Penalty: 2593.173828
	Iteration 54Q: 3 clusters Score -144941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -144945.500000 Penalty: 2593.173828
	Iteration 55Q: 3 clusters Score -144945.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -144950.562500 Penalty: 2593.173828
	Iteration 56Q: 3 clusters Score -144950.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -144954.343750 Penalty: 2593.173828
	Iteration 57Q: 3 clusters Score -144954.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -144956.593750 Penalty: 2593.173828
	Iteration 58Q: 3 clusters Score -144956.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -144956.828125 Penalty: 2593.173828
	Iteration 59Q: 3 clusters Score -144956.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -144958.156250 Penalty: 2593.173828
	Iteration 60F: 3 clusters Score -144958.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -144960.406250 Penalty: 2593.173828
	Iteration 61Q: 3 clusters Score -144960.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -144960.406250 Penalty: 2593.173828
	Iteration 62F: 3 clusters Score -144960.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Entering Unmasked Estep 
Score: -100795.312500 Penalty: 1227.834595
	Iteration 0F: 2 clusters Score -100795.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -98714.523438 Penalty: 2455.669189
	Iteration 0F: 3 clusters Score -98714.52 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -99113.531250 Penalty: 2455.669189
	Iteration 1F: 3 clusters Score -99113.53 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -99197.117188 Penalty: 2455.669189
	Iteration 2F: 3 clusters Score -99197.12 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -99249.039062 Penalty: 2455.669189
	Iteration 3Q: 3 clusters Score -99249.04 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -99287.000000 Penalty: 2455.669189
	Iteration 4Q: 3 clusters Score -99287 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -99320.867188 Penalty: 2455.669189
	Iteration 5Q: 3 clusters Score -99320.87 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -99343.679688 Penalty: 2455.669189
	Iteration 6Q: 3 clusters Score -99343.68 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -99365.226562 Penalty: 2455.669189
	Iteration 7Q: 3 clusters Score -99365.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -99384.070312 Penalty: 2455.669189
	Iteration 8Q: 3 clusters Score -99384.07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -99406.773438 Penalty: 2455.669189
	Iteration 9Q: 3 clusters Score -99406.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -99429.757812 Penalty: 2455.669189
	Iteration 10Q: 3 clusters Score -99429.76 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -99448.242188 Penalty: 2455.669189
	Iteration 11Q: 3 clusters Score -99448.24 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -99461.203125 Penalty: 2455.669189
	Iteration 12Q: 3 clusters Score -99461.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -99467.226562 Penalty: 2455.669189
	Iteration 13Q: 3 clusters Score -99467.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -99474.101562 Penalty: 2455.669189
	Iteration 14Q: 3 clusters Score -99474.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -99487.281250 Penalty: 2455.669189
	Iteration 15Q: 3 clusters Score -99487.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -99498.367188 Penalty: 2455.669189
	Iteration 16Q: 3 clusters Score -99498.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -99502.320312 Penalty: 2455.669189
	Iteration 17Q: 3 clusters Score -99502.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -99504.492188 Penalty: 2455.669189
	Iteration 18Q: 3 clusters Score -99504.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -99507.312500 Penalty: 2455.669189
	Iteration 19Q: 3 clusters Score -99507.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -99511.632812 Penalty: 2455.669189
	Iteration 20F: 3 clusters Score -99511.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -99513.765625 Penalty: 2455.669189
	Iteration 21Q: 3 clusters Score -99513.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -99518.320312 Penalty: 2455.669189
	Iteration 22Q: 3 clusters Score -99518.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -99523.718750 Penalty: 2455.669189
	Iteration 23Q: 3 clusters Score -99523.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -99532.820312 Penalty: 2455.669189
	Iteration 24Q: 3 clusters Score -99532.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -99544.062500 Penalty: 2455.669189
	Iteration 25Q: 3 clusters Score -99544.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -99552.859375 Penalty: 2455.669189
	Iteration 26Q: 3 clusters Score -99552.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -99563.539062 Penalty: 2455.669189
	Iteration 27Q: 3 clusters Score -99563.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -99573.531250 Penalty: 2455.669189
	Iteration 28Q: 3 clusters Score -99573.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -99579.890625 Penalty: 2455.669189
	Iteration 29Q: 3 clusters Score -99579.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -99583.750000 Penalty: 2455.669189
	Iteration 30Q: 3 clusters Score -99583.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -99587.617188 Penalty: 2455.669189
	Iteration 31Q: 3 clusters Score -99587.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -99591.710938 Penalty: 2455.669189
	Iteration 32Q: 3 clusters Score -99591.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -99594.343750 Penalty: 2455.669189
	Iteration 33Q: 3 clusters Score -99594.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -99600.507812 Penalty: 2455.669189
	Iteration 34Q: 3 clusters Score -99600.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -99606.601562 Penalty: 2455.669189
	Iteration 35Q: 3 clusters Score -99606.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -99609.085938 Penalty: 2455.669189
	Iteration 36Q: 3 clusters Score -99609.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -99615.101562 Penalty: 2455.669189
	Iteration 37Q: 3 clusters Score -99615.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -99617.929688 Penalty: 2455.669189
	Iteration 38Q: 3 clusters Score -99617.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -99621.234375 Penalty: 2455.669189
	Iteration 39Q: 3 clusters Score -99621.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -99623.937500 Penalty: 2455.669189
	Iteration 40F: 3 clusters Score -99623.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -99626.234375 Penalty: 2455.669189
	Iteration 41Q: 3 clusters Score -99626.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -99627.531250 Penalty: 2455.669189
	Iteration 42Q: 3 clusters Score -99627.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -99628.367188 Penalty: 2455.669189
	Iteration 43Q: 3 clusters Score -99628.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -99630.265625 Penalty: 2455.669189
	Iteration 44Q: 3 clusters Score -99630.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -99632.265625 Penalty: 2455.669189
	Iteration 45Q: 3 clusters Score -99632.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -99637.515625 Penalty: 2455.669189
	Iteration 46Q: 3 clusters Score -99637.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -99643.164062 Penalty: 2455.669189
	Iteration 47Q: 3 clusters Score -99643.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -99646.781250 Penalty: 2455.669189
	Iteration 48Q: 3 clusters Score -99646.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -99650.820312 Penalty: 2455.669189
	Iteration 49Q: 3 clusters Score -99650.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -99652.617188 Penalty: 2455.669189
	Iteration 50Q: 3 clusters Score -99652.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -99653.171875 Penalty: 2455.669189
	Iteration 51Q: 3 clusters Score -99653.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -99654.085938 Penalty: 2455.669189
	Iteration 52Q: 3 clusters Score -99654.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -99655.125000 Penalty: 2455.669189
	Iteration 53Q: 3 clusters Score -99655.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -99655.437500 Penalty: 2455.669189
	Iteration 54Q: 3 clusters Score -99655.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -99655.703125 Penalty: 2455.669189
	Iteration 55Q: 3 clusters Score -99655.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -99655.703125 Penalty: 2455.669189
	Iteration 56F: 3 clusters Score -99655.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Entering Unmasked Estep 
Score: -299466.531250 Penalty: 1395.402466
	Iteration 0F: 2 clusters Score -299466.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -295249.468750 Penalty: 2790.804932
	Iteration 0F: 3 clusters Score -295249.5 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -296464.062500 Penalty: 2790.804932
	Iteration 1F: 3 clusters Score -296464.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -296647.156250 Penalty: 2790.804932
	Iteration 2F: 3 clusters Score -296647.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -296768.093750 Penalty: 2790.804932
	Iteration 3Q: 3 clusters Score -296768.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -296864.968750 Penalty: 2790.804932
	Iteration 4Q: 3 clusters Score -296865 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -296944.718750 Penalty: 2790.804932
	Iteration 5Q: 3 clusters Score -296944.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -297008.875000 Penalty: 2790.804932
	Iteration 6Q: 3 clusters Score -297008.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -297073.468750 Penalty: 2790.804932
	Iteration 7Q: 3 clusters Score -297073.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -297147.750000 Penalty: 2790.804932
	Iteration 8Q: 3 clusters Score -297147.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -297215.031250 Penalty: 2790.804932
	Iteration 9Q: 3 clusters Score -297215 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -297284.750000 Penalty: 2790.804932
	Iteration 10Q: 3 clusters Score -297284.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -297354.593750 Penalty: 2790.804932
	Iteration 11Q: 3 clusters Score -297354.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -297446.000000 Penalty: 2790.804932
	Iteration 12Q: 3 clusters Score -297446 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -297559.937500 Penalty: 2790.804932
	Iteration 13Q: 3 clusters Score -297559.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -297678.375000 Penalty: 2790.804932
	Iteration 14Q: 3 clusters Score -297678.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -297762.406250 Penalty: 2790.804932
	Iteration 15Q: 3 clusters Score -297762.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -297821.343750 Penalty: 2790.804932
	Iteration 16Q: 3 clusters Score -297821.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -297870.218750 Penalty: 2790.804932
	Iteration 17Q: 3 clusters Score -297870.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -297912.843750 Penalty: 2790.804932
	Iteration 18Q: 3 clusters Score -297912.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -297956.437500 Penalty: 2790.804932
	Iteration 19Q: 3 clusters Score -297956.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -297989.156250 Penalty: 2790.804932
	Iteration 20F: 3 clusters Score -297989.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -298016.593750 Penalty: 2790.804932
	Iteration 21Q: 3 clusters Score -298016.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -298039.906250 Penalty: 2790.804932
	Iteration 22Q: 3 clusters Score -298039.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -298052.812500 Penalty: 2790.804932
	Iteration 23Q: 3 clusters Score -298052.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -298063.906250 Penalty: 2790.804932
	Iteration 24Q: 3 clusters Score -298063.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -298073.437500 Penalty: 2790.804932
	Iteration 25Q: 3 clusters Score -298073.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -298079.875000 Penalty: 2790.804932
	Iteration 26Q: 3 clusters Score -298079.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -298084.906250 Penalty: 2790.804932
	Iteration 27Q: 3 clusters Score -298084.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -298091.156250 Penalty: 2790.804932
	Iteration 28Q: 3 clusters Score -298091.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -298100.000000 Penalty: 2790.804932
	Iteration 29Q: 3 clusters Score -298100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -298108.875000 Penalty: 2790.804932
	Iteration 30Q: 3 clusters Score -298108.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -298119.468750 Penalty: 2790.804932
	Iteration 31Q: 3 clusters Score -298119.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -298127.031250 Penalty: 2790.804932
	Iteration 32Q: 3 clusters Score -298127 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -298134.218750 Penalty: 2790.804932
	Iteration 33Q: 3 clusters Score -298134.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -298137.812500 Penalty: 2790.804932
	Iteration 34Q: 3 clusters Score -298137.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -298143.781250 Penalty: 2790.804932
	Iteration 35Q: 3 clusters Score -298143.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -298146.125000 Penalty: 2790.804932
	Iteration 36Q: 3 clusters Score -298146.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -298148.312500 Penalty: 2790.804932
	Iteration 37Q: 3 clusters Score -298148.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -298152.375000 Penalty: 2790.804932
	Iteration 38Q: 3 clusters Score -298152.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -298156.812500 Penalty: 2790.804932
	Iteration 39Q: 3 clusters Score -298156.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -298159.375000 Penalty: 2790.804932
	Iteration 40F: 3 clusters Score -298159.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -298162.781250 Penalty: 2790.804932
	Iteration 41Q: 3 clusters Score -298162.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -298167.906250 Penalty: 2790.804932
	Iteration 42Q: 3 clusters Score -298167.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -298169.531250 Penalty: 2790.804932
	Iteration 43Q: 3 clusters Score -298169.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -298170.593750 Penalty: 2790.804932
	Iteration 44Q: 3 clusters Score -298170.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -298172.031250 Penalty: 2790.804932
	Iteration 45Q: 3 clusters Score -298172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -298173.250000 Penalty: 2790.804932
	Iteration 46Q: 3 clusters Score -298173.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -298174.125000 Penalty: 2790.804932
	Iteration 47Q: 3 clusters Score -298174.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -298174.937500 Penalty: 2790.804932
	Iteration 48Q: 3 clusters Score -298174.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -298175.500000 Penalty: 2790.804932
	Iteration 49Q: 3 clusters Score -298175.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -298175.468750 Penalty: 2790.804932
	Iteration 50Q: 3 clusters Score -298175.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -298174.593750 Penalty: 2790.804932
	Iteration 51Q: 3 clusters Score -298174.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -298174.593750 Penalty: 2790.804932
	Iteration 52F: 3 clusters Score -298174.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Entering Unmasked Estep 
Score: -104621.781250 Penalty: 1233.431396
	Iteration 0F: 2 clusters Score -104621.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -102528.445312 Penalty: 2466.862793
	Iteration 0F: 3 clusters Score -102528.4 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -102920.046875 Penalty: 2466.862793
	Iteration 1F: 3 clusters Score -102920 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -103006.531250 Penalty: 2466.862793
	Iteration 2F: 3 clusters Score -103006.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -103052.062500 Penalty: 2466.862793
	Iteration 3Q: 3 clusters Score -103052.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -103088.328125 Penalty: 2466.862793
	Iteration 4Q: 3 clusters Score -103088.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -103114.523438 Penalty: 2466.862793
	Iteration 5Q: 3 clusters Score -103114.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -103132.656250 Penalty: 2466.862793
	Iteration 6Q: 3 clusters Score -103132.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -103145.890625 Penalty: 2466.862793
	Iteration 7Q: 3 clusters Score -103145.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -103157.859375 Penalty: 2466.862793
	Iteration 8Q: 3 clusters Score -103157.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -103165.578125 Penalty: 2466.862793
	Iteration 9Q: 3 clusters Score -103165.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -103171.742188 Penalty: 2466.862793
	Iteration 10Q: 3 clusters Score -103171.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -103173.796875 Penalty: 2466.862793
	Iteration 11Q: 3 clusters Score -103173.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -103175.156250 Penalty: 2466.862793
	Iteration 12Q: 3 clusters Score -103175.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -103177.984375 Penalty: 2466.862793
	Iteration 13Q: 3 clusters Score -103178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -103180.523438 Penalty: 2466.862793
	Iteration 14Q: 3 clusters Score -103180.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -103182.710938 Penalty: 2466.862793
	Iteration 15Q: 3 clusters Score -103182.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -103186.203125 Penalty: 2466.862793
	Iteration 16Q: 3 clusters Score -103186.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -103187.171875 Penalty: 2466.862793
	Iteration 17Q: 3 clusters Score -103187.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -103188.656250 Penalty: 2466.862793
	Iteration 18Q: 3 clusters Score -103188.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -103190.648438 Penalty: 2466.862793
	Iteration 19Q: 3 clusters Score -103190.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -103192.179688 Penalty: 2466.862793
	Iteration 20F: 3 clusters Score -103192.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -103192.820312 Penalty: 2466.862793
	Iteration 21Q: 3 clusters Score -103192.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -103193.562500 Penalty: 2466.862793
	Iteration 22Q: 3 clusters Score -103193.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -103194.195312 Penalty: 2466.862793
	Iteration 23Q: 3 clusters Score -103194.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -103194.195312 Penalty: 2466.862793
	Iteration 24F: 3 clusters Score -103194.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Entering Unmasked Estep 
Score: -672153.000000 Penalty: 1529.113403
	Iteration 0F: 2 clusters Score -672153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -663612.500000 Penalty: 3058.226807
	Iteration 0F: 3 clusters Score -663612.5 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -666358.812500 Penalty: 3058.226807
	Iteration 1F: 3 clusters Score -666358.8 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -666629.875000 Penalty: 3058.226807
	Iteration 2F: 3 clusters Score -666629.9 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -666875.062500 Penalty: 3058.226807
	Iteration 3Q: 3 clusters Score -666875.1 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -667105.062500 Penalty: 3058.226807
	Iteration 4Q: 3 clusters Score -667105.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -667364.500000 Penalty: 3058.226807
	Iteration 5Q: 3 clusters Score -667364.5 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -667709.437500 Penalty: 3058.226807
	Iteration 6Q: 3 clusters Score -667709.4 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -668187.875000 Penalty: 3058.226807
	Iteration 7F: 3 clusters Score -668187.9 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -668805.437500 Penalty: 3058.226807
	Iteration 8F: 3 clusters Score -668805.4 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -669438.062500 Penalty: 3058.226807
	Iteration 9F: 3 clusters Score -669438.1 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -669906.750000 Penalty: 3058.226807
	Iteration 10Q: 3 clusters Score -669906.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -670164.937500 Penalty: 3058.226807
	Iteration 11Q: 3 clusters Score -670164.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -670361.687500 Penalty: 3058.226807
	Iteration 12Q: 3 clusters Score -670361.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -670510.625000 Penalty: 3058.226807
	Iteration 13Q: 3 clusters Score -670510.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -670599.500000 Penalty: 3058.226807
	Iteration 14Q: 3 clusters Score -670599.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -670662.437500 Penalty: 3058.226807
	Iteration 15Q: 3 clusters Score -670662.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -670698.375000 Penalty: 3058.226807
	Iteration 16Q: 3 clusters Score -670698.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -670717.500000 Penalty: 3058.226807
	Iteration 17Q: 3 clusters Score -670717.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -670735.000000 Penalty: 3058.226807
	Iteration 18Q: 3 clusters Score -670735 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -670754.812500 Penalty: 3058.226807
	Iteration 19Q: 3 clusters Score -670754.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -670775.687500 Penalty: 3058.226807
	Iteration 20F: 3 clusters Score -670775.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -670783.250000 Penalty: 3058.226807
	Iteration 21Q: 3 clusters Score -670783.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -670792.125000 Penalty: 3058.226807
	Iteration 22Q: 3 clusters Score -670792.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -670800.187500 Penalty: 3058.226807
	Iteration 23Q: 3 clusters Score -670800.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -670803.500000 Penalty: 3058.226807
	Iteration 24Q: 3 clusters Score -670803.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -670809.562500 Penalty: 3058.226807
	Iteration 25Q: 3 clusters Score -670809.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -670813.000000 Penalty: 3058.226807
	Iteration 26Q: 3 clusters Score -670813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -670815.125000 Penalty: 3058.226807
	Iteration 27Q: 3 clusters Score -670815.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -670816.750000 Penalty: 3058.226807
	Iteration 28Q: 3 clusters Score -670816.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -670819.500000 Penalty: 3058.226807
	Iteration 29Q: 3 clusters Score -670819.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -670821.125000 Penalty: 3058.226807
	Iteration 30Q: 3 clusters Score -670821.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -670820.812500 Penalty: 3058.226807
	Iteration 31Q: 3 clusters Score -670820.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -670820.937500 Penalty: 3058.226807
	Iteration 32Q: 3 clusters Score -670820.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -670822.125000 Penalty: 3058.226807
	Iteration 33Q: 3 clusters Score -670822.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -670822.625000 Penalty: 3058.226807
	Iteration 34Q: 3 clusters Score -670822.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -670823.250000 Penalty: 3058.226807
	Iteration 35Q: 3 clusters Score -670823.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -670822.437500 Penalty: 3058.226807
	Iteration 36Q: 3 clusters Score -670822.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -670823.437500 Penalty: 3058.226807
	Iteration 37Q: 3 clusters Score -670823.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -670823.687500 Penalty: 3058.226807
	Iteration 38Q: 3 clusters Score -670823.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -670823.125000 Penalty: 3058.226807
	Iteration 39Q: 3 clusters Score -670823.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -670823.125000 Penalty: 3058.226807
	Iteration 40F: 3 clusters Score -670823.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Entering Unmasked Estep 
Score: -59711.414062 Penalty: 1159.549194
	Iteration 0F: 2 clusters Score -59711.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -58103.460938 Penalty: 2319.098389
	Iteration 0F: 3 clusters Score -58103.46 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -58396.890625 Penalty: 2319.098389
	Iteration 1F: 3 clusters Score -58396.89 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -58455.140625 Penalty: 2319.098389
	Iteration 2F: 3 clusters Score -58455.14 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -58493.382812 Penalty: 2319.098389
	Iteration 3Q: 3 clusters Score -58493.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -58520.031250 Penalty: 2319.098389
	Iteration 4Q: 3 clusters Score -58520.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -58535.906250 Penalty: 2319.098389
	Iteration 5Q: 3 clusters Score -58535.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -58546.746094 Penalty: 2319.098389
	Iteration 6Q: 3 clusters Score -58546.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -58554.730469 Penalty: 2319.098389
	Iteration 7Q: 3 clusters Score -58554.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -58560.535156 Penalty: 2319.098389
	Iteration 8Q: 3 clusters Score -58560.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -58563.117188 Penalty: 2319.098389
	Iteration 9Q: 3 clusters Score -58563.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -58564.253906 Penalty: 2319.098389
	Iteration 10Q: 3 clusters Score -58564.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -58564.648438 Penalty: 2319.098389
	Iteration 11Q: 3 clusters Score -58564.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -58565.089844 Penalty: 2319.098389
	Iteration 12Q: 3 clusters Score -58565.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -58565.089844 Penalty: 2319.098389
	Iteration 13F: 3 clusters Score -58565.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Entering Unmasked Estep 
Score: -762358.375000 Penalty: 1556.464355
	Iteration 0F: 2 clusters Score -762358.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -752347.937500 Penalty: 3112.928711
	Iteration 0F: 3 clusters Score -752347.9 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -755670.437500 Penalty: 3112.928711
	Iteration 1F: 3 clusters Score -755670.4 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -755935.562500 Penalty: 3112.928711
	Iteration 2F: 3 clusters Score -755935.6 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -756140.875000 Penalty: 3112.928711
	Iteration 3Q: 3 clusters Score -756140.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -756307.562500 Penalty: 3112.928711
	Iteration 4Q: 3 clusters Score -756307.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -756477.937500 Penalty: 3112.928711
	Iteration 5Q: 3 clusters Score -756477.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -756677.062500 Penalty: 3112.928711
	Iteration 6Q: 3 clusters Score -756677.1 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -756894.250000 Penalty: 3112.928711
	Iteration 7Q: 3 clusters Score -756894.2 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -757140.375000 Penalty: 3112.928711
	Iteration 8Q: 3 clusters Score -757140.4 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -757457.312500 Penalty: 3112.928711
	Iteration 9Q: 3 clusters Score -757457.3 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -757908.812500 Penalty: 3112.928711
	Iteration 10F: 3 clusters Score -757908.8 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -758491.250000 Penalty: 3112.928711
	Iteration 11F: 3 clusters Score -758491.2 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -759195.062500 Penalty: 3112.928711
	Iteration 12F: 3 clusters Score -759195.1 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -759797.687500 Penalty: 3112.928711
	Iteration 13Q: 3 clusters Score -759797.7 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -760268.250000 Penalty: 3112.928711
	Iteration 14Q: 3 clusters Score -760268.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -760571.937500 Penalty: 3112.928711
	Iteration 15Q: 3 clusters Score -760571.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -760760.687500 Penalty: 3112.928711
	Iteration 16Q: 3 clusters Score -760760.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -760871.437500 Penalty: 3112.928711
	Iteration 17Q: 3 clusters Score -760871.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -760939.250000 Penalty: 3112.928711
	Iteration 18Q: 3 clusters Score -760939.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -760974.687500 Penalty: 3112.928711
	Iteration 19Q: 3 clusters Score -760974.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -760993.187500 Penalty: 3112.928711
	Iteration 20F: 3 clusters Score -760993.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -761011.687500 Penalty: 3112.928711
	Iteration 21Q: 3 clusters Score -761011.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -761026.437500 Penalty: 3112.928711
	Iteration 22Q: 3 clusters Score -761026.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -761037.062500 Penalty: 3112.928711
	Iteration 23Q: 3 clusters Score -761037.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -761044.250000 Penalty: 3112.928711
	Iteration 24Q: 3 clusters Score -761044.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -761051.687500 Penalty: 3112.928711
	Iteration 25Q: 3 clusters Score -761051.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -761055.125000 Penalty: 3112.928711
	Iteration 26Q: 3 clusters Score -761055.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -761058.937500 Penalty: 3112.928711
	Iteration 27Q: 3 clusters Score -761058.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -761061.312500 Penalty: 3112.928711
	Iteration 28Q: 3 clusters Score -761061.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -761062.875000 Penalty: 3112.928711
	Iteration 29Q: 3 clusters Score -761062.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -761063.375000 Penalty: 3112.928711
	Iteration 30Q: 3 clusters Score -761063.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -761064.187500 Penalty: 3112.928711
	Iteration 31Q: 3 clusters Score -761064.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -761064.375000 Penalty: 3112.928711
	Iteration 32Q: 3 clusters Score -761064.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -761064.375000 Penalty: 3112.928711
	Iteration 33F: 3 clusters Score -761064.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Entering Unmasked Estep 
Score: -668665.000000 Penalty: 1536.528320
	Iteration 0F: 2 clusters Score -668665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -659714.000000 Penalty: 3073.056641
	Iteration 0F: 3 clusters Score -659714 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -662663.125000 Penalty: 3073.056641
	Iteration 1F: 3 clusters Score -662663.1 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -662903.250000 Penalty: 3073.056641
	Iteration 2F: 3 clusters Score -662903.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -663109.625000 Penalty: 3073.056641
	Iteration 3Q: 3 clusters Score -663109.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -663324.625000 Penalty: 3073.056641
	Iteration 4Q: 3 clusters Score -663324.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -663556.812500 Penalty: 3073.056641
	Iteration 5Q: 3 clusters Score -663556.8 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -663815.562500 Penalty: 3073.056641
	Iteration 6Q: 3 clusters Score -663815.6 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -664124.937500 Penalty: 3073.056641
	Iteration 7Q: 3 clusters Score -664124.9 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -664484.312500 Penalty: 3073.056641
	Iteration 8Q: 3 clusters Score -664484.3 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -664897.187500 Penalty: 3073.056641
	Iteration 9F: 3 clusters Score -664897.2 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -665346.250000 Penalty: 3073.056641
	Iteration 10F: 3 clusters Score -665346.2 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -665831.500000 Penalty: 3073.056641
	Iteration 11Q: 3 clusters Score -665831.5 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -666282.437500 Penalty: 3073.056641
	Iteration 12Q: 3 clusters Score -666282.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -666656.000000 Penalty: 3073.056641
	Iteration 13Q: 3 clusters Score -666656 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -666920.500000 Penalty: 3073.056641
	Iteration 14Q: 3 clusters Score -666920.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -667084.437500 Penalty: 3073.056641
	Iteration 15Q: 3 clusters Score -667084.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -667187.875000 Penalty: 3073.056641
	Iteration 16Q: 3 clusters Score -667187.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -667265.125000 Penalty: 3073.056641
	Iteration 17Q: 3 clusters Score -667265.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -667318.250000 Penalty: 3073.056641
	Iteration 18Q: 3 clusters Score -667318.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -667369.812500 Penalty: 3073.056641
	Iteration 19Q: 3 clusters Score -667369.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -667392.187500 Penalty: 3073.056641
	Iteration 20F: 3 clusters Score -667392.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -667410.937500 Penalty: 3073.056641
	Iteration 21Q: 3 clusters Score -667410.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -667421.437500 Penalty: 3073.056641
	Iteration 22Q: 3 clusters Score -667421.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -667430.375000 Penalty: 3073.056641
	Iteration 23Q: 3 clusters Score -667430.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -667441.750000 Penalty: 3073.056641
	Iteration 24Q: 3 clusters Score -667441.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -667452.125000 Penalty: 3073.056641
	Iteration 25Q: 3 clusters Score -667452.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -667461.375000 Penalty: 3073.056641
	Iteration 26Q: 3 clusters Score -667461.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -667471.437500 Penalty: 3073.056641
	Iteration 27Q: 3 clusters Score -667471.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -667481.125000 Penalty: 3073.056641
	Iteration 28Q: 3 clusters Score -667481.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -667486.750000 Penalty: 3073.056641
	Iteration 29Q: 3 clusters Score -667486.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -667490.562500 Penalty: 3073.056641
	Iteration 30Q: 3 clusters Score -667490.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -667492.562500 Penalty: 3073.056641
	Iteration 31Q: 3 clusters Score -667492.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -667497.312500 Penalty: 3073.056641
	Iteration 32Q: 3 clusters Score -667497.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -667502.875000 Penalty: 3073.056641
	Iteration 33Q: 3 clusters Score -667502.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -667507.437500 Penalty: 3073.056641
	Iteration 34Q: 3 clusters Score -667507.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -667509.875000 Penalty: 3073.056641
	Iteration 35Q: 3 clusters Score -667509.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -667512.625000 Penalty: 3073.056641
	Iteration 36Q: 3 clusters Score -667512.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -667515.750000 Penalty: 3073.056641
	Iteration 37Q: 3 clusters Score -667515.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -667516.187500 Penalty: 3073.056641
	Iteration 38Q: 3 clusters Score -667516.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -667517.125000 Penalty: 3073.056641
	Iteration 39Q: 3 clusters Score -667517.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -667517.437500 Penalty: 3073.056641
	Iteration 40F: 3 clusters Score -667517.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -667519.000000 Penalty: 3073.056641
	Iteration 41Q: 3 clusters Score -667519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -667520.875000 Penalty: 3073.056641
	Iteration 42Q: 3 clusters Score -667520.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -667521.687500 Penalty: 3073.056641
	Iteration 43Q: 3 clusters Score -667521.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -667521.687500 Penalty: 3073.056641
	Iteration 44F: 3 clusters Score -667521.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Entering Unmasked Estep 
Score: -1122142.250000 Penalty: 1618.609009
	Iteration 0F: 2 clusters Score -1122142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1107779.375000 Penalty: 3237.218018
	Iteration 0F: 3 clusters Score -1107779 nChanged 9541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1112864.750000 Penalty: 3237.218018
	Iteration 1F: 3 clusters Score -1112865 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1113211.250000 Penalty: 3237.218018
	Iteration 2Q: 3 clusters Score -1113211 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1113616.875000 Penalty: 3237.218018
	Iteration 3Q: 3 clusters Score -1113617 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1114204.750000 Penalty: 3237.218018
	Iteration 4F: 3 clusters Score -1114205 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1115150.000000 Penalty: 3237.218018
	Iteration 5F: 3 clusters Score -1115150 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1116607.875000 Penalty: 3237.218018
	Iteration 6F: 3 clusters Score -1116608 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1118465.875000 Penalty: 3237.218018
	Iteration 7F: 3 clusters Score -1118466 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1120062.000000 Penalty: 3237.218018
	Iteration 8F: 3 clusters Score -1120062 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1120988.500000 Penalty: 3237.218018
	Iteration 9Q: 3 clusters Score -1120988 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1121461.500000 Penalty: 3237.218018
	Iteration 10Q: 3 clusters Score -1121462 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1121671.125000 Penalty: 3237.218018
	Iteration 11Q: 3 clusters Score -1121671 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1121718.875000 Penalty: 3237.218018
	Iteration 12Q: 3 clusters Score -1121719 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1121743.750000 Penalty: 3237.218018
	Iteration 13Q: 3 clusters Score -1121744 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1121761.750000 Penalty: 3237.218018
	Iteration 14Q: 3 clusters Score -1121762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1121768.625000 Penalty: 3237.218018
	Iteration 15Q: 3 clusters Score -1121769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1121772.000000 Penalty: 3237.218018
	Iteration 16Q: 3 clusters Score -1121772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1121772.375000 Penalty: 3237.218018
	Iteration 17Q: 3 clusters Score -1121772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1121772.125000 Penalty: 3237.218018
	Iteration 18Q: 3 clusters Score -1121772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1121772.125000 Penalty: 3237.218018
	Iteration 19F: 3 clusters Score -1121772 nChanged 0
--- Evaluating fit on full set of 1388067 points ---
Entering Unmasked Estep 
Score: -69511424.000000 Penalty: 41369.511719
24->19 Clusters: Score -69511424.000000, best is -69532072.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 462689 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 19003 members 
Mstep: Class 3 contains 19259 members 
Mstep: Class 4 contains 19212 members 
Mstep: Class 5 contains 19260 members 
Mstep: Class 6 contains 19593 members 
Mstep: Class 7 contains 19259 members 
Mstep: Class 8 contains 19256 members 
Mstep: Class 9 contains 19313 members 
Mstep: Class 10 contains 19412 members 
Mstep: Class 11 contains 19208 members 
Mstep: Class 12 contains 19524 members 
Mstep: Class 13 contains 19051 members 
Mstep: Class 14 contains 19352 members 
Mstep: Class 15 contains 19046 members 
Mstep: Class 16 contains 19444 members 
Mstep: Class 17 contains 19239 members 
Mstep: Class 18 contains 19239 members 
Mstep: Class 19 contains 19325 members 
Mstep: Class 20 contains 19393 members 
Mstep: Class 21 contains 19203 members 
Mstep: Class 22 contains 19469 members 
Mstep: Class 23 contains 19186 members 
Mstep: Class 24 contains 19022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 520.433838 but Gain 2119.785156
Score: -21545870.000000 Penalty: 48754.976562
Iteration 0F: 24 clusters Score -2.154587e+07 nChanged 438473
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 16660 members 
Mstep: Class 3 contains 25059 members 
Mstep: Class 4 contains 19957 members 
Mstep: Class 5 contains 17430 members 
Mstep: Class 6 contains 25611 members 
Mstep: Class 7 contains 23999 members 
Mstep: Class 8 contains 15053 members 
Mstep: Class 9 contains 15388 members 
Mstep: Class 10 contains 24803 members 
Mstep: Class 11 contains 20307 members 
Mstep: Class 12 contains 20419 members 
Mstep: Class 13 contains 17774 members 
Mstep: Class 14 contains 19661 members 
Mstep: Class 16 contains 24673 members 
Mstep: Class 17 contains 16341 members 
Mstep: Class 18 contains 17019 members 
Mstep: Class 19 contains 19148 members 
Mstep: Class 20 contains 18897 members 
Mstep: Class 21 contains 21444 members 
Mstep: Class 22 contains 26258 members 
Mstep: Class 23 contains 18223 members 
Mstep: Class 24 contains 12403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22515472.000000 Penalty: 48754.976562
Iteration 1F: 24 clusters Score -2.251547e+07 nChanged 111878
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 17387 members 
Mstep: Class 3 contains 25504 members 
Mstep: Class 4 contains 21234 members 
Mstep: Class 5 contains 14924 members 
Mstep: Class 6 contains 30467 members 
Mstep: Class 7 contains 24632 members 
Mstep: Class 8 contains 12174 members 
Mstep: Class 9 contains 11675 members 
Mstep: Class 10 contains 25556 members 
Mstep: Class 11 contains 19746 members 
Mstep: Class 12 contains 19662 members 
Mstep: Class 13 contains 19465 members 
Mstep: Class 14 contains 19157 members 
Mstep: Class 16 contains 25922 members 
Mstep: Class 17 contains 13592 members 
Mstep: Class 18 contains 15809 members 
Mstep: Class 19 contains 18956 members 
Mstep: Class 20 contains 17232 members 
Mstep: Class 21 contains 19842 members 
Mstep: Class 22 contains 32681 members 
Mstep: Class 23 contains 16864 members 
Mstep: Class 24 contains 11544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22625428.000000 Penalty: 48754.976562
Iteration 2F: 24 clusters Score -2.262543e+07 nChanged 94788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 17728 members 
Mstep: Class 3 contains 26816 members 
Mstep: Class 4 contains 22313 members 
Mstep: Class 5 contains 12980 members 
Mstep: Class 6 contains 36478 members 
Mstep: Class 7 contains 23228 members 
Mstep: Class 8 contains 9765 members 
Mstep: Class 9 contains 8657 members 
Mstep: Class 10 contains 25536 members 
Mstep: Class 11 contains 18696 members 
Mstep: Class 12 contains 18641 members 
Mstep: Class 13 contains 21137 members 
Mstep: Class 14 contains 19032 members 
Mstep: Class 16 contains 26108 members 
Mstep: Class 17 contains 12018 members 
Mstep: Class 18 contains 14003 members 
Mstep: Class 19 contains 18418 members 
Mstep: Class 20 contains 16242 members 
Mstep: Class 21 contains 17304 members 
Mstep: Class 22 contains 40029 members 
Mstep: Class 23 contains 15537 members 
Mstep: Class 24 contains 11064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22702922.000000 Penalty: 48754.976562
Iteration 3F: 24 clusters Score -2.270292e+07 nChanged 79396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 17670 members 
Mstep: Class 3 contains 28131 members 
Mstep: Class 4 contains 22637 members 
Mstep: Class 5 contains 11762 members 
Mstep: Class 6 contains 42102 members 
Mstep: Class 7 contains 21355 members 
Mstep: Class 8 contains 7970 members 
Mstep: Class 9 contains 6255 members 
Mstep: Class 10 contains 25603 members 
Mstep: Class 11 contains 17204 members 
Mstep: Class 12 contains 17004 members 
Mstep: Class 13 contains 23965 members 
Mstep: Class 14 contains 19794 members 
Mstep: Class 16 contains 26336 members 
Mstep: Class 17 contains 10825 members 
Mstep: Class 18 contains 12004 members 
Mstep: Class 19 contains 17199 members 
Mstep: Class 20 contains 14942 members 
Mstep: Class 21 contains 14521 members 
Mstep: Class 22 contains 47694 members 
Mstep: Class 23 contains 14215 members 
Mstep: Class 24 contains 10536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22760728.000000 Penalty: 48754.976562
Iteration 4F: 24 clusters Score -2.276073e+07 nChanged 68150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 17125 members 
Mstep: Class 3 contains 29123 members 
Mstep: Class 4 contains 22235 members 
Mstep: Class 5 contains 10725 members 
Mstep: Class 6 contains 47160 members 
Mstep: Class 7 contains 19720 members 
Mstep: Class 8 contains 6623 members 
Mstep: Class 9 contains 4336 members 
Mstep: Class 10 contains 25743 members 
Mstep: Class 11 contains 15599 members 
Mstep: Class 12 contains 14774 members 
Mstep: Class 13 contains 27856 members 
Mstep: Class 14 contains 21510 members 
Mstep: Class 16 contains 26569 members 
Mstep: Class 17 contains 9865 members 
Mstep: Class 18 contains 10029 members 
Mstep: Class 19 contains 15323 members 
Mstep: Class 20 contains 13260 members 
Mstep: Class 21 contains 11939 members 
Mstep: Class 22 contains 55789 members 
Mstep: Class 23 contains 12953 members 
Mstep: Class 24 contains 9940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22807458.000000 Penalty: 48754.976562
Iteration 5F: 24 clusters Score -2.280746e+07 nChanged 60995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 16186 members 
Mstep: Class 3 contains 30068 members 
Mstep: Class 4 contains 21022 members 
Mstep: Class 5 contains 9841 members 
Mstep: Class 6 contains 51987 members 
Mstep: Class 7 contains 18189 members 
Mstep: Class 8 contains 5575 members 
Mstep: Class 9 contains 2884 members 
Mstep: Class 10 contains 25728 members 
Mstep: Class 11 contains 14082 members 
Mstep: Class 12 contains 12249 members 
Mstep: Class 13 contains 32173 members 
Mstep: Class 14 contains 23891 members 
Mstep: Class 16 contains 26130 members 
Mstep: Class 17 contains 9201 members 
Mstep: Class 18 contains 8280 members 
Mstep: Class 19 contains 13069 members 
Mstep: Class 20 contains 11363 members 
Mstep: Class 21 contains 9650 members 
Mstep: Class 22 contains 64783 members 
Mstep: Class 23 contains 11895 members 
Mstep: Class 24 contains 9295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22849100.000000 Penalty: 48754.976562
Iteration 6F: 24 clusters Score -2.28491e+07 nChanged 56415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 14885 members 
Mstep: Class 3 contains 30852 members 
Mstep: Class 4 contains 18954 members 
Mstep: Class 5 contains 9090 members 
Mstep: Class 6 contains 56607 members 
Mstep: Class 7 contains 16872 members 
Mstep: Class 8 contains 4729 members 
Mstep: Class 9 contains 1846 members 
Mstep: Class 10 contains 25453 members 
Mstep: Class 11 contains 12545 members 
Mstep: Class 12 contains 9617 members 
Mstep: Class 13 contains 36258 members 
Mstep: Class 14 contains 26829 members 
Mstep: Class 16 contains 24852 members 
Mstep: Class 17 contains 8495 members 
Mstep: Class 18 contains 6817 members 
Mstep: Class 19 contains 10692 members 
Mstep: Class 20 contains 9417 members 
Mstep: Class 21 contains 7685 members 
Mstep: Class 22 contains 75239 members 
Mstep: Class 23 contains 11347 members 
Mstep: Class 24 contains 8660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1801.827148 but Gain 2119.781250
Score: -22887090.000000 Penalty: 46635.195312
Iteration 7F: 23 clusters Score -2.288709e+07 nChanged 54086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 13305 members 
Mstep: Class 3 contains 31585 members 
Mstep: Class 4 contains 16200 members 
Mstep: Class 5 contains 8366 members 
Mstep: Class 6 contains 60950 members 
Mstep: Class 7 contains 15619 members 
Mstep: Class 8 contains 3967 members 
Mstep: Class 10 contains 25403 members 
Mstep: Class 11 contains 10966 members 
Mstep: Class 12 contains 7107 members 
Mstep: Class 13 contains 39802 members 
Mstep: Class 14 contains 30211 members 
Mstep: Class 16 contains 23223 members 
Mstep: Class 17 contains 7870 members 
Mstep: Class 18 contains 5648 members 
Mstep: Class 19 contains 8324 members 
Mstep: Class 20 contains 7540 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 87317 members 
Mstep: Class 23 contains 11231 members 
Mstep: Class 24 contains 8188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22925158.000000 Penalty: 46635.195312
Iteration 8F: 23 clusters Score -2.292516e+07 nChanged 49841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 11719 members 
Mstep: Class 3 contains 32045 members 
Mstep: Class 4 contains 12981 members 
Mstep: Class 5 contains 7553 members 
Mstep: Class 6 contains 64804 members 
Mstep: Class 7 contains 14198 members 
Mstep: Class 8 contains 3271 members 
Mstep: Class 10 contains 23903 members 
Mstep: Class 11 contains 9270 members 
Mstep: Class 12 contains 4905 members 
Mstep: Class 13 contains 42980 members 
Mstep: Class 14 contains 33625 members 
Mstep: Class 16 contains 21215 members 
Mstep: Class 17 contains 7082 members 
Mstep: Class 18 contains 4801 members 
Mstep: Class 19 contains 6176 members 
Mstep: Class 20 contains 5812 members 
Mstep: Class 21 contains 4499 members 
Mstep: Class 22 contains 100802 members 
Mstep: Class 23 contains 11180 members 
Mstep: Class 24 contains 7991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22959792.000000 Penalty: 46635.195312
Iteration 9F: 23 clusters Score -2.295979e+07 nChanged 45396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 10435 members 
Mstep: Class 3 contains 31942 members 
Mstep: Class 4 contains 9666 members 
Mstep: Class 5 contains 6768 members 
Mstep: Class 6 contains 67672 members 
Mstep: Class 7 contains 12693 members 
Mstep: Class 8 contains 2709 members 
Mstep: Class 10 contains 22162 members 
Mstep: Class 11 contains 7663 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 45633 members 
Mstep: Class 14 contains 36887 members 
Mstep: Class 16 contains 19095 members 
Mstep: Class 17 contains 6345 members 
Mstep: Class 18 contains 4292 members 
Mstep: Class 19 contains 4419 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 3374 members 
Mstep: Class 22 contains 114977 members 
Mstep: Class 23 contains 11248 members 
Mstep: Class 24 contains 8118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1988.320923 but Gain 2119.781250
Score: -22990832.000000 Penalty: 44515.414062
Iteration 10F: 22 clusters Score -2.299083e+07 nChanged 42140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 9479 members 
Mstep: Class 3 contains 31672 members 
Mstep: Class 4 contains 6786 members 
Mstep: Class 5 contains 6094 members 
Mstep: Class 6 contains 69544 members 
Mstep: Class 7 contains 11316 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 10 contains 20486 members 
Mstep: Class 11 contains 6319 members 
Mstep: Class 13 contains 47882 members 
Mstep: Class 14 contains 39987 members 
Mstep: Class 16 contains 17115 members 
Mstep: Class 17 contains 5632 members 
Mstep: Class 18 contains 4111 members 
Mstep: Class 19 contains 3178 members 
Mstep: Class 20 contains 3098 members 
Mstep: Class 21 contains 2570 members 
Mstep: Class 22 contains 129137 members 
Mstep: Class 23 contains 11328 members 
Mstep: Class 24 contains 8549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23020894.000000 Penalty: 44515.414062
Iteration 11F: 22 clusters Score -2.302089e+07 nChanged 34219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 8757 members 
Mstep: Class 3 contains 31092 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 5364 members 
Mstep: Class 6 contains 69766 members 
Mstep: Class 7 contains 10088 members 
Mstep: Class 8 contains 1852 members 
Mstep: Class 10 contains 18781 members 
Mstep: Class 11 contains 5238 members 
Mstep: Class 13 contains 49583 members 
Mstep: Class 14 contains 41951 members 
Mstep: Class 16 contains 15233 members 
Mstep: Class 17 contains 4929 members 
Mstep: Class 18 contains 4091 members 
Mstep: Class 19 contains 2229 members 
Mstep: Class 20 contains 2240 members 
Mstep: Class 21 contains 1930 members 
Mstep: Class 22 contains 141374 members 
Mstep: Class 23 contains 11381 members 
Mstep: Class 24 contains 9069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1669.831177 but Gain 2119.781250
Score: -23042852.000000 Penalty: 42395.632812
Iteration 12F: 21 clusters Score -2.304285e+07 nChanged 29972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 8212 members 
Mstep: Class 3 contains 30659 members 
Mstep: Class 4 contains 3057 members 
Mstep: Class 5 contains 4728 members 
Mstep: Class 6 contains 69433 members 
Mstep: Class 7 contains 9090 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 10 contains 17453 members 
Mstep: Class 11 contains 4589 members 
Mstep: Class 13 contains 50906 members 
Mstep: Class 14 contains 43220 members 
Mstep: Class 16 contains 13576 members 
Mstep: Class 17 contains 4344 members 
Mstep: Class 18 contains 4202 members 
Mstep: Class 20 contains 1675 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 152289 members 
Mstep: Class 23 contains 11458 members 
Mstep: Class 24 contains 9817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1369.644165 but Gain 2119.781250
Score: -23062068.000000 Penalty: 40275.851562
Iteration 13F: 20 clusters Score -2.306207e+07 nChanged 24733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 7742 members 
Mstep: Class 3 contains 30177 members 
Mstep: Class 4 contains 2111 members 
Mstep: Class 5 contains 4178 members 
Mstep: Class 6 contains 68083 members 
Mstep: Class 7 contains 8223 members 
Mstep: Class 8 contains 1253 members 
Mstep: Class 10 contains 16267 members 
Mstep: Class 11 contains 4089 members 
Mstep: Class 13 contains 51901 members 
Mstep: Class 14 contains 43991 members 
Mstep: Class 16 contains 12244 members 
Mstep: Class 17 contains 3890 members 
Mstep: Class 18 contains 4282 members 
Mstep: Class 20 contains 1307 members 
Mstep: Class 22 contains 161585 members 
Mstep: Class 23 contains 11607 members 
Mstep: Class 24 contains 10663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1227.126465 but Gain 2119.781250
Score: -23076692.000000 Penalty: 38156.070312
Iteration 14F: 19 clusters Score -2.307669e+07 nChanged 20559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 7413 members 
Mstep: Class 3 contains 29518 members 
Mstep: Class 4 contains 1523 members 
Mstep: Class 5 contains 3700 members 
Mstep: Class 6 contains 66438 members 
Mstep: Class 7 contains 7520 members 
Mstep: Class 8 contains 1028 members 
Mstep: Class 10 contains 15396 members 
Mstep: Class 11 contains 3864 members 
Mstep: Class 13 contains 52526 members 
Mstep: Class 14 contains 44407 members 
Mstep: Class 16 contains 11099 members 
Mstep: Class 17 contains 3513 members 
Mstep: Class 18 contains 4388 members 
Mstep: Class 22 contains 169156 members 
Mstep: Class 23 contains 11869 members 
Mstep: Class 24 contains 11574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1159.248169 but Gain 2119.781250
Score: -23088222.000000 Penalty: 36036.289062
Iteration 15Q: 18 clusters Score -2.308822e+07 nChanged 17150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 7173 members 
Mstep: Class 3 contains 28863 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3341 members 
Mstep: Class 6 contains 64349 members 
Mstep: Class 7 contains 6949 members 
Mstep: Class 10 contains 14794 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 13 contains 52854 members 
Mstep: Class 14 contains 44376 members 
Mstep: Class 16 contains 10267 members 
Mstep: Class 17 contains 3276 members 
Mstep: Class 18 contains 4486 members 
Mstep: Class 22 contains 175679 members 
Mstep: Class 23 contains 12169 members 
Mstep: Class 24 contains 12448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1007.820862 but Gain 2119.781250
Score: -23097298.000000 Penalty: 33916.507812
Iteration 16Q: 17 clusters Score -2.30973e+07 nChanged 14932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 7014 members 
Mstep: Class 3 contains 28322 members 
Mstep: Class 5 contains 3049 members 
Mstep: Class 6 contains 62108 members 
Mstep: Class 7 contains 6447 members 
Mstep: Class 10 contains 14373 members 
Mstep: Class 11 contains 3733 members 
Mstep: Class 13 contains 52973 members 
Mstep: Class 14 contains 44138 members 
Mstep: Class 16 contains 9589 members 
Mstep: Class 17 contains 3112 members 
Mstep: Class 18 contains 4516 members 
Mstep: Class 22 contains 181563 members 
Mstep: Class 23 contains 12538 members 
Mstep: Class 24 contains 13241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23103746.000000 Penalty: 33916.507812
Iteration 17Q: 17 clusters Score -2.310375e+07 nChanged 12228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 6883 members 
Mstep: Class 3 contains 27758 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 59746 members 
Mstep: Class 7 contains 5969 members 
Mstep: Class 10 contains 14057 members 
Mstep: Class 11 contains 3670 members 
Mstep: Class 13 contains 52814 members 
Mstep: Class 14 contains 43755 members 
Mstep: Class 16 contains 9037 members 
Mstep: Class 17 contains 2983 members 
Mstep: Class 18 contains 4542 members 
Mstep: Class 22 contains 186283 members 
Mstep: Class 23 contains 13046 members 
Mstep: Class 24 contains 14012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23107626.000000 Penalty: 33916.507812
Iteration 18Q: 17 clusters Score -2.310763e+07 nChanged 10912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 6811 members 
Mstep: Class 3 contains 27234 members 
Mstep: Class 5 contains 2671 members 
Mstep: Class 6 contains 57361 members 
Mstep: Class 7 contains 5584 members 
Mstep: Class 10 contains 13805 members 
Mstep: Class 11 contains 3648 members 
Mstep: Class 13 contains 52539 members 
Mstep: Class 14 contains 43315 members 
Mstep: Class 16 contains 8585 members 
Mstep: Class 17 contains 2864 members 
Mstep: Class 18 contains 4564 members 
Mstep: Class 22 contains 190467 members 
Mstep: Class 23 contains 13678 members 
Mstep: Class 24 contains 14775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23110998.000000 Penalty: 33916.507812
Iteration 19Q: 17 clusters Score -2.3111e+07 nChanged 9754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 6802 members 
Mstep: Class 3 contains 26742 members 
Mstep: Class 5 contains 2562 members 
Mstep: Class 6 contains 54970 members 
Mstep: Class 7 contains 5225 members 
Mstep: Class 10 contains 13624 members 
Mstep: Class 11 contains 3660 members 
Mstep: Class 13 contains 52202 members 
Mstep: Class 14 contains 42813 members 
Mstep: Class 16 contains 8278 members 
Mstep: Class 17 contains 2789 members 
Mstep: Class 18 contains 4575 members 
Mstep: Class 22 contains 194239 members 
Mstep: Class 23 contains 14389 members 
Mstep: Class 24 contains 15530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23113662.000000 Penalty: 33916.507812
Iteration 20F: 17 clusters Score -2.311366e+07 nChanged 9078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 6813 members 
Mstep: Class 3 contains 26304 members 
Mstep: Class 5 contains 2506 members 
Mstep: Class 6 contains 52629 members 
Mstep: Class 7 contains 4922 members 
Mstep: Class 10 contains 13454 members 
Mstep: Class 11 contains 3671 members 
Mstep: Class 13 contains 51781 members 
Mstep: Class 14 contains 42232 members 
Mstep: Class 16 contains 8008 members 
Mstep: Class 17 contains 2716 members 
Mstep: Class 18 contains 4572 members 
Mstep: Class 22 contains 197863 members 
Mstep: Class 23 contains 15104 members 
Mstep: Class 24 contains 16288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23115998.000000 Penalty: 33916.507812
Iteration 21Q: 17 clusters Score -2.3116e+07 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 6853 members 
Mstep: Class 3 contains 25887 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 50395 members 
Mstep: Class 7 contains 4621 members 
Mstep: Class 10 contains 13338 members 
Mstep: Class 11 contains 3686 members 
Mstep: Class 13 contains 51295 members 
Mstep: Class 14 contains 41579 members 
Mstep: Class 16 contains 7748 members 
Mstep: Class 17 contains 2657 members 
Mstep: Class 18 contains 4584 members 
Mstep: Class 22 contains 201345 members 
Mstep: Class 23 contains 15848 members 
Mstep: Class 24 contains 16992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23118034.000000 Penalty: 33916.507812
Iteration 22Q: 17 clusters Score -2.311803e+07 nChanged 8155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 6851 members 
Mstep: Class 3 contains 25496 members 
Mstep: Class 5 contains 2477 members 
Mstep: Class 6 contains 48284 members 
Mstep: Class 7 contains 4336 members 
Mstep: Class 10 contains 13225 members 
Mstep: Class 11 contains 3653 members 
Mstep: Class 13 contains 50805 members 
Mstep: Class 14 contains 40892 members 
Mstep: Class 16 contains 7497 members 
Mstep: Class 17 contains 2623 members 
Mstep: Class 18 contains 4595 members 
Mstep: Class 22 contains 204631 members 
Mstep: Class 23 contains 16608 members 
Mstep: Class 24 contains 17739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23120214.000000 Penalty: 33916.507812
Iteration 23Q: 17 clusters Score -2.312021e+07 nChanged 8151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 6888 members 
Mstep: Class 3 contains 25096 members 
Mstep: Class 5 contains 2499 members 
Mstep: Class 6 contains 46187 members 
Mstep: Class 7 contains 4069 members 
Mstep: Class 10 contains 13167 members 
Mstep: Class 11 contains 3626 members 
Mstep: Class 13 contains 50209 members 
Mstep: Class 14 contains 40130 members 
Mstep: Class 16 contains 7250 members 
Mstep: Class 17 contains 2586 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 22 contains 207872 members 
Mstep: Class 23 contains 17429 members 
Mstep: Class 24 contains 18500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23122574.000000 Penalty: 33916.507812
Iteration 24Q: 17 clusters Score -2.312257e+07 nChanged 7917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 6908 members 
Mstep: Class 3 contains 24721 members 
Mstep: Class 5 contains 2552 members 
Mstep: Class 6 contains 44134 members 
Mstep: Class 7 contains 3815 members 
Mstep: Class 10 contains 13111 members 
Mstep: Class 11 contains 3592 members 
Mstep: Class 13 contains 49554 members 
Mstep: Class 14 contains 39319 members 
Mstep: Class 16 contains 7025 members 
Mstep: Class 17 contains 2552 members 
Mstep: Class 18 contains 4660 members 
Mstep: Class 22 contains 211062 members 
Mstep: Class 23 contains 18285 members 
Mstep: Class 24 contains 19249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23124760.000000 Penalty: 33916.507812
Iteration 25Q: 17 clusters Score -2.312476e+07 nChanged 7834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 6941 members 
Mstep: Class 3 contains 24353 members 
Mstep: Class 5 contains 2632 members 
Mstep: Class 6 contains 42106 members 
Mstep: Class 7 contains 3584 members 
Mstep: Class 10 contains 13045 members 
Mstep: Class 11 contains 3546 members 
Mstep: Class 13 contains 48805 members 
Mstep: Class 14 contains 38542 members 
Mstep: Class 16 contains 6789 members 
Mstep: Class 17 contains 2510 members 
Mstep: Class 18 contains 4726 members 
Mstep: Class 22 contains 214166 members 
Mstep: Class 23 contains 19176 members 
Mstep: Class 24 contains 20015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23127250.000000 Penalty: 33916.507812
Iteration 26Q: 17 clusters Score -2.312725e+07 nChanged 7849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 6888 members 
Mstep: Class 3 contains 23982 members 
Mstep: Class 5 contains 2760 members 
Mstep: Class 6 contains 40115 members 
Mstep: Class 7 contains 3367 members 
Mstep: Class 10 contains 12987 members 
Mstep: Class 11 contains 3510 members 
Mstep: Class 13 contains 48028 members 
Mstep: Class 14 contains 37775 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 2472 members 
Mstep: Class 18 contains 4811 members 
Mstep: Class 22 contains 217227 members 
Mstep: Class 23 contains 20121 members 
Mstep: Class 24 contains 20706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23129416.000000 Penalty: 33916.507812
Iteration 27Q: 17 clusters Score -2.312942e+07 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 6858 members 
Mstep: Class 3 contains 23609 members 
Mstep: Class 5 contains 2883 members 
Mstep: Class 6 contains 38235 members 
Mstep: Class 7 contains 3165 members 
Mstep: Class 10 contains 12899 members 
Mstep: Class 11 contains 3475 members 
Mstep: Class 13 contains 47249 members 
Mstep: Class 14 contains 36996 members 
Mstep: Class 16 contains 6303 members 
Mstep: Class 17 contains 2442 members 
Mstep: Class 18 contains 4916 members 
Mstep: Class 22 contains 220205 members 
Mstep: Class 23 contains 21003 members 
Mstep: Class 24 contains 21388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23131760.000000 Penalty: 33916.507812
Iteration 28Q: 17 clusters Score -2.313176e+07 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 6834 members 
Mstep: Class 3 contains 23286 members 
Mstep: Class 5 contains 2983 members 
Mstep: Class 6 contains 36392 members 
Mstep: Class 7 contains 2987 members 
Mstep: Class 10 contains 12773 members 
Mstep: Class 11 contains 3466 members 
Mstep: Class 13 contains 46514 members 
Mstep: Class 14 contains 36230 members 
Mstep: Class 16 contains 6018 members 
Mstep: Class 17 contains 2414 members 
Mstep: Class 18 contains 5026 members 
Mstep: Class 22 contains 223189 members 
Mstep: Class 23 contains 21863 members 
Mstep: Class 24 contains 22008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23134286.000000 Penalty: 33916.507812
Iteration 29Q: 17 clusters Score -2.313429e+07 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 6786 members 
Mstep: Class 3 contains 22980 members 
Mstep: Class 5 contains 3117 members 
Mstep: Class 6 contains 34676 members 
Mstep: Class 7 contains 2871 members 
Mstep: Class 10 contains 12681 members 
Mstep: Class 11 contains 3457 members 
Mstep: Class 13 contains 45797 members 
Mstep: Class 14 contains 35430 members 
Mstep: Class 16 contains 5680 members 
Mstep: Class 17 contains 2364 members 
Mstep: Class 18 contains 5155 members 
Mstep: Class 22 contains 226184 members 
Mstep: Class 23 contains 22634 members 
Mstep: Class 24 contains 22510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23136184.000000 Penalty: 33916.507812
Iteration 30Q: 17 clusters Score -2.313618e+07 nChanged 7172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 6720 members 
Mstep: Class 3 contains 22668 members 
Mstep: Class 5 contains 3243 members 
Mstep: Class 6 contains 33045 members 
Mstep: Class 7 contains 2768 members 
Mstep: Class 10 contains 12548 members 
Mstep: Class 11 contains 3452 members 
Mstep: Class 13 contains 45162 members 
Mstep: Class 14 contains 34673 members 
Mstep: Class 16 contains 5334 members 
Mstep: Class 17 contains 2298 members 
Mstep: Class 18 contains 5312 members 
Mstep: Class 22 contains 229192 members 
Mstep: Class 23 contains 23323 members 
Mstep: Class 24 contains 22915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23138570.000000 Penalty: 33916.507812
Iteration 31Q: 17 clusters Score -2.313857e+07 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 6604 members 
Mstep: Class 3 contains 22345 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 31495 members 
Mstep: Class 7 contains 2677 members 
Mstep: Class 10 contains 12413 members 
Mstep: Class 11 contains 3437 members 
Mstep: Class 13 contains 44562 members 
Mstep: Class 14 contains 33946 members 
Mstep: Class 16 contains 4964 members 
Mstep: Class 17 contains 2259 members 
Mstep: Class 18 contains 5477 members 
Mstep: Class 22 contains 232318 members 
Mstep: Class 23 contains 23895 members 
Mstep: Class 24 contains 23230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140598.000000 Penalty: 33916.507812
Iteration 32Q: 17 clusters Score -2.31406e+07 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 6460 members 
Mstep: Class 3 contains 21950 members 
Mstep: Class 5 contains 3475 members 
Mstep: Class 6 contains 30012 members 
Mstep: Class 7 contains 2618 members 
Mstep: Class 10 contains 12287 members 
Mstep: Class 11 contains 3413 members 
Mstep: Class 13 contains 44088 members 
Mstep: Class 14 contains 33243 members 
Mstep: Class 16 contains 4582 members 
Mstep: Class 17 contains 2217 members 
Mstep: Class 18 contains 5666 members 
Mstep: Class 22 contains 235501 members 
Mstep: Class 23 contains 24334 members 
Mstep: Class 24 contains 23500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142336.000000 Penalty: 33916.507812
Iteration 33Q: 17 clusters Score -2.314234e+07 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 6298 members 
Mstep: Class 3 contains 21551 members 
Mstep: Class 5 contains 3546 members 
Mstep: Class 6 contains 28631 members 
Mstep: Class 7 contains 2581 members 
Mstep: Class 10 contains 12165 members 
Mstep: Class 11 contains 3386 members 
Mstep: Class 13 contains 43718 members 
Mstep: Class 14 contains 32512 members 
Mstep: Class 16 contains 4221 members 
Mstep: Class 17 contains 2176 members 
Mstep: Class 18 contains 5841 members 
Mstep: Class 22 contains 238728 members 
Mstep: Class 23 contains 24656 members 
Mstep: Class 24 contains 23668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23144090.000000 Penalty: 33916.507812
Iteration 34Q: 17 clusters Score -2.314409e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 6130 members 
Mstep: Class 3 contains 21179 members 
Mstep: Class 5 contains 3591 members 
Mstep: Class 6 contains 27285 members 
Mstep: Class 7 contains 2549 members 
Mstep: Class 10 contains 12039 members 
Mstep: Class 11 contains 3376 members 
Mstep: Class 13 contains 43320 members 
Mstep: Class 14 contains 31771 members 
Mstep: Class 16 contains 3923 members 
Mstep: Class 17 contains 2148 members 
Mstep: Class 18 contains 6013 members 
Mstep: Class 22 contains 242019 members 
Mstep: Class 23 contains 24902 members 
Mstep: Class 24 contains 23779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145804.000000 Penalty: 33916.507812
Iteration 35Q: 17 clusters Score -2.31458e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 5958 members 
Mstep: Class 3 contains 20754 members 
Mstep: Class 5 contains 3635 members 
Mstep: Class 6 contains 26030 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 10 contains 11928 members 
Mstep: Class 11 contains 3374 members 
Mstep: Class 13 contains 42992 members 
Mstep: Class 14 contains 30926 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 6120 members 
Mstep: Class 22 contains 245438 members 
Mstep: Class 23 contains 25048 members 
Mstep: Class 24 contains 23823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23147384.000000 Penalty: 33916.507812
Iteration 36Q: 17 clusters Score -2.314738e+07 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 5777 members 
Mstep: Class 3 contains 20261 members 
Mstep: Class 5 contains 3667 members 
Mstep: Class 6 contains 24776 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 10 contains 11810 members 
Mstep: Class 11 contains 3382 members 
Mstep: Class 13 contains 42676 members 
Mstep: Class 14 contains 30080 members 
Mstep: Class 16 contains 3562 members 
Mstep: Class 17 contains 2114 members 
Mstep: Class 18 contains 6184 members 
Mstep: Class 22 contains 248993 members 
Mstep: Class 23 contains 25148 members 
Mstep: Class 24 contains 23794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148996.000000 Penalty: 33916.507812
Iteration 37Q: 17 clusters Score -2.3149e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 5566 members 
Mstep: Class 3 contains 19789 members 
Mstep: Class 5 contains 3678 members 
Mstep: Class 6 contains 23655 members 
Mstep: Class 7 contains 2514 members 
Mstep: Class 10 contains 11698 members 
Mstep: Class 11 contains 3392 members 
Mstep: Class 13 contains 42382 members 
Mstep: Class 14 contains 29202 members 
Mstep: Class 16 contains 3452 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 6226 members 
Mstep: Class 22 contains 252559 members 
Mstep: Class 23 contains 25167 members 
Mstep: Class 24 contains 23709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23150090.000000 Penalty: 33916.507812
Iteration 38Q: 17 clusters Score -2.315009e+07 nChanged 4848
Entering ConstructFrom: 
Score: -23150090.000000 Penalty: 33916.507812
Entering ConstructFrom: 
Trying to split cluster 1 (7280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Entering Unmasked Estep 
Score: -398681.281250 Penalty: 1445.093994
	Iteration 0F: 2 clusters Score -398681.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -393232.593750 Penalty: 2890.187988
	Iteration 0F: 3 clusters Score -393232.6 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -394921.312500 Penalty: 2890.187988
	Iteration 1F: 3 clusters Score -394921.3 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -395159.031250 Penalty: 2890.187988
	Iteration 2F: 3 clusters Score -395159 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -395351.625000 Penalty: 2890.187988
	Iteration 3F: 3 clusters Score -395351.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -395556.875000 Penalty: 2890.187988
	Iteration 4F: 3 clusters Score -395556.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -395813.312500 Penalty: 2890.187988
	Iteration 5F: 3 clusters Score -395813.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -396096.531250 Penalty: 2890.187988
	Iteration 6F: 3 clusters Score -396096.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -396374.187500 Penalty: 2890.187988
	Iteration 7F: 3 clusters Score -396374.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -396649.000000 Penalty: 2890.187988
	Iteration 8Q: 3 clusters Score -396649 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -396906.312500 Penalty: 2890.187988
	Iteration 9Q: 3 clusters Score -396906.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -397081.343750 Penalty: 2890.187988
	Iteration 10Q: 3 clusters Score -397081.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -397217.312500 Penalty: 2890.187988
	Iteration 11Q: 3 clusters Score -397217.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -397288.750000 Penalty: 2890.187988
	Iteration 12Q: 3 clusters Score -397288.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -397337.125000 Penalty: 2890.187988
	Iteration 13Q: 3 clusters Score -397337.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -397381.281250 Penalty: 2890.187988
	Iteration 14Q: 3 clusters Score -397381.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -397410.687500 Penalty: 2890.187988
	Iteration 15Q: 3 clusters Score -397410.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -397429.250000 Penalty: 2890.187988
	Iteration 16Q: 3 clusters Score -397429.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -397439.593750 Penalty: 2890.187988
	Iteration 17Q: 3 clusters Score -397439.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -397445.875000 Penalty: 2890.187988
	Iteration 18Q: 3 clusters Score -397445.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -397451.562500 Penalty: 2890.187988
	Iteration 19Q: 3 clusters Score -397451.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -397458.593750 Penalty: 2890.187988
	Iteration 20F: 3 clusters Score -397458.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -397461.843750 Penalty: 2890.187988
	Iteration 21Q: 3 clusters Score -397461.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -397464.968750 Penalty: 2890.187988
	Iteration 22Q: 3 clusters Score -397465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -397468.906250 Penalty: 2890.187988
	Iteration 23Q: 3 clusters Score -397468.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -397475.343750 Penalty: 2890.187988
	Iteration 24Q: 3 clusters Score -397475.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -397479.750000 Penalty: 2890.187988
	Iteration 25Q: 3 clusters Score -397479.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -397481.218750 Penalty: 2890.187988
	Iteration 26Q: 3 clusters Score -397481.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -397484.125000 Penalty: 2890.187988
	Iteration 27Q: 3 clusters Score -397484.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -397485.125000 Penalty: 2890.187988
	Iteration 28Q: 3 clusters Score -397485.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -397487.062500 Penalty: 2890.187988
	Iteration 29Q: 3 clusters Score -397487.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -397490.718750 Penalty: 2890.187988
	Iteration 30Q: 3 clusters Score -397490.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -397492.593750 Penalty: 2890.187988
	Iteration 31Q: 3 clusters Score -397492.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -397493.000000 Penalty: 2890.187988
	Iteration 32Q: 3 clusters Score -397493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -397493.281250 Penalty: 2890.187988
	Iteration 33Q: 3 clusters Score -397493.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -397495.906250 Penalty: 2890.187988
	Iteration 34Q: 3 clusters Score -397495.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -397496.718750 Penalty: 2890.187988
	Iteration 35Q: 3 clusters Score -397496.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -397496.718750 Penalty: 2890.187988
	Iteration 36F: 3 clusters Score -397496.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Entering Unmasked Estep 
Score: -287214.562500 Penalty: 1395.402466
	Iteration 0F: 2 clusters Score -287214.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -283035.531250 Penalty: 2790.804932
	Iteration 0F: 3 clusters Score -283035.5 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -284156.906250 Penalty: 2790.804932
	Iteration 1F: 3 clusters Score -284156.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -284338.156250 Penalty: 2790.804932
	Iteration 2F: 3 clusters Score -284338.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -284451.187500 Penalty: 2790.804932
	Iteration 3Q: 3 clusters Score -284451.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -284542.125000 Penalty: 2790.804932
	Iteration 4Q: 3 clusters Score -284542.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -284644.031250 Penalty: 2790.804932
	Iteration 5Q: 3 clusters Score -284644 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -284771.375000 Penalty: 2790.804932
	Iteration 6Q: 3 clusters Score -284771.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -284897.687500 Penalty: 2790.804932
	Iteration 7Q: 3 clusters Score -284897.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -284996.156250 Penalty: 2790.804932
	Iteration 8Q: 3 clusters Score -284996.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -285082.406250 Penalty: 2790.804932
	Iteration 9Q: 3 clusters Score -285082.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -285161.062500 Penalty: 2790.804932
	Iteration 10Q: 3 clusters Score -285161.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -285243.375000 Penalty: 2790.804932
	Iteration 11Q: 3 clusters Score -285243.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -285338.218750 Penalty: 2790.804932
	Iteration 12Q: 3 clusters Score -285338.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -285413.500000 Penalty: 2790.804932
	Iteration 13Q: 3 clusters Score -285413.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -285471.906250 Penalty: 2790.804932
	Iteration 14Q: 3 clusters Score -285471.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -285534.062500 Penalty: 2790.804932
	Iteration 15Q: 3 clusters Score -285534.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -285576.625000 Penalty: 2790.804932
	Iteration 16Q: 3 clusters Score -285576.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -285606.687500 Penalty: 2790.804932
	Iteration 17Q: 3 clusters Score -285606.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -285630.906250 Penalty: 2790.804932
	Iteration 18Q: 3 clusters Score -285630.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -285650.562500 Penalty: 2790.804932
	Iteration 19Q: 3 clusters Score -285650.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -285665.000000 Penalty: 2790.804932
	Iteration 20F: 3 clusters Score -285665 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -285674.875000 Penalty: 2790.804932
	Iteration 21Q: 3 clusters Score -285674.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -285681.656250 Penalty: 2790.804932
	Iteration 22Q: 3 clusters Score -285681.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -285688.937500 Penalty: 2790.804932
	Iteration 23Q: 3 clusters Score -285688.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -285695.343750 Penalty: 2790.804932
	Iteration 24Q: 3 clusters Score -285695.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -285702.125000 Penalty: 2790.804932
	Iteration 25Q: 3 clusters Score -285702.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -285705.968750 Penalty: 2790.804932
	Iteration 26Q: 3 clusters Score -285706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -285709.468750 Penalty: 2790.804932
	Iteration 27Q: 3 clusters Score -285709.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -285710.156250 Penalty: 2790.804932
	Iteration 28Q: 3 clusters Score -285710.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -285710.968750 Penalty: 2790.804932
	Iteration 29Q: 3 clusters Score -285711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -285712.687500 Penalty: 2790.804932
	Iteration 30Q: 3 clusters Score -285712.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -285712.843750 Penalty: 2790.804932
	Iteration 31Q: 3 clusters Score -285712.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -285714.000000 Penalty: 2790.804932
	Iteration 32Q: 3 clusters Score -285714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -285714.968750 Penalty: 2790.804932
	Iteration 33Q: 3 clusters Score -285715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -285715.093750 Penalty: 2790.804932
	Iteration 34Q: 3 clusters Score -285715.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -285716.437500 Penalty: 2790.804932
	Iteration 35Q: 3 clusters Score -285716.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -285717.750000 Penalty: 2790.804932
	Iteration 36Q: 3 clusters Score -285717.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -285718.687500 Penalty: 2790.804932
	Iteration 37Q: 3 clusters Score -285718.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -285719.687500 Penalty: 2790.804932
	Iteration 38Q: 3 clusters Score -285719.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -285720.906250 Penalty: 2790.804932
	Iteration 39Q: 3 clusters Score -285720.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -285720.468750 Penalty: 2790.804932
	Iteration 40F: 3 clusters Score -285720.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -285720.968750 Penalty: 2790.804932
	Iteration 41Q: 3 clusters Score -285721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -285720.812500 Penalty: 2790.804932
	Iteration 42Q: 3 clusters Score -285720.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -285720.968750 Penalty: 2790.804932
	Iteration 43Q: 3 clusters Score -285721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -285721.718750 Penalty: 2790.804932
	Iteration 44Q: 3 clusters Score -285721.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -285721.718750 Penalty: 2790.804932
	Iteration 45F: 3 clusters Score -285721.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Entering Unmasked Estep 
Score: -1032519.187500 Penalty: 1603.476807
	Iteration 0F: 2 clusters Score -1032519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1019347.125000 Penalty: 3206.953613
	Iteration 0F: 3 clusters Score -1019347 nChanged 8780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1023937.687500 Penalty: 3206.953613
	Iteration 1F: 3 clusters Score -1023938 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1024197.375000 Penalty: 3206.953613
	Iteration 2Q: 3 clusters Score -1024197 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1024432.312500 Penalty: 3206.953613
	Iteration 3Q: 3 clusters Score -1024432 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1024663.500000 Penalty: 3206.953613
	Iteration 4Q: 3 clusters Score -1024664 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1024923.750000 Penalty: 3206.953613
	Iteration 5Q: 3 clusters Score -1024924 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1025228.437500 Penalty: 3206.953613
	Iteration 6Q: 3 clusters Score -1025228 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1025568.062500 Penalty: 3206.953613
	Iteration 7Q: 3 clusters Score -1025568 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1026029.000000 Penalty: 3206.953613
	Iteration 8Q: 3 clusters Score -1026029 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1026723.875000 Penalty: 3206.953613
	Iteration 9F: 3 clusters Score -1026724 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1027734.375000 Penalty: 3206.953613
	Iteration 10F: 3 clusters Score -1027734 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -1028890.125000 Penalty: 3206.953613
	Iteration 11F: 3 clusters Score -1028890 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -1029952.812500 Penalty: 3206.953613
	Iteration 12F: 3 clusters Score -1029953 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -1030641.000000 Penalty: 3206.953613
	Iteration 13Q: 3 clusters Score -1030641 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -1030913.437500 Penalty: 3206.953613
	Iteration 14Q: 3 clusters Score -1030913 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -1031033.250000 Penalty: 3206.953613
	Iteration 15Q: 3 clusters Score -1031033 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -1031102.687500 Penalty: 3206.953613
	Iteration 16Q: 3 clusters Score -1031103 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -1031149.500000 Penalty: 3206.953613
	Iteration 17Q: 3 clusters Score -1031150 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -1031184.500000 Penalty: 3206.953613
	Iteration 18Q: 3 clusters Score -1031184 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -1031209.250000 Penalty: 3206.953613
	Iteration 19Q: 3 clusters Score -1031209 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -1031238.125000 Penalty: 3206.953613
	Iteration 20F: 3 clusters Score -1031238 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -1031259.625000 Penalty: 3206.953613
	Iteration 21Q: 3 clusters Score -1031260 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -1031279.125000 Penalty: 3206.953613
	Iteration 22Q: 3 clusters Score -1031279 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -1031292.625000 Penalty: 3206.953613
	Iteration 23Q: 3 clusters Score -1031293 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -1031304.125000 Penalty: 3206.953613
	Iteration 24Q: 3 clusters Score -1031304 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -1031312.312500 Penalty: 3206.953613
	Iteration 25Q: 3 clusters Score -1031312 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -1031325.062500 Penalty: 3206.953613
	Iteration 26Q: 3 clusters Score -1031325 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -1031330.875000 Penalty: 3206.953613
	Iteration 27Q: 3 clusters Score -1031331 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -1031335.750000 Penalty: 3206.953613
	Iteration 28Q: 3 clusters Score -1031336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -1031343.562500 Penalty: 3206.953613
	Iteration 29Q: 3 clusters Score -1031344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -1031348.000000 Penalty: 3206.953613
	Iteration 30Q: 3 clusters Score -1031348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -1031352.000000 Penalty: 3206.953613
	Iteration 31Q: 3 clusters Score -1031352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -1031358.312500 Penalty: 3206.953613
	Iteration 32Q: 3 clusters Score -1031358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -1031363.312500 Penalty: 3206.953613
	Iteration 33Q: 3 clusters Score -1031363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -1031366.250000 Penalty: 3206.953613
	Iteration 34Q: 3 clusters Score -1031366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -1031368.312500 Penalty: 3206.953613
	Iteration 35Q: 3 clusters Score -1031368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -1031369.500000 Penalty: 3206.953613
	Iteration 36Q: 3 clusters Score -1031370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -1031369.375000 Penalty: 3206.953613
	Iteration 37Q: 3 clusters Score -1031369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -1031368.312500 Penalty: 3206.953613
	Iteration 38Q: 3 clusters Score -1031368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -1031366.437500 Penalty: 3206.953613
	Iteration 39Q: 3 clusters Score -1031366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -1031366.125000 Penalty: 3206.953613
	Iteration 40F: 3 clusters Score -1031366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -1031369.625000 Penalty: 3206.953613
	Iteration 41Q: 3 clusters Score -1031370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -1031371.312500 Penalty: 3206.953613
	Iteration 42Q: 3 clusters Score -1031371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -1031371.437500 Penalty: 3206.953613
	Iteration 43Q: 3 clusters Score -1031371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -1031373.062500 Penalty: 3206.953613
	Iteration 44Q: 3 clusters Score -1031373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -1031371.250000 Penalty: 3206.953613
	Iteration 45Q: 3 clusters Score -1031371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -1031376.937500 Penalty: 3206.953613
	Iteration 46Q: 3 clusters Score -1031377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -1031375.250000 Penalty: 3206.953613
	Iteration 47Q: 3 clusters Score -1031375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -1031377.312500 Penalty: 3206.953613
	Iteration 48Q: 3 clusters Score -1031377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -1031379.687500 Penalty: 3206.953613
	Iteration 49Q: 3 clusters Score -1031380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -1031385.750000 Penalty: 3206.953613
	Iteration 50Q: 3 clusters Score -1031386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -1031389.562500 Penalty: 3206.953613
	Iteration 51Q: 3 clusters Score -1031390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -1031390.937500 Penalty: 3206.953613
	Iteration 52Q: 3 clusters Score -1031391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -1031393.312500 Penalty: 3206.953613
	Iteration 53Q: 3 clusters Score -1031393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -1031396.437500 Penalty: 3206.953613
	Iteration 54Q: 3 clusters Score -1031396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -1031396.812500 Penalty: 3206.953613
	Iteration 55Q: 3 clusters Score -1031397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -1031399.625000 Penalty: 3206.953613
	Iteration 56Q: 3 clusters Score -1031400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -1031400.187500 Penalty: 3206.953613
	Iteration 57Q: 3 clusters Score -1031400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -1031403.625000 Penalty: 3206.953613
	Iteration 58Q: 3 clusters Score -1031404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -1031403.125000 Penalty: 3206.953613
	Iteration 59Q: 3 clusters Score -1031403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -1031405.125000 Penalty: 3206.953613
	Iteration 60F: 3 clusters Score -1031405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -1031407.937500 Penalty: 3206.953613
	Iteration 61Q: 3 clusters Score -1031408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -1031412.312500 Penalty: 3206.953613
	Iteration 62Q: 3 clusters Score -1031412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -1031413.500000 Penalty: 3206.953613
	Iteration 63Q: 3 clusters Score -1031414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -1031415.500000 Penalty: 3206.953613
	Iteration 64Q: 3 clusters Score -1031416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -1031416.687500 Penalty: 3206.953613
	Iteration 65Q: 3 clusters Score -1031417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -1031416.625000 Penalty: 3206.953613
	Iteration 66Q: 3 clusters Score -1031417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -1031416.937500 Penalty: 3206.953613
	Iteration 67Q: 3 clusters Score -1031417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -1031417.437500 Penalty: 3206.953613
	Iteration 68Q: 3 clusters Score -1031417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -1031417.000000 Penalty: 3206.953613
	Iteration 69Q: 3 clusters Score -1031417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -1031417.000000 Penalty: 3206.953613
	Iteration 70F: 3 clusters Score -1031417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Entering Unmasked Estep 
Score: -192084.890625 Penalty: 1334.100952
	Iteration 0F: 2 clusters Score -192084.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -189013.015625 Penalty: 2668.201904
	Iteration 0F: 3 clusters Score -189013 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -189781.687500 Penalty: 2668.201904
	Iteration 1F: 3 clusters Score -189781.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -189896.984375 Penalty: 2668.201904
	Iteration 2F: 3 clusters Score -189897 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -189973.687500 Penalty: 2668.201904
	Iteration 3Q: 3 clusters Score -189973.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -190023.734375 Penalty: 2668.201904
	Iteration 4Q: 3 clusters Score -190023.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -190062.875000 Penalty: 2668.201904
	Iteration 5Q: 3 clusters Score -190062.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -190103.421875 Penalty: 2668.201904
	Iteration 6Q: 3 clusters Score -190103.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -190134.796875 Penalty: 2668.201904
	Iteration 7Q: 3 clusters Score -190134.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -190162.328125 Penalty: 2668.201904
	Iteration 8Q: 3 clusters Score -190162.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -190192.859375 Penalty: 2668.201904
	Iteration 9Q: 3 clusters Score -190192.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -190225.250000 Penalty: 2668.201904
	Iteration 10Q: 3 clusters Score -190225.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -190257.562500 Penalty: 2668.201904
	Iteration 11Q: 3 clusters Score -190257.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -190284.078125 Penalty: 2668.201904
	Iteration 12Q: 3 clusters Score -190284.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -190316.375000 Penalty: 2668.201904
	Iteration 13Q: 3 clusters Score -190316.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -190348.109375 Penalty: 2668.201904
	Iteration 14Q: 3 clusters Score -190348.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -190377.265625 Penalty: 2668.201904
	Iteration 15Q: 3 clusters Score -190377.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -190405.593750 Penalty: 2668.201904
	Iteration 16Q: 3 clusters Score -190405.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -190438.750000 Penalty: 2668.201904
	Iteration 17Q: 3 clusters Score -190438.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -190469.781250 Penalty: 2668.201904
	Iteration 18Q: 3 clusters Score -190469.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -190493.343750 Penalty: 2668.201904
	Iteration 19Q: 3 clusters Score -190493.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -190512.046875 Penalty: 2668.201904
	Iteration 20F: 3 clusters Score -190512 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -190529.171875 Penalty: 2668.201904
	Iteration 21Q: 3 clusters Score -190529.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -190547.453125 Penalty: 2668.201904
	Iteration 22Q: 3 clusters Score -190547.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -190569.875000 Penalty: 2668.201904
	Iteration 23Q: 3 clusters Score -190569.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -190587.437500 Penalty: 2668.201904
	Iteration 24Q: 3 clusters Score -190587.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -190601.328125 Penalty: 2668.201904
	Iteration 25Q: 3 clusters Score -190601.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -190611.359375 Penalty: 2668.201904
	Iteration 26Q: 3 clusters Score -190611.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -190618.578125 Penalty: 2668.201904
	Iteration 27Q: 3 clusters Score -190618.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -190627.578125 Penalty: 2668.201904
	Iteration 28Q: 3 clusters Score -190627.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -190635.578125 Penalty: 2668.201904
	Iteration 29Q: 3 clusters Score -190635.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -190643.859375 Penalty: 2668.201904
	Iteration 30Q: 3 clusters Score -190643.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -190654.468750 Penalty: 2668.201904
	Iteration 31Q: 3 clusters Score -190654.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -190663.765625 Penalty: 2668.201904
	Iteration 32Q: 3 clusters Score -190663.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -190669.062500 Penalty: 2668.201904
	Iteration 33Q: 3 clusters Score -190669.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -190669.656250 Penalty: 2668.201904
	Iteration 34Q: 3 clusters Score -190669.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -190671.546875 Penalty: 2668.201904
	Iteration 35Q: 3 clusters Score -190671.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -190673.171875 Penalty: 2668.201904
	Iteration 36Q: 3 clusters Score -190673.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -190675.609375 Penalty: 2668.201904
	Iteration 37Q: 3 clusters Score -190675.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -190677.031250 Penalty: 2668.201904
	Iteration 38Q: 3 clusters Score -190677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -190677.718750 Penalty: 2668.201904
	Iteration 39Q: 3 clusters Score -190677.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -190678.312500 Penalty: 2668.201904
	Iteration 40F: 3 clusters Score -190678.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -190678.359375 Penalty: 2668.201904
	Iteration 41Q: 3 clusters Score -190678.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -190678.359375 Penalty: 2668.201904
	Iteration 42F: 3 clusters Score -190678.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Entering Unmasked Estep 
Score: -1199339.875000 Penalty: 1629.335205
	Iteration 0F: 2 clusters Score -1199340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1184055.375000 Penalty: 3258.670410
	Iteration 0F: 3 clusters Score -1184055 nChanged 10225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1189749.125000 Penalty: 3258.670410
	Iteration 1F: 3 clusters Score -1189749 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1190198.125000 Penalty: 3258.670410
	Iteration 2Q: 3 clusters Score -1190198 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1190718.125000 Penalty: 3258.670410
	Iteration 3Q: 3 clusters Score -1190718 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1191375.000000 Penalty: 3258.670410
	Iteration 4F: 3 clusters Score -1191375 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1192178.750000 Penalty: 3258.670410
	Iteration 5F: 3 clusters Score -1192179 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1193083.500000 Penalty: 3258.670410
	Iteration 6F: 3 clusters Score -1193084 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1194160.750000 Penalty: 3258.670410
	Iteration 7F: 3 clusters Score -1194161 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1195296.625000 Penalty: 3258.670410
	Iteration 8F: 3 clusters Score -1195297 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1196107.875000 Penalty: 3258.670410
	Iteration 9F: 3 clusters Score -1196108 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1196473.625000 Penalty: 3258.670410
	Iteration 10Q: 3 clusters Score -1196474 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1196673.500000 Penalty: 3258.670410
	Iteration 11Q: 3 clusters Score -1196674 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1196798.500000 Penalty: 3258.670410
	Iteration 12Q: 3 clusters Score -1196798 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1196936.750000 Penalty: 3258.670410
	Iteration 13Q: 3 clusters Score -1196937 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1197047.125000 Penalty: 3258.670410
	Iteration 14Q: 3 clusters Score -1197047 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1197126.750000 Penalty: 3258.670410
	Iteration 15Q: 3 clusters Score -1197127 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1197192.625000 Penalty: 3258.670410
	Iteration 16Q: 3 clusters Score -1197193 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1197249.125000 Penalty: 3258.670410
	Iteration 17Q: 3 clusters Score -1197249 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1197289.000000 Penalty: 3258.670410
	Iteration 18Q: 3 clusters Score -1197289 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1197319.000000 Penalty: 3258.670410
	Iteration 19Q: 3 clusters Score -1197319 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1197339.875000 Penalty: 3258.670410
	Iteration 20F: 3 clusters Score -1197340 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1197357.625000 Penalty: 3258.670410
	Iteration 21Q: 3 clusters Score -1197358 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1197370.250000 Penalty: 3258.670410
	Iteration 22Q: 3 clusters Score -1197370 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1197391.250000 Penalty: 3258.670410
	Iteration 23Q: 3 clusters Score -1197391 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1197413.625000 Penalty: 3258.670410
	Iteration 24Q: 3 clusters Score -1197414 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1197427.500000 Penalty: 3258.670410
	Iteration 25Q: 3 clusters Score -1197428 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1197435.625000 Penalty: 3258.670410
	Iteration 26Q: 3 clusters Score -1197436 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1197453.500000 Penalty: 3258.670410
	Iteration 27Q: 3 clusters Score -1197454 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1197470.250000 Penalty: 3258.670410
	Iteration 28Q: 3 clusters Score -1197470 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1197481.125000 Penalty: 3258.670410
	Iteration 29Q: 3 clusters Score -1197481 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1197496.125000 Penalty: 3258.670410
	Iteration 30Q: 3 clusters Score -1197496 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1197501.875000 Penalty: 3258.670410
	Iteration 31Q: 3 clusters Score -1197502 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1197515.125000 Penalty: 3258.670410
	Iteration 32Q: 3 clusters Score -1197515 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1197527.125000 Penalty: 3258.670410
	Iteration 33Q: 3 clusters Score -1197527 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1197540.125000 Penalty: 3258.670410
	Iteration 34Q: 3 clusters Score -1197540 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1197546.500000 Penalty: 3258.670410
	Iteration 35Q: 3 clusters Score -1197546 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1197562.125000 Penalty: 3258.670410
	Iteration 36Q: 3 clusters Score -1197562 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1197573.875000 Penalty: 3258.670410
	Iteration 37Q: 3 clusters Score -1197574 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1197587.750000 Penalty: 3258.670410
	Iteration 38Q: 3 clusters Score -1197588 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1197598.625000 Penalty: 3258.670410
	Iteration 39Q: 3 clusters Score -1197599 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1197608.625000 Penalty: 3258.670410
	Iteration 40F: 3 clusters Score -1197609 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1197612.500000 Penalty: 3258.670410
	Iteration 41Q: 3 clusters Score -1197612 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1197621.000000 Penalty: 3258.670410
	Iteration 42Q: 3 clusters Score -1197621 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1197628.750000 Penalty: 3258.670410
	Iteration 43Q: 3 clusters Score -1197629 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1197643.750000 Penalty: 3258.670410
	Iteration 44Q: 3 clusters Score -1197644 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1197655.875000 Penalty: 3258.670410
	Iteration 45Q: 3 clusters Score -1197656 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1197674.250000 Penalty: 3258.670410
	Iteration 46Q: 3 clusters Score -1197674 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1197682.000000 Penalty: 3258.670410
	Iteration 47Q: 3 clusters Score -1197682 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1197706.625000 Penalty: 3258.670410
	Iteration 48Q: 3 clusters Score -1197707 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1197721.750000 Penalty: 3258.670410
	Iteration 49Q: 3 clusters Score -1197722 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1197747.125000 Penalty: 3258.670410
	Iteration 50Q: 3 clusters Score -1197747 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1197767.500000 Penalty: 3258.670410
	Iteration 51Q: 3 clusters Score -1197768 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1197784.875000 Penalty: 3258.670410
	Iteration 52Q: 3 clusters Score -1197785 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1197797.250000 Penalty: 3258.670410
	Iteration 53Q: 3 clusters Score -1197797 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1197807.875000 Penalty: 3258.670410
	Iteration 54Q: 3 clusters Score -1197808 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1197813.625000 Penalty: 3258.670410
	Iteration 55Q: 3 clusters Score -1197814 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1197825.250000 Penalty: 3258.670410
	Iteration 56Q: 3 clusters Score -1197825 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1197834.125000 Penalty: 3258.670410
	Iteration 57Q: 3 clusters Score -1197834 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1197842.375000 Penalty: 3258.670410
	Iteration 58Q: 3 clusters Score -1197842 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1197848.250000 Penalty: 3258.670410
	Iteration 59Q: 3 clusters Score -1197848 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1197856.750000 Penalty: 3258.670410
	Iteration 60F: 3 clusters Score -1197857 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1197865.625000 Penalty: 3258.670410
	Iteration 61Q: 3 clusters Score -1197866 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1197872.250000 Penalty: 3258.670410
	Iteration 62Q: 3 clusters Score -1197872 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1197876.000000 Penalty: 3258.670410
	Iteration 63Q: 3 clusters Score -1197876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1197876.625000 Penalty: 3258.670410
	Iteration 64Q: 3 clusters Score -1197877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1197878.625000 Penalty: 3258.670410
	Iteration 65Q: 3 clusters Score -1197879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1197880.125000 Penalty: 3258.670410
	Iteration 66Q: 3 clusters Score -1197880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1197883.625000 Penalty: 3258.670410
	Iteration 67Q: 3 clusters Score -1197884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1197883.750000 Penalty: 3258.670410
	Iteration 68Q: 3 clusters Score -1197884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1197885.000000 Penalty: 3258.670410
	Iteration 69Q: 3 clusters Score -1197885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1197887.375000 Penalty: 3258.670410
	Iteration 70Q: 3 clusters Score -1197887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1197891.750000 Penalty: 3258.670410
	Iteration 71Q: 3 clusters Score -1197892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1197890.500000 Penalty: 3258.670410
	Iteration 72Q: 3 clusters Score -1197890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1197890.375000 Penalty: 3258.670410
	Iteration 73Q: 3 clusters Score -1197890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1197887.750000 Penalty: 3258.670410
	Iteration 74Q: 3 clusters Score -1197888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1197891.250000 Penalty: 3258.670410
	Iteration 75Q: 3 clusters Score -1197891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1197894.125000 Penalty: 3258.670410
	Iteration 76Q: 3 clusters Score -1197894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1197898.750000 Penalty: 3258.670410
	Iteration 77Q: 3 clusters Score -1197899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1197900.500000 Penalty: 3258.670410
	Iteration 78Q: 3 clusters Score -1197900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1197901.000000 Penalty: 3258.670410
	Iteration 79Q: 3 clusters Score -1197901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1197902.500000 Penalty: 3258.670410
	Iteration 80F: 3 clusters Score -1197902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1197908.125000 Penalty: 3258.670410
	Iteration 81Q: 3 clusters Score -1197908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1197908.000000 Penalty: 3258.670410
	Iteration 82Q: 3 clusters Score -1197908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1197911.625000 Penalty: 3258.670410
	Iteration 83Q: 3 clusters Score -1197912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1197913.250000 Penalty: 3258.670410
	Iteration 84Q: 3 clusters Score -1197913 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1197917.375000 Penalty: 3258.670410
	Iteration 85Q: 3 clusters Score -1197917 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1197925.875000 Penalty: 3258.670410
	Iteration 86Q: 3 clusters Score -1197926 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1197935.250000 Penalty: 3258.670410
	Iteration 87Q: 3 clusters Score -1197935 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1197935.000000 Penalty: 3258.670410
	Iteration 88Q: 3 clusters Score -1197935 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1197940.500000 Penalty: 3258.670410
	Iteration 89Q: 3 clusters Score -1197940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1197943.000000 Penalty: 3258.670410
	Iteration 90Q: 3 clusters Score -1197943 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1197948.250000 Penalty: 3258.670410
	Iteration 91Q: 3 clusters Score -1197948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1197952.500000 Penalty: 3258.670410
	Iteration 92Q: 3 clusters Score -1197952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1197959.125000 Penalty: 3258.670410
	Iteration 93Q: 3 clusters Score -1197959 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1197962.500000 Penalty: 3258.670410
	Iteration 94Q: 3 clusters Score -1197962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1197965.000000 Penalty: 3258.670410
	Iteration 95Q: 3 clusters Score -1197965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1197965.250000 Penalty: 3258.670410
	Iteration 96Q: 3 clusters Score -1197965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1197967.125000 Penalty: 3258.670410
	Iteration 97Q: 3 clusters Score -1197967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1197967.625000 Penalty: 3258.670410
	Iteration 98Q: 3 clusters Score -1197968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1197968.000000 Penalty: 3258.670410
	Iteration 99Q: 3 clusters Score -1197968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1197967.750000 Penalty: 3258.670410
	Iteration 100F: 3 clusters Score -1197968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1197970.125000 Penalty: 3258.670410
	Iteration 101Q: 3 clusters Score -1197970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1197970.125000 Penalty: 3258.670410
	Iteration 102Q: 3 clusters Score -1197970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1197969.250000 Penalty: 3258.670410
	Iteration 103Q: 3 clusters Score -1197969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1197969.375000 Penalty: 3258.670410
	Iteration 104Q: 3 clusters Score -1197969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1197969.500000 Penalty: 3258.670410
	Iteration 105Q: 3 clusters Score -1197970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1197968.500000 Penalty: 3258.670410
	Iteration 106Q: 3 clusters Score -1197968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1197969.250000 Penalty: 3258.670410
	Iteration 107Q: 3 clusters Score -1197969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1197970.750000 Penalty: 3258.670410
	Iteration 108Q: 3 clusters Score -1197971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1197968.500000 Penalty: 3258.670410
	Iteration 109Q: 3 clusters Score -1197968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1197969.250000 Penalty: 3258.670410
	Iteration 110Q: 3 clusters Score -1197969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1197969.250000 Penalty: 3258.670410
	Iteration 111Q: 3 clusters Score -1197969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1197970.375000 Penalty: 3258.670410
	Iteration 112Q: 3 clusters Score -1197970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1197970.375000 Penalty: 3258.670410
	Iteration 113F: 3 clusters Score -1197970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Entering Unmasked Estep 
Score: -127372.843750 Penalty: 1272.250366
	Iteration 0F: 2 clusters Score -127372.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -124959.070312 Penalty: 2544.500732
	Iteration 0F: 3 clusters Score -124959.1 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -125486.546875 Penalty: 2544.500732
	Iteration 1F: 3 clusters Score -125486.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -125609.757812 Penalty: 2544.500732
	Iteration 2F: 3 clusters Score -125609.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -125692.218750 Penalty: 2544.500732
	Iteration 3Q: 3 clusters Score -125692.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -125743.992188 Penalty: 2544.500732
	Iteration 4Q: 3 clusters Score -125744 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -125781.257812 Penalty: 2544.500732
	Iteration 5Q: 3 clusters Score -125781.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -125801.515625 Penalty: 2544.500732
	Iteration 6Q: 3 clusters Score -125801.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -125814.804688 Penalty: 2544.500732
	Iteration 7Q: 3 clusters Score -125814.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -125824.539062 Penalty: 2544.500732
	Iteration 8Q: 3 clusters Score -125824.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -125830.984375 Penalty: 2544.500732
	Iteration 9Q: 3 clusters Score -125831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -125839.039062 Penalty: 2544.500732
	Iteration 10Q: 3 clusters Score -125839 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -125850.085938 Penalty: 2544.500732
	Iteration 11Q: 3 clusters Score -125850.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -125856.875000 Penalty: 2544.500732
	Iteration 12Q: 3 clusters Score -125856.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -125863.882812 Penalty: 2544.500732
	Iteration 13Q: 3 clusters Score -125863.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -125873.031250 Penalty: 2544.500732
	Iteration 14Q: 3 clusters Score -125873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -125878.945312 Penalty: 2544.500732
	Iteration 15Q: 3 clusters Score -125878.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -125884.679688 Penalty: 2544.500732
	Iteration 16Q: 3 clusters Score -125884.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -125891.289062 Penalty: 2544.500732
	Iteration 17Q: 3 clusters Score -125891.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -125900.015625 Penalty: 2544.500732
	Iteration 18Q: 3 clusters Score -125900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -125907.390625 Penalty: 2544.500732
	Iteration 19Q: 3 clusters Score -125907.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -125914.562500 Penalty: 2544.500732
	Iteration 20F: 3 clusters Score -125914.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -125916.828125 Penalty: 2544.500732
	Iteration 21Q: 3 clusters Score -125916.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -125918.507812 Penalty: 2544.500732
	Iteration 22Q: 3 clusters Score -125918.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -125920.257812 Penalty: 2544.500732
	Iteration 23Q: 3 clusters Score -125920.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -125923.414062 Penalty: 2544.500732
	Iteration 24Q: 3 clusters Score -125923.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -125927.765625 Penalty: 2544.500732
	Iteration 25Q: 3 clusters Score -125927.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -125933.226562 Penalty: 2544.500732
	Iteration 26Q: 3 clusters Score -125933.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -125936.304688 Penalty: 2544.500732
	Iteration 27Q: 3 clusters Score -125936.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -125939.210938 Penalty: 2544.500732
	Iteration 28Q: 3 clusters Score -125939.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -125941.351562 Penalty: 2544.500732
	Iteration 29Q: 3 clusters Score -125941.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -125945.328125 Penalty: 2544.500732
	Iteration 30Q: 3 clusters Score -125945.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -125951.773438 Penalty: 2544.500732
	Iteration 31Q: 3 clusters Score -125951.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -125958.171875 Penalty: 2544.500732
	Iteration 32Q: 3 clusters Score -125958.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -125966.960938 Penalty: 2544.500732
	Iteration 33Q: 3 clusters Score -125967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -125974.398438 Penalty: 2544.500732
	Iteration 34Q: 3 clusters Score -125974.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -125985.000000 Penalty: 2544.500732
	Iteration 35Q: 3 clusters Score -125985 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -125996.226562 Penalty: 2544.500732
	Iteration 36Q: 3 clusters Score -125996.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -126012.390625 Penalty: 2544.500732
	Iteration 37Q: 3 clusters Score -126012.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -126031.906250 Penalty: 2544.500732
	Iteration 38Q: 3 clusters Score -126031.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -126046.671875 Penalty: 2544.500732
	Iteration 39Q: 3 clusters Score -126046.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -126059.765625 Penalty: 2544.500732
	Iteration 40F: 3 clusters Score -126059.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -126072.937500 Penalty: 2544.500732
	Iteration 41Q: 3 clusters Score -126072.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -126082.703125 Penalty: 2544.500732
	Iteration 42Q: 3 clusters Score -126082.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -126088.570312 Penalty: 2544.500732
	Iteration 43Q: 3 clusters Score -126088.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -126097.765625 Penalty: 2544.500732
	Iteration 44Q: 3 clusters Score -126097.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -126106.023438 Penalty: 2544.500732
	Iteration 45Q: 3 clusters Score -126106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -126114.882812 Penalty: 2544.500732
	Iteration 46Q: 3 clusters Score -126114.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -126121.000000 Penalty: 2544.500732
	Iteration 47Q: 3 clusters Score -126121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -126123.000000 Penalty: 2544.500732
	Iteration 48Q: 3 clusters Score -126123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -126124.148438 Penalty: 2544.500732
	Iteration 49Q: 3 clusters Score -126124.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -126127.593750 Penalty: 2544.500732
	Iteration 50Q: 3 clusters Score -126127.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -126132.679688 Penalty: 2544.500732
	Iteration 51Q: 3 clusters Score -126132.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -126136.281250 Penalty: 2544.500732
	Iteration 52Q: 3 clusters Score -126136.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -126140.742188 Penalty: 2544.500732
	Iteration 53Q: 3 clusters Score -126140.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -126144.109375 Penalty: 2544.500732
	Iteration 54Q: 3 clusters Score -126144.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -126144.523438 Penalty: 2544.500732
	Iteration 55Q: 3 clusters Score -126144.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -126144.843750 Penalty: 2544.500732
	Iteration 56Q: 3 clusters Score -126144.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -126145.562500 Penalty: 2544.500732
	Iteration 57Q: 3 clusters Score -126145.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -126146.054688 Penalty: 2544.500732
	Iteration 58Q: 3 clusters Score -126146.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -126147.007812 Penalty: 2544.500732
	Iteration 59Q: 3 clusters Score -126147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -126147.992188 Penalty: 2544.500732
	Iteration 60F: 3 clusters Score -126148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -126148.343750 Penalty: 2544.500732
	Iteration 61Q: 3 clusters Score -126148.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -126148.648438 Penalty: 2544.500732
	Iteration 62Q: 3 clusters Score -126148.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -126148.648438 Penalty: 2544.500732
	Iteration 63F: 3 clusters Score -126148.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Entering Unmasked Estep 
Score: -567468.625000 Penalty: 1520.854614
	Iteration 0F: 2 clusters Score -567468.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -559332.437500 Penalty: 3041.709229
	Iteration 0F: 3 clusters Score -559332.4 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -562072.875000 Penalty: 3041.709229
	Iteration 1F: 3 clusters Score -562072.9 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -562581.000000 Penalty: 3041.709229
	Iteration 2F: 3 clusters Score -562581 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -563171.437500 Penalty: 3041.709229
	Iteration 3F: 3 clusters Score -563171.4 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -563790.250000 Penalty: 3041.709229
	Iteration 4F: 3 clusters Score -563790.2 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -564426.687500 Penalty: 3041.709229
	Iteration 5F: 3 clusters Score -564426.7 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -565078.687500 Penalty: 3041.709229
	Iteration 6F: 3 clusters Score -565078.7 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -565678.562500 Penalty: 3041.709229
	Iteration 7F: 3 clusters Score -565678.6 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -566167.562500 Penalty: 3041.709229
	Iteration 8F: 3 clusters Score -566167.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -566557.562500 Penalty: 3041.709229
	Iteration 9Q: 3 clusters Score -566557.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -566874.375000 Penalty: 3041.709229
	Iteration 10Q: 3 clusters Score -566874.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -567102.937500 Penalty: 3041.709229
	Iteration 11Q: 3 clusters Score -567102.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -567245.000000 Penalty: 3041.709229
	Iteration 12Q: 3 clusters Score -567245 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -567335.875000 Penalty: 3041.709229
	Iteration 13Q: 3 clusters Score -567335.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -567379.062500 Penalty: 3041.709229
	Iteration 14Q: 3 clusters Score -567379.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -567401.812500 Penalty: 3041.709229
	Iteration 15Q: 3 clusters Score -567401.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -567424.750000 Penalty: 3041.709229
	Iteration 16Q: 3 clusters Score -567424.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -567441.812500 Penalty: 3041.709229
	Iteration 17Q: 3 clusters Score -567441.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -567454.687500 Penalty: 3041.709229
	Iteration 18Q: 3 clusters Score -567454.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -567461.000000 Penalty: 3041.709229
	Iteration 19Q: 3 clusters Score -567461 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -567469.000000 Penalty: 3041.709229
	Iteration 20F: 3 clusters Score -567469 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -567477.687500 Penalty: 3041.709229
	Iteration 21Q: 3 clusters Score -567477.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -567481.562500 Penalty: 3041.709229
	Iteration 22Q: 3 clusters Score -567481.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -567487.562500 Penalty: 3041.709229
	Iteration 23Q: 3 clusters Score -567487.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -567493.187500 Penalty: 3041.709229
	Iteration 24Q: 3 clusters Score -567493.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -567497.125000 Penalty: 3041.709229
	Iteration 25Q: 3 clusters Score -567497.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -567497.687500 Penalty: 3041.709229
	Iteration 26Q: 3 clusters Score -567497.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -567498.687500 Penalty: 3041.709229
	Iteration 27Q: 3 clusters Score -567498.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -567499.937500 Penalty: 3041.709229
	Iteration 28Q: 3 clusters Score -567499.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -567501.500000 Penalty: 3041.709229
	Iteration 29Q: 3 clusters Score -567501.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -567500.437500 Penalty: 3041.709229
	Iteration 30Q: 3 clusters Score -567500.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -567501.750000 Penalty: 3041.709229
	Iteration 31Q: 3 clusters Score -567501.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -567502.312500 Penalty: 3041.709229
	Iteration 32Q: 3 clusters Score -567502.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -567502.937500 Penalty: 3041.709229
	Iteration 33Q: 3 clusters Score -567502.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -567502.937500 Penalty: 3041.709229
	Iteration 34F: 3 clusters Score -567502.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 5362 members 
Mstep: Class 3 contains 19294 members 
Mstep: Class 4 contains 10661 members 
Mstep: Class 5 contains 3677 members 
Mstep: Class 6 contains 22622 members 
Mstep: Class 7 contains 2513 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 3401 members 
Mstep: Class 13 contains 42070 members 
Mstep: Class 14 contains 28297 members 
Mstep: Class 16 contains 3383 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 6250 members 
Mstep: Class 22 contains 256123 members 
Mstep: Class 23 contains 25130 members 
Mstep: Class 24 contains 23593 members 
Entering Unmasked Estep 
Score: -23150264.000000 Penalty: 36036.289062
Splitting cluster 10 changes total score from -23150090.000000 to -23150264.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 11 (3401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Entering Unmasked Estep 
Score: -187527.718750 Penalty: 1321.421509
	Iteration 0F: 2 clusters Score -187527.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -184523.906250 Penalty: 2642.843018
	Iteration 0F: 3 clusters Score -184523.9 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -185185.203125 Penalty: 2642.843018
	Iteration 1F: 3 clusters Score -185185.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -185309.828125 Penalty: 2642.843018
	Iteration 2F: 3 clusters Score -185309.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -185380.437500 Penalty: 2642.843018
	Iteration 3Q: 3 clusters Score -185380.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -185432.171875 Penalty: 2642.843018
	Iteration 4Q: 3 clusters Score -185432.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -185468.843750 Penalty: 2642.843018
	Iteration 5Q: 3 clusters Score -185468.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -185498.156250 Penalty: 2642.843018
	Iteration 6Q: 3 clusters Score -185498.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -185520.890625 Penalty: 2642.843018
	Iteration 7Q: 3 clusters Score -185520.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -185535.234375 Penalty: 2642.843018
	Iteration 8Q: 3 clusters Score -185535.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -185548.750000 Penalty: 2642.843018
	Iteration 9Q: 3 clusters Score -185548.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -185558.421875 Penalty: 2642.843018
	Iteration 10Q: 3 clusters Score -185558.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -185566.562500 Penalty: 2642.843018
	Iteration 11Q: 3 clusters Score -185566.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -185572.875000 Penalty: 2642.843018
	Iteration 12Q: 3 clusters Score -185572.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -185583.578125 Penalty: 2642.843018
	Iteration 13Q: 3 clusters Score -185583.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -185595.500000 Penalty: 2642.843018
	Iteration 14Q: 3 clusters Score -185595.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -185607.281250 Penalty: 2642.843018
	Iteration 15Q: 3 clusters Score -185607.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -185617.546875 Penalty: 2642.843018
	Iteration 16Q: 3 clusters Score -185617.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -185626.937500 Penalty: 2642.843018
	Iteration 17Q: 3 clusters Score -185626.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -185637.671875 Penalty: 2642.843018
	Iteration 18Q: 3 clusters Score -185637.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -185646.265625 Penalty: 2642.843018
	Iteration 19Q: 3 clusters Score -185646.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -185654.703125 Penalty: 2642.843018
	Iteration 20F: 3 clusters Score -185654.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -185662.484375 Penalty: 2642.843018
	Iteration 21Q: 3 clusters Score -185662.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -185667.593750 Penalty: 2642.843018
	Iteration 22Q: 3 clusters Score -185667.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -185670.703125 Penalty: 2642.843018
	Iteration 23Q: 3 clusters Score -185670.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -185675.578125 Penalty: 2642.843018
	Iteration 24Q: 3 clusters Score -185675.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -185680.609375 Penalty: 2642.843018
	Iteration 25Q: 3 clusters Score -185680.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -185683.140625 Penalty: 2642.843018
	Iteration 26Q: 3 clusters Score -185683.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -185689.562500 Penalty: 2642.843018
	Iteration 27Q: 3 clusters Score -185689.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -185696.453125 Penalty: 2642.843018
	Iteration 28Q: 3 clusters Score -185696.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -185704.765625 Penalty: 2642.843018
	Iteration 29Q: 3 clusters Score -185704.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -185712.421875 Penalty: 2642.843018
	Iteration 30Q: 3 clusters Score -185712.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -185719.125000 Penalty: 2642.843018
	Iteration 31Q: 3 clusters Score -185719.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -185721.828125 Penalty: 2642.843018
	Iteration 32Q: 3 clusters Score -185721.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -185725.546875 Penalty: 2642.843018
	Iteration 33Q: 3 clusters Score -185725.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -185728.031250 Penalty: 2642.843018
	Iteration 34Q: 3 clusters Score -185728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -185731.562500 Penalty: 2642.843018
	Iteration 35Q: 3 clusters Score -185731.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -185738.000000 Penalty: 2642.843018
	Iteration 36Q: 3 clusters Score -185738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -185744.921875 Penalty: 2642.843018
	Iteration 37Q: 3 clusters Score -185744.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -185757.906250 Penalty: 2642.843018
	Iteration 38Q: 3 clusters Score -185757.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -185771.953125 Penalty: 2642.843018
	Iteration 39Q: 3 clusters Score -185772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -185784.703125 Penalty: 2642.843018
	Iteration 40F: 3 clusters Score -185784.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -185806.203125 Penalty: 2642.843018
	Iteration 41Q: 3 clusters Score -185806.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -185827.265625 Penalty: 2642.843018
	Iteration 42Q: 3 clusters Score -185827.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -185856.125000 Penalty: 2642.843018
	Iteration 43Q: 3 clusters Score -185856.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -185891.000000 Penalty: 2642.843018
	Iteration 44Q: 3 clusters Score -185891 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -185930.171875 Penalty: 2642.843018
	Iteration 45Q: 3 clusters Score -185930.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -185973.625000 Penalty: 2642.843018
	Iteration 46Q: 3 clusters Score -185973.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -186007.750000 Penalty: 2642.843018
	Iteration 47Q: 3 clusters Score -186007.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -186050.781250 Penalty: 2642.843018
	Iteration 48Q: 3 clusters Score -186050.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -186087.140625 Penalty: 2642.843018
	Iteration 49Q: 3 clusters Score -186087.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -186114.906250 Penalty: 2642.843018
	Iteration 50Q: 3 clusters Score -186114.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -186139.968750 Penalty: 2642.843018
	Iteration 51Q: 3 clusters Score -186140 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -186159.703125 Penalty: 2642.843018
	Iteration 52Q: 3 clusters Score -186159.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -186181.250000 Penalty: 2642.843018
	Iteration 53Q: 3 clusters Score -186181.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -186205.828125 Penalty: 2642.843018
	Iteration 54Q: 3 clusters Score -186205.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -186234.390625 Penalty: 2642.843018
	Iteration 55Q: 3 clusters Score -186234.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -186256.593750 Penalty: 2642.843018
	Iteration 56Q: 3 clusters Score -186256.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -186266.046875 Penalty: 2642.843018
	Iteration 57Q: 3 clusters Score -186266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -186274.703125 Penalty: 2642.843018
	Iteration 58Q: 3 clusters Score -186274.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -186281.796875 Penalty: 2642.843018
	Iteration 59Q: 3 clusters Score -186281.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -186287.968750 Penalty: 2642.843018
	Iteration 60F: 3 clusters Score -186288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -186294.984375 Penalty: 2642.843018
	Iteration 61Q: 3 clusters Score -186295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -186300.421875 Penalty: 2642.843018
	Iteration 62Q: 3 clusters Score -186300.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -186304.156250 Penalty: 2642.843018
	Iteration 63Q: 3 clusters Score -186304.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -186307.000000 Penalty: 2642.843018
	Iteration 64Q: 3 clusters Score -186307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -186308.671875 Penalty: 2642.843018
	Iteration 65Q: 3 clusters Score -186308.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -186309.406250 Penalty: 2642.843018
	Iteration 66Q: 3 clusters Score -186309.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -186309.406250 Penalty: 2642.843018
	Iteration 67F: 3 clusters Score -186309.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Entering Unmasked Estep 
Score: -2201376.000000 Penalty: 1730.152100
	Iteration 0F: 2 clusters Score -2201376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -2173148.500000 Penalty: 3460.304199
	Iteration 0F: 3 clusters Score -2173148 nChanged 19726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -2184683.000000 Penalty: 3460.304199
	Iteration 1F: 3 clusters Score -2184683 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -2186113.500000 Penalty: 3460.304199
	Iteration 2F: 3 clusters Score -2186114 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -2187854.250000 Penalty: 3460.304199
	Iteration 3F: 3 clusters Score -2187854 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -2189964.750000 Penalty: 3460.304199
	Iteration 4F: 3 clusters Score -2189965 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -2192646.000000 Penalty: 3460.304199
	Iteration 5F: 3 clusters Score -2192646 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -2195540.750000 Penalty: 3460.304199
	Iteration 6F: 3 clusters Score -2195541 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -2197899.750000 Penalty: 3460.304199
	Iteration 7F: 3 clusters Score -2197900 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -2199196.250000 Penalty: 3460.304199
	Iteration 8Q: 3 clusters Score -2199196 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -2199867.750000 Penalty: 3460.304199
	Iteration 9Q: 3 clusters Score -2199868 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -2200289.500000 Penalty: 3460.304199
	Iteration 10Q: 3 clusters Score -2200290 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -2200623.750000 Penalty: 3460.304199
	Iteration 11Q: 3 clusters Score -2200624 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -2200880.750000 Penalty: 3460.304199
	Iteration 12Q: 3 clusters Score -2200881 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -2201062.250000 Penalty: 3460.304199
	Iteration 13Q: 3 clusters Score -2201062 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -2201229.250000 Penalty: 3460.304199
	Iteration 14Q: 3 clusters Score -2201229 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -2201328.250000 Penalty: 3460.304199
	Iteration 15Q: 3 clusters Score -2201328 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 40055 members 
Entering Unmasked Estep 
Score: -2201404.500000 Penalty: 3460.304199
	Iteration 16Q: 3 clusters Score -2201404 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -2201465.250000 Penalty: 3460.304199
	Iteration 17Q: 3 clusters Score -2201465 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -2201504.000000 Penalty: 3460.304199
	Iteration 18Q: 3 clusters Score -2201504 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -2201539.000000 Penalty: 3460.304199
	Iteration 19Q: 3 clusters Score -2201539 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -2201555.250000 Penalty: 3460.304199
	Iteration 20F: 3 clusters Score -2201555 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -2201569.000000 Penalty: 3460.304199
	Iteration 21Q: 3 clusters Score -2201569 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -2201584.000000 Penalty: 3460.304199
	Iteration 22Q: 3 clusters Score -2201584 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -2201589.250000 Penalty: 3460.304199
	Iteration 23Q: 3 clusters Score -2201589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -2201594.000000 Penalty: 3460.304199
	Iteration 24Q: 3 clusters Score -2201594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -2201594.750000 Penalty: 3460.304199
	Iteration 25Q: 3 clusters Score -2201595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -2201593.500000 Penalty: 3460.304199
	Iteration 26Q: 3 clusters Score -2201594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -2201592.750000 Penalty: 3460.304199
	Iteration 27Q: 3 clusters Score -2201593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -2201594.500000 Penalty: 3460.304199
	Iteration 28Q: 3 clusters Score -2201594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -2201598.000000 Penalty: 3460.304199
	Iteration 29Q: 3 clusters Score -2201598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -2201598.500000 Penalty: 3460.304199
	Iteration 30Q: 3 clusters Score -2201598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -2201597.750000 Penalty: 3460.304199
	Iteration 31Q: 3 clusters Score -2201598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -2201599.750000 Penalty: 3460.304199
	Iteration 32Q: 3 clusters Score -2201600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 40713 members 
Entering Unmasked Estep 
Score: -2201599.250000 Penalty: 3460.304199
	Iteration 33Q: 3 clusters Score -2201599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
Score: -2201601.250000 Penalty: 3460.304199
	Iteration 34Q: 3 clusters Score -2201601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -2201601.750000 Penalty: 3460.304199
	Iteration 35Q: 3 clusters Score -2201602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -2201603.500000 Penalty: 3460.304199
	Iteration 36Q: 3 clusters Score -2201604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
Score: -2201607.500000 Penalty: 3460.304199
	Iteration 37Q: 3 clusters Score -2201608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -2201611.250000 Penalty: 3460.304199
	Iteration 38Q: 3 clusters Score -2201611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -2201609.250000 Penalty: 3460.304199
	Iteration 39Q: 3 clusters Score -2201609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -2201611.250000 Penalty: 3460.304199
	Iteration 40F: 3 clusters Score -2201611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -2201612.750000 Penalty: 3460.304199
	Iteration 41Q: 3 clusters Score -2201613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -2201612.500000 Penalty: 3460.304199
	Iteration 42Q: 3 clusters Score -2201612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -2201616.250000 Penalty: 3460.304199
	Iteration 43Q: 3 clusters Score -2201616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -2201614.750000 Penalty: 3460.304199
	Iteration 44Q: 3 clusters Score -2201615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -2201614.250000 Penalty: 3460.304199
	Iteration 45Q: 3 clusters Score -2201614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -2201614.250000 Penalty: 3460.304199
	Iteration 46F: 3 clusters Score -2201614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 5362 members 
Mstep: Class 3 contains 19294 members 
Mstep: Class 4 contains 10661 members 
Mstep: Class 5 contains 3677 members 
Mstep: Class 6 contains 22622 members 
Mstep: Class 7 contains 2513 members 
Mstep: Class 8 contains 40766 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 3401 members 
Mstep: Class 13 contains 1304 members 
Mstep: Class 14 contains 28297 members 
Mstep: Class 16 contains 3383 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 6250 members 
Mstep: Class 22 contains 256123 members 
Mstep: Class 23 contains 25130 members 
Mstep: Class 24 contains 23593 members 
Entering Unmasked Estep 
Score: -23150088.000000 Penalty: 38156.070312
Splitting cluster 13 changes total score from -23150090.000000 to -23150088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (28297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Entering Unmasked Estep 
Score: -1484612.875000 Penalty: 1665.708008
	Iteration 0F: 2 clusters Score -1484613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1465631.750000 Penalty: 3331.416016
	Iteration 0F: 3 clusters Score -1465632 nChanged 12974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1472844.125000 Penalty: 3331.416016
	Iteration 1F: 3 clusters Score -1472844 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1473247.250000 Penalty: 3331.416016
	Iteration 2Q: 3 clusters Score -1473247 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1473729.625000 Penalty: 3331.416016
	Iteration 3Q: 3 clusters Score -1473730 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1474311.625000 Penalty: 3331.416016
	Iteration 4Q: 3 clusters Score -1474312 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1475067.250000 Penalty: 3331.416016
	Iteration 5Q: 3 clusters Score -1475067 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1476016.000000 Penalty: 3331.416016
	Iteration 6Q: 3 clusters Score -1476016 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1476954.750000 Penalty: 3331.416016
	Iteration 7Q: 3 clusters Score -1476955 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1477815.500000 Penalty: 3331.416016
	Iteration 8Q: 3 clusters Score -1477816 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1478662.875000 Penalty: 3331.416016
	Iteration 9Q: 3 clusters Score -1478663 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1479324.750000 Penalty: 3331.416016
	Iteration 10Q: 3 clusters Score -1479325 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1479788.625000 Penalty: 3331.416016
	Iteration 11Q: 3 clusters Score -1479789 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1480110.625000 Penalty: 3331.416016
	Iteration 12Q: 3 clusters Score -1480111 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1480362.875000 Penalty: 3331.416016
	Iteration 13Q: 3 clusters Score -1480363 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1480577.500000 Penalty: 3331.416016
	Iteration 14Q: 3 clusters Score -1480578 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1480717.875000 Penalty: 3331.416016
	Iteration 15Q: 3 clusters Score -1480718 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1480841.250000 Penalty: 3331.416016
	Iteration 16Q: 3 clusters Score -1480841 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1480970.750000 Penalty: 3331.416016
	Iteration 17Q: 3 clusters Score -1480971 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1481106.125000 Penalty: 3331.416016
	Iteration 18Q: 3 clusters Score -1481106 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1481265.375000 Penalty: 3331.416016
	Iteration 19Q: 3 clusters Score -1481265 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1481424.750000 Penalty: 3331.416016
	Iteration 20F: 3 clusters Score -1481425 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1481600.875000 Penalty: 3331.416016
	Iteration 21Q: 3 clusters Score -1481601 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1481752.750000 Penalty: 3331.416016
	Iteration 22Q: 3 clusters Score -1481753 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1481922.500000 Penalty: 3331.416016
	Iteration 23Q: 3 clusters Score -1481922 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1482081.750000 Penalty: 3331.416016
	Iteration 24Q: 3 clusters Score -1482082 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1482234.250000 Penalty: 3331.416016
	Iteration 25Q: 3 clusters Score -1482234 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1482400.500000 Penalty: 3331.416016
	Iteration 26Q: 3 clusters Score -1482400 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1482544.125000 Penalty: 3331.416016
	Iteration 27Q: 3 clusters Score -1482544 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1482664.875000 Penalty: 3331.416016
	Iteration 28Q: 3 clusters Score -1482665 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1482763.875000 Penalty: 3331.416016
	Iteration 29Q: 3 clusters Score -1482764 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1482859.375000 Penalty: 3331.416016
	Iteration 30Q: 3 clusters Score -1482859 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1482923.250000 Penalty: 3331.416016
	Iteration 31Q: 3 clusters Score -1482923 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1482981.125000 Penalty: 3331.416016
	Iteration 32Q: 3 clusters Score -1482981 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1483026.250000 Penalty: 3331.416016
	Iteration 33Q: 3 clusters Score -1483026 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1483054.250000 Penalty: 3331.416016
	Iteration 34Q: 3 clusters Score -1483054 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1483079.125000 Penalty: 3331.416016
	Iteration 35Q: 3 clusters Score -1483079 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1483115.250000 Penalty: 3331.416016
	Iteration 36Q: 3 clusters Score -1483115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1483122.750000 Penalty: 3331.416016
	Iteration 37Q: 3 clusters Score -1483123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1483130.875000 Penalty: 3331.416016
	Iteration 38Q: 3 clusters Score -1483131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1483138.125000 Penalty: 3331.416016
	Iteration 39Q: 3 clusters Score -1483138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1483155.625000 Penalty: 3331.416016
	Iteration 40F: 3 clusters Score -1483156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1483164.625000 Penalty: 3331.416016
	Iteration 41Q: 3 clusters Score -1483165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1483167.250000 Penalty: 3331.416016
	Iteration 42Q: 3 clusters Score -1483167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1483175.250000 Penalty: 3331.416016
	Iteration 43Q: 3 clusters Score -1483175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1483178.375000 Penalty: 3331.416016
	Iteration 44Q: 3 clusters Score -1483178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1483182.000000 Penalty: 3331.416016
	Iteration 45Q: 3 clusters Score -1483182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1483185.375000 Penalty: 3331.416016
	Iteration 46Q: 3 clusters Score -1483185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1483188.875000 Penalty: 3331.416016
	Iteration 47Q: 3 clusters Score -1483189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1483195.375000 Penalty: 3331.416016
	Iteration 48Q: 3 clusters Score -1483195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1483195.000000 Penalty: 3331.416016
	Iteration 49Q: 3 clusters Score -1483195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1483198.125000 Penalty: 3331.416016
	Iteration 50Q: 3 clusters Score -1483198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1483201.375000 Penalty: 3331.416016
	Iteration 51Q: 3 clusters Score -1483201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1483204.000000 Penalty: 3331.416016
	Iteration 52Q: 3 clusters Score -1483204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1483204.875000 Penalty: 3331.416016
	Iteration 53Q: 3 clusters Score -1483205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1483210.125000 Penalty: 3331.416016
	Iteration 54Q: 3 clusters Score -1483210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1483217.000000 Penalty: 3331.416016
	Iteration 55Q: 3 clusters Score -1483217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1483221.000000 Penalty: 3331.416016
	Iteration 56Q: 3 clusters Score -1483221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1483224.500000 Penalty: 3331.416016
	Iteration 57Q: 3 clusters Score -1483224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1483227.500000 Penalty: 3331.416016
	Iteration 58Q: 3 clusters Score -1483228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1483228.500000 Penalty: 3331.416016
	Iteration 59Q: 3 clusters Score -1483228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1483232.375000 Penalty: 3331.416016
	Iteration 60F: 3 clusters Score -1483232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1483233.500000 Penalty: 3331.416016
	Iteration 61Q: 3 clusters Score -1483234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1483237.000000 Penalty: 3331.416016
	Iteration 62Q: 3 clusters Score -1483237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1483239.875000 Penalty: 3331.416016
	Iteration 63Q: 3 clusters Score -1483240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1483241.500000 Penalty: 3331.416016
	Iteration 64Q: 3 clusters Score -1483242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1483243.125000 Penalty: 3331.416016
	Iteration 65Q: 3 clusters Score -1483243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1483245.875000 Penalty: 3331.416016
	Iteration 66Q: 3 clusters Score -1483246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1483249.500000 Penalty: 3331.416016
	Iteration 67Q: 3 clusters Score -1483250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1483252.625000 Penalty: 3331.416016
	Iteration 68Q: 3 clusters Score -1483253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1483256.875000 Penalty: 3331.416016
	Iteration 69Q: 3 clusters Score -1483257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1483260.000000 Penalty: 3331.416016
	Iteration 70Q: 3 clusters Score -1483260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1483262.125000 Penalty: 3331.416016
	Iteration 71Q: 3 clusters Score -1483262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1483262.375000 Penalty: 3331.416016
	Iteration 72Q: 3 clusters Score -1483262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1483262.750000 Penalty: 3331.416016
	Iteration 73Q: 3 clusters Score -1483263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1483263.250000 Penalty: 3331.416016
	Iteration 74Q: 3 clusters Score -1483263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1483263.250000 Penalty: 3331.416016
	Iteration 75F: 3 clusters Score -1483263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Entering Unmasked Estep 
Score: -173003.953125 Penalty: 1320.559204
	Iteration 0F: 2 clusters Score -173004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -169991.609375 Penalty: 2641.118408
	Iteration 0F: 3 clusters Score -169991.6 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -170762.203125 Penalty: 2641.118408
	Iteration 1F: 3 clusters Score -170762.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -170917.062500 Penalty: 2641.118408
	Iteration 2F: 3 clusters Score -170917.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -171019.031250 Penalty: 2641.118408
	Iteration 3Q: 3 clusters Score -171019 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -171086.796875 Penalty: 2641.118408
	Iteration 4Q: 3 clusters Score -171086.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -171132.500000 Penalty: 2641.118408
	Iteration 5Q: 3 clusters Score -171132.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -171169.250000 Penalty: 2641.118408
	Iteration 6Q: 3 clusters Score -171169.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -171206.140625 Penalty: 2641.118408
	Iteration 7Q: 3 clusters Score -171206.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -171251.203125 Penalty: 2641.118408
	Iteration 8Q: 3 clusters Score -171251.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -171297.734375 Penalty: 2641.118408
	Iteration 9Q: 3 clusters Score -171297.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -171331.312500 Penalty: 2641.118408
	Iteration 10Q: 3 clusters Score -171331.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -171355.953125 Penalty: 2641.118408
	Iteration 11Q: 3 clusters Score -171356 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -171372.859375 Penalty: 2641.118408
	Iteration 12Q: 3 clusters Score -171372.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -171390.765625 Penalty: 2641.118408
	Iteration 13Q: 3 clusters Score -171390.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -171405.156250 Penalty: 2641.118408
	Iteration 14Q: 3 clusters Score -171405.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -171416.078125 Penalty: 2641.118408
	Iteration 15Q: 3 clusters Score -171416.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -171426.593750 Penalty: 2641.118408
	Iteration 16Q: 3 clusters Score -171426.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -171434.906250 Penalty: 2641.118408
	Iteration 17Q: 3 clusters Score -171434.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -171443.781250 Penalty: 2641.118408
	Iteration 18Q: 3 clusters Score -171443.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -171452.062500 Penalty: 2641.118408
	Iteration 19Q: 3 clusters Score -171452.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -171464.937500 Penalty: 2641.118408
	Iteration 20F: 3 clusters Score -171464.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -171477.687500 Penalty: 2641.118408
	Iteration 21Q: 3 clusters Score -171477.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -171495.671875 Penalty: 2641.118408
	Iteration 22Q: 3 clusters Score -171495.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -171512.484375 Penalty: 2641.118408
	Iteration 23Q: 3 clusters Score -171512.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -171537.078125 Penalty: 2641.118408
	Iteration 24Q: 3 clusters Score -171537.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -171557.515625 Penalty: 2641.118408
	Iteration 25Q: 3 clusters Score -171557.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -171576.734375 Penalty: 2641.118408
	Iteration 26Q: 3 clusters Score -171576.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -171605.218750 Penalty: 2641.118408
	Iteration 27Q: 3 clusters Score -171605.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -171642.406250 Penalty: 2641.118408
	Iteration 28Q: 3 clusters Score -171642.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -171676.343750 Penalty: 2641.118408
	Iteration 29Q: 3 clusters Score -171676.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -171701.765625 Penalty: 2641.118408
	Iteration 30Q: 3 clusters Score -171701.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -171727.203125 Penalty: 2641.118408
	Iteration 31Q: 3 clusters Score -171727.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -171750.937500 Penalty: 2641.118408
	Iteration 32Q: 3 clusters Score -171750.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -171766.421875 Penalty: 2641.118408
	Iteration 33Q: 3 clusters Score -171766.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -171776.500000 Penalty: 2641.118408
	Iteration 34Q: 3 clusters Score -171776.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -171789.015625 Penalty: 2641.118408
	Iteration 35Q: 3 clusters Score -171789 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -171800.437500 Penalty: 2641.118408
	Iteration 36Q: 3 clusters Score -171800.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -171811.484375 Penalty: 2641.118408
	Iteration 37Q: 3 clusters Score -171811.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -171820.078125 Penalty: 2641.118408
	Iteration 38Q: 3 clusters Score -171820.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -171822.109375 Penalty: 2641.118408
	Iteration 39Q: 3 clusters Score -171822.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -171825.109375 Penalty: 2641.118408
	Iteration 40F: 3 clusters Score -171825.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -171826.421875 Penalty: 2641.118408
	Iteration 41Q: 3 clusters Score -171826.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -171828.031250 Penalty: 2641.118408
	Iteration 42Q: 3 clusters Score -171828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -171828.968750 Penalty: 2641.118408
	Iteration 43Q: 3 clusters Score -171829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -171831.500000 Penalty: 2641.118408
	Iteration 44Q: 3 clusters Score -171831.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -171834.390625 Penalty: 2641.118408
	Iteration 45Q: 3 clusters Score -171834.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -171837.437500 Penalty: 2641.118408
	Iteration 46Q: 3 clusters Score -171837.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -171838.062500 Penalty: 2641.118408
	Iteration 47Q: 3 clusters Score -171838.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -171838.078125 Penalty: 2641.118408
	Iteration 48Q: 3 clusters Score -171838.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -171839.000000 Penalty: 2641.118408
	Iteration 49Q: 3 clusters Score -171839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -171840.281250 Penalty: 2641.118408
	Iteration 50Q: 3 clusters Score -171840.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -171841.859375 Penalty: 2641.118408
	Iteration 51Q: 3 clusters Score -171841.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -171842.578125 Penalty: 2641.118408
	Iteration 52Q: 3 clusters Score -171842.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -171842.812500 Penalty: 2641.118408
	Iteration 53Q: 3 clusters Score -171842.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -171842.546875 Penalty: 2641.118408
	Iteration 54Q: 3 clusters Score -171842.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -171842.687500 Penalty: 2641.118408
	Iteration 55Q: 3 clusters Score -171842.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -171842.687500 Penalty: 2641.118408
	Iteration 56F: 3 clusters Score -171842.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Entering Unmasked Estep 
Score: -91087.312500 Penalty: 1242.299438
	Iteration 0F: 2 clusters Score -91087.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -88919.640625 Penalty: 2484.598877
	Iteration 0F: 3 clusters Score -88919.64 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -89390.171875 Penalty: 2484.598877
	Iteration 1F: 3 clusters Score -89390.17 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -89480.531250 Penalty: 2484.598877
	Iteration 2F: 3 clusters Score -89480.53 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -89546.195312 Penalty: 2484.598877
	Iteration 3Q: 3 clusters Score -89546.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -89609.734375 Penalty: 2484.598877
	Iteration 4Q: 3 clusters Score -89609.73 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -89659.578125 Penalty: 2484.598877
	Iteration 5Q: 3 clusters Score -89659.58 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -89710.929688 Penalty: 2484.598877
	Iteration 6Q: 3 clusters Score -89710.93 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -89776.460938 Penalty: 2484.598877
	Iteration 7Q: 3 clusters Score -89776.46 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -89845.320312 Penalty: 2484.598877
	Iteration 8Q: 3 clusters Score -89845.32 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -89912.804688 Penalty: 2484.598877
	Iteration 9Q: 3 clusters Score -89912.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -89978.890625 Penalty: 2484.598877
	Iteration 10Q: 3 clusters Score -89978.89 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -90037.320312 Penalty: 2484.598877
	Iteration 11Q: 3 clusters Score -90037.32 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -90097.648438 Penalty: 2484.598877
	Iteration 12Q: 3 clusters Score -90097.65 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -90137.476562 Penalty: 2484.598877
	Iteration 13Q: 3 clusters Score -90137.48 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -90164.585938 Penalty: 2484.598877
	Iteration 14Q: 3 clusters Score -90164.59 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -90186.773438 Penalty: 2484.598877
	Iteration 15Q: 3 clusters Score -90186.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -90201.304688 Penalty: 2484.598877
	Iteration 16Q: 3 clusters Score -90201.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -90213.640625 Penalty: 2484.598877
	Iteration 17Q: 3 clusters Score -90213.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -90222.585938 Penalty: 2484.598877
	Iteration 18Q: 3 clusters Score -90222.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -90237.460938 Penalty: 2484.598877
	Iteration 19Q: 3 clusters Score -90237.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -90247.757812 Penalty: 2484.598877
	Iteration 20F: 3 clusters Score -90247.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -90256.984375 Penalty: 2484.598877
	Iteration 21Q: 3 clusters Score -90256.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -90269.304688 Penalty: 2484.598877
	Iteration 22Q: 3 clusters Score -90269.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -90279.773438 Penalty: 2484.598877
	Iteration 23Q: 3 clusters Score -90279.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -90288.984375 Penalty: 2484.598877
	Iteration 24Q: 3 clusters Score -90288.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -90295.914062 Penalty: 2484.598877
	Iteration 25Q: 3 clusters Score -90295.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -90299.257812 Penalty: 2484.598877
	Iteration 26Q: 3 clusters Score -90299.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -90304.984375 Penalty: 2484.598877
	Iteration 27Q: 3 clusters Score -90304.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -90309.312500 Penalty: 2484.598877
	Iteration 28Q: 3 clusters Score -90309.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -90314.335938 Penalty: 2484.598877
	Iteration 29Q: 3 clusters Score -90314.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -90321.265625 Penalty: 2484.598877
	Iteration 30Q: 3 clusters Score -90321.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -90326.570312 Penalty: 2484.598877
	Iteration 31Q: 3 clusters Score -90326.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -90334.734375 Penalty: 2484.598877
	Iteration 32Q: 3 clusters Score -90334.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -90342.562500 Penalty: 2484.598877
	Iteration 33Q: 3 clusters Score -90342.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -90351.742188 Penalty: 2484.598877
	Iteration 34Q: 3 clusters Score -90351.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -90364.695312 Penalty: 2484.598877
	Iteration 35Q: 3 clusters Score -90364.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -90377.031250 Penalty: 2484.598877
	Iteration 36Q: 3 clusters Score -90377.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -90384.914062 Penalty: 2484.598877
	Iteration 37Q: 3 clusters Score -90384.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -90389.453125 Penalty: 2484.598877
	Iteration 38Q: 3 clusters Score -90389.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -90393.500000 Penalty: 2484.598877
	Iteration 39Q: 3 clusters Score -90393.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -90394.906250 Penalty: 2484.598877
	Iteration 40F: 3 clusters Score -90394.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -90396.804688 Penalty: 2484.598877
	Iteration 41Q: 3 clusters Score -90396.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -90398.460938 Penalty: 2484.598877
	Iteration 42Q: 3 clusters Score -90398.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -90399.554688 Penalty: 2484.598877
	Iteration 43Q: 3 clusters Score -90399.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -90400.937500 Penalty: 2484.598877
	Iteration 44Q: 3 clusters Score -90400.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -90402.031250 Penalty: 2484.598877
	Iteration 45Q: 3 clusters Score -90402.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -90403.234375 Penalty: 2484.598877
	Iteration 46Q: 3 clusters Score -90403.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -90404.796875 Penalty: 2484.598877
	Iteration 47Q: 3 clusters Score -90404.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -90407.289062 Penalty: 2484.598877
	Iteration 48Q: 3 clusters Score -90407.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -90409.375000 Penalty: 2484.598877
	Iteration 49Q: 3 clusters Score -90409.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -90411.515625 Penalty: 2484.598877
	Iteration 50Q: 3 clusters Score -90411.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -90412.414062 Penalty: 2484.598877
	Iteration 51Q: 3 clusters Score -90412.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -90412.632812 Penalty: 2484.598877
	Iteration 52Q: 3 clusters Score -90412.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -90412.632812 Penalty: 2484.598877
	Iteration 53F: 3 clusters Score -90412.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Entering Unmasked Estep 
Score: -322430.562500 Penalty: 1420.304688
	Iteration 0F: 2 clusters Score -322430.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -317620.781250 Penalty: 2840.609375
	Iteration 0F: 3 clusters Score -317620.8 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -318956.531250 Penalty: 2840.609375
	Iteration 1F: 3 clusters Score -318956.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -319141.531250 Penalty: 2840.609375
	Iteration 2F: 3 clusters Score -319141.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -319263.687500 Penalty: 2840.609375
	Iteration 3Q: 3 clusters Score -319263.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -319371.593750 Penalty: 2840.609375
	Iteration 4Q: 3 clusters Score -319371.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -319462.031250 Penalty: 2840.609375
	Iteration 5Q: 3 clusters Score -319462 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -319542.531250 Penalty: 2840.609375
	Iteration 6Q: 3 clusters Score -319542.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -319607.437500 Penalty: 2840.609375
	Iteration 7Q: 3 clusters Score -319607.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -319656.937500 Penalty: 2840.609375
	Iteration 8Q: 3 clusters Score -319656.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -319697.843750 Penalty: 2840.609375
	Iteration 9Q: 3 clusters Score -319697.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -319725.437500 Penalty: 2840.609375
	Iteration 10Q: 3 clusters Score -319725.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -319751.000000 Penalty: 2840.609375
	Iteration 11Q: 3 clusters Score -319751 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -319773.812500 Penalty: 2840.609375
	Iteration 12Q: 3 clusters Score -319773.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -319799.718750 Penalty: 2840.609375
	Iteration 13Q: 3 clusters Score -319799.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -319833.500000 Penalty: 2840.609375
	Iteration 14Q: 3 clusters Score -319833.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -319879.531250 Penalty: 2840.609375
	Iteration 15Q: 3 clusters Score -319879.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -319928.343750 Penalty: 2840.609375
	Iteration 16Q: 3 clusters Score -319928.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -319983.750000 Penalty: 2840.609375
	Iteration 17Q: 3 clusters Score -319983.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -320053.531250 Penalty: 2840.609375
	Iteration 18Q: 3 clusters Score -320053.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -320138.281250 Penalty: 2840.609375
	Iteration 19Q: 3 clusters Score -320138.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -320254.218750 Penalty: 2840.609375
	Iteration 20F: 3 clusters Score -320254.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -320400.781250 Penalty: 2840.609375
	Iteration 21Q: 3 clusters Score -320400.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -320559.562500 Penalty: 2840.609375
	Iteration 22Q: 3 clusters Score -320559.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -320727.968750 Penalty: 2840.609375
	Iteration 23Q: 3 clusters Score -320728 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -320869.656250 Penalty: 2840.609375
	Iteration 24Q: 3 clusters Score -320869.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -320982.968750 Penalty: 2840.609375
	Iteration 25Q: 3 clusters Score -320983 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -321067.625000 Penalty: 2840.609375
	Iteration 26Q: 3 clusters Score -321067.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -321124.218750 Penalty: 2840.609375
	Iteration 27Q: 3 clusters Score -321124.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -321184.031250 Penalty: 2840.609375
	Iteration 28Q: 3 clusters Score -321184 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -321233.156250 Penalty: 2840.609375
	Iteration 29Q: 3 clusters Score -321233.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -321255.843750 Penalty: 2840.609375
	Iteration 30Q: 3 clusters Score -321255.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -321273.406250 Penalty: 2840.609375
	Iteration 31Q: 3 clusters Score -321273.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -321283.218750 Penalty: 2840.609375
	Iteration 32Q: 3 clusters Score -321283.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -321287.625000 Penalty: 2840.609375
	Iteration 33Q: 3 clusters Score -321287.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -321290.781250 Penalty: 2840.609375
	Iteration 34Q: 3 clusters Score -321290.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -321293.687500 Penalty: 2840.609375
	Iteration 35Q: 3 clusters Score -321293.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -321296.500000 Penalty: 2840.609375
	Iteration 36Q: 3 clusters Score -321296.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -321302.875000 Penalty: 2840.609375
	Iteration 37Q: 3 clusters Score -321302.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -321308.218750 Penalty: 2840.609375
	Iteration 38Q: 3 clusters Score -321308.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -321310.250000 Penalty: 2840.609375
	Iteration 39Q: 3 clusters Score -321310.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -321311.312500 Penalty: 2840.609375
	Iteration 40F: 3 clusters Score -321311.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -321311.750000 Penalty: 2840.609375
	Iteration 41Q: 3 clusters Score -321311.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -321313.000000 Penalty: 2840.609375
	Iteration 42Q: 3 clusters Score -321313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -321314.812500 Penalty: 2840.609375
	Iteration 43Q: 3 clusters Score -321314.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -321316.437500 Penalty: 2840.609375
	Iteration 44Q: 3 clusters Score -321316.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -321316.750000 Penalty: 2840.609375
	Iteration 45Q: 3 clusters Score -321316.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -321316.750000 Penalty: 2840.609375
	Iteration 46F: 3 clusters Score -321316.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (256123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256123 members 
Entering Unmasked Estep 
Score: -13136752.000000 Penalty: 2023.679565
	Iteration 0F: 2 clusters Score -1.313675e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127809 members 
Mstep: Class 2 contains 128314 members 
Entering Unmasked Estep 
Score: -12964060.000000 Penalty: 4047.359131
	Iteration 0F: 3 clusters Score -1.296406e+07 nChanged 124728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122601 members 
Mstep: Class 2 contains 133522 members 
Entering Unmasked Estep 
Score: -13039037.000000 Penalty: 4047.359131
	Iteration 1F: 3 clusters Score -1.303904e+07 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118556 members 
Mstep: Class 2 contains 137567 members 
Entering Unmasked Estep 
Score: -13041074.000000 Penalty: 4047.359131
	Iteration 2Q: 3 clusters Score -1.304107e+07 nChanged 9208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112264 members 
Mstep: Class 2 contains 143859 members 
Entering Unmasked Estep 
Score: -13043865.000000 Penalty: 4047.359131
	Iteration 3Q: 3 clusters Score -1.304386e+07 nChanged 11367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102913 members 
Mstep: Class 2 contains 153210 members 
Entering Unmasked Estep 
Score: -13048414.000000 Penalty: 4047.359131
	Iteration 4Q: 3 clusters Score -1.304841e+07 nChanged 14736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89433 members 
Mstep: Class 2 contains 166690 members 
Entering Unmasked Estep 
Score: -13056324.000000 Penalty: 4047.359131
	Iteration 5F: 3 clusters Score -1.305632e+07 nChanged 18629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71472 members 
Mstep: Class 2 contains 184651 members 
Entering Unmasked Estep 
Score: -13068715.000000 Penalty: 4047.359131
	Iteration 6F: 3 clusters Score -1.306872e+07 nChanged 21655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 206050 members 
Entering Unmasked Estep 
Score: -13086548.000000 Penalty: 4047.359131
	Iteration 7F: 3 clusters Score -1.308655e+07 nChanged 21148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 227164 members 
Entering Unmasked Estep 
Score: -13106798.000000 Penalty: 4047.359131
	Iteration 8F: 3 clusters Score -1.31068e+07 nChanged 15953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 243113 members 
Entering Unmasked Estep 
Score: -13122579.000000 Penalty: 4047.359131
	Iteration 9F: 3 clusters Score -1.312258e+07 nChanged 8455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 251568 members 
Entering Unmasked Estep 
Score: -13130631.000000 Penalty: 4047.359131
	Iteration 10Q: 3 clusters Score -1.313063e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 254735 members 
Entering Unmasked Estep 
Score: -13133661.000000 Penalty: 4047.359131
	Iteration 11Q: 3 clusters Score -1.313366e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 255658 members 
Entering Unmasked Estep 
Score: -13134588.000000 Penalty: 4047.359131
	Iteration 12Q: 3 clusters Score -1.313459e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 255886 members 
Entering Unmasked Estep 
Score: -13134767.000000 Penalty: 4047.359131
	Iteration 13Q: 3 clusters Score -1.313477e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 255947 members 
Entering Unmasked Estep 
Score: -13134863.000000 Penalty: 4047.359131
	Iteration 14Q: 3 clusters Score -1.313486e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 255967 members 
Entering Unmasked Estep 
Score: -13134893.000000 Penalty: 4047.359131
	Iteration 15Q: 3 clusters Score -1.313489e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 255976 members 
Entering Unmasked Estep 
Score: -13134902.000000 Penalty: 4047.359131
	Iteration 16Q: 3 clusters Score -1.31349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 255980 members 
Entering Unmasked Estep 
Score: -13134919.000000 Penalty: 4047.359131
	Iteration 17Q: 3 clusters Score -1.313492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 255981 members 
Entering Unmasked Estep 
Score: -13134924.000000 Penalty: 4047.359131
	Iteration 18Q: 3 clusters Score -1.313492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 255982 members 
Entering Unmasked Estep 
Score: -13134924.000000 Penalty: 4047.359131
	Iteration 19Q: 3 clusters Score -1.313492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 255983 members 
Entering Unmasked Estep 
Score: -13134925.000000 Penalty: 4047.359131
	Iteration 20F: 3 clusters Score -1.313492e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Entering Unmasked Estep 
Score: -1335280.375000 Penalty: 1646.420410
	Iteration 0F: 2 clusters Score -1335280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1318349.500000 Penalty: 3292.840820
	Iteration 0F: 3 clusters Score -1318350 nChanged 11426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1324662.625000 Penalty: 3292.840820
	Iteration 1F: 3 clusters Score -1324663 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1325080.875000 Penalty: 3292.840820
	Iteration 2Q: 3 clusters Score -1325081 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1325564.625000 Penalty: 3292.840820
	Iteration 3Q: 3 clusters Score -1325565 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1326146.500000 Penalty: 3292.840820
	Iteration 4Q: 3 clusters Score -1326146 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -1326847.750000 Penalty: 3292.840820
	Iteration 5F: 3 clusters Score -1326848 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -1327663.500000 Penalty: 3292.840820
	Iteration 6F: 3 clusters Score -1327664 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -1328616.875000 Penalty: 3292.840820
	Iteration 7F: 3 clusters Score -1328617 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -1329608.750000 Penalty: 3292.840820
	Iteration 8F: 3 clusters Score -1329609 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -1330455.000000 Penalty: 3292.840820
	Iteration 9Q: 3 clusters Score -1330455 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -1331037.125000 Penalty: 3292.840820
	Iteration 10Q: 3 clusters Score -1331037 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -1331437.000000 Penalty: 3292.840820
	Iteration 11Q: 3 clusters Score -1331437 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -1331734.500000 Penalty: 3292.840820
	Iteration 12Q: 3 clusters Score -1331734 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -1331958.750000 Penalty: 3292.840820
	Iteration 13Q: 3 clusters Score -1331959 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -1332155.750000 Penalty: 3292.840820
	Iteration 14Q: 3 clusters Score -1332156 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -1332329.125000 Penalty: 3292.840820
	Iteration 15Q: 3 clusters Score -1332329 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -1332492.500000 Penalty: 3292.840820
	Iteration 16Q: 3 clusters Score -1332492 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -1332653.875000 Penalty: 3292.840820
	Iteration 17Q: 3 clusters Score -1332654 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -1332823.750000 Penalty: 3292.840820
	Iteration 18Q: 3 clusters Score -1332824 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -1332985.125000 Penalty: 3292.840820
	Iteration 19Q: 3 clusters Score -1332985 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -1333108.750000 Penalty: 3292.840820
	Iteration 20F: 3 clusters Score -1333109 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -1333212.500000 Penalty: 3292.840820
	Iteration 21Q: 3 clusters Score -1333212 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -1333305.000000 Penalty: 3292.840820
	Iteration 22Q: 3 clusters Score -1333305 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -1333379.375000 Penalty: 3292.840820
	Iteration 23Q: 3 clusters Score -1333379 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -1333443.875000 Penalty: 3292.840820
	Iteration 24Q: 3 clusters Score -1333444 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -1333497.625000 Penalty: 3292.840820
	Iteration 25Q: 3 clusters Score -1333498 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -1333544.000000 Penalty: 3292.840820
	Iteration 26Q: 3 clusters Score -1333544 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -1333586.875000 Penalty: 3292.840820
	Iteration 27Q: 3 clusters Score -1333587 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -1333632.125000 Penalty: 3292.840820
	Iteration 28Q: 3 clusters Score -1333632 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -1333673.000000 Penalty: 3292.840820
	Iteration 29Q: 3 clusters Score -1333673 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -1333706.375000 Penalty: 3292.840820
	Iteration 30Q: 3 clusters Score -1333706 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -1333743.625000 Penalty: 3292.840820
	Iteration 31Q: 3 clusters Score -1333744 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -1333771.250000 Penalty: 3292.840820
	Iteration 32Q: 3 clusters Score -1333771 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -1333796.500000 Penalty: 3292.840820
	Iteration 33Q: 3 clusters Score -1333796 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -1333821.375000 Penalty: 3292.840820
	Iteration 34Q: 3 clusters Score -1333821 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -1333835.250000 Penalty: 3292.840820
	Iteration 35Q: 3 clusters Score -1333835 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -1333844.875000 Penalty: 3292.840820
	Iteration 36Q: 3 clusters Score -1333845 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -1333853.375000 Penalty: 3292.840820
	Iteration 37Q: 3 clusters Score -1333853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -1333859.375000 Penalty: 3292.840820
	Iteration 38Q: 3 clusters Score -1333859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -1333861.875000 Penalty: 3292.840820
	Iteration 39Q: 3 clusters Score -1333862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -1333871.875000 Penalty: 3292.840820
	Iteration 40F: 3 clusters Score -1333872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -1333877.375000 Penalty: 3292.840820
	Iteration 41Q: 3 clusters Score -1333877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -1333881.750000 Penalty: 3292.840820
	Iteration 42Q: 3 clusters Score -1333882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -1333882.875000 Penalty: 3292.840820
	Iteration 43Q: 3 clusters Score -1333883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -1333885.875000 Penalty: 3292.840820
	Iteration 44Q: 3 clusters Score -1333886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -1333887.125000 Penalty: 3292.840820
	Iteration 45Q: 3 clusters Score -1333887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -1333888.000000 Penalty: 3292.840820
	Iteration 46Q: 3 clusters Score -1333888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -1333891.750000 Penalty: 3292.840820
	Iteration 47Q: 3 clusters Score -1333892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -1333890.375000 Penalty: 3292.840820
	Iteration 48Q: 3 clusters Score -1333890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -1333891.500000 Penalty: 3292.840820
	Iteration 49Q: 3 clusters Score -1333892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -1333890.875000 Penalty: 3292.840820
	Iteration 50Q: 3 clusters Score -1333891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -1333896.250000 Penalty: 3292.840820
	Iteration 51Q: 3 clusters Score -1333896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -1333896.375000 Penalty: 3292.840820
	Iteration 52Q: 3 clusters Score -1333896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -1333896.875000 Penalty: 3292.840820
	Iteration 53Q: 3 clusters Score -1333897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -1333899.000000 Penalty: 3292.840820
	Iteration 54Q: 3 clusters Score -1333899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -1333901.625000 Penalty: 3292.840820
	Iteration 55Q: 3 clusters Score -1333902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -1333902.750000 Penalty: 3292.840820
	Iteration 56Q: 3 clusters Score -1333903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -1333904.125000 Penalty: 3292.840820
	Iteration 57Q: 3 clusters Score -1333904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -1333906.375000 Penalty: 3292.840820
	Iteration 58Q: 3 clusters Score -1333906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -1333906.625000 Penalty: 3292.840820
	Iteration 59Q: 3 clusters Score -1333907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -1333907.125000 Penalty: 3292.840820
	Iteration 60F: 3 clusters Score -1333907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -1333906.500000 Penalty: 3292.840820
	Iteration 61Q: 3 clusters Score -1333906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -1333911.250000 Penalty: 3292.840820
	Iteration 62Q: 3 clusters Score -1333911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -1333911.375000 Penalty: 3292.840820
	Iteration 63Q: 3 clusters Score -1333911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -1333914.500000 Penalty: 3292.840820
	Iteration 64Q: 3 clusters Score -1333914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -1333917.125000 Penalty: 3292.840820
	Iteration 65Q: 3 clusters Score -1333917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -1333918.500000 Penalty: 3292.840820
	Iteration 66Q: 3 clusters Score -1333918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -1333925.000000 Penalty: 3292.840820
	Iteration 67Q: 3 clusters Score -1333925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -1333924.750000 Penalty: 3292.840820
	Iteration 68Q: 3 clusters Score -1333925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -1333925.750000 Penalty: 3292.840820
	Iteration 69Q: 3 clusters Score -1333926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -1333926.500000 Penalty: 3292.840820
	Iteration 70Q: 3 clusters Score -1333926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -1333926.500000 Penalty: 3292.840820
	Iteration 71Q: 3 clusters Score -1333926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -1333927.875000 Penalty: 3292.840820
	Iteration 72Q: 3 clusters Score -1333928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -1333925.750000 Penalty: 3292.840820
	Iteration 73Q: 3 clusters Score -1333926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -1333926.625000 Penalty: 3292.840820
	Iteration 74Q: 3 clusters Score -1333927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -1333926.000000 Penalty: 3292.840820
	Iteration 75Q: 3 clusters Score -1333926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -1333926.500000 Penalty: 3292.840820
	Iteration 76Q: 3 clusters Score -1333926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -1333927.625000 Penalty: 3292.840820
	Iteration 77Q: 3 clusters Score -1333928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -1333929.000000 Penalty: 3292.840820
	Iteration 78Q: 3 clusters Score -1333929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -1333929.125000 Penalty: 3292.840820
	Iteration 79Q: 3 clusters Score -1333929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -1333929.500000 Penalty: 3292.840820
	Iteration 80F: 3 clusters Score -1333930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -1333930.125000 Penalty: 3292.840820
	Iteration 81Q: 3 clusters Score -1333930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -1333932.875000 Penalty: 3292.840820
	Iteration 82Q: 3 clusters Score -1333933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -1333934.000000 Penalty: 3292.840820
	Iteration 83Q: 3 clusters Score -1333934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -1333934.000000 Penalty: 3292.840820
	Iteration 84F: 3 clusters Score -1333934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (23593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Entering Unmasked Estep 
Score: -1227567.500000 Penalty: 1636.164673
	Iteration 0F: 2 clusters Score -1227568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1211534.125000 Penalty: 3272.329346
	Iteration 0F: 3 clusters Score -1211534 nChanged 10820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1217471.750000 Penalty: 3272.329346
	Iteration 1F: 3 clusters Score -1217472 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1217758.000000 Penalty: 3272.329346
	Iteration 2Q: 3 clusters Score -1217758 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1218030.750000 Penalty: 3272.329346
	Iteration 3Q: 3 clusters Score -1218031 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1218315.375000 Penalty: 3272.329346
	Iteration 4Q: 3 clusters Score -1218315 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1218662.625000 Penalty: 3272.329346
	Iteration 5Q: 3 clusters Score -1218663 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -1219111.625000 Penalty: 3272.329346
	Iteration 6Q: 3 clusters Score -1219112 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -1219821.625000 Penalty: 3272.329346
	Iteration 7F: 3 clusters Score -1219822 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -1220872.750000 Penalty: 3272.329346
	Iteration 8F: 3 clusters Score -1220873 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -1222227.000000 Penalty: 3272.329346
	Iteration 9F: 3 clusters Score -1222227 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -1223551.500000 Penalty: 3272.329346
	Iteration 10F: 3 clusters Score -1223552 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -1224635.500000 Penalty: 3272.329346
	Iteration 11Q: 3 clusters Score -1224636 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -1225336.750000 Penalty: 3272.329346
	Iteration 12Q: 3 clusters Score -1225337 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -1225733.375000 Penalty: 3272.329346
	Iteration 13Q: 3 clusters Score -1225733 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -1225935.500000 Penalty: 3272.329346
	Iteration 14Q: 3 clusters Score -1225936 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -1226053.500000 Penalty: 3272.329346
	Iteration 15Q: 3 clusters Score -1226054 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -1226142.125000 Penalty: 3272.329346
	Iteration 16Q: 3 clusters Score -1226142 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -1226193.125000 Penalty: 3272.329346
	Iteration 17Q: 3 clusters Score -1226193 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -1226234.250000 Penalty: 3272.329346
	Iteration 18Q: 3 clusters Score -1226234 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -1226272.625000 Penalty: 3272.329346
	Iteration 19Q: 3 clusters Score -1226273 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -1226290.375000 Penalty: 3272.329346
	Iteration 20F: 3 clusters Score -1226290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -1226310.250000 Penalty: 3272.329346
	Iteration 21Q: 3 clusters Score -1226310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -1226315.500000 Penalty: 3272.329346
	Iteration 22Q: 3 clusters Score -1226316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -1226316.750000 Penalty: 3272.329346
	Iteration 23Q: 3 clusters Score -1226317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -1226317.875000 Penalty: 3272.329346
	Iteration 24Q: 3 clusters Score -1226318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -1226325.125000 Penalty: 3272.329346
	Iteration 25Q: 3 clusters Score -1226325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -1226326.375000 Penalty: 3272.329346
	Iteration 26Q: 3 clusters Score -1226326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -1226328.375000 Penalty: 3272.329346
	Iteration 27Q: 3 clusters Score -1226328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -1226328.000000 Penalty: 3272.329346
	Iteration 28Q: 3 clusters Score -1226328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -1226327.625000 Penalty: 3272.329346
	Iteration 29Q: 3 clusters Score -1226328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -1226329.125000 Penalty: 3272.329346
	Iteration 30Q: 3 clusters Score -1226329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -1226332.500000 Penalty: 3272.329346
	Iteration 31Q: 3 clusters Score -1226332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -1226335.250000 Penalty: 3272.329346
	Iteration 32Q: 3 clusters Score -1226335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -1226336.875000 Penalty: 3272.329346
	Iteration 33Q: 3 clusters Score -1226337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -1226338.500000 Penalty: 3272.329346
	Iteration 34Q: 3 clusters Score -1226338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -1226341.250000 Penalty: 3272.329346
	Iteration 35Q: 3 clusters Score -1226341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -1226344.500000 Penalty: 3272.329346
	Iteration 36Q: 3 clusters Score -1226344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -1226344.000000 Penalty: 3272.329346
	Iteration 37Q: 3 clusters Score -1226344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -1226345.875000 Penalty: 3272.329346
	Iteration 38Q: 3 clusters Score -1226346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -1226348.500000 Penalty: 3272.329346
	Iteration 39Q: 3 clusters Score -1226348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -1226349.375000 Penalty: 3272.329346
	Iteration 40F: 3 clusters Score -1226349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -1226352.000000 Penalty: 3272.329346
	Iteration 41Q: 3 clusters Score -1226352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -1226351.875000 Penalty: 3272.329346
	Iteration 42Q: 3 clusters Score -1226352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -1226353.875000 Penalty: 3272.329346
	Iteration 43Q: 3 clusters Score -1226354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -1226353.875000 Penalty: 3272.329346
	Iteration 44F: 3 clusters Score -1226354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 5362 members 
Mstep: Class 3 contains 19294 members 
Mstep: Class 5 contains 3677 members 
Mstep: Class 6 contains 22622 members 
Mstep: Class 7 contains 2513 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 3401 members 
Mstep: Class 13 contains 42070 members 
Mstep: Class 14 contains 28297 members 
Mstep: Class 16 contains 3383 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 6250 members 
Mstep: Class 22 contains 256123 members 
Mstep: Class 23 contains 25130 members 
Mstep: Class 24 contains 23593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23150832.000000 Penalty: 36036.289062
Iteration 39Q: 18 clusters Score -2.315083e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 5149 members 
Mstep: Class 3 contains 18801 members 
Mstep: Class 4 contains 10593 members 
Mstep: Class 5 contains 3668 members 
Mstep: Class 6 contains 21713 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 3424 members 
Mstep: Class 13 contains 41721 members 
Mstep: Class 14 contains 27328 members 
Mstep: Class 16 contains 3346 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 6260 members 
Mstep: Class 22 contains 259645 members 
Mstep: Class 23 contains 25053 members 
Mstep: Class 24 contains 23429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23152256.000000 Penalty: 36036.289062
Iteration 40F: 18 clusters Score -2.315226e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 18306 members 
Mstep: Class 4 contains 10865 members 
Mstep: Class 5 contains 3676 members 
Mstep: Class 6 contains 20899 members 
Mstep: Class 7 contains 2516 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 3442 members 
Mstep: Class 13 contains 41299 members 
Mstep: Class 14 contains 26065 members 
Mstep: Class 16 contains 3291 members 
Mstep: Class 17 contains 2065 members 
Mstep: Class 18 contains 6282 members 
Mstep: Class 22 contains 263087 members 
Mstep: Class 23 contains 24955 members 
Mstep: Class 24 contains 23233 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 18 clusters Score -2.315336e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 4837 members 
Mstep: Class 3 contains 17778 members 
Mstep: Class 4 contains 11030 members 
Mstep: Class 5 contains 3649 members 
Mstep: Class 6 contains 20178 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 10 contains 951 members 
Mstep: Class 11 contains 3478 members 
Mstep: Class 13 contains 40894 members 
Mstep: Class 14 contains 24835 members 
Mstep: Class 16 contains 3243 members 
Mstep: Class 17 contains 2066 members 
Mstep: Class 18 contains 6287 members 
Mstep: Class 22 contains 266618 members 
Mstep: Class 23 contains 24828 members 
Mstep: Class 24 contains 22977 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 18 clusters Score -2.315445e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 4729 members 
Mstep: Class 3 contains 17309 members 
Mstep: Class 4 contains 11136 members 
Mstep: Class 5 contains 3636 members 
Mstep: Class 6 contains 19498 members 
Mstep: Class 7 contains 2502 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 3508 members 
Mstep: Class 13 contains 40506 members 
Mstep: Class 14 contains 23698 members 
Mstep: Class 16 contains 3200 members 
Mstep: Class 17 contains 2067 members 
Mstep: Class 18 contains 6280 members 
Mstep: Class 22 contains 269951 members 
Mstep: Class 23 contains 24710 members 
Mstep: Class 24 contains 22703 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 18 clusters Score -2.315524e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 4608 members 
Mstep: Class 3 contains 16844 members 
Mstep: Class 4 contains 11228 members 
Mstep: Class 5 contains 3628 members 
Mstep: Class 6 contains 18909 members 
Mstep: Class 7 contains 2486 members 
Mstep: Class 10 contains 971 members 
Mstep: Class 11 contains 3539 members 
Mstep: Class 13 contains 40146 members 
Mstep: Class 14 contains 22558 members 
Mstep: Class 16 contains 3175 members 
Mstep: Class 17 contains 2083 members 
Mstep: Class 18 contains 6274 members 
Mstep: Class 22 contains 273144 members 
Mstep: Class 23 contains 24582 members 
Mstep: Class 24 contains 22421 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 18 clusters Score -2.315589e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 4484 members 
Mstep: Class 3 contains 16379 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 3621 members 
Mstep: Class 6 contains 18361 members 
Mstep: Class 7 contains 2470 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 3573 members 
Mstep: Class 13 contains 39778 members 
Mstep: Class 14 contains 21458 members 
Mstep: Class 16 contains 3159 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 6261 members 
Mstep: Class 22 contains 276314 members 
Mstep: Class 23 contains 24430 members 
Mstep: Class 24 contains 22110 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 18 clusters Score -2.315651e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4372 members 
Mstep: Class 3 contains 15901 members 
Mstep: Class 4 contains 11380 members 
Mstep: Class 5 contains 3610 members 
Mstep: Class 6 contains 17855 members 
Mstep: Class 7 contains 2462 members 
Mstep: Class 10 contains 984 members 
Mstep: Class 11 contains 3625 members 
Mstep: Class 13 contains 39410 members 
Mstep: Class 14 contains 20402 members 
Mstep: Class 16 contains 3154 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 6249 members 
Mstep: Class 22 contains 279349 members 
Mstep: Class 23 contains 24270 members 
Mstep: Class 24 contains 21810 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 18 clusters Score -2.315711e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 4273 members 
Mstep: Class 3 contains 15420 members 
Mstep: Class 4 contains 11441 members 
Mstep: Class 5 contains 3609 members 
Mstep: Class 6 contains 17385 members 
Mstep: Class 7 contains 2465 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 3673 members 
Mstep: Class 13 contains 39027 members 
Mstep: Class 14 contains 19377 members 
Mstep: Class 16 contains 3158 members 
Mstep: Class 17 contains 2077 members 
Mstep: Class 18 contains 6237 members 
Mstep: Class 22 contains 282323 members 
Mstep: Class 23 contains 24091 members 
Mstep: Class 24 contains 21471 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 18 clusters Score -2.315774e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 14963 members 
Mstep: Class 4 contains 11509 members 
Mstep: Class 5 contains 3605 members 
Mstep: Class 6 contains 16944 members 
Mstep: Class 7 contains 2469 members 
Mstep: Class 10 contains 994 members 
Mstep: Class 11 contains 3714 members 
Mstep: Class 13 contains 38692 members 
Mstep: Class 14 contains 18407 members 
Mstep: Class 16 contains 3166 members 
Mstep: Class 17 contains 2067 members 
Mstep: Class 18 contains 6224 members 
Mstep: Class 22 contains 285130 members 
Mstep: Class 23 contains 23913 members 
Mstep: Class 24 contains 21123 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 18 clusters Score -2.315826e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 4109 members 
Mstep: Class 3 contains 14572 members 
Mstep: Class 4 contains 11595 members 
Mstep: Class 5 contains 3596 members 
Mstep: Class 6 contains 16560 members 
Mstep: Class 7 contains 2471 members 
Mstep: Class 10 contains 1000 members 
Mstep: Class 11 contains 3752 members 
Mstep: Class 13 contains 38387 members 
Mstep: Class 14 contains 17492 members 
Mstep: Class 16 contains 3171 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 22 contains 287653 members 
Mstep: Class 23 contains 23747 members 
Mstep: Class 24 contains 20791 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 18 clusters Score -2.315876e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 4037 members 
Mstep: Class 3 contains 14185 members 
Mstep: Class 4 contains 11663 members 
Mstep: Class 5 contains 3589 members 
Mstep: Class 6 contains 16213 members 
Mstep: Class 7 contains 2474 members 
Mstep: Class 10 contains 1006 members 
Mstep: Class 11 contains 3790 members 
Mstep: Class 13 contains 38118 members 
Mstep: Class 14 contains 16622 members 
Mstep: Class 16 contains 3169 members 
Mstep: Class 17 contains 2067 members 
Mstep: Class 18 contains 6211 members 
Mstep: Class 22 contains 290037 members 
Mstep: Class 23 contains 23576 members 
Mstep: Class 24 contains 20477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23159212.000000 Penalty: 36036.289062
Iteration 50Q: 18 clusters Score -2.315921e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 3970 members 
Mstep: Class 3 contains 13832 members 
Mstep: Class 4 contains 11721 members 
Mstep: Class 5 contains 3589 members 
Mstep: Class 6 contains 15893 members 
Mstep: Class 7 contains 2475 members 
Mstep: Class 10 contains 1011 members 
Mstep: Class 11 contains 3827 members 
Mstep: Class 13 contains 37840 members 
Mstep: Class 14 contains 15854 members 
Mstep: Class 16 contains 3174 members 
Mstep: Class 17 contains 2060 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 22 contains 292206 members 
Mstep: Class 23 contains 23426 members 
Mstep: Class 24 contains 20192 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 18 clusters Score -2.31594e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 3900 members 
Mstep: Class 3 contains 13517 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 3595 members 
Mstep: Class 6 contains 15629 members 
Mstep: Class 7 contains 2472 members 
Mstep: Class 10 contains 1024 members 
Mstep: Class 11 contains 3863 members 
Mstep: Class 13 contains 37601 members 
Mstep: Class 14 contains 15123 members 
Mstep: Class 16 contains 3175 members 
Mstep: Class 17 contains 2052 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 294142 members 
Mstep: Class 23 contains 23287 members 
Mstep: Class 24 contains 19904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23159734.000000 Penalty: 36036.289062
Iteration 52Q: 18 clusters Score -2.315973e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 3857 members 
Mstep: Class 3 contains 13211 members 
Mstep: Class 4 contains 11828 members 
Mstep: Class 5 contains 3590 members 
Mstep: Class 6 contains 15358 members 
Mstep: Class 7 contains 2476 members 
Mstep: Class 10 contains 1041 members 
Mstep: Class 11 contains 3899 members 
Mstep: Class 13 contains 37362 members 
Mstep: Class 14 contains 14463 members 
Mstep: Class 16 contains 3181 members 
Mstep: Class 17 contains 2034 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 22 contains 296019 members 
Mstep: Class 23 contains 23145 members 
Mstep: Class 24 contains 19617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160006.000000 Penalty: 36036.289062
Iteration 53Q: 18 clusters Score -2.316001e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 3795 members 
Mstep: Class 3 contains 12914 members 
Mstep: Class 4 contains 11863 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 15109 members 
Mstep: Class 7 contains 2478 members 
Mstep: Class 10 contains 1068 members 
Mstep: Class 11 contains 3958 members 
Mstep: Class 13 contains 37126 members 
Mstep: Class 14 contains 13807 members 
Mstep: Class 16 contains 3183 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 6185 members 
Mstep: Class 22 contains 297807 members 
Mstep: Class 23 contains 22998 members 
Mstep: Class 24 contains 19340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160314.000000 Penalty: 36036.289062
Iteration 54Q: 18 clusters Score -2.316031e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 3741 members 
Mstep: Class 3 contains 12623 members 
Mstep: Class 4 contains 11903 members 
Mstep: Class 5 contains 3582 members 
Mstep: Class 6 contains 14870 members 
Mstep: Class 7 contains 2482 members 
Mstep: Class 10 contains 1092 members 
Mstep: Class 11 contains 4001 members 
Mstep: Class 13 contains 36931 members 
Mstep: Class 14 contains 13173 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 2033 members 
Mstep: Class 18 contains 6177 members 
Mstep: Class 22 contains 299496 members 
Mstep: Class 23 contains 22834 members 
Mstep: Class 24 contains 19066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160492.000000 Penalty: 36036.289062
Iteration 55Q: 18 clusters Score -2.316049e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 12390 members 
Mstep: Class 4 contains 11941 members 
Mstep: Class 5 contains 3582 members 
Mstep: Class 6 contains 14636 members 
Mstep: Class 7 contains 2486 members 
Mstep: Class 10 contains 1109 members 
Mstep: Class 11 contains 4051 members 
Mstep: Class 13 contains 36732 members 
Mstep: Class 14 contains 12583 members 
Mstep: Class 16 contains 3189 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 6172 members 
Mstep: Class 22 contains 301072 members 
Mstep: Class 23 contains 22689 members 
Mstep: Class 24 contains 18787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160798.000000 Penalty: 36036.289062
Iteration 56Q: 18 clusters Score -2.31608e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 3643 members 
Mstep: Class 3 contains 12134 members 
Mstep: Class 4 contains 11989 members 
Mstep: Class 5 contains 3576 members 
Mstep: Class 6 contains 14444 members 
Mstep: Class 7 contains 2490 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 4095 members 
Mstep: Class 13 contains 36545 members 
Mstep: Class 14 contains 11993 members 
Mstep: Class 16 contains 3196 members 
Mstep: Class 17 contains 2013 members 
Mstep: Class 18 contains 6172 members 
Mstep: Class 22 contains 302574 members 
Mstep: Class 23 contains 22554 members 
Mstep: Class 24 contains 18535 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 18 clusters Score -2.316113e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 3608 members 
Mstep: Class 3 contains 11870 members 
Mstep: Class 4 contains 12029 members 
Mstep: Class 5 contains 3569 members 
Mstep: Class 6 contains 14261 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 4139 members 
Mstep: Class 13 contains 36367 members 
Mstep: Class 14 contains 11479 members 
Mstep: Class 16 contains 3204 members 
Mstep: Class 17 contains 2012 members 
Mstep: Class 18 contains 6173 members 
Mstep: Class 22 contains 303999 members 
Mstep: Class 23 contains 22409 members 
Mstep: Class 24 contains 18270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161270.000000 Penalty: 36036.289062
Iteration 58Q: 18 clusters Score -2.316127e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 3589 members 
Mstep: Class 3 contains 11636 members 
Mstep: Class 4 contains 12072 members 
Mstep: Class 5 contains 3564 members 
Mstep: Class 6 contains 14095 members 
Mstep: Class 7 contains 2502 members 
Mstep: Class 10 contains 1156 members 
Mstep: Class 11 contains 4190 members 
Mstep: Class 13 contains 36194 members 
Mstep: Class 14 contains 10982 members 
Mstep: Class 16 contains 3206 members 
Mstep: Class 17 contains 2009 members 
Mstep: Class 18 contains 6162 members 
Mstep: Class 22 contains 305323 members 
Mstep: Class 23 contains 22258 members 
Mstep: Class 24 contains 18035 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 59Q: 18 clusters Score -2.316153e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 3559 members 
Mstep: Class 3 contains 11419 members 
Mstep: Class 4 contains 12093 members 
Mstep: Class 5 contains 3559 members 
Mstep: Class 6 contains 13937 members 
Mstep: Class 7 contains 2516 members 
Mstep: Class 10 contains 1177 members 
Mstep: Class 11 contains 4240 members 
Mstep: Class 13 contains 36029 members 
Mstep: Class 14 contains 10568 members 
Mstep: Class 16 contains 3209 members 
Mstep: Class 17 contains 2003 members 
Mstep: Class 18 contains 6165 members 
Mstep: Class 22 contains 306509 members 
Mstep: Class 23 contains 22122 members 
Mstep: Class 24 contains 17828 members 
Entering Unmasked Estep 
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Iteration 60F: 18 clusters Score -2.316174e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 3547 members 
Mstep: Class 3 contains 11211 members 
Mstep: Class 4 contains 12118 members 
Mstep: Class 5 contains 3555 members 
Mstep: Class 6 contains 13785 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 10 contains 1199 members 
Mstep: Class 11 contains 4280 members 
Mstep: Class 13 contains 35868 members 
Mstep: Class 14 contains 10192 members 
Mstep: Class 16 contains 3207 members 
Mstep: Class 17 contains 1998 members 
Mstep: Class 18 contains 6165 members 
Mstep: Class 22 contains 307629 members 
Mstep: Class 23 contains 21982 members 
Mstep: Class 24 contains 17638 members 
Entering Unmasked Estep 
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Iteration 61Q: 18 clusters Score -2.316196e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 3529 members 
Mstep: Class 3 contains 11008 members 
Mstep: Class 4 contains 12140 members 
Mstep: Class 5 contains 3572 members 
Mstep: Class 6 contains 13639 members 
Mstep: Class 7 contains 2539 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 4314 members 
Mstep: Class 13 contains 35714 members 
Mstep: Class 14 contains 9824 members 
Mstep: Class 16 contains 3210 members 
Mstep: Class 17 contains 1997 members 
Mstep: Class 18 contains 6168 members 
Mstep: Class 22 contains 308677 members 
Mstep: Class 23 contains 21847 members 
Mstep: Class 24 contains 17446 members 
Entering Unmasked Estep 
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Iteration 62Q: 18 clusters Score -2.316205e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 10813 members 
Mstep: Class 4 contains 12162 members 
Mstep: Class 5 contains 3581 members 
Mstep: Class 6 contains 13511 members 
Mstep: Class 7 contains 2547 members 
Mstep: Class 10 contains 1266 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 13 contains 35585 members 
Mstep: Class 14 contains 9480 members 
Mstep: Class 16 contains 3218 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 6166 members 
Mstep: Class 22 contains 309608 members 
Mstep: Class 23 contains 21718 members 
Mstep: Class 24 contains 17295 members 
Entering Unmasked Estep 
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Iteration 63Q: 18 clusters Score -2.316223e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 3499 members 
Mstep: Class 3 contains 10612 members 
Mstep: Class 4 contains 12195 members 
Mstep: Class 5 contains 3586 members 
Mstep: Class 6 contains 13385 members 
Mstep: Class 7 contains 2555 members 
Mstep: Class 10 contains 1293 members 
Mstep: Class 11 contains 4381 members 
Mstep: Class 13 contains 35473 members 
Mstep: Class 14 contains 9150 members 
Mstep: Class 16 contains 3226 members 
Mstep: Class 17 contains 1995 members 
Mstep: Class 18 contains 6162 members 
Mstep: Class 22 contains 310481 members 
Mstep: Class 23 contains 21601 members 
Mstep: Class 24 contains 17167 members 
Entering Unmasked Estep 
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Iteration 64Q: 18 clusters Score -2.316234e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 3479 members 
Mstep: Class 3 contains 10417 members 
Mstep: Class 4 contains 12235 members 
Mstep: Class 5 contains 3597 members 
Mstep: Class 6 contains 13280 members 
Mstep: Class 7 contains 2563 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 4417 members 
Mstep: Class 13 contains 35373 members 
Mstep: Class 14 contains 8851 members 
Mstep: Class 16 contains 3226 members 
Mstep: Class 17 contains 1993 members 
Mstep: Class 18 contains 6162 members 
Mstep: Class 22 contains 311275 members 
Mstep: Class 23 contains 21487 members 
Mstep: Class 24 contains 17030 members 
Entering Unmasked Estep 
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Iteration 65Q: 18 clusters Score -2.316251e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 3459 members 
Mstep: Class 3 contains 10232 members 
Mstep: Class 4 contains 12254 members 
Mstep: Class 5 contains 3604 members 
Mstep: Class 6 contains 13179 members 
Mstep: Class 7 contains 2567 members 
Mstep: Class 10 contains 1340 members 
Mstep: Class 11 contains 4447 members 
Mstep: Class 13 contains 35292 members 
Mstep: Class 14 contains 8589 members 
Mstep: Class 16 contains 3231 members 
Mstep: Class 17 contains 1985 members 
Mstep: Class 18 contains 6162 members 
Mstep: Class 22 contains 312025 members 
Mstep: Class 23 contains 21397 members 
Mstep: Class 24 contains 16893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23162648.000000 Penalty: 36036.289062
Iteration 66Q: 18 clusters Score -2.316265e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 10063 members 
Mstep: Class 4 contains 12282 members 
Mstep: Class 5 contains 3606 members 
Mstep: Class 6 contains 13090 members 
Mstep: Class 7 contains 2566 members 
Mstep: Class 10 contains 1359 members 
Mstep: Class 11 contains 4479 members 
Mstep: Class 13 contains 35224 members 
Mstep: Class 14 contains 8368 members 
Mstep: Class 16 contains 3233 members 
Mstep: Class 17 contains 1984 members 
Mstep: Class 18 contains 6163 members 
Mstep: Class 22 contains 312679 members 
Mstep: Class 23 contains 21305 members 
Mstep: Class 24 contains 16763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23162744.000000 Penalty: 36036.289062
Iteration 67Q: 18 clusters Score -2.316274e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 3441 members 
Mstep: Class 3 contains 9904 members 
Mstep: Class 4 contains 12298 members 
Mstep: Class 5 contains 3614 members 
Mstep: Class 6 contains 13005 members 
Mstep: Class 7 contains 2573 members 
Mstep: Class 10 contains 1381 members 
Mstep: Class 11 contains 4494 members 
Mstep: Class 13 contains 35148 members 
Mstep: Class 14 contains 8176 members 
Mstep: Class 16 contains 3238 members 
Mstep: Class 17 contains 1975 members 
Mstep: Class 18 contains 6164 members 
Mstep: Class 22 contains 313312 members 
Mstep: Class 23 contains 21203 members 
Mstep: Class 24 contains 16645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23162804.000000 Penalty: 36036.289062
Iteration 68Q: 18 clusters Score -2.31628e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 3423 members 
Mstep: Class 3 contains 9743 members 
Mstep: Class 4 contains 12330 members 
Mstep: Class 5 contains 3622 members 
Mstep: Class 6 contains 12931 members 
Mstep: Class 7 contains 2575 members 
Mstep: Class 10 contains 1399 members 
Mstep: Class 11 contains 4505 members 
Mstep: Class 13 contains 35077 members 
Mstep: Class 14 contains 7987 members 
Mstep: Class 16 contains 3243 members 
Mstep: Class 17 contains 1968 members 
Mstep: Class 18 contains 6163 members 
Mstep: Class 22 contains 313908 members 
Mstep: Class 23 contains 21112 members 
Mstep: Class 24 contains 16532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23162926.000000 Penalty: 36036.289062
Iteration 69Q: 18 clusters Score -2.316293e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 3410 members 
Mstep: Class 3 contains 9584 members 
Mstep: Class 4 contains 12378 members 
Mstep: Class 5 contains 3630 members 
Mstep: Class 6 contains 12851 members 
Mstep: Class 7 contains 2570 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 13 contains 35015 members 
Mstep: Class 14 contains 7793 members 
Mstep: Class 16 contains 3250 members 
Mstep: Class 17 contains 1958 members 
Mstep: Class 18 contains 6161 members 
Mstep: Class 22 contains 314465 members 
Mstep: Class 23 contains 21032 members 
Mstep: Class 24 contains 16431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23163104.000000 Penalty: 36036.289062
Iteration 70Q: 18 clusters Score -2.31631e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 3395 members 
Mstep: Class 3 contains 9457 members 
Mstep: Class 4 contains 12431 members 
Mstep: Class 5 contains 3636 members 
Mstep: Class 6 contains 12780 members 
Mstep: Class 7 contains 2566 members 
Mstep: Class 10 contains 1432 members 
Mstep: Class 11 contains 4539 members 
Mstep: Class 13 contains 34945 members 
Mstep: Class 14 contains 7604 members 
Mstep: Class 16 contains 3260 members 
Mstep: Class 17 contains 1955 members 
Mstep: Class 18 contains 6162 members 
Mstep: Class 22 contains 314966 members 
Mstep: Class 23 contains 20943 members 
Mstep: Class 24 contains 16335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23163232.000000 Penalty: 36036.289062
Iteration 71Q: 18 clusters Score -2.316323e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 3386 members 
Mstep: Class 3 contains 9349 members 
Mstep: Class 4 contains 12465 members 
Mstep: Class 5 contains 3644 members 
Mstep: Class 6 contains 12710 members 
Mstep: Class 7 contains 2568 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 4552 members 
Mstep: Class 13 contains 34870 members 
Mstep: Class 14 contains 7428 members 
Mstep: Class 16 contains 3270 members 
Mstep: Class 17 contains 1953 members 
Mstep: Class 18 contains 6163 members 
Mstep: Class 22 contains 315470 members 
Mstep: Class 23 contains 20856 members 
Mstep: Class 24 contains 16238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23163464.000000 Penalty: 36036.289062
Iteration 72Q: 18 clusters Score -2.316346e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 3380 members 
Mstep: Class 3 contains 9261 members 
Mstep: Class 4 contains 12514 members 
Mstep: Class 5 contains 3662 members 
Mstep: Class 6 contains 12654 members 
Mstep: Class 7 contains 2571 members 
Mstep: Class 10 contains 1460 members 
Mstep: Class 11 contains 4566 members 
Mstep: Class 13 contains 34792 members 
Mstep: Class 14 contains 7241 members 
Mstep: Class 16 contains 3276 members 
Mstep: Class 17 contains 1952 members 
Mstep: Class 18 contains 6172 members 
Mstep: Class 22 contains 315924 members 
Mstep: Class 23 contains 20782 members 
Mstep: Class 24 contains 16139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23163628.000000 Penalty: 36036.289062
Iteration 73Q: 18 clusters Score -2.316363e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 3384 members 
Mstep: Class 3 contains 9174 members 
Mstep: Class 4 contains 12557 members 
Mstep: Class 5 contains 3674 members 
Mstep: Class 6 contains 12590 members 
Mstep: Class 7 contains 2574 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 4583 members 
Mstep: Class 13 contains 34712 members 
Mstep: Class 14 contains 7044 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 1955 members 
Mstep: Class 18 contains 6179 members 
Mstep: Class 22 contains 316370 members 
Mstep: Class 23 contains 20724 members 
Mstep: Class 24 contains 16059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23163690.000000 Penalty: 36036.289062
Iteration 74Q: 18 clusters Score -2.316369e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 3378 members 
Mstep: Class 3 contains 9092 members 
Mstep: Class 4 contains 12599 members 
Mstep: Class 5 contains 3688 members 
Mstep: Class 6 contains 12523 members 
Mstep: Class 7 contains 2575 members 
Mstep: Class 10 contains 1481 members 
Mstep: Class 11 contains 4596 members 
Mstep: Class 13 contains 34659 members 
Mstep: Class 14 contains 6868 members 
Mstep: Class 16 contains 3281 members 
Mstep: Class 17 contains 1952 members 
Mstep: Class 18 contains 6181 members 
Mstep: Class 22 contains 316798 members 
Mstep: Class 23 contains 20658 members 
Mstep: Class 24 contains 15972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23163730.000000 Penalty: 36036.289062
Iteration 75Q: 18 clusters Score -2.316373e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 3375 members 
Mstep: Class 3 contains 9012 members 
Mstep: Class 4 contains 12626 members 
Mstep: Class 5 contains 3701 members 
Mstep: Class 6 contains 12465 members 
Mstep: Class 7 contains 2583 members 
Mstep: Class 10 contains 1495 members 
Mstep: Class 11 contains 4618 members 
Mstep: Class 13 contains 34582 members 
Mstep: Class 14 contains 6688 members 
Mstep: Class 16 contains 3280 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 6183 members 
Mstep: Class 22 contains 317231 members 
Mstep: Class 23 contains 20598 members 
Mstep: Class 24 contains 15890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23163912.000000 Penalty: 36036.289062
Iteration 76Q: 18 clusters Score -2.316391e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 3371 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 12652 members 
Mstep: Class 5 contains 3706 members 
Mstep: Class 6 contains 12407 members 
Mstep: Class 7 contains 2587 members 
Mstep: Class 10 contains 1511 members 
Mstep: Class 11 contains 4640 members 
Mstep: Class 13 contains 34512 members 
Mstep: Class 14 contains 6546 members 
Mstep: Class 16 contains 3283 members 
Mstep: Class 17 contains 1949 members 
Mstep: Class 18 contains 6186 members 
Mstep: Class 22 contains 317634 members 
Mstep: Class 23 contains 20537 members 
Mstep: Class 24 contains 15816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164010.000000 Penalty: 36036.289062
Iteration 77Q: 18 clusters Score -2.316401e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 3380 members 
Mstep: Class 3 contains 8842 members 
Mstep: Class 4 contains 12683 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 12347 members 
Mstep: Class 7 contains 2587 members 
Mstep: Class 10 contains 1525 members 
Mstep: Class 11 contains 4665 members 
Mstep: Class 13 contains 34461 members 
Mstep: Class 14 contains 6419 members 
Mstep: Class 16 contains 3286 members 
Mstep: Class 17 contains 1948 members 
Mstep: Class 18 contains 6186 members 
Mstep: Class 22 contains 317977 members 
Mstep: Class 23 contains 20465 members 
Mstep: Class 24 contains 15740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164064.000000 Penalty: 36036.289062
Iteration 78Q: 18 clusters Score -2.316406e+07 nChanged 657
Entering ConstructFrom: 
Score: -23164064.000000 Penalty: 36036.289062
Entering ConstructFrom: 
Trying to split cluster 1 (6477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Entering Unmasked Estep 
Score: -361676.718750 Penalty: 1426.102051
	Iteration 0F: 2 clusters Score -361676.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -356784.156250 Penalty: 2852.204102
	Iteration 0F: 3 clusters Score -356784.2 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -358212.250000 Penalty: 2852.204102
	Iteration 1F: 3 clusters Score -358212.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -358368.718750 Penalty: 2852.204102
	Iteration 2F: 3 clusters Score -358368.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -358474.093750 Penalty: 2852.204102
	Iteration 3Q: 3 clusters Score -358474.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -358571.656250 Penalty: 2852.204102
	Iteration 4Q: 3 clusters Score -358571.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -358640.000000 Penalty: 2852.204102
	Iteration 5Q: 3 clusters Score -358640 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -358710.781250 Penalty: 2852.204102
	Iteration 6Q: 3 clusters Score -358710.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -358791.531250 Penalty: 2852.204102
	Iteration 7Q: 3 clusters Score -358791.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -358872.125000 Penalty: 2852.204102
	Iteration 8Q: 3 clusters Score -358872.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -358958.125000 Penalty: 2852.204102
	Iteration 9Q: 3 clusters Score -358958.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -359052.687500 Penalty: 2852.204102
	Iteration 10Q: 3 clusters Score -359052.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -359142.500000 Penalty: 2852.204102
	Iteration 11Q: 3 clusters Score -359142.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -359245.343750 Penalty: 2852.204102
	Iteration 12Q: 3 clusters Score -359245.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -359380.187500 Penalty: 2852.204102
	Iteration 13Q: 3 clusters Score -359380.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -359548.031250 Penalty: 2852.204102
	Iteration 14Q: 3 clusters Score -359548 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -359718.062500 Penalty: 2852.204102
	Iteration 15Q: 3 clusters Score -359718.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -359870.718750 Penalty: 2852.204102
	Iteration 16Q: 3 clusters Score -359870.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -360000.437500 Penalty: 2852.204102
	Iteration 17Q: 3 clusters Score -360000.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -360117.500000 Penalty: 2852.204102
	Iteration 18Q: 3 clusters Score -360117.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -360206.750000 Penalty: 2852.204102
	Iteration 19Q: 3 clusters Score -360206.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -360265.093750 Penalty: 2852.204102
	Iteration 20F: 3 clusters Score -360265.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -360307.531250 Penalty: 2852.204102
	Iteration 21Q: 3 clusters Score -360307.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -360348.531250 Penalty: 2852.204102
	Iteration 22Q: 3 clusters Score -360348.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -360378.875000 Penalty: 2852.204102
	Iteration 23Q: 3 clusters Score -360378.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -360402.093750 Penalty: 2852.204102
	Iteration 24Q: 3 clusters Score -360402.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -360416.187500 Penalty: 2852.204102
	Iteration 25Q: 3 clusters Score -360416.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -360428.312500 Penalty: 2852.204102
	Iteration 26Q: 3 clusters Score -360428.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -360437.218750 Penalty: 2852.204102
	Iteration 27Q: 3 clusters Score -360437.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -360442.375000 Penalty: 2852.204102
	Iteration 28Q: 3 clusters Score -360442.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -360443.375000 Penalty: 2852.204102
	Iteration 29Q: 3 clusters Score -360443.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -360446.531250 Penalty: 2852.204102
	Iteration 30Q: 3 clusters Score -360446.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -360453.218750 Penalty: 2852.204102
	Iteration 31Q: 3 clusters Score -360453.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -360457.281250 Penalty: 2852.204102
	Iteration 32Q: 3 clusters Score -360457.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -360462.375000 Penalty: 2852.204102
	Iteration 33Q: 3 clusters Score -360462.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -360466.156250 Penalty: 2852.204102
	Iteration 34Q: 3 clusters Score -360466.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -360469.125000 Penalty: 2852.204102
	Iteration 35Q: 3 clusters Score -360469.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -360470.531250 Penalty: 2852.204102
	Iteration 36Q: 3 clusters Score -360470.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -360473.250000 Penalty: 2852.204102
	Iteration 37Q: 3 clusters Score -360473.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -360475.531250 Penalty: 2852.204102
	Iteration 38Q: 3 clusters Score -360475.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -360475.531250 Penalty: 2852.204102
	Iteration 39F: 3 clusters Score -360475.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Entering Unmasked Estep 
Score: -176727.531250 Penalty: 1320.943115
	Iteration 0F: 2 clusters Score -176727.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -173727.203125 Penalty: 2641.886230
	Iteration 0F: 3 clusters Score -173727.2 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -174494.093750 Penalty: 2641.886230
	Iteration 1F: 3 clusters Score -174494.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -174656.453125 Penalty: 2641.886230
	Iteration 2F: 3 clusters Score -174656.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -174738.921875 Penalty: 2641.886230
	Iteration 3Q: 3 clusters Score -174738.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -174797.843750 Penalty: 2641.886230
	Iteration 4Q: 3 clusters Score -174797.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -174832.625000 Penalty: 2641.886230
	Iteration 5Q: 3 clusters Score -174832.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -174852.250000 Penalty: 2641.886230
	Iteration 6Q: 3 clusters Score -174852.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -174869.484375 Penalty: 2641.886230
	Iteration 7Q: 3 clusters Score -174869.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -174884.843750 Penalty: 2641.886230
	Iteration 8Q: 3 clusters Score -174884.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -174898.578125 Penalty: 2641.886230
	Iteration 9Q: 3 clusters Score -174898.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -174907.250000 Penalty: 2641.886230
	Iteration 10Q: 3 clusters Score -174907.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -174920.046875 Penalty: 2641.886230
	Iteration 11Q: 3 clusters Score -174920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -174935.390625 Penalty: 2641.886230
	Iteration 12Q: 3 clusters Score -174935.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -174955.609375 Penalty: 2641.886230
	Iteration 13Q: 3 clusters Score -174955.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -174969.671875 Penalty: 2641.886230
	Iteration 14Q: 3 clusters Score -174969.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -174984.609375 Penalty: 2641.886230
	Iteration 15Q: 3 clusters Score -174984.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -174997.890625 Penalty: 2641.886230
	Iteration 16Q: 3 clusters Score -174997.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -175009.578125 Penalty: 2641.886230
	Iteration 17Q: 3 clusters Score -175009.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -175022.171875 Penalty: 2641.886230
	Iteration 18Q: 3 clusters Score -175022.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -175037.578125 Penalty: 2641.886230
	Iteration 19Q: 3 clusters Score -175037.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -175053.078125 Penalty: 2641.886230
	Iteration 20F: 3 clusters Score -175053.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -175068.484375 Penalty: 2641.886230
	Iteration 21Q: 3 clusters Score -175068.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -175078.046875 Penalty: 2641.886230
	Iteration 22Q: 3 clusters Score -175078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -175087.343750 Penalty: 2641.886230
	Iteration 23Q: 3 clusters Score -175087.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -175097.453125 Penalty: 2641.886230
	Iteration 24Q: 3 clusters Score -175097.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -175103.531250 Penalty: 2641.886230
	Iteration 25Q: 3 clusters Score -175103.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -175106.484375 Penalty: 2641.886230
	Iteration 26Q: 3 clusters Score -175106.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -175110.218750 Penalty: 2641.886230
	Iteration 27Q: 3 clusters Score -175110.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -175113.265625 Penalty: 2641.886230
	Iteration 28Q: 3 clusters Score -175113.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -175117.187500 Penalty: 2641.886230
	Iteration 29Q: 3 clusters Score -175117.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -175121.109375 Penalty: 2641.886230
	Iteration 30Q: 3 clusters Score -175121.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -175123.125000 Penalty: 2641.886230
	Iteration 31Q: 3 clusters Score -175123.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -175124.484375 Penalty: 2641.886230
	Iteration 32Q: 3 clusters Score -175124.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -175125.921875 Penalty: 2641.886230
	Iteration 33Q: 3 clusters Score -175125.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -175127.031250 Penalty: 2641.886230
	Iteration 34Q: 3 clusters Score -175127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -175127.500000 Penalty: 2641.886230
	Iteration 35Q: 3 clusters Score -175127.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -175127.500000 Penalty: 2641.886230
	Iteration 36F: 3 clusters Score -175127.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Entering Unmasked Estep 
Score: -477558.968750 Penalty: 1475.204102
	Iteration 0F: 2 clusters Score -477559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -471202.625000 Penalty: 2950.408203
	Iteration 0F: 3 clusters Score -471202.6 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -473155.437500 Penalty: 2950.408203
	Iteration 1F: 3 clusters Score -473155.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -473385.437500 Penalty: 2950.408203
	Iteration 2F: 3 clusters Score -473385.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -473558.156250 Penalty: 2950.408203
	Iteration 3F: 3 clusters Score -473558.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -473674.250000 Penalty: 2950.408203
	Iteration 4Q: 3 clusters Score -473674.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -473768.125000 Penalty: 2950.408203
	Iteration 5Q: 3 clusters Score -473768.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -473853.812500 Penalty: 2950.408203
	Iteration 6Q: 3 clusters Score -473853.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -473936.031250 Penalty: 2950.408203
	Iteration 7Q: 3 clusters Score -473936 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -474006.500000 Penalty: 2950.408203
	Iteration 8Q: 3 clusters Score -474006.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -474071.093750 Penalty: 2950.408203
	Iteration 9Q: 3 clusters Score -474071.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -474143.687500 Penalty: 2950.408203
	Iteration 10Q: 3 clusters Score -474143.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -474219.781250 Penalty: 2950.408203
	Iteration 11Q: 3 clusters Score -474219.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -474314.156250 Penalty: 2950.408203
	Iteration 12Q: 3 clusters Score -474314.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -474431.156250 Penalty: 2950.408203
	Iteration 13Q: 3 clusters Score -474431.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -474588.281250 Penalty: 2950.408203
	Iteration 14Q: 3 clusters Score -474588.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -474774.531250 Penalty: 2950.408203
	Iteration 15Q: 3 clusters Score -474774.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -474979.875000 Penalty: 2950.408203
	Iteration 16Q: 3 clusters Score -474979.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -475169.062500 Penalty: 2950.408203
	Iteration 17Q: 3 clusters Score -475169.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -475314.312500 Penalty: 2950.408203
	Iteration 18Q: 3 clusters Score -475314.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -475443.250000 Penalty: 2950.408203
	Iteration 19Q: 3 clusters Score -475443.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -475542.281250 Penalty: 2950.408203
	Iteration 20F: 3 clusters Score -475542.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -475618.906250 Penalty: 2950.408203
	Iteration 21Q: 3 clusters Score -475618.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -475671.906250 Penalty: 2950.408203
	Iteration 22Q: 3 clusters Score -475671.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -475713.093750 Penalty: 2950.408203
	Iteration 23Q: 3 clusters Score -475713.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -475751.750000 Penalty: 2950.408203
	Iteration 24Q: 3 clusters Score -475751.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -475784.906250 Penalty: 2950.408203
	Iteration 25Q: 3 clusters Score -475784.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -475814.937500 Penalty: 2950.408203
	Iteration 26Q: 3 clusters Score -475814.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -475835.531250 Penalty: 2950.408203
	Iteration 27Q: 3 clusters Score -475835.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -475862.468750 Penalty: 2950.408203
	Iteration 28Q: 3 clusters Score -475862.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -475890.437500 Penalty: 2950.408203
	Iteration 29Q: 3 clusters Score -475890.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -475922.906250 Penalty: 2950.408203
	Iteration 30Q: 3 clusters Score -475922.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -475947.406250 Penalty: 2950.408203
	Iteration 31Q: 3 clusters Score -475947.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -475976.156250 Penalty: 2950.408203
	Iteration 32Q: 3 clusters Score -475976.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -475998.156250 Penalty: 2950.408203
	Iteration 33Q: 3 clusters Score -475998.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -476021.437500 Penalty: 2950.408203
	Iteration 34Q: 3 clusters Score -476021.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -476037.156250 Penalty: 2950.408203
	Iteration 35Q: 3 clusters Score -476037.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -476049.937500 Penalty: 2950.408203
	Iteration 36Q: 3 clusters Score -476049.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -476063.437500 Penalty: 2950.408203
	Iteration 37Q: 3 clusters Score -476063.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -476073.375000 Penalty: 2950.408203
	Iteration 38Q: 3 clusters Score -476073.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -476086.281250 Penalty: 2950.408203
	Iteration 39Q: 3 clusters Score -476086.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -476104.125000 Penalty: 2950.408203
	Iteration 40F: 3 clusters Score -476104.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -476124.718750 Penalty: 2950.408203
	Iteration 41Q: 3 clusters Score -476124.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -476144.750000 Penalty: 2950.408203
	Iteration 42Q: 3 clusters Score -476144.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -476167.687500 Penalty: 2950.408203
	Iteration 43Q: 3 clusters Score -476167.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -476181.312500 Penalty: 2950.408203
	Iteration 44Q: 3 clusters Score -476181.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -476196.031250 Penalty: 2950.408203
	Iteration 45Q: 3 clusters Score -476196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -476205.375000 Penalty: 2950.408203
	Iteration 46Q: 3 clusters Score -476205.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -476214.093750 Penalty: 2950.408203
	Iteration 47Q: 3 clusters Score -476214.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -476221.500000 Penalty: 2950.408203
	Iteration 48Q: 3 clusters Score -476221.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -476224.968750 Penalty: 2950.408203
	Iteration 49Q: 3 clusters Score -476225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -476230.750000 Penalty: 2950.408203
	Iteration 50Q: 3 clusters Score -476230.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -476238.312500 Penalty: 2950.408203
	Iteration 51Q: 3 clusters Score -476238.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -476244.593750 Penalty: 2950.408203
	Iteration 52Q: 3 clusters Score -476244.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -476253.531250 Penalty: 2950.408203
	Iteration 53Q: 3 clusters Score -476253.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -476257.718750 Penalty: 2950.408203
	Iteration 54Q: 3 clusters Score -476257.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -476260.156250 Penalty: 2950.408203
	Iteration 55Q: 3 clusters Score -476260.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -476263.531250 Penalty: 2950.408203
	Iteration 56Q: 3 clusters Score -476263.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -476270.250000 Penalty: 2950.408203
	Iteration 57Q: 3 clusters Score -476270.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -476278.406250 Penalty: 2950.408203
	Iteration 58Q: 3 clusters Score -476278.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -476285.031250 Penalty: 2950.408203
	Iteration 59Q: 3 clusters Score -476285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -476288.812500 Penalty: 2950.408203
	Iteration 60F: 3 clusters Score -476288.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -476290.906250 Penalty: 2950.408203
	Iteration 61Q: 3 clusters Score -476290.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -476292.218750 Penalty: 2950.408203
	Iteration 62Q: 3 clusters Score -476292.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -476293.812500 Penalty: 2950.408203
	Iteration 63Q: 3 clusters Score -476293.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -476296.281250 Penalty: 2950.408203
	Iteration 64Q: 3 clusters Score -476296.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -476297.437500 Penalty: 2950.408203
	Iteration 65Q: 3 clusters Score -476297.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -476297.625000 Penalty: 2950.408203
	Iteration 66Q: 3 clusters Score -476297.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -476298.593750 Penalty: 2950.408203
	Iteration 67Q: 3 clusters Score -476298.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -476299.531250 Penalty: 2950.408203
	Iteration 68Q: 3 clusters Score -476299.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -476304.312500 Penalty: 2950.408203
	Iteration 69Q: 3 clusters Score -476304.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -476305.843750 Penalty: 2950.408203
	Iteration 70Q: 3 clusters Score -476305.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -476307.218750 Penalty: 2950.408203
	Iteration 71Q: 3 clusters Score -476307.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -476307.406250 Penalty: 2950.408203
	Iteration 72Q: 3 clusters Score -476307.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -476308.781250 Penalty: 2950.408203
	Iteration 73Q: 3 clusters Score -476308.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -476308.718750 Penalty: 2950.408203
	Iteration 74Q: 3 clusters Score -476308.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -476309.875000 Penalty: 2950.408203
	Iteration 75Q: 3 clusters Score -476309.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -476310.031250 Penalty: 2950.408203
	Iteration 76Q: 3 clusters Score -476310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -476310.031250 Penalty: 2950.408203
	Iteration 77F: 3 clusters Score -476310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Entering Unmasked Estep 
Score: -638048.437500 Penalty: 1535.520508
	Iteration 0F: 2 clusters Score -638048.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -629243.562500 Penalty: 3071.041016
	Iteration 0F: 3 clusters Score -629243.6 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -632188.062500 Penalty: 3071.041016
	Iteration 1F: 3 clusters Score -632188.1 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -632454.062500 Penalty: 3071.041016
	Iteration 2F: 3 clusters Score -632454.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -632672.562500 Penalty: 3071.041016
	Iteration 3Q: 3 clusters Score -632672.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -632911.000000 Penalty: 3071.041016
	Iteration 4Q: 3 clusters Score -632911 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -633203.562500 Penalty: 3071.041016
	Iteration 5Q: 3 clusters Score -633203.6 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -633578.812500 Penalty: 3071.041016
	Iteration 6Q: 3 clusters Score -633578.8 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -634026.125000 Penalty: 3071.041016
	Iteration 7F: 3 clusters Score -634026.1 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -634523.500000 Penalty: 3071.041016
	Iteration 8F: 3 clusters Score -634523.5 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -635045.125000 Penalty: 3071.041016
	Iteration 9Q: 3 clusters Score -635045.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -635570.875000 Penalty: 3071.041016
	Iteration 10Q: 3 clusters Score -635570.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -635921.312500 Penalty: 3071.041016
	Iteration 11Q: 3 clusters Score -635921.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -636160.000000 Penalty: 3071.041016
	Iteration 12Q: 3 clusters Score -636160 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -636353.875000 Penalty: 3071.041016
	Iteration 13Q: 3 clusters Score -636353.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -636478.750000 Penalty: 3071.041016
	Iteration 14Q: 3 clusters Score -636478.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -636567.187500 Penalty: 3071.041016
	Iteration 15Q: 3 clusters Score -636567.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -636617.625000 Penalty: 3071.041016
	Iteration 16Q: 3 clusters Score -636617.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -636655.500000 Penalty: 3071.041016
	Iteration 17Q: 3 clusters Score -636655.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -636685.750000 Penalty: 3071.041016
	Iteration 18Q: 3 clusters Score -636685.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -636714.937500 Penalty: 3071.041016
	Iteration 19Q: 3 clusters Score -636714.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -636737.437500 Penalty: 3071.041016
	Iteration 20F: 3 clusters Score -636737.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -636754.625000 Penalty: 3071.041016
	Iteration 21Q: 3 clusters Score -636754.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -636768.437500 Penalty: 3071.041016
	Iteration 22Q: 3 clusters Score -636768.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -636791.687500 Penalty: 3071.041016
	Iteration 23Q: 3 clusters Score -636791.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -636805.125000 Penalty: 3071.041016
	Iteration 24Q: 3 clusters Score -636805.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -636813.937500 Penalty: 3071.041016
	Iteration 25Q: 3 clusters Score -636813.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -636823.250000 Penalty: 3071.041016
	Iteration 26Q: 3 clusters Score -636823.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -636835.625000 Penalty: 3071.041016
	Iteration 27Q: 3 clusters Score -636835.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -636842.500000 Penalty: 3071.041016
	Iteration 28Q: 3 clusters Score -636842.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -636849.062500 Penalty: 3071.041016
	Iteration 29Q: 3 clusters Score -636849.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -636854.625000 Penalty: 3071.041016
	Iteration 30Q: 3 clusters Score -636854.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -636861.250000 Penalty: 3071.041016
	Iteration 31Q: 3 clusters Score -636861.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -636867.125000 Penalty: 3071.041016
	Iteration 32Q: 3 clusters Score -636867.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -636869.937500 Penalty: 3071.041016
	Iteration 33Q: 3 clusters Score -636869.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -636874.687500 Penalty: 3071.041016
	Iteration 34Q: 3 clusters Score -636874.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -636876.875000 Penalty: 3071.041016
	Iteration 35Q: 3 clusters Score -636876.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -636883.625000 Penalty: 3071.041016
	Iteration 36Q: 3 clusters Score -636883.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -636890.187500 Penalty: 3071.041016
	Iteration 37Q: 3 clusters Score -636890.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -636894.250000 Penalty: 3071.041016
	Iteration 38Q: 3 clusters Score -636894.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -636895.125000 Penalty: 3071.041016
	Iteration 39Q: 3 clusters Score -636895.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -636896.687500 Penalty: 3071.041016
	Iteration 40F: 3 clusters Score -636896.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -636897.750000 Penalty: 3071.041016
	Iteration 41Q: 3 clusters Score -636897.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -636898.312500 Penalty: 3071.041016
	Iteration 42Q: 3 clusters Score -636898.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -636899.062500 Penalty: 3071.041016
	Iteration 43Q: 3 clusters Score -636899.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -636899.062500 Penalty: 3071.041016
	Iteration 44F: 3 clusters Score -636899.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Entering Unmasked Estep 
Score: -193500.203125 Penalty: 1336.164917
	Iteration 0F: 2 clusters Score -193500.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -190303.593750 Penalty: 2672.329834
	Iteration 0F: 3 clusters Score -190303.6 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -191105.656250 Penalty: 2672.329834
	Iteration 1F: 3 clusters Score -191105.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -191283.875000 Penalty: 2672.329834
	Iteration 2F: 3 clusters Score -191283.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -191400.968750 Penalty: 2672.329834
	Iteration 3F: 3 clusters Score -191401 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -191471.109375 Penalty: 2672.329834
	Iteration 4Q: 3 clusters Score -191471.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -191531.500000 Penalty: 2672.329834
	Iteration 5Q: 3 clusters Score -191531.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -191574.265625 Penalty: 2672.329834
	Iteration 6Q: 3 clusters Score -191574.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -191609.968750 Penalty: 2672.329834
	Iteration 7Q: 3 clusters Score -191610 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -191651.250000 Penalty: 2672.329834
	Iteration 8Q: 3 clusters Score -191651.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -191696.984375 Penalty: 2672.329834
	Iteration 9Q: 3 clusters Score -191697 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -191749.843750 Penalty: 2672.329834
	Iteration 10Q: 3 clusters Score -191749.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -191818.250000 Penalty: 2672.329834
	Iteration 11Q: 3 clusters Score -191818.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -191888.062500 Penalty: 2672.329834
	Iteration 12Q: 3 clusters Score -191888.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -191946.484375 Penalty: 2672.329834
	Iteration 13Q: 3 clusters Score -191946.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -191984.203125 Penalty: 2672.329834
	Iteration 14Q: 3 clusters Score -191984.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -192022.515625 Penalty: 2672.329834
	Iteration 15Q: 3 clusters Score -192022.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -192066.796875 Penalty: 2672.329834
	Iteration 16Q: 3 clusters Score -192066.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -192116.546875 Penalty: 2672.329834
	Iteration 17Q: 3 clusters Score -192116.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -192160.250000 Penalty: 2672.329834
	Iteration 18Q: 3 clusters Score -192160.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -192187.921875 Penalty: 2672.329834
	Iteration 19Q: 3 clusters Score -192187.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -192213.687500 Penalty: 2672.329834
	Iteration 20F: 3 clusters Score -192213.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -192252.265625 Penalty: 2672.329834
	Iteration 21Q: 3 clusters Score -192252.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -192284.265625 Penalty: 2672.329834
	Iteration 22Q: 3 clusters Score -192284.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -192308.671875 Penalty: 2672.329834
	Iteration 23Q: 3 clusters Score -192308.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -192324.390625 Penalty: 2672.329834
	Iteration 24Q: 3 clusters Score -192324.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -192332.687500 Penalty: 2672.329834
	Iteration 25Q: 3 clusters Score -192332.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -192339.656250 Penalty: 2672.329834
	Iteration 26Q: 3 clusters Score -192339.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -192346.718750 Penalty: 2672.329834
	Iteration 27Q: 3 clusters Score -192346.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -192354.828125 Penalty: 2672.329834
	Iteration 28Q: 3 clusters Score -192354.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -192361.046875 Penalty: 2672.329834
	Iteration 29Q: 3 clusters Score -192361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -192363.625000 Penalty: 2672.329834
	Iteration 30Q: 3 clusters Score -192363.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -192365.828125 Penalty: 2672.329834
	Iteration 31Q: 3 clusters Score -192365.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -192367.937500 Penalty: 2672.329834
	Iteration 32Q: 3 clusters Score -192367.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -192369.734375 Penalty: 2672.329834
	Iteration 33Q: 3 clusters Score -192369.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -192371.296875 Penalty: 2672.329834
	Iteration 34Q: 3 clusters Score -192371.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -192372.640625 Penalty: 2672.329834
	Iteration 35Q: 3 clusters Score -192372.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -192373.093750 Penalty: 2672.329834
	Iteration 36Q: 3 clusters Score -192373.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -192373.453125 Penalty: 2672.329834
	Iteration 37Q: 3 clusters Score -192373.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -192374.984375 Penalty: 2672.329834
	Iteration 38Q: 3 clusters Score -192375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -192375.984375 Penalty: 2672.329834
	Iteration 39Q: 3 clusters Score -192376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -192376.687500 Penalty: 2672.329834
	Iteration 40F: 3 clusters Score -192376.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -192377.140625 Penalty: 2672.329834
	Iteration 41Q: 3 clusters Score -192377.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -192377.281250 Penalty: 2672.329834
	Iteration 42Q: 3 clusters Score -192377.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -192377.281250 Penalty: 2672.329834
	Iteration 43F: 3 clusters Score -192377.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Entering Unmasked Estep 
Score: -659454.937500 Penalty: 1530.121704
	Iteration 0F: 2 clusters Score -659454.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -650935.312500 Penalty: 3060.243408
	Iteration 0F: 3 clusters Score -650935.3 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -653772.625000 Penalty: 3060.243408
	Iteration 1F: 3 clusters Score -653772.6 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -654059.500000 Penalty: 3060.243408
	Iteration 2F: 3 clusters Score -654059.5 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -654306.500000 Penalty: 3060.243408
	Iteration 3Q: 3 clusters Score -654306.5 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -654542.187500 Penalty: 3060.243408
	Iteration 4Q: 3 clusters Score -654542.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -654794.937500 Penalty: 3060.243408
	Iteration 5Q: 3 clusters Score -654794.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -655082.062500 Penalty: 3060.243408
	Iteration 6Q: 3 clusters Score -655082.1 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -655422.125000 Penalty: 3060.243408
	Iteration 7Q: 3 clusters Score -655422.1 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -655771.812500 Penalty: 3060.243408
	Iteration 8Q: 3 clusters Score -655771.8 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -656109.437500 Penalty: 3060.243408
	Iteration 9Q: 3 clusters Score -656109.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -656433.187500 Penalty: 3060.243408
	Iteration 10Q: 3 clusters Score -656433.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -656712.687500 Penalty: 3060.243408
	Iteration 11Q: 3 clusters Score -656712.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -656909.125000 Penalty: 3060.243408
	Iteration 12Q: 3 clusters Score -656909.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -657050.812500 Penalty: 3060.243408
	Iteration 13Q: 3 clusters Score -657050.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -657155.375000 Penalty: 3060.243408
	Iteration 14Q: 3 clusters Score -657155.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -657225.687500 Penalty: 3060.243408
	Iteration 15Q: 3 clusters Score -657225.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -657285.500000 Penalty: 3060.243408
	Iteration 16Q: 3 clusters Score -657285.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -657346.187500 Penalty: 3060.243408
	Iteration 17Q: 3 clusters Score -657346.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -657399.750000 Penalty: 3060.243408
	Iteration 18Q: 3 clusters Score -657399.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -657457.812500 Penalty: 3060.243408
	Iteration 19Q: 3 clusters Score -657457.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -657506.000000 Penalty: 3060.243408
	Iteration 20F: 3 clusters Score -657506 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -657554.250000 Penalty: 3060.243408
	Iteration 21Q: 3 clusters Score -657554.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -657582.562500 Penalty: 3060.243408
	Iteration 22Q: 3 clusters Score -657582.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -657608.812500 Penalty: 3060.243408
	Iteration 23Q: 3 clusters Score -657608.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -657645.062500 Penalty: 3060.243408
	Iteration 24Q: 3 clusters Score -657645.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -657681.250000 Penalty: 3060.243408
	Iteration 25Q: 3 clusters Score -657681.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -657715.687500 Penalty: 3060.243408
	Iteration 26Q: 3 clusters Score -657715.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -657739.250000 Penalty: 3060.243408
	Iteration 27Q: 3 clusters Score -657739.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -657771.562500 Penalty: 3060.243408
	Iteration 28Q: 3 clusters Score -657771.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -657804.437500 Penalty: 3060.243408
	Iteration 29Q: 3 clusters Score -657804.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -657836.500000 Penalty: 3060.243408
	Iteration 30Q: 3 clusters Score -657836.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -657859.187500 Penalty: 3060.243408
	Iteration 31Q: 3 clusters Score -657859.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -657883.375000 Penalty: 3060.243408
	Iteration 32Q: 3 clusters Score -657883.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -657904.312500 Penalty: 3060.243408
	Iteration 33Q: 3 clusters Score -657904.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -657921.937500 Penalty: 3060.243408
	Iteration 34Q: 3 clusters Score -657921.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -657933.375000 Penalty: 3060.243408
	Iteration 35Q: 3 clusters Score -657933.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -657946.062500 Penalty: 3060.243408
	Iteration 36Q: 3 clusters Score -657946.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -657959.875000 Penalty: 3060.243408
	Iteration 37Q: 3 clusters Score -657959.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -657976.250000 Penalty: 3060.243408
	Iteration 38Q: 3 clusters Score -657976.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -657993.812500 Penalty: 3060.243408
	Iteration 39Q: 3 clusters Score -657993.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -658011.562500 Penalty: 3060.243408
	Iteration 40F: 3 clusters Score -658011.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -658026.000000 Penalty: 3060.243408
	Iteration 41Q: 3 clusters Score -658026 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -658039.062500 Penalty: 3060.243408
	Iteration 42Q: 3 clusters Score -658039.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -658050.000000 Penalty: 3060.243408
	Iteration 43Q: 3 clusters Score -658050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -658057.062500 Penalty: 3060.243408
	Iteration 44Q: 3 clusters Score -658057.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -658071.375000 Penalty: 3060.243408
	Iteration 45Q: 3 clusters Score -658071.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -658088.937500 Penalty: 3060.243408
	Iteration 46Q: 3 clusters Score -658088.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -658096.937500 Penalty: 3060.243408
	Iteration 47Q: 3 clusters Score -658096.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -658100.812500 Penalty: 3060.243408
	Iteration 48Q: 3 clusters Score -658100.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -658103.125000 Penalty: 3060.243408
	Iteration 49Q: 3 clusters Score -658103.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -658103.812500 Penalty: 3060.243408
	Iteration 50Q: 3 clusters Score -658103.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -658107.562500 Penalty: 3060.243408
	Iteration 51Q: 3 clusters Score -658107.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -658111.875000 Penalty: 3060.243408
	Iteration 52Q: 3 clusters Score -658111.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -658118.437500 Penalty: 3060.243408
	Iteration 53Q: 3 clusters Score -658118.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -658122.250000 Penalty: 3060.243408
	Iteration 54Q: 3 clusters Score -658122.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -658128.625000 Penalty: 3060.243408
	Iteration 55Q: 3 clusters Score -658128.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -658133.250000 Penalty: 3060.243408
	Iteration 56Q: 3 clusters Score -658133.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -658138.687500 Penalty: 3060.243408
	Iteration 57Q: 3 clusters Score -658138.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -658142.687500 Penalty: 3060.243408
	Iteration 58Q: 3 clusters Score -658142.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -658145.000000 Penalty: 3060.243408
	Iteration 59Q: 3 clusters Score -658145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -658148.187500 Penalty: 3060.243408
	Iteration 60F: 3 clusters Score -658148.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -658151.062500 Penalty: 3060.243408
	Iteration 61Q: 3 clusters Score -658151.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -658152.437500 Penalty: 3060.243408
	Iteration 62Q: 3 clusters Score -658152.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -658155.875000 Penalty: 3060.243408
	Iteration 63Q: 3 clusters Score -658155.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -658159.000000 Penalty: 3060.243408
	Iteration 64Q: 3 clusters Score -658159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -658159.250000 Penalty: 3060.243408
	Iteration 65Q: 3 clusters Score -658159.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -658160.375000 Penalty: 3060.243408
	Iteration 66Q: 3 clusters Score -658160.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -658160.750000 Penalty: 3060.243408
	Iteration 67Q: 3 clusters Score -658160.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -658161.625000 Penalty: 3060.243408
	Iteration 68Q: 3 clusters Score -658161.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -658163.000000 Penalty: 3060.243408
	Iteration 69Q: 3 clusters Score -658163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -658164.187500 Penalty: 3060.243408
	Iteration 70Q: 3 clusters Score -658164.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -658164.437500 Penalty: 3060.243408
	Iteration 71Q: 3 clusters Score -658164.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -658166.312500 Penalty: 3060.243408
	Iteration 72Q: 3 clusters Score -658166.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -658166.562500 Penalty: 3060.243408
	Iteration 73Q: 3 clusters Score -658166.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -658167.375000 Penalty: 3060.243408
	Iteration 74Q: 3 clusters Score -658167.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -658168.250000 Penalty: 3060.243408
	Iteration 75Q: 3 clusters Score -658168.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -658168.125000 Penalty: 3060.243408
	Iteration 76Q: 3 clusters Score -658168.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -658170.750000 Penalty: 3060.243408
	Iteration 77Q: 3 clusters Score -658170.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -658170.562500 Penalty: 3060.243408
	Iteration 78Q: 3 clusters Score -658170.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -658173.062500 Penalty: 3060.243408
	Iteration 79Q: 3 clusters Score -658173.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -658174.687500 Penalty: 3060.243408
	Iteration 80F: 3 clusters Score -658174.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -658176.875000 Penalty: 3060.243408
	Iteration 81Q: 3 clusters Score -658176.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -658180.375000 Penalty: 3060.243408
	Iteration 82Q: 3 clusters Score -658180.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -658181.625000 Penalty: 3060.243408
	Iteration 83Q: 3 clusters Score -658181.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -658183.500000 Penalty: 3060.243408
	Iteration 84Q: 3 clusters Score -658183.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -658187.250000 Penalty: 3060.243408
	Iteration 85Q: 3 clusters Score -658187.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -658188.562500 Penalty: 3060.243408
	Iteration 86Q: 3 clusters Score -658188.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -658189.500000 Penalty: 3060.243408
	Iteration 87Q: 3 clusters Score -658189.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -658188.937500 Penalty: 3060.243408
	Iteration 88Q: 3 clusters Score -658188.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -658188.937500 Penalty: 3060.243408
	Iteration 89F: 3 clusters Score -658188.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Entering Unmasked Estep 
Score: -132962.281250 Penalty: 1277.280029
	Iteration 0F: 2 clusters Score -132962.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -130469.593750 Penalty: 2554.560059
	Iteration 0F: 3 clusters Score -130469.6 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -131044.195312 Penalty: 2554.560059
	Iteration 1F: 3 clusters Score -131044.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -131167.625000 Penalty: 2554.560059
	Iteration 2F: 3 clusters Score -131167.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -131241.765625 Penalty: 2554.560059
	Iteration 3Q: 3 clusters Score -131241.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -131291.296875 Penalty: 2554.560059
	Iteration 4Q: 3 clusters Score -131291.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -131319.765625 Penalty: 2554.560059
	Iteration 5Q: 3 clusters Score -131319.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -131343.953125 Penalty: 2554.560059
	Iteration 6Q: 3 clusters Score -131344 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -131366.109375 Penalty: 2554.560059
	Iteration 7Q: 3 clusters Score -131366.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -131379.765625 Penalty: 2554.560059
	Iteration 8Q: 3 clusters Score -131379.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -131388.140625 Penalty: 2554.560059
	Iteration 9Q: 3 clusters Score -131388.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -131394.125000 Penalty: 2554.560059
	Iteration 10Q: 3 clusters Score -131394.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -131397.718750 Penalty: 2554.560059
	Iteration 11Q: 3 clusters Score -131397.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -131400.031250 Penalty: 2554.560059
	Iteration 12Q: 3 clusters Score -131400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -131401.609375 Penalty: 2554.560059
	Iteration 13Q: 3 clusters Score -131401.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -131404.078125 Penalty: 2554.560059
	Iteration 14Q: 3 clusters Score -131404.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -131405.531250 Penalty: 2554.560059
	Iteration 15Q: 3 clusters Score -131405.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -131408.750000 Penalty: 2554.560059
	Iteration 16Q: 3 clusters Score -131408.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -131412.953125 Penalty: 2554.560059
	Iteration 17Q: 3 clusters Score -131413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -131414.203125 Penalty: 2554.560059
	Iteration 18Q: 3 clusters Score -131414.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -131415.031250 Penalty: 2554.560059
	Iteration 19Q: 3 clusters Score -131415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -131415.671875 Penalty: 2554.560059
	Iteration 20F: 3 clusters Score -131415.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -131417.187500 Penalty: 2554.560059
	Iteration 21Q: 3 clusters Score -131417.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -131418.531250 Penalty: 2554.560059
	Iteration 22Q: 3 clusters Score -131418.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -131421.375000 Penalty: 2554.560059
	Iteration 23Q: 3 clusters Score -131421.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -131423.250000 Penalty: 2554.560059
	Iteration 24Q: 3 clusters Score -131423.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -131424.046875 Penalty: 2554.560059
	Iteration 25Q: 3 clusters Score -131424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -131425.687500 Penalty: 2554.560059
	Iteration 26Q: 3 clusters Score -131425.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -131427.484375 Penalty: 2554.560059
	Iteration 27Q: 3 clusters Score -131427.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -131428.156250 Penalty: 2554.560059
	Iteration 28Q: 3 clusters Score -131428.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -131428.578125 Penalty: 2554.560059
	Iteration 29Q: 3 clusters Score -131428.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -131429.062500 Penalty: 2554.560059
	Iteration 30Q: 3 clusters Score -131429.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -131429.109375 Penalty: 2554.560059
	Iteration 31Q: 3 clusters Score -131429.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -131429.703125 Penalty: 2554.560059
	Iteration 32Q: 3 clusters Score -131429.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -131429.796875 Penalty: 2554.560059
	Iteration 33Q: 3 clusters Score -131429.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -131429.796875 Penalty: 2554.560059
	Iteration 34F: 3 clusters Score -131429.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Entering Unmasked Estep 
Score: -73612.328125 Penalty: 1193.096436
	Iteration 0F: 2 clusters Score -73612.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -71816.773438 Penalty: 2386.192871
	Iteration 0F: 3 clusters Score -71816.77 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -72148.164062 Penalty: 2386.192871
	Iteration 1F: 3 clusters Score -72148.16 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -72255.140625 Penalty: 2386.192871
	Iteration 2F: 3 clusters Score -72255.14 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -72315.367188 Penalty: 2386.192871
	Iteration 3Q: 3 clusters Score -72315.37 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -72365.328125 Penalty: 2386.192871
	Iteration 4Q: 3 clusters Score -72365.33 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -72406.375000 Penalty: 2386.192871
	Iteration 5Q: 3 clusters Score -72406.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -72441.812500 Penalty: 2386.192871
	Iteration 6Q: 3 clusters Score -72441.81 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -72462.546875 Penalty: 2386.192871
	Iteration 7Q: 3 clusters Score -72462.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -72473.265625 Penalty: 2386.192871
	Iteration 8Q: 3 clusters Score -72473.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -72481.695312 Penalty: 2386.192871
	Iteration 9Q: 3 clusters Score -72481.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -72493.109375 Penalty: 2386.192871
	Iteration 10Q: 3 clusters Score -72493.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -72503.617188 Penalty: 2386.192871
	Iteration 11Q: 3 clusters Score -72503.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -72506.500000 Penalty: 2386.192871
	Iteration 12Q: 3 clusters Score -72506.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -72510.210938 Penalty: 2386.192871
	Iteration 13Q: 3 clusters Score -72510.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -72516.210938 Penalty: 2386.192871
	Iteration 14Q: 3 clusters Score -72516.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -72518.593750 Penalty: 2386.192871
	Iteration 15Q: 3 clusters Score -72518.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -72520.109375 Penalty: 2386.192871
	Iteration 16Q: 3 clusters Score -72520.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -72526.953125 Penalty: 2386.192871
	Iteration 17Q: 3 clusters Score -72526.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -72533.679688 Penalty: 2386.192871
	Iteration 18Q: 3 clusters Score -72533.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -72538.500000 Penalty: 2386.192871
	Iteration 19Q: 3 clusters Score -72538.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -72544.703125 Penalty: 2386.192871
	Iteration 20F: 3 clusters Score -72544.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -72551.468750 Penalty: 2386.192871
	Iteration 21Q: 3 clusters Score -72551.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -72559.031250 Penalty: 2386.192871
	Iteration 22Q: 3 clusters Score -72559.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -72566.382812 Penalty: 2386.192871
	Iteration 23Q: 3 clusters Score -72566.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -72569.109375 Penalty: 2386.192871
	Iteration 24Q: 3 clusters Score -72569.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -72573.789062 Penalty: 2386.192871
	Iteration 25Q: 3 clusters Score -72573.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -72576.921875 Penalty: 2386.192871
	Iteration 26Q: 3 clusters Score -72576.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -72579.359375 Penalty: 2386.192871
	Iteration 27Q: 3 clusters Score -72579.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -72583.390625 Penalty: 2386.192871
	Iteration 28Q: 3 clusters Score -72583.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -72586.101562 Penalty: 2386.192871
	Iteration 29Q: 3 clusters Score -72586.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -72590.515625 Penalty: 2386.192871
	Iteration 30Q: 3 clusters Score -72590.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -72594.757812 Penalty: 2386.192871
	Iteration 31Q: 3 clusters Score -72594.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -72596.851562 Penalty: 2386.192871
	Iteration 32Q: 3 clusters Score -72596.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -72599.117188 Penalty: 2386.192871
	Iteration 33Q: 3 clusters Score -72599.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -72600.953125 Penalty: 2386.192871
	Iteration 34Q: 3 clusters Score -72600.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -72600.953125 Penalty: 2386.192871
	Iteration 35F: 3 clusters Score -72600.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -258514.906250 Penalty: 1373.573730
	Iteration 0F: 2 clusters Score -258514.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -254713.609375 Penalty: 2747.147461
	Iteration 0F: 3 clusters Score -254713.6 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -255709.703125 Penalty: 2747.147461
	Iteration 1F: 3 clusters Score -255709.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -255856.312500 Penalty: 2747.147461
	Iteration 2F: 3 clusters Score -255856.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -255938.812500 Penalty: 2747.147461
	Iteration 3Q: 3 clusters Score -255938.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -256008.703125 Penalty: 2747.147461
	Iteration 4Q: 3 clusters Score -256008.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -256084.218750 Penalty: 2747.147461
	Iteration 5Q: 3 clusters Score -256084.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -256136.484375 Penalty: 2747.147461
	Iteration 6Q: 3 clusters Score -256136.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -256177.812500 Penalty: 2747.147461
	Iteration 7Q: 3 clusters Score -256177.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -256208.171875 Penalty: 2747.147461
	Iteration 8Q: 3 clusters Score -256208.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -256235.109375 Penalty: 2747.147461
	Iteration 9Q: 3 clusters Score -256235.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -256256.562500 Penalty: 2747.147461
	Iteration 10Q: 3 clusters Score -256256.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -256273.156250 Penalty: 2747.147461
	Iteration 11Q: 3 clusters Score -256273.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -256283.140625 Penalty: 2747.147461
	Iteration 12Q: 3 clusters Score -256283.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -256290.718750 Penalty: 2747.147461
	Iteration 13Q: 3 clusters Score -256290.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -256297.875000 Penalty: 2747.147461
	Iteration 14Q: 3 clusters Score -256297.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -256304.937500 Penalty: 2747.147461
	Iteration 15Q: 3 clusters Score -256304.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -256309.640625 Penalty: 2747.147461
	Iteration 16Q: 3 clusters Score -256309.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -256313.062500 Penalty: 2747.147461
	Iteration 17Q: 3 clusters Score -256313.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -256316.828125 Penalty: 2747.147461
	Iteration 18Q: 3 clusters Score -256316.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -256320.000000 Penalty: 2747.147461
	Iteration 19Q: 3 clusters Score -256320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -256323.375000 Penalty: 2747.147461
	Iteration 20F: 3 clusters Score -256323.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -256326.250000 Penalty: 2747.147461
	Iteration 21Q: 3 clusters Score -256326.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -256333.062500 Penalty: 2747.147461
	Iteration 22Q: 3 clusters Score -256333.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -256336.437500 Penalty: 2747.147461
	Iteration 23Q: 3 clusters Score -256336.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -256339.968750 Penalty: 2747.147461
	Iteration 24Q: 3 clusters Score -256340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -256342.843750 Penalty: 2747.147461
	Iteration 25Q: 3 clusters Score -256342.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -256346.390625 Penalty: 2747.147461
	Iteration 26Q: 3 clusters Score -256346.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -256351.531250 Penalty: 2747.147461
	Iteration 27Q: 3 clusters Score -256351.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -256354.968750 Penalty: 2747.147461
	Iteration 28Q: 3 clusters Score -256355 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -256359.203125 Penalty: 2747.147461
	Iteration 29Q: 3 clusters Score -256359.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -256363.312500 Penalty: 2747.147461
	Iteration 30Q: 3 clusters Score -256363.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -256372.328125 Penalty: 2747.147461
	Iteration 31Q: 3 clusters Score -256372.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -256383.203125 Penalty: 2747.147461
	Iteration 32Q: 3 clusters Score -256383.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -256389.718750 Penalty: 2747.147461
	Iteration 33Q: 3 clusters Score -256389.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -256398.875000 Penalty: 2747.147461
	Iteration 34Q: 3 clusters Score -256398.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -256406.968750 Penalty: 2747.147461
	Iteration 35Q: 3 clusters Score -256407 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -256416.765625 Penalty: 2747.147461
	Iteration 36Q: 3 clusters Score -256416.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -256424.875000 Penalty: 2747.147461
	Iteration 37Q: 3 clusters Score -256424.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -256430.000000 Penalty: 2747.147461
	Iteration 38Q: 3 clusters Score -256430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -256434.875000 Penalty: 2747.147461
	Iteration 39Q: 3 clusters Score -256434.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -256439.671875 Penalty: 2747.147461
	Iteration 40F: 3 clusters Score -256439.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -256446.046875 Penalty: 2747.147461
	Iteration 41Q: 3 clusters Score -256446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -256453.140625 Penalty: 2747.147461
	Iteration 42Q: 3 clusters Score -256453.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -256459.750000 Penalty: 2747.147461
	Iteration 43Q: 3 clusters Score -256459.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -256464.296875 Penalty: 2747.147461
	Iteration 44Q: 3 clusters Score -256464.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -256469.343750 Penalty: 2747.147461
	Iteration 45Q: 3 clusters Score -256469.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -256473.296875 Penalty: 2747.147461
	Iteration 46Q: 3 clusters Score -256473.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -256476.984375 Penalty: 2747.147461
	Iteration 47Q: 3 clusters Score -256477 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -256481.187500 Penalty: 2747.147461
	Iteration 48Q: 3 clusters Score -256481.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -256484.140625 Penalty: 2747.147461
	Iteration 49Q: 3 clusters Score -256484.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -256487.953125 Penalty: 2747.147461
	Iteration 50Q: 3 clusters Score -256488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -256491.421875 Penalty: 2747.147461
	Iteration 51Q: 3 clusters Score -256491.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -256494.046875 Penalty: 2747.147461
	Iteration 52Q: 3 clusters Score -256494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -256498.171875 Penalty: 2747.147461
	Iteration 53Q: 3 clusters Score -256498.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -256502.953125 Penalty: 2747.147461
	Iteration 54Q: 3 clusters Score -256503 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -256508.406250 Penalty: 2747.147461
	Iteration 55Q: 3 clusters Score -256508.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -256512.062500 Penalty: 2747.147461
	Iteration 56Q: 3 clusters Score -256512.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -256516.937500 Penalty: 2747.147461
	Iteration 57Q: 3 clusters Score -256516.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -256520.359375 Penalty: 2747.147461
	Iteration 58Q: 3 clusters Score -256520.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -256521.843750 Penalty: 2747.147461
	Iteration 59Q: 3 clusters Score -256521.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -256525.640625 Penalty: 2747.147461
	Iteration 60F: 3 clusters Score -256525.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -256529.046875 Penalty: 2747.147461
	Iteration 61Q: 3 clusters Score -256529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -256532.906250 Penalty: 2747.147461
	Iteration 62Q: 3 clusters Score -256532.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -256535.765625 Penalty: 2747.147461
	Iteration 63Q: 3 clusters Score -256535.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -256539.906250 Penalty: 2747.147461
	Iteration 64Q: 3 clusters Score -256539.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -256544.765625 Penalty: 2747.147461
	Iteration 65Q: 3 clusters Score -256544.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -256550.125000 Penalty: 2747.147461
	Iteration 66Q: 3 clusters Score -256550.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -256554.000000 Penalty: 2747.147461
	Iteration 67Q: 3 clusters Score -256554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -256560.078125 Penalty: 2747.147461
	Iteration 68Q: 3 clusters Score -256560.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -256567.125000 Penalty: 2747.147461
	Iteration 69Q: 3 clusters Score -256567.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -256573.968750 Penalty: 2747.147461
	Iteration 70Q: 3 clusters Score -256574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -256581.062500 Penalty: 2747.147461
	Iteration 71Q: 3 clusters Score -256581.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -256590.500000 Penalty: 2747.147461
	Iteration 72Q: 3 clusters Score -256590.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -256602.062500 Penalty: 2747.147461
	Iteration 73Q: 3 clusters Score -256602.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -256615.265625 Penalty: 2747.147461
	Iteration 74Q: 3 clusters Score -256615.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -256629.484375 Penalty: 2747.147461
	Iteration 75Q: 3 clusters Score -256629.5 nChanged 43
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: -256639.703125 Penalty: 2747.147461
	Iteration 76Q: 3 clusters Score -256639.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -256652.203125 Penalty: 2747.147461
	Iteration 77Q: 3 clusters Score -256652.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -256665.500000 Penalty: 2747.147461
	Iteration 78Q: 3 clusters Score -256665.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -256678.671875 Penalty: 2747.147461
	Iteration 79Q: 3 clusters Score -256678.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -256694.640625 Penalty: 2747.147461
	Iteration 80F: 3 clusters Score -256694.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -256711.796875 Penalty: 2747.147461
	Iteration 81Q: 3 clusters Score -256711.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -256727.781250 Penalty: 2747.147461
	Iteration 82Q: 3 clusters Score -256727.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -256742.156250 Penalty: 2747.147461
	Iteration 83Q: 3 clusters Score -256742.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -256756.421875 Penalty: 2747.147461
	Iteration 84Q: 3 clusters Score -256756.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -256770.812500 Penalty: 2747.147461
	Iteration 85Q: 3 clusters Score -256770.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -256785.359375 Penalty: 2747.147461
	Iteration 86Q: 3 clusters Score -256785.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -256798.140625 Penalty: 2747.147461
	Iteration 87Q: 3 clusters Score -256798.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -256810.046875 Penalty: 2747.147461
	Iteration 88Q: 3 clusters Score -256810 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -256819.296875 Penalty: 2747.147461
	Iteration 89Q: 3 clusters Score -256819.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -256831.140625 Penalty: 2747.147461
	Iteration 90Q: 3 clusters Score -256831.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -256841.953125 Penalty: 2747.147461
	Iteration 91Q: 3 clusters Score -256842 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -256857.515625 Penalty: 2747.147461
	Iteration 92Q: 3 clusters Score -256857.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -256872.609375 Penalty: 2747.147461
	Iteration 93Q: 3 clusters Score -256872.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -256882.531250 Penalty: 2747.147461
	Iteration 94Q: 3 clusters Score -256882.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -256890.687500 Penalty: 2747.147461
	Iteration 95Q: 3 clusters Score -256890.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -256897.062500 Penalty: 2747.147461
	Iteration 96Q: 3 clusters Score -256897.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -256902.093750 Penalty: 2747.147461
	Iteration 97Q: 3 clusters Score -256902.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -256904.421875 Penalty: 2747.147461
	Iteration 98Q: 3 clusters Score -256904.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -256906.781250 Penalty: 2747.147461
	Iteration 99Q: 3 clusters Score -256906.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -256907.687500 Penalty: 2747.147461
	Iteration 100F: 3 clusters Score -256907.7 nChanged 6
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: -256908.718750 Penalty: 2747.147461
	Iteration 101Q: 3 clusters Score -256908.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -256909.687500 Penalty: 2747.147461
	Iteration 102Q: 3 clusters Score -256909.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -256911.421875 Penalty: 2747.147461
	Iteration 103Q: 3 clusters Score -256911.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -256912.421875 Penalty: 2747.147461
	Iteration 104Q: 3 clusters Score -256912.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -256914.359375 Penalty: 2747.147461
	Iteration 105Q: 3 clusters Score -256914.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -256917.140625 Penalty: 2747.147461
	Iteration 106Q: 3 clusters Score -256917.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -256919.546875 Penalty: 2747.147461
	Iteration 107Q: 3 clusters Score -256919.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -256925.156250 Penalty: 2747.147461
	Iteration 108Q: 3 clusters Score -256925.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -256933.015625 Penalty: 2747.147461
	Iteration 109Q: 3 clusters Score -256933 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -256939.390625 Penalty: 2747.147461
	Iteration 110Q: 3 clusters Score -256939.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -256945.406250 Penalty: 2747.147461
	Iteration 111Q: 3 clusters Score -256945.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -256952.046875 Penalty: 2747.147461
	Iteration 112Q: 3 clusters Score -256952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -256956.765625 Penalty: 2747.147461
	Iteration 113Q: 3 clusters Score -256956.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -256959.156250 Penalty: 2747.147461
	Iteration 114Q: 3 clusters Score -256959.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -256962.703125 Penalty: 2747.147461
	Iteration 115Q: 3 clusters Score -256962.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -256967.625000 Penalty: 2747.147461
	Iteration 116Q: 3 clusters Score -256967.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -256971.765625 Penalty: 2747.147461
	Iteration 117Q: 3 clusters Score -256971.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -256978.828125 Penalty: 2747.147461
	Iteration 118Q: 3 clusters Score -256978.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -256986.937500 Penalty: 2747.147461
	Iteration 119Q: 3 clusters Score -256986.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -256995.937500 Penalty: 2747.147461
	Iteration 120F: 3 clusters Score -256995.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -257006.140625 Penalty: 2747.147461
	Iteration 121Q: 3 clusters Score -257006.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -257018.921875 Penalty: 2747.147461
	Iteration 122Q: 3 clusters Score -257018.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -257029.296875 Penalty: 2747.147461
	Iteration 123Q: 3 clusters Score -257029.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -257039.156250 Penalty: 2747.147461
	Iteration 124Q: 3 clusters Score -257039.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -257050.265625 Penalty: 2747.147461
	Iteration 125Q: 3 clusters Score -257050.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -257063.765625 Penalty: 2747.147461
	Iteration 126Q: 3 clusters Score -257063.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -257077.359375 Penalty: 2747.147461
	Iteration 127Q: 3 clusters Score -257077.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -257088.671875 Penalty: 2747.147461
	Iteration 128Q: 3 clusters Score -257088.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -257098.953125 Penalty: 2747.147461
	Iteration 129Q: 3 clusters Score -257099 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -257109.265625 Penalty: 2747.147461
	Iteration 130Q: 3 clusters Score -257109.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -257120.546875 Penalty: 2747.147461
	Iteration 131Q: 3 clusters Score -257120.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -257131.156250 Penalty: 2747.147461
	Iteration 132Q: 3 clusters Score -257131.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -257139.656250 Penalty: 2747.147461
	Iteration 133Q: 3 clusters Score -257139.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -257144.531250 Penalty: 2747.147461
	Iteration 134Q: 3 clusters Score -257144.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -257148.906250 Penalty: 2747.147461
	Iteration 135Q: 3 clusters Score -257148.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -257153.031250 Penalty: 2747.147461
	Iteration 136Q: 3 clusters Score -257153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -257157.546875 Penalty: 2747.147461
	Iteration 137Q: 3 clusters Score -257157.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -257161.812500 Penalty: 2747.147461
	Iteration 138Q: 3 clusters Score -257161.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -257162.406250 Penalty: 2747.147461
	Iteration 139Q: 3 clusters Score -257162.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -257164.531250 Penalty: 2747.147461
	Iteration 140F: 3 clusters Score -257164.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -257165.359375 Penalty: 2747.147461
	Iteration 141Q: 3 clusters Score -257165.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -257165.921875 Penalty: 2747.147461
	Iteration 142Q: 3 clusters Score -257165.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -257166.890625 Penalty: 2747.147461
	Iteration 143Q: 3 clusters Score -257166.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -257166.890625 Penalty: 2747.147461
	Iteration 144F: 3 clusters Score -257166.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Entering Unmasked Estep 
Score: -1814369.500000 Penalty: 1697.482178
	Iteration 0F: 2 clusters Score -1814370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -1791388.500000 Penalty: 3394.964355
	Iteration 0F: 3 clusters Score -1791388 nChanged 15882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -1800118.250000 Penalty: 3394.964355
	Iteration 1F: 3 clusters Score -1800118 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -1800604.500000 Penalty: 3394.964355
	Iteration 2Q: 3 clusters Score -1800604 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -1801242.500000 Penalty: 3394.964355
	Iteration 3Q: 3 clusters Score -1801242 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -1802187.375000 Penalty: 3394.964355
	Iteration 4F: 3 clusters Score -1802187 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -1803552.125000 Penalty: 3394.964355
	Iteration 5F: 3 clusters Score -1803552 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -1805437.500000 Penalty: 3394.964355
	Iteration 6F: 3 clusters Score -1805438 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -1807709.750000 Penalty: 3394.964355
	Iteration 7F: 3 clusters Score -1807710 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -1809949.375000 Penalty: 3394.964355
	Iteration 8F: 3 clusters Score -1809949 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -1811577.125000 Penalty: 3394.964355
	Iteration 9Q: 3 clusters Score -1811577 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -1812622.125000 Penalty: 3394.964355
	Iteration 10Q: 3 clusters Score -1812622 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -1813135.250000 Penalty: 3394.964355
	Iteration 11Q: 3 clusters Score -1813135 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -1813348.375000 Penalty: 3394.964355
	Iteration 12Q: 3 clusters Score -1813348 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -1813459.125000 Penalty: 3394.964355
	Iteration 13Q: 3 clusters Score -1813459 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -1813516.875000 Penalty: 3394.964355
	Iteration 14Q: 3 clusters Score -1813517 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -1813569.250000 Penalty: 3394.964355
	Iteration 15Q: 3 clusters Score -1813569 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -1813607.500000 Penalty: 3394.964355
	Iteration 16Q: 3 clusters Score -1813608 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -1813631.750000 Penalty: 3394.964355
	Iteration 17Q: 3 clusters Score -1813632 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -1813637.125000 Penalty: 3394.964355
	Iteration 18Q: 3 clusters Score -1813637 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -1813639.625000 Penalty: 3394.964355
	Iteration 19Q: 3 clusters Score -1813640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -1813645.500000 Penalty: 3394.964355
	Iteration 20F: 3 clusters Score -1813646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -1813649.375000 Penalty: 3394.964355
	Iteration 21Q: 3 clusters Score -1813649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -1813653.000000 Penalty: 3394.964355
	Iteration 22Q: 3 clusters Score -1813653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -1813654.250000 Penalty: 3394.964355
	Iteration 23Q: 3 clusters Score -1813654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -1813657.500000 Penalty: 3394.964355
	Iteration 24Q: 3 clusters Score -1813658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -1813661.125000 Penalty: 3394.964355
	Iteration 25Q: 3 clusters Score -1813661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -1813660.500000 Penalty: 3394.964355
	Iteration 26Q: 3 clusters Score -1813660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -1813659.625000 Penalty: 3394.964355
	Iteration 27Q: 3 clusters Score -1813660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
Score: -1813662.000000 Penalty: 3394.964355
	Iteration 28Q: 3 clusters Score -1813662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -1813662.125000 Penalty: 3394.964355
	Iteration 29Q: 3 clusters Score -1813662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -1813664.000000 Penalty: 3394.964355
	Iteration 30Q: 3 clusters Score -1813664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -1813665.875000 Penalty: 3394.964355
	Iteration 31Q: 3 clusters Score -1813666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -1813663.625000 Penalty: 3394.964355
	Iteration 32Q: 3 clusters Score -1813664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -1813667.750000 Penalty: 3394.964355
	Iteration 33Q: 3 clusters Score -1813668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
Score: -1813669.875000 Penalty: 3394.964355
	Iteration 34Q: 3 clusters Score -1813670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -1813671.875000 Penalty: 3394.964355
	Iteration 35Q: 3 clusters Score -1813672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -1813669.750000 Penalty: 3394.964355
	Iteration 36Q: 3 clusters Score -1813670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -1813672.500000 Penalty: 3394.964355
	Iteration 37Q: 3 clusters Score -1813672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -1813672.875000 Penalty: 3394.964355
	Iteration 38Q: 3 clusters Score -1813673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -1813674.875000 Penalty: 3394.964355
	Iteration 39Q: 3 clusters Score -1813675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -1813671.500000 Penalty: 3394.964355
	Iteration 40F: 3 clusters Score -1813672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -1813672.250000 Penalty: 3394.964355
	Iteration 41Q: 3 clusters Score -1813672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -1813673.500000 Penalty: 3394.964355
	Iteration 42Q: 3 clusters Score -1813674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -1813674.750000 Penalty: 3394.964355
	Iteration 43Q: 3 clusters Score -1813675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -1813673.250000 Penalty: 3394.964355
	Iteration 44Q: 3 clusters Score -1813673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -1813673.250000 Penalty: 3394.964355
	Iteration 45F: 3 clusters Score -1813673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Entering Unmasked Estep 
Score: -333107.281250 Penalty: 1421.470581
	Iteration 0F: 2 clusters Score -333107.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -328293.718750 Penalty: 2842.941162
	Iteration 0F: 3 clusters Score -328293.7 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -329616.218750 Penalty: 2842.941162
	Iteration 1F: 3 clusters Score -329616.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -329791.000000 Penalty: 2842.941162
	Iteration 2F: 3 clusters Score -329791 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -329937.031250 Penalty: 2842.941162
	Iteration 3Q: 3 clusters Score -329937 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -330065.437500 Penalty: 2842.941162
	Iteration 4Q: 3 clusters Score -330065.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -330190.968750 Penalty: 2842.941162
	Iteration 5Q: 3 clusters Score -330191 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -330322.437500 Penalty: 2842.941162
	Iteration 6Q: 3 clusters Score -330322.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -330490.843750 Penalty: 2842.941162
	Iteration 7Q: 3 clusters Score -330490.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -330696.281250 Penalty: 2842.941162
	Iteration 8Q: 3 clusters Score -330696.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -330896.406250 Penalty: 2842.941162
	Iteration 9Q: 3 clusters Score -330896.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -331143.125000 Penalty: 2842.941162
	Iteration 10Q: 3 clusters Score -331143.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -331382.500000 Penalty: 2842.941162
	Iteration 11Q: 3 clusters Score -331382.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -331564.156250 Penalty: 2842.941162
	Iteration 12Q: 3 clusters Score -331564.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -331677.343750 Penalty: 2842.941162
	Iteration 13Q: 3 clusters Score -331677.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -331751.281250 Penalty: 2842.941162
	Iteration 14Q: 3 clusters Score -331751.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -331796.968750 Penalty: 2842.941162
	Iteration 15Q: 3 clusters Score -331797 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -331828.562500 Penalty: 2842.941162
	Iteration 16Q: 3 clusters Score -331828.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -331862.875000 Penalty: 2842.941162
	Iteration 17Q: 3 clusters Score -331862.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -331885.750000 Penalty: 2842.941162
	Iteration 18Q: 3 clusters Score -331885.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -331901.312500 Penalty: 2842.941162
	Iteration 19Q: 3 clusters Score -331901.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -331909.906250 Penalty: 2842.941162
	Iteration 20F: 3 clusters Score -331909.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -331916.343750 Penalty: 2842.941162
	Iteration 21Q: 3 clusters Score -331916.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -331923.156250 Penalty: 2842.941162
	Iteration 22Q: 3 clusters Score -331923.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -331927.625000 Penalty: 2842.941162
	Iteration 23Q: 3 clusters Score -331927.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -331933.343750 Penalty: 2842.941162
	Iteration 24Q: 3 clusters Score -331933.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -331937.218750 Penalty: 2842.941162
	Iteration 25Q: 3 clusters Score -331937.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -331937.781250 Penalty: 2842.941162
	Iteration 26Q: 3 clusters Score -331937.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -331941.968750 Penalty: 2842.941162
	Iteration 27Q: 3 clusters Score -331942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -331944.250000 Penalty: 2842.941162
	Iteration 28Q: 3 clusters Score -331944.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -331946.000000 Penalty: 2842.941162
	Iteration 29Q: 3 clusters Score -331946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -331946.968750 Penalty: 2842.941162
	Iteration 30Q: 3 clusters Score -331947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -331946.968750 Penalty: 2842.941162
	Iteration 31F: 3 clusters Score -331947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Entering Unmasked Estep 
Score: -168227.671875 Penalty: 1315.930664
	Iteration 0F: 2 clusters Score -168227.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -165295.593750 Penalty: 2631.861328
	Iteration 0F: 3 clusters Score -165295.6 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -166057.734375 Penalty: 2631.861328
	Iteration 1F: 3 clusters Score -166057.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -166245.250000 Penalty: 2631.861328
	Iteration 2F: 3 clusters Score -166245.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -166357.484375 Penalty: 2631.861328
	Iteration 3F: 3 clusters Score -166357.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -166447.125000 Penalty: 2631.861328
	Iteration 4Q: 3 clusters Score -166447.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -166545.750000 Penalty: 2631.861328
	Iteration 5Q: 3 clusters Score -166545.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -166653.671875 Penalty: 2631.861328
	Iteration 6Q: 3 clusters Score -166653.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -166748.640625 Penalty: 2631.861328
	Iteration 7Q: 3 clusters Score -166748.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -166826.484375 Penalty: 2631.861328
	Iteration 8Q: 3 clusters Score -166826.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -166897.250000 Penalty: 2631.861328
	Iteration 9Q: 3 clusters Score -166897.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -166944.390625 Penalty: 2631.861328
	Iteration 10Q: 3 clusters Score -166944.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -166986.875000 Penalty: 2631.861328
	Iteration 11Q: 3 clusters Score -166986.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -167018.921875 Penalty: 2631.861328
	Iteration 12Q: 3 clusters Score -167018.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -167048.125000 Penalty: 2631.861328
	Iteration 13Q: 3 clusters Score -167048.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -167071.593750 Penalty: 2631.861328
	Iteration 14Q: 3 clusters Score -167071.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -167105.046875 Penalty: 2631.861328
	Iteration 15Q: 3 clusters Score -167105 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -167134.359375 Penalty: 2631.861328
	Iteration 16Q: 3 clusters Score -167134.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -167162.078125 Penalty: 2631.861328
	Iteration 17Q: 3 clusters Score -167162.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -167186.437500 Penalty: 2631.861328
	Iteration 18Q: 3 clusters Score -167186.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -167207.015625 Penalty: 2631.861328
	Iteration 19Q: 3 clusters Score -167207 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -167222.421875 Penalty: 2631.861328
	Iteration 20F: 3 clusters Score -167222.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -167232.953125 Penalty: 2631.861328
	Iteration 21Q: 3 clusters Score -167233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -167238.296875 Penalty: 2631.861328
	Iteration 22Q: 3 clusters Score -167238.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -167243.609375 Penalty: 2631.861328
	Iteration 23Q: 3 clusters Score -167243.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -167248.437500 Penalty: 2631.861328
	Iteration 24Q: 3 clusters Score -167248.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -167254.375000 Penalty: 2631.861328
	Iteration 25Q: 3 clusters Score -167254.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -167258.625000 Penalty: 2631.861328
	Iteration 26Q: 3 clusters Score -167258.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -167264.015625 Penalty: 2631.861328
	Iteration 27Q: 3 clusters Score -167264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -167268.796875 Penalty: 2631.861328
	Iteration 28Q: 3 clusters Score -167268.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -167269.390625 Penalty: 2631.861328
	Iteration 29Q: 3 clusters Score -167269.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -167270.000000 Penalty: 2631.861328
	Iteration 30Q: 3 clusters Score -167270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -167270.000000 Penalty: 2631.861328
	Iteration 31F: 3 clusters Score -167270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Entering Unmasked Estep 
Score: -85088.367188 Penalty: 1230.865723
	Iteration 0F: 2 clusters Score -85088.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -83020.296875 Penalty: 2461.731445
	Iteration 0F: 3 clusters Score -83020.3 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -83508.085938 Penalty: 2461.731445
	Iteration 1F: 3 clusters Score -83508.09 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -83619.546875 Penalty: 2461.731445
	Iteration 2F: 3 clusters Score -83619.55 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -83695.492188 Penalty: 2461.731445
	Iteration 3Q: 3 clusters Score -83695.49 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -83766.609375 Penalty: 2461.731445
	Iteration 4Q: 3 clusters Score -83766.61 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -83815.156250 Penalty: 2461.731445
	Iteration 5Q: 3 clusters Score -83815.16 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -83859.445312 Penalty: 2461.731445
	Iteration 6Q: 3 clusters Score -83859.45 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -83896.781250 Penalty: 2461.731445
	Iteration 7Q: 3 clusters Score -83896.78 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -83938.242188 Penalty: 2461.731445
	Iteration 8Q: 3 clusters Score -83938.24 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -83973.515625 Penalty: 2461.731445
	Iteration 9Q: 3 clusters Score -83973.52 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -84010.132812 Penalty: 2461.731445
	Iteration 10Q: 3 clusters Score -84010.13 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -84037.515625 Penalty: 2461.731445
	Iteration 11Q: 3 clusters Score -84037.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -84068.882812 Penalty: 2461.731445
	Iteration 12Q: 3 clusters Score -84068.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -84092.515625 Penalty: 2461.731445
	Iteration 13Q: 3 clusters Score -84092.52 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -84116.570312 Penalty: 2461.731445
	Iteration 14Q: 3 clusters Score -84116.57 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -84145.367188 Penalty: 2461.731445
	Iteration 15Q: 3 clusters Score -84145.37 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -84185.695312 Penalty: 2461.731445
	Iteration 16Q: 3 clusters Score -84185.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -84229.226562 Penalty: 2461.731445
	Iteration 17Q: 3 clusters Score -84229.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -84261.187500 Penalty: 2461.731445
	Iteration 18Q: 3 clusters Score -84261.19 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -84302.710938 Penalty: 2461.731445
	Iteration 19Q: 3 clusters Score -84302.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -84347.437500 Penalty: 2461.731445
	Iteration 20F: 3 clusters Score -84347.44 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -84411.945312 Penalty: 2461.731445
	Iteration 21Q: 3 clusters Score -84411.95 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -84451.429688 Penalty: 2461.731445
	Iteration 22Q: 3 clusters Score -84451.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -84466.718750 Penalty: 2461.731445
	Iteration 23Q: 3 clusters Score -84466.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -84479.132812 Penalty: 2461.731445
	Iteration 24Q: 3 clusters Score -84479.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -84490.382812 Penalty: 2461.731445
	Iteration 25Q: 3 clusters Score -84490.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -84502.250000 Penalty: 2461.731445
	Iteration 26Q: 3 clusters Score -84502.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -84511.187500 Penalty: 2461.731445
	Iteration 27Q: 3 clusters Score -84511.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -84519.000000 Penalty: 2461.731445
	Iteration 28Q: 3 clusters Score -84519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -84523.976562 Penalty: 2461.731445
	Iteration 29Q: 3 clusters Score -84523.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -84524.718750 Penalty: 2461.731445
	Iteration 30Q: 3 clusters Score -84524.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -84525.257812 Penalty: 2461.731445
	Iteration 31Q: 3 clusters Score -84525.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -84525.257812 Penalty: 2461.731445
	Iteration 32F: 3 clusters Score -84525.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Entering Unmasked Estep 
Score: -319122.687500 Penalty: 1418.579712
	Iteration 0F: 2 clusters Score -319122.7 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 3087 members 
Entering Unmasked Estep 
Score: -314363.812500 Penalty: 2837.159424
	Iteration 0F: 3 clusters Score -314363.8 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -315646.031250 Penalty: 2837.159424
	Iteration 1F: 3 clusters Score -315646 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -315826.562500 Penalty: 2837.159424
	Iteration 2F: 3 clusters Score -315826.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -315953.625000 Penalty: 2837.159424
	Iteration 3Q: 3 clusters Score -315953.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -316047.062500 Penalty: 2837.159424
	Iteration 4Q: 3 clusters Score -316047.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -316118.062500 Penalty: 2837.159424
	Iteration 5Q: 3 clusters Score -316118.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -316163.031250 Penalty: 2837.159424
	Iteration 6Q: 3 clusters Score -316163 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -316199.750000 Penalty: 2837.159424
	Iteration 7Q: 3 clusters Score -316199.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -316230.468750 Penalty: 2837.159424
	Iteration 8Q: 3 clusters Score -316230.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -316250.968750 Penalty: 2837.159424
	Iteration 9Q: 3 clusters Score -316251 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -316266.843750 Penalty: 2837.159424
	Iteration 10Q: 3 clusters Score -316266.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -316290.343750 Penalty: 2837.159424
	Iteration 11Q: 3 clusters Score -316290.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -316305.593750 Penalty: 2837.159424
	Iteration 12Q: 3 clusters Score -316305.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -316320.312500 Penalty: 2837.159424
	Iteration 13Q: 3 clusters Score -316320.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -316335.281250 Penalty: 2837.159424
	Iteration 14Q: 3 clusters Score -316335.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -316350.656250 Penalty: 2837.159424
	Iteration 15Q: 3 clusters Score -316350.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -316373.375000 Penalty: 2837.159424
	Iteration 16Q: 3 clusters Score -316373.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -316400.968750 Penalty: 2837.159424
	Iteration 17Q: 3 clusters Score -316401 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -316439.906250 Penalty: 2837.159424
	Iteration 18Q: 3 clusters Score -316439.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -316487.937500 Penalty: 2837.159424
	Iteration 19Q: 3 clusters Score -316487.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -316538.093750 Penalty: 2837.159424
	Iteration 20F: 3 clusters Score -316538.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -316603.906250 Penalty: 2837.159424
	Iteration 21Q: 3 clusters Score -316603.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -316677.593750 Penalty: 2837.159424
	Iteration 22Q: 3 clusters Score -316677.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -316789.625000 Penalty: 2837.159424
	Iteration 23Q: 3 clusters Score -316789.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -316935.937500 Penalty: 2837.159424
	Iteration 24Q: 3 clusters Score -316935.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -317089.093750 Penalty: 2837.159424
	Iteration 25Q: 3 clusters Score -317089.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -317274.125000 Penalty: 2837.159424
	Iteration 26Q: 3 clusters Score -317274.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -317444.781250 Penalty: 2837.159424
	Iteration 27Q: 3 clusters Score -317444.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -317583.000000 Penalty: 2837.159424
	Iteration 28Q: 3 clusters Score -317583 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -317695.781250 Penalty: 2837.159424
	Iteration 29Q: 3 clusters Score -317695.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -317783.406250 Penalty: 2837.159424
	Iteration 30Q: 3 clusters Score -317783.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -317832.906250 Penalty: 2837.159424
	Iteration 31Q: 3 clusters Score -317832.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -317862.656250 Penalty: 2837.159424
	Iteration 32Q: 3 clusters Score -317862.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -317885.625000 Penalty: 2837.159424
	Iteration 33Q: 3 clusters Score -317885.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -317899.750000 Penalty: 2837.159424
	Iteration 34Q: 3 clusters Score -317899.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -317907.031250 Penalty: 2837.159424
	Iteration 35Q: 3 clusters Score -317907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -317915.843750 Penalty: 2837.159424
	Iteration 36Q: 3 clusters Score -317915.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -317922.625000 Penalty: 2837.159424
	Iteration 37Q: 3 clusters Score -317922.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -317923.906250 Penalty: 2837.159424
	Iteration 38Q: 3 clusters Score -317923.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -317924.468750 Penalty: 2837.159424
	Iteration 39Q: 3 clusters Score -317924.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -317924.468750 Penalty: 2837.159424
	Iteration 40F: 3 clusters Score -317924.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (318341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318341 members 
Entering Unmasked Estep 
Score: -16213713.000000 Penalty: 2059.017822
	Iteration 0F: 2 clusters Score -1.621371e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159611 members 
Mstep: Class 2 contains 158730 members 
Entering Unmasked Estep 
Score: -15997984.000000 Penalty: 4118.035645
	Iteration 0F: 3 clusters Score -1.599798e+07 nChanged 155480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173207 members 
Mstep: Class 2 contains 145134 members 
Entering Unmasked Estep 
Score: -16094071.000000 Penalty: 4118.035645
	Iteration 1F: 3 clusters Score -1.609407e+07 nChanged 13209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182438 members 
Mstep: Class 2 contains 135903 members 
Entering Unmasked Estep 
Score: -16098977.000000 Penalty: 4118.035645
	Iteration 2Q: 3 clusters Score -1.609898e+07 nChanged 16840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196230 members 
Mstep: Class 2 contains 122111 members 
Entering Unmasked Estep 
Score: -16107192.000000 Penalty: 4118.035645
	Iteration 3F: 3 clusters Score -1.610719e+07 nChanged 21188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215190 members 
Mstep: Class 2 contains 103151 members 
Entering Unmasked Estep 
Score: -16121225.000000 Penalty: 4118.035645
	Iteration 4F: 3 clusters Score -1.612122e+07 nChanged 24991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238719 members 
Mstep: Class 2 contains 79622 members 
Entering Unmasked Estep 
Score: -16142101.000000 Penalty: 4118.035645
	Iteration 5F: 3 clusters Score -1.61421e+07 nChanged 24659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262476 members 
Mstep: Class 2 contains 55865 members 
Entering Unmasked Estep 
Score: -16165297.000000 Penalty: 4118.035645
	Iteration 6F: 3 clusters Score -1.61653e+07 nChanged 19006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280968 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -16183205.000000 Penalty: 4118.035645
	Iteration 7F: 3 clusters Score -1.61832e+07 nChanged 12549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293233 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -16194668.000000 Penalty: 4118.035645
	Iteration 8Q: 3 clusters Score -1.619467e+07 nChanged 8070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301195 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -16201654.000000 Penalty: 4118.035645
	Iteration 9Q: 3 clusters Score -1.620165e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306442 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -16206001.000000 Penalty: 4118.035645
	Iteration 10Q: 3 clusters Score -1.6206e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309856 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -16208632.000000 Penalty: 4118.035645
	Iteration 11Q: 3 clusters Score -1.620863e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312056 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -16210415.000000 Penalty: 4118.035645
	Iteration 12Q: 3 clusters Score -1.621042e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313390 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -16211460.000000 Penalty: 4118.035645
	Iteration 13Q: 3 clusters Score -1.621146e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314171 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -16211996.000000 Penalty: 4118.035645
	Iteration 14Q: 3 clusters Score -1.6212e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314636 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -16212229.000000 Penalty: 4118.035645
	Iteration 15Q: 3 clusters Score -1.621223e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314937 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -16212414.000000 Penalty: 4118.035645
	Iteration 16Q: 3 clusters Score -1.621241e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315157 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -16212477.000000 Penalty: 4118.035645
	Iteration 17Q: 3 clusters Score -1.621248e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315307 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -16212534.000000 Penalty: 4118.035645
	Iteration 18Q: 3 clusters Score -1.621253e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315398 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -16212575.000000 Penalty: 4118.035645
	Iteration 19Q: 3 clusters Score -1.621258e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315471 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -16212607.000000 Penalty: 4118.035645
	Iteration 20F: 3 clusters Score -1.621261e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315521 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -16212605.000000 Penalty: 4118.035645
	Iteration 21Q: 3 clusters Score -1.62126e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315558 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -16212630.000000 Penalty: 4118.035645
	Iteration 22Q: 3 clusters Score -1.621263e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315588 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -16212643.000000 Penalty: 4118.035645
	Iteration 23Q: 3 clusters Score -1.621264e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315608 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -16212649.000000 Penalty: 4118.035645
	Iteration 24Q: 3 clusters Score -1.621265e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315628 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -16212656.000000 Penalty: 4118.035645
	Iteration 25Q: 3 clusters Score -1.621266e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315649 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -16212666.000000 Penalty: 4118.035645
	Iteration 26Q: 3 clusters Score -1.621267e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315671 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -16212667.000000 Penalty: 4118.035645
	Iteration 27Q: 3 clusters Score -1.621267e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315679 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -16212675.000000 Penalty: 4118.035645
	Iteration 28Q: 3 clusters Score -1.621268e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315690 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -16212674.000000 Penalty: 4118.035645
	Iteration 29Q: 3 clusters Score -1.621267e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315702 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -16212670.000000 Penalty: 4118.035645
	Iteration 30Q: 3 clusters Score -1.621267e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315722 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -16212659.000000 Penalty: 4118.035645
	Iteration 31Q: 3 clusters Score -1.621266e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315739 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -16212669.000000 Penalty: 4118.035645
	Iteration 32Q: 3 clusters Score -1.621267e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315759 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -16212675.000000 Penalty: 4118.035645
	Iteration 33Q: 3 clusters Score -1.621268e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315775 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -16212690.000000 Penalty: 4118.035645
	Iteration 34Q: 3 clusters Score -1.621269e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315789 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -16212696.000000 Penalty: 4118.035645
	Iteration 35Q: 3 clusters Score -1.62127e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315800 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -16212697.000000 Penalty: 4118.035645
	Iteration 36Q: 3 clusters Score -1.62127e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315814 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -16212701.000000 Penalty: 4118.035645
	Iteration 37Q: 3 clusters Score -1.62127e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315827 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -16212704.000000 Penalty: 4118.035645
	Iteration 38Q: 3 clusters Score -1.62127e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315833 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -16212704.000000 Penalty: 4118.035645
	Iteration 39Q: 3 clusters Score -1.62127e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315841 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -16212704.000000 Penalty: 4118.035645
	Iteration 40F: 3 clusters Score -1.62127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315846 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -16212707.000000 Penalty: 4118.035645
	Iteration 41Q: 3 clusters Score -1.621271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315850 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -16212706.000000 Penalty: 4118.035645
	Iteration 42Q: 3 clusters Score -1.621271e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315853 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -16212713.000000 Penalty: 4118.035645
	Iteration 43Q: 3 clusters Score -1.621271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315855 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -16212710.000000 Penalty: 4118.035645
	Iteration 44Q: 3 clusters Score -1.621271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315858 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -16212716.000000 Penalty: 4118.035645
	Iteration 45Q: 3 clusters Score -1.621272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315859 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -16212714.000000 Penalty: 4118.035645
	Iteration 46Q: 3 clusters Score -1.621271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315858 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -16212717.000000 Penalty: 4118.035645
	Iteration 47Q: 3 clusters Score -1.621272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315861 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -16212710.000000 Penalty: 4118.035645
	Iteration 48Q: 3 clusters Score -1.621271e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315866 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -16212703.000000 Penalty: 4118.035645
	Iteration 49Q: 3 clusters Score -1.62127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315868 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -16212707.000000 Penalty: 4118.035645
	Iteration 50Q: 3 clusters Score -1.621271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315869 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -16212706.000000 Penalty: 4118.035645
	Iteration 51Q: 3 clusters Score -1.621271e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315869 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -16212706.000000 Penalty: 4118.035645
	Iteration 52F: 3 clusters Score -1.621271e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Entering Unmasked Estep 
Score: -1088596.750000 Penalty: 1612.542603
	Iteration 0F: 2 clusters Score -1088597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1074674.750000 Penalty: 3225.085205
	Iteration 0F: 3 clusters Score -1074675 nChanged 9285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1079805.625000 Penalty: 3225.085205
	Iteration 1F: 3 clusters Score -1079806 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1080156.625000 Penalty: 3225.085205
	Iteration 2Q: 3 clusters Score -1080157 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1080563.500000 Penalty: 3225.085205
	Iteration 3Q: 3 clusters Score -1080564 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1081090.750000 Penalty: 3225.085205
	Iteration 4F: 3 clusters Score -1081091 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -1081831.000000 Penalty: 3225.085205
	Iteration 5F: 3 clusters Score -1081831 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -1082869.250000 Penalty: 3225.085205
	Iteration 6F: 3 clusters Score -1082869 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -1084153.125000 Penalty: 3225.085205
	Iteration 7F: 3 clusters Score -1084153 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -1085400.250000 Penalty: 3225.085205
	Iteration 8F: 3 clusters Score -1085400 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -1086266.750000 Penalty: 3225.085205
	Iteration 9Q: 3 clusters Score -1086267 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -1086760.375000 Penalty: 3225.085205
	Iteration 10Q: 3 clusters Score -1086760 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -1086979.500000 Penalty: 3225.085205
	Iteration 11Q: 3 clusters Score -1086980 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -1087074.375000 Penalty: 3225.085205
	Iteration 12Q: 3 clusters Score -1087074 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -1087146.500000 Penalty: 3225.085205
	Iteration 13Q: 3 clusters Score -1087146 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -1087196.250000 Penalty: 3225.085205
	Iteration 14Q: 3 clusters Score -1087196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -1087219.000000 Penalty: 3225.085205
	Iteration 15Q: 3 clusters Score -1087219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -1087237.875000 Penalty: 3225.085205
	Iteration 16Q: 3 clusters Score -1087238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -1087244.000000 Penalty: 3225.085205
	Iteration 17Q: 3 clusters Score -1087244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -1087247.375000 Penalty: 3225.085205
	Iteration 18Q: 3 clusters Score -1087247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -1087254.750000 Penalty: 3225.085205
	Iteration 19Q: 3 clusters Score -1087255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -1087260.000000 Penalty: 3225.085205
	Iteration 20F: 3 clusters Score -1087260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -1087263.875000 Penalty: 3225.085205
	Iteration 21Q: 3 clusters Score -1087264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -1087263.875000 Penalty: 3225.085205
	Iteration 22Q: 3 clusters Score -1087264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -1087266.500000 Penalty: 3225.085205
	Iteration 23Q: 3 clusters Score -1087266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -1087267.875000 Penalty: 3225.085205
	Iteration 24Q: 3 clusters Score -1087268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -1087267.875000 Penalty: 3225.085205
	Iteration 25F: 3 clusters Score -1087268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Entering Unmasked Estep 
Score: -817741.812500 Penalty: 1569.575928
	Iteration 0F: 2 clusters Score -817741.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -806889.625000 Penalty: 3139.151855
	Iteration 0F: 3 clusters Score -806889.6 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -810795.062500 Penalty: 3139.151855
	Iteration 1F: 3 clusters Score -810795.1 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -811142.687500 Penalty: 3139.151855
	Iteration 2F: 3 clusters Score -811142.7 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -811456.875000 Penalty: 3139.151855
	Iteration 3Q: 3 clusters Score -811456.9 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -811778.000000 Penalty: 3139.151855
	Iteration 4Q: 3 clusters Score -811778 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -812073.125000 Penalty: 3139.151855
	Iteration 5Q: 3 clusters Score -812073.1 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -812329.312500 Penalty: 3139.151855
	Iteration 6Q: 3 clusters Score -812329.3 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -812617.687500 Penalty: 3139.151855
	Iteration 7Q: 3 clusters Score -812617.7 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -812951.187500 Penalty: 3139.151855
	Iteration 8Q: 3 clusters Score -812951.2 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -813292.062500 Penalty: 3139.151855
	Iteration 9Q: 3 clusters Score -813292.1 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -813634.312500 Penalty: 3139.151855
	Iteration 10Q: 3 clusters Score -813634.3 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -813979.562500 Penalty: 3139.151855
	Iteration 11Q: 3 clusters Score -813979.6 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -814270.812500 Penalty: 3139.151855
	Iteration 12Q: 3 clusters Score -814270.8 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -814531.375000 Penalty: 3139.151855
	Iteration 13Q: 3 clusters Score -814531.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -814702.625000 Penalty: 3139.151855
	Iteration 14Q: 3 clusters Score -814702.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -814821.187500 Penalty: 3139.151855
	Iteration 15Q: 3 clusters Score -814821.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -814907.062500 Penalty: 3139.151855
	Iteration 16Q: 3 clusters Score -814907.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -814973.375000 Penalty: 3139.151855
	Iteration 17Q: 3 clusters Score -814973.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -815047.187500 Penalty: 3139.151855
	Iteration 18Q: 3 clusters Score -815047.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -815127.062500 Penalty: 3139.151855
	Iteration 19Q: 3 clusters Score -815127.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -815193.562500 Penalty: 3139.151855
	Iteration 20F: 3 clusters Score -815193.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -815242.125000 Penalty: 3139.151855
	Iteration 21Q: 3 clusters Score -815242.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -815291.000000 Penalty: 3139.151855
	Iteration 22Q: 3 clusters Score -815291 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -815346.312500 Penalty: 3139.151855
	Iteration 23Q: 3 clusters Score -815346.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -815409.500000 Penalty: 3139.151855
	Iteration 24Q: 3 clusters Score -815409.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -815462.562500 Penalty: 3139.151855
	Iteration 25Q: 3 clusters Score -815462.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -815516.875000 Penalty: 3139.151855
	Iteration 26Q: 3 clusters Score -815516.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -815570.875000 Penalty: 3139.151855
	Iteration 27Q: 3 clusters Score -815570.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -815613.812500 Penalty: 3139.151855
	Iteration 28Q: 3 clusters Score -815613.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -815655.187500 Penalty: 3139.151855
	Iteration 29Q: 3 clusters Score -815655.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -815701.000000 Penalty: 3139.151855
	Iteration 30Q: 3 clusters Score -815701 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -815739.562500 Penalty: 3139.151855
	Iteration 31Q: 3 clusters Score -815739.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -815773.562500 Penalty: 3139.151855
	Iteration 32Q: 3 clusters Score -815773.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -815804.437500 Penalty: 3139.151855
	Iteration 33Q: 3 clusters Score -815804.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -815834.125000 Penalty: 3139.151855
	Iteration 34Q: 3 clusters Score -815834.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -815859.500000 Penalty: 3139.151855
	Iteration 35Q: 3 clusters Score -815859.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -815890.062500 Penalty: 3139.151855
	Iteration 36Q: 3 clusters Score -815890.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -815924.437500 Penalty: 3139.151855
	Iteration 37Q: 3 clusters Score -815924.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -815954.312500 Penalty: 3139.151855
	Iteration 38Q: 3 clusters Score -815954.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -815980.687500 Penalty: 3139.151855
	Iteration 39Q: 3 clusters Score -815980.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -816005.000000 Penalty: 3139.151855
	Iteration 40F: 3 clusters Score -816005 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -816029.687500 Penalty: 3139.151855
	Iteration 41Q: 3 clusters Score -816029.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -816057.562500 Penalty: 3139.151855
	Iteration 42Q: 3 clusters Score -816057.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -816080.375000 Penalty: 3139.151855
	Iteration 43Q: 3 clusters Score -816080.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -816099.625000 Penalty: 3139.151855
	Iteration 44Q: 3 clusters Score -816099.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -816117.812500 Penalty: 3139.151855
	Iteration 45Q: 3 clusters Score -816117.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -816135.875000 Penalty: 3139.151855
	Iteration 46Q: 3 clusters Score -816135.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -816148.125000 Penalty: 3139.151855
	Iteration 47Q: 3 clusters Score -816148.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -816166.312500 Penalty: 3139.151855
	Iteration 48Q: 3 clusters Score -816166.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -816179.687500 Penalty: 3139.151855
	Iteration 49Q: 3 clusters Score -816179.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -816189.625000 Penalty: 3139.151855
	Iteration 50Q: 3 clusters Score -816189.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -816204.062500 Penalty: 3139.151855
	Iteration 51Q: 3 clusters Score -816204.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -816215.125000 Penalty: 3139.151855
	Iteration 52Q: 3 clusters Score -816215.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -816231.687500 Penalty: 3139.151855
	Iteration 53Q: 3 clusters Score -816231.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -816246.562500 Penalty: 3139.151855
	Iteration 54Q: 3 clusters Score -816246.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -816256.312500 Penalty: 3139.151855
	Iteration 55Q: 3 clusters Score -816256.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -816263.000000 Penalty: 3139.151855
	Iteration 56Q: 3 clusters Score -816263 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -816272.187500 Penalty: 3139.151855
	Iteration 57Q: 3 clusters Score -816272.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -816284.750000 Penalty: 3139.151855
	Iteration 58Q: 3 clusters Score -816284.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -816300.062500 Penalty: 3139.151855
	Iteration 59Q: 3 clusters Score -816300.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -816309.812500 Penalty: 3139.151855
	Iteration 60F: 3 clusters Score -816309.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -816322.562500 Penalty: 3139.151855
	Iteration 61Q: 3 clusters Score -816322.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -816345.625000 Penalty: 3139.151855
	Iteration 62Q: 3 clusters Score -816345.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -816365.187500 Penalty: 3139.151855
	Iteration 63Q: 3 clusters Score -816365.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -816384.937500 Penalty: 3139.151855
	Iteration 64Q: 3 clusters Score -816384.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -816406.625000 Penalty: 3139.151855
	Iteration 65Q: 3 clusters Score -816406.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -816422.687500 Penalty: 3139.151855
	Iteration 66Q: 3 clusters Score -816422.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -816436.750000 Penalty: 3139.151855
	Iteration 67Q: 3 clusters Score -816436.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -816456.125000 Penalty: 3139.151855
	Iteration 68Q: 3 clusters Score -816456.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -816470.375000 Penalty: 3139.151855
	Iteration 69Q: 3 clusters Score -816470.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -816483.625000 Penalty: 3139.151855
	Iteration 70Q: 3 clusters Score -816483.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -816499.312500 Penalty: 3139.151855
	Iteration 71Q: 3 clusters Score -816499.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -816517.187500 Penalty: 3139.151855
	Iteration 72Q: 3 clusters Score -816517.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -816533.937500 Penalty: 3139.151855
	Iteration 73Q: 3 clusters Score -816533.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -816550.187500 Penalty: 3139.151855
	Iteration 74Q: 3 clusters Score -816550.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -816565.187500 Penalty: 3139.151855
	Iteration 75Q: 3 clusters Score -816565.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -816575.812500 Penalty: 3139.151855
	Iteration 76Q: 3 clusters Score -816575.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -816580.625000 Penalty: 3139.151855
	Iteration 77Q: 3 clusters Score -816580.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -816583.687500 Penalty: 3139.151855
	Iteration 78Q: 3 clusters Score -816583.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -816584.437500 Penalty: 3139.151855
	Iteration 79Q: 3 clusters Score -816584.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -816586.187500 Penalty: 3139.151855
	Iteration 80F: 3 clusters Score -816586.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -816587.000000 Penalty: 3139.151855
	Iteration 81Q: 3 clusters Score -816587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -816586.437500 Penalty: 3139.151855
	Iteration 82Q: 3 clusters Score -816586.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -816588.250000 Penalty: 3139.151855
	Iteration 83Q: 3 clusters Score -816588.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -816588.875000 Penalty: 3139.151855
	Iteration 84Q: 3 clusters Score -816588.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -816588.812500 Penalty: 3139.151855
	Iteration 85Q: 3 clusters Score -816588.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -816587.750000 Penalty: 3139.151855
	Iteration 86Q: 3 clusters Score -816587.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -816587.187500 Penalty: 3139.151855
	Iteration 87Q: 3 clusters Score -816587.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -816588.500000 Penalty: 3139.151855
	Iteration 88Q: 3 clusters Score -816588.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -816588.500000 Penalty: 3139.151855
	Iteration 89F: 3 clusters Score -816588.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 3391 members 
Mstep: Class 3 contains 8762 members 
Mstep: Class 4 contains 12700 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 12285 members 
Mstep: Class 7 contains 2592 members 
Mstep: Class 10 contains 1544 members 
Mstep: Class 11 contains 4688 members 
Mstep: Class 13 contains 34408 members 
Mstep: Class 14 contains 6295 members 
Mstep: Class 16 contains 3288 members 
Mstep: Class 17 contains 1948 members 
Mstep: Class 18 contains 6184 members 
Mstep: Class 22 contains 318341 members 
Mstep: Class 23 contains 20401 members 
Mstep: Class 24 contains 15661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164188.000000 Penalty: 36036.289062
Iteration 79Q: 18 clusters Score -2.316419e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 3399 members 
Mstep: Class 3 contains 8691 members 
Mstep: Class 4 contains 12711 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 12234 members 
Mstep: Class 7 contains 2597 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 4712 members 
Mstep: Class 13 contains 34356 members 
Mstep: Class 14 contains 6181 members 
Mstep: Class 16 contains 3290 members 
Mstep: Class 17 contains 1947 members 
Mstep: Class 18 contains 6183 members 
Mstep: Class 22 contains 318661 members 
Mstep: Class 23 contains 20342 members 
Mstep: Class 24 contains 15576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164242.000000 Penalty: 36036.289062
Iteration 80F: 18 clusters Score -2.316424e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 3409 members 
Mstep: Class 3 contains 8641 members 
Mstep: Class 4 contains 12727 members 
Mstep: Class 5 contains 3740 members 
Mstep: Class 6 contains 12189 members 
Mstep: Class 7 contains 2606 members 
Mstep: Class 10 contains 1589 members 
Mstep: Class 11 contains 4728 members 
Mstep: Class 13 contains 34299 members 
Mstep: Class 14 contains 6092 members 
Mstep: Class 16 contains 3294 members 
Mstep: Class 17 contains 1943 members 
Mstep: Class 18 contains 6185 members 
Mstep: Class 22 contains 318929 members 
Mstep: Class 23 contains 20286 members 
Mstep: Class 24 contains 15507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164356.000000 Penalty: 36036.289062
Iteration 81Q: 18 clusters Score -2.316436e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 3418 members 
Mstep: Class 3 contains 8599 members 
Mstep: Class 4 contains 12741 members 
Mstep: Class 5 contains 3753 members 
Mstep: Class 6 contains 12147 members 
Mstep: Class 7 contains 2616 members 
Mstep: Class 10 contains 1604 members 
Mstep: Class 11 contains 4741 members 
Mstep: Class 13 contains 34239 members 
Mstep: Class 14 contains 6011 members 
Mstep: Class 16 contains 3298 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 6184 members 
Mstep: Class 22 contains 319163 members 
Mstep: Class 23 contains 20249 members 
Mstep: Class 24 contains 15438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164364.000000 Penalty: 36036.289062
Iteration 82Q: 18 clusters Score -2.316436e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 3420 members 
Mstep: Class 3 contains 8556 members 
Mstep: Class 4 contains 12745 members 
Mstep: Class 5 contains 3763 members 
Mstep: Class 6 contains 12104 members 
Mstep: Class 7 contains 2623 members 
Mstep: Class 10 contains 1615 members 
Mstep: Class 11 contains 4755 members 
Mstep: Class 13 contains 34192 members 
Mstep: Class 14 contains 5943 members 
Mstep: Class 16 contains 3300 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 6186 members 
Mstep: Class 22 contains 319385 members 
Mstep: Class 23 contains 20215 members 
Mstep: Class 24 contains 15372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164396.000000 Penalty: 36036.289062
Iteration 83Q: 18 clusters Score -2.31644e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 3422 members 
Mstep: Class 3 contains 8514 members 
Mstep: Class 4 contains 12746 members 
Mstep: Class 5 contains 3772 members 
Mstep: Class 6 contains 12067 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 4769 members 
Mstep: Class 13 contains 34147 members 
Mstep: Class 14 contains 5879 members 
Mstep: Class 16 contains 3301 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 6187 members 
Mstep: Class 22 contains 319600 members 
Mstep: Class 23 contains 20176 members 
Mstep: Class 24 contains 15299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164512.000000 Penalty: 36036.289062
Iteration 84Q: 18 clusters Score -2.316451e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 3422 members 
Mstep: Class 3 contains 8464 members 
Mstep: Class 4 contains 12744 members 
Mstep: Class 5 contains 3783 members 
Mstep: Class 6 contains 12028 members 
Mstep: Class 7 contains 2643 members 
Mstep: Class 10 contains 1629 members 
Mstep: Class 11 contains 4785 members 
Mstep: Class 13 contains 34105 members 
Mstep: Class 14 contains 5832 members 
Mstep: Class 16 contains 3301 members 
Mstep: Class 17 contains 1939 members 
Mstep: Class 18 contains 6186 members 
Mstep: Class 22 contains 319794 members 
Mstep: Class 23 contains 20142 members 
Mstep: Class 24 contains 15241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164568.000000 Penalty: 36036.289062
Iteration 85Q: 18 clusters Score -2.316457e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 3427 members 
Mstep: Class 3 contains 8418 members 
Mstep: Class 4 contains 12743 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 11996 members 
Mstep: Class 7 contains 2652 members 
Mstep: Class 10 contains 1635 members 
Mstep: Class 11 contains 4800 members 
Mstep: Class 13 contains 34073 members 
Mstep: Class 14 contains 5778 members 
Mstep: Class 16 contains 3304 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 6187 members 
Mstep: Class 22 contains 320000 members 
Mstep: Class 23 contains 20110 members 
Mstep: Class 24 contains 15166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164604.000000 Penalty: 36036.289062
Iteration 86Q: 18 clusters Score -2.31646e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 3432 members 
Mstep: Class 3 contains 8367 members 
Mstep: Class 4 contains 12741 members 
Mstep: Class 5 contains 3799 members 
Mstep: Class 6 contains 11974 members 
Mstep: Class 7 contains 2659 members 
Mstep: Class 10 contains 1642 members 
Mstep: Class 11 contains 4815 members 
Mstep: Class 13 contains 34046 members 
Mstep: Class 14 contains 5736 members 
Mstep: Class 16 contains 3304 members 
Mstep: Class 17 contains 1928 members 
Mstep: Class 18 contains 6188 members 
Mstep: Class 22 contains 320171 members 
Mstep: Class 23 contains 20074 members 
Mstep: Class 24 contains 15099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164650.000000 Penalty: 36036.289062
Iteration 87Q: 18 clusters Score -2.316465e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 3432 members 
Mstep: Class 3 contains 8326 members 
Mstep: Class 4 contains 12735 members 
Mstep: Class 5 contains 3804 members 
Mstep: Class 6 contains 11954 members 
Mstep: Class 7 contains 2662 members 
Mstep: Class 10 contains 1648 members 
Mstep: Class 11 contains 4829 members 
Mstep: Class 13 contains 34023 members 
Mstep: Class 14 contains 5694 members 
Mstep: Class 16 contains 3306 members 
Mstep: Class 17 contains 1927 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 22 contains 320354 members 
Mstep: Class 23 contains 20038 members 
Mstep: Class 24 contains 15018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164620.000000 Penalty: 36036.289062
Iteration 88Q: 18 clusters Score -2.316462e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 3435 members 
Mstep: Class 3 contains 8298 members 
Mstep: Class 4 contains 12737 members 
Mstep: Class 5 contains 3814 members 
Mstep: Class 6 contains 11931 members 
Mstep: Class 7 contains 2662 members 
Mstep: Class 10 contains 1657 members 
Mstep: Class 11 contains 4839 members 
Mstep: Class 13 contains 34005 members 
Mstep: Class 14 contains 5652 members 
Mstep: Class 16 contains 3309 members 
Mstep: Class 17 contains 1924 members 
Mstep: Class 18 contains 6191 members 
Mstep: Class 22 contains 320499 members 
Mstep: Class 23 contains 20010 members 
Mstep: Class 24 contains 14947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164668.000000 Penalty: 36036.289062
Iteration 89Q: 18 clusters Score -2.316467e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 3447 members 
Mstep: Class 3 contains 8274 members 
Mstep: Class 4 contains 12735 members 
Mstep: Class 5 contains 3817 members 
Mstep: Class 6 contains 11909 members 
Mstep: Class 7 contains 2663 members 
Mstep: Class 10 contains 1669 members 
Mstep: Class 11 contains 4851 members 
Mstep: Class 13 contains 33987 members 
Mstep: Class 14 contains 5610 members 
Mstep: Class 16 contains 3311 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 6193 members 
Mstep: Class 22 contains 320637 members 
Mstep: Class 23 contains 19987 members 
Mstep: Class 24 contains 14883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164692.000000 Penalty: 36036.289062
Iteration 90Q: 18 clusters Score -2.316469e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 8254 members 
Mstep: Class 4 contains 12734 members 
Mstep: Class 5 contains 3821 members 
Mstep: Class 6 contains 11897 members 
Mstep: Class 7 contains 2669 members 
Mstep: Class 10 contains 1686 members 
Mstep: Class 11 contains 4860 members 
Mstep: Class 13 contains 33959 members 
Mstep: Class 14 contains 5575 members 
Mstep: Class 16 contains 3312 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 6194 members 
Mstep: Class 22 contains 320755 members 
Mstep: Class 23 contains 19959 members 
Mstep: Class 24 contains 14814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164706.000000 Penalty: 36036.289062
Iteration 91Q: 18 clusters Score -2.316471e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 3467 members 
Mstep: Class 3 contains 8226 members 
Mstep: Class 4 contains 12738 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 11890 members 
Mstep: Class 7 contains 2677 members 
Mstep: Class 10 contains 1698 members 
Mstep: Class 11 contains 4864 members 
Mstep: Class 13 contains 33925 members 
Mstep: Class 14 contains 5536 members 
Mstep: Class 16 contains 3313 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 6198 members 
Mstep: Class 22 contains 320902 members 
Mstep: Class 23 contains 19934 members 
Mstep: Class 24 contains 14738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164706.000000 Penalty: 36036.289062
Iteration 92Q: 18 clusters Score -2.316471e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 3478 members 
Mstep: Class 3 contains 8201 members 
Mstep: Class 4 contains 12737 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 11877 members 
Mstep: Class 7 contains 2683 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 4867 members 
Mstep: Class 13 contains 33892 members 
Mstep: Class 14 contains 5506 members 
Mstep: Class 16 contains 3314 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 6200 members 
Mstep: Class 22 contains 321042 members 
Mstep: Class 23 contains 19907 members 
Mstep: Class 24 contains 14675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164654.000000 Penalty: 36036.289062
Iteration 93Q: 18 clusters Score -2.316465e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 3491 members 
Mstep: Class 3 contains 8160 members 
Mstep: Class 4 contains 12728 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 11863 members 
Mstep: Class 7 contains 2688 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 4874 members 
Mstep: Class 13 contains 33872 members 
Mstep: Class 14 contains 5479 members 
Mstep: Class 16 contains 3314 members 
Mstep: Class 17 contains 1917 members 
Mstep: Class 18 contains 6200 members 
Mstep: Class 22 contains 321183 members 
Mstep: Class 23 contains 19874 members 
Mstep: Class 24 contains 14626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164642.000000 Penalty: 36036.289062
Iteration 94Q: 18 clusters Score -2.316464e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 3499 members 
Mstep: Class 3 contains 8110 members 
Mstep: Class 4 contains 12723 members 
Mstep: Class 5 contains 3826 members 
Mstep: Class 6 contains 11852 members 
Mstep: Class 7 contains 2689 members 
Mstep: Class 10 contains 1733 members 
Mstep: Class 11 contains 4882 members 
Mstep: Class 13 contains 33850 members 
Mstep: Class 14 contains 5457 members 
Mstep: Class 16 contains 3316 members 
Mstep: Class 17 contains 1911 members 
Mstep: Class 18 contains 6200 members 
Mstep: Class 22 contains 321321 members 
Mstep: Class 23 contains 19849 members 
Mstep: Class 24 contains 14576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164646.000000 Penalty: 36036.289062
Iteration 95Q: 18 clusters Score -2.316465e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 3514 members 
Mstep: Class 3 contains 8068 members 
Mstep: Class 4 contains 12723 members 
Mstep: Class 5 contains 3825 members 
Mstep: Class 6 contains 11841 members 
Mstep: Class 7 contains 2690 members 
Mstep: Class 10 contains 1740 members 
Mstep: Class 11 contains 4890 members 
Mstep: Class 13 contains 33831 members 
Mstep: Class 14 contains 5430 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 1909 members 
Mstep: Class 18 contains 6200 members 
Mstep: Class 22 contains 321443 members 
Mstep: Class 23 contains 19830 members 
Mstep: Class 24 contains 14529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164710.000000 Penalty: 36036.289062
Iteration 96Q: 18 clusters Score -2.316471e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 3526 members 
Mstep: Class 3 contains 8025 members 
Mstep: Class 4 contains 12718 members 
Mstep: Class 5 contains 3831 members 
Mstep: Class 6 contains 11833 members 
Mstep: Class 7 contains 2689 members 
Mstep: Class 10 contains 1747 members 
Mstep: Class 11 contains 4898 members 
Mstep: Class 13 contains 33813 members 
Mstep: Class 14 contains 5402 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1906 members 
Mstep: Class 18 contains 6198 members 
Mstep: Class 22 contains 321552 members 
Mstep: Class 23 contains 19813 members 
Mstep: Class 24 contains 14496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164722.000000 Penalty: 36036.289062
Iteration 97Q: 18 clusters Score -2.316472e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 8002 members 
Mstep: Class 4 contains 12726 members 
Mstep: Class 5 contains 3831 members 
Mstep: Class 6 contains 11818 members 
Mstep: Class 7 contains 2691 members 
Mstep: Class 10 contains 1747 members 
Mstep: Class 11 contains 4904 members 
Mstep: Class 13 contains 33799 members 
Mstep: Class 14 contains 5381 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1901 members 
Mstep: Class 18 contains 6198 members 
Mstep: Class 22 contains 321645 members 
Mstep: Class 23 contains 19787 members 
Mstep: Class 24 contains 14464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164750.000000 Penalty: 36036.289062
Iteration 98Q: 18 clusters Score -2.316475e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 3528 members 
Mstep: Class 3 contains 7983 members 
Mstep: Class 4 contains 12736 members 
Mstep: Class 5 contains 3829 members 
Mstep: Class 6 contains 11810 members 
Mstep: Class 7 contains 2693 members 
Mstep: Class 10 contains 1747 members 
Mstep: Class 11 contains 4907 members 
Mstep: Class 13 contains 33785 members 
Mstep: Class 14 contains 5353 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1899 members 
Mstep: Class 18 contains 6199 members 
Mstep: Class 22 contains 321735 members 
Mstep: Class 23 contains 19760 members 
Mstep: Class 24 contains 14431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164680.000000 Penalty: 36036.289062
Iteration 99Q: 18 clusters Score -2.316468e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 3535 members 
Mstep: Class 3 contains 7965 members 
Mstep: Class 4 contains 12746 members 
Mstep: Class 5 contains 3826 members 
Mstep: Class 6 contains 11798 members 
Mstep: Class 7 contains 2693 members 
Mstep: Class 10 contains 1748 members 
Mstep: Class 11 contains 4907 members 
Mstep: Class 13 contains 33768 members 
Mstep: Class 14 contains 5317 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 1897 members 
Mstep: Class 18 contains 6199 members 
Mstep: Class 22 contains 321826 members 
Mstep: Class 23 contains 19740 members 
Mstep: Class 24 contains 14402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164728.000000 Penalty: 36036.289062
Iteration 100F: 18 clusters Score -2.316473e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 3530 members 
Mstep: Class 3 contains 7956 members 
Mstep: Class 4 contains 12758 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 11783 members 
Mstep: Class 7 contains 2695 members 
Mstep: Class 10 contains 1749 members 
Mstep: Class 11 contains 4908 members 
Mstep: Class 13 contains 33755 members 
Mstep: Class 14 contains 5294 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 1898 members 
Mstep: Class 18 contains 6197 members 
Mstep: Class 22 contains 321890 members 
Mstep: Class 23 contains 19721 members 
Mstep: Class 24 contains 14376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164754.000000 Penalty: 36036.289062
Iteration 101Q: 18 clusters Score -2.316475e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 3529 members 
Mstep: Class 3 contains 7948 members 
Mstep: Class 4 contains 12763 members 
Mstep: Class 5 contains 3832 members 
Mstep: Class 6 contains 11770 members 
Mstep: Class 7 contains 2700 members 
Mstep: Class 10 contains 1752 members 
Mstep: Class 11 contains 4912 members 
Mstep: Class 13 contains 33733 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1898 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 321959 members 
Mstep: Class 23 contains 19705 members 
Mstep: Class 24 contains 14351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164772.000000 Penalty: 36036.289062
Iteration 102Q: 18 clusters Score -2.316477e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 3526 members 
Mstep: Class 3 contains 7937 members 
Mstep: Class 4 contains 12775 members 
Mstep: Class 5 contains 3836 members 
Mstep: Class 6 contains 11757 members 
Mstep: Class 7 contains 2703 members 
Mstep: Class 10 contains 1754 members 
Mstep: Class 11 contains 4914 members 
Mstep: Class 13 contains 33718 members 
Mstep: Class 14 contains 5251 members 
Mstep: Class 16 contains 3321 members 
Mstep: Class 17 contains 1898 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322023 members 
Mstep: Class 23 contains 19694 members 
Mstep: Class 24 contains 14321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164734.000000 Penalty: 36036.289062
Iteration 103Q: 18 clusters Score -2.316473e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 3521 members 
Mstep: Class 3 contains 7922 members 
Mstep: Class 4 contains 12783 members 
Mstep: Class 5 contains 3839 members 
Mstep: Class 6 contains 11744 members 
Mstep: Class 7 contains 2711 members 
Mstep: Class 10 contains 1758 members 
Mstep: Class 11 contains 4919 members 
Mstep: Class 13 contains 33694 members 
Mstep: Class 14 contains 5226 members 
Mstep: Class 16 contains 3323 members 
Mstep: Class 17 contains 1900 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322103 members 
Mstep: Class 23 contains 19682 members 
Mstep: Class 24 contains 14289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164784.000000 Penalty: 36036.289062
Iteration 104Q: 18 clusters Score -2.316478e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 3511 members 
Mstep: Class 3 contains 7917 members 
Mstep: Class 4 contains 12794 members 
Mstep: Class 5 contains 3840 members 
Mstep: Class 6 contains 11732 members 
Mstep: Class 7 contains 2715 members 
Mstep: Class 10 contains 1759 members 
Mstep: Class 11 contains 4922 members 
Mstep: Class 13 contains 33680 members 
Mstep: Class 14 contains 5205 members 
Mstep: Class 16 contains 3323 members 
Mstep: Class 17 contains 1903 members 
Mstep: Class 18 contains 6197 members 
Mstep: Class 22 contains 322181 members 
Mstep: Class 23 contains 19669 members 
Mstep: Class 24 contains 14250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164800.000000 Penalty: 36036.289062
Iteration 105Q: 18 clusters Score -2.31648e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 7911 members 
Mstep: Class 4 contains 12800 members 
Mstep: Class 5 contains 3840 members 
Mstep: Class 6 contains 11725 members 
Mstep: Class 7 contains 2715 members 
Mstep: Class 10 contains 1760 members 
Mstep: Class 11 contains 4924 members 
Mstep: Class 13 contains 33669 members 
Mstep: Class 14 contains 5178 members 
Mstep: Class 16 contains 3323 members 
Mstep: Class 17 contains 1903 members 
Mstep: Class 18 contains 6196 members 
Mstep: Class 22 contains 322255 members 
Mstep: Class 23 contains 19658 members 
Mstep: Class 24 contains 14216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164824.000000 Penalty: 36036.289062
Iteration 106Q: 18 clusters Score -2.316482e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 3506 members 
Mstep: Class 3 contains 7901 members 
Mstep: Class 4 contains 12811 members 
Mstep: Class 5 contains 3842 members 
Mstep: Class 6 contains 11718 members 
Mstep: Class 7 contains 2716 members 
Mstep: Class 10 contains 1761 members 
Mstep: Class 11 contains 4926 members 
Mstep: Class 13 contains 33656 members 
Mstep: Class 14 contains 5145 members 
Mstep: Class 16 contains 3322 members 
Mstep: Class 17 contains 1903 members 
Mstep: Class 18 contains 6196 members 
Mstep: Class 22 contains 322328 members 
Mstep: Class 23 contains 19650 members 
Mstep: Class 24 contains 14190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164854.000000 Penalty: 36036.289062
Iteration 107Q: 18 clusters Score -2.316485e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 7889 members 
Mstep: Class 4 contains 12826 members 
Mstep: Class 5 contains 3842 members 
Mstep: Class 6 contains 11712 members 
Mstep: Class 7 contains 2719 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 4928 members 
Mstep: Class 13 contains 33646 members 
Mstep: Class 14 contains 5113 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1904 members 
Mstep: Class 18 contains 6197 members 
Mstep: Class 22 contains 322387 members 
Mstep: Class 23 contains 19645 members 
Mstep: Class 24 contains 14165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164818.000000 Penalty: 36036.289062
Iteration 108Q: 18 clusters Score -2.316482e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 3506 members 
Mstep: Class 3 contains 7873 members 
Mstep: Class 4 contains 12838 members 
Mstep: Class 5 contains 3842 members 
Mstep: Class 6 contains 11710 members 
Mstep: Class 7 contains 2720 members 
Mstep: Class 10 contains 1764 members 
Mstep: Class 11 contains 4929 members 
Mstep: Class 13 contains 33638 members 
Mstep: Class 14 contains 5078 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1899 members 
Mstep: Class 18 contains 6197 members 
Mstep: Class 22 contains 322447 members 
Mstep: Class 23 contains 19641 members 
Mstep: Class 24 contains 14150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164830.000000 Penalty: 36036.289062
Iteration 109Q: 18 clusters Score -2.316483e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 7862 members 
Mstep: Class 4 contains 12844 members 
Mstep: Class 5 contains 3842 members 
Mstep: Class 6 contains 11705 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1770 members 
Mstep: Class 11 contains 4930 members 
Mstep: Class 13 contains 33631 members 
Mstep: Class 14 contains 5047 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1898 members 
Mstep: Class 18 contains 6196 members 
Mstep: Class 22 contains 322478 members 
Mstep: Class 23 contains 19640 members 
Mstep: Class 24 contains 14144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164866.000000 Penalty: 36036.289062
Iteration 110Q: 18 clusters Score -2.316487e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7855 members 
Mstep: Class 4 contains 12851 members 
Mstep: Class 5 contains 3842 members 
Mstep: Class 6 contains 11704 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1775 members 
Mstep: Class 11 contains 4931 members 
Mstep: Class 13 contains 33627 members 
Mstep: Class 14 contains 5012 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1894 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322507 members 
Mstep: Class 23 contains 19640 members 
Mstep: Class 24 contains 14138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164896.000000 Penalty: 36036.289062
Iteration 111Q: 18 clusters Score -2.31649e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 3513 members 
Mstep: Class 3 contains 7853 members 
Mstep: Class 4 contains 12861 members 
Mstep: Class 5 contains 3843 members 
Mstep: Class 6 contains 11704 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1779 members 
Mstep: Class 11 contains 4930 members 
Mstep: Class 13 contains 33626 members 
Mstep: Class 14 contains 4982 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1894 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322531 members 
Mstep: Class 23 contains 19638 members 
Mstep: Class 24 contains 14127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164890.000000 Penalty: 36036.289062
Iteration 112Q: 18 clusters Score -2.316489e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 3513 members 
Mstep: Class 3 contains 7852 members 
Mstep: Class 4 contains 12867 members 
Mstep: Class 5 contains 3843 members 
Mstep: Class 6 contains 11703 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1785 members 
Mstep: Class 11 contains 4928 members 
Mstep: Class 13 contains 33627 members 
Mstep: Class 14 contains 4954 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1891 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322549 members 
Mstep: Class 23 contains 19637 members 
Mstep: Class 24 contains 14123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164898.000000 Penalty: 36036.289062
Iteration 113Q: 18 clusters Score -2.31649e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 3514 members 
Mstep: Class 3 contains 7851 members 
Mstep: Class 4 contains 12867 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11703 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1795 members 
Mstep: Class 11 contains 4929 members 
Mstep: Class 13 contains 33626 members 
Mstep: Class 14 contains 4931 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1889 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322564 members 
Mstep: Class 23 contains 19636 members 
Mstep: Class 24 contains 14120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164926.000000 Penalty: 36036.289062
Iteration 114Q: 18 clusters Score -2.316493e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 3514 members 
Mstep: Class 3 contains 7849 members 
Mstep: Class 4 contains 12869 members 
Mstep: Class 5 contains 3846 members 
Mstep: Class 6 contains 11703 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1804 members 
Mstep: Class 11 contains 4931 members 
Mstep: Class 13 contains 33624 members 
Mstep: Class 14 contains 4916 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1888 members 
Mstep: Class 18 contains 6196 members 
Mstep: Class 22 contains 322562 members 
Mstep: Class 23 contains 19635 members 
Mstep: Class 24 contains 14118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164936.000000 Penalty: 36036.289062
Iteration 115Q: 18 clusters Score -2.316494e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 3514 members 
Mstep: Class 3 contains 7847 members 
Mstep: Class 4 contains 12878 members 
Mstep: Class 5 contains 3847 members 
Mstep: Class 6 contains 11701 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1814 members 
Mstep: Class 11 contains 4932 members 
Mstep: Class 13 contains 33624 members 
Mstep: Class 14 contains 4901 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1886 members 
Mstep: Class 18 contains 6196 members 
Mstep: Class 22 contains 322558 members 
Mstep: Class 23 contains 19635 members 
Mstep: Class 24 contains 14117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164934.000000 Penalty: 36036.289062
Iteration 116Q: 18 clusters Score -2.316493e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 3514 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 12877 members 
Mstep: Class 5 contains 3846 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1825 members 
Mstep: Class 11 contains 4933 members 
Mstep: Class 13 contains 33623 members 
Mstep: Class 14 contains 4892 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1887 members 
Mstep: Class 18 contains 6196 members 
Mstep: Class 22 contains 322554 members 
Mstep: Class 23 contains 19635 members 
Mstep: Class 24 contains 14115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164930.000000 Penalty: 36036.289062
Iteration 117Q: 18 clusters Score -2.316493e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 3514 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 12867 members 
Mstep: Class 5 contains 3845 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2722 members 
Mstep: Class 10 contains 1837 members 
Mstep: Class 11 contains 4934 members 
Mstep: Class 13 contains 33624 members 
Mstep: Class 14 contains 4881 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1888 members 
Mstep: Class 18 contains 6196 members 
Mstep: Class 22 contains 322555 members 
Mstep: Class 23 contains 19636 members 
Mstep: Class 24 contains 14113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164914.000000 Penalty: 36036.289062
Iteration 118Q: 18 clusters Score -2.316491e+07 nChanged 43
Entering ConstructFrom: 
Score: -23164914.000000 Penalty: 36036.289062
Entering ConstructFrom: 
Trying to split cluster 1 (7220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Entering Unmasked Estep 
Score: -403820.218750 Penalty: 1443.749146
	Iteration 0F: 2 clusters Score -403820.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -398461.437500 Penalty: 2887.498291
	Iteration 0F: 3 clusters Score -398461.4 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -400100.718750 Penalty: 2887.498291
	Iteration 1F: 3 clusters Score -400100.7 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -400294.656250 Penalty: 2887.498291
	Iteration 2F: 3 clusters Score -400294.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -400422.500000 Penalty: 2887.498291
	Iteration 3Q: 3 clusters Score -400422.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -400500.406250 Penalty: 2887.498291
	Iteration 4Q: 3 clusters Score -400500.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -400565.062500 Penalty: 2887.498291
	Iteration 5Q: 3 clusters Score -400565.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -400615.156250 Penalty: 2887.498291
	Iteration 6Q: 3 clusters Score -400615.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -400662.250000 Penalty: 2887.498291
	Iteration 7Q: 3 clusters Score -400662.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -400696.343750 Penalty: 2887.498291
	Iteration 8Q: 3 clusters Score -400696.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -400724.781250 Penalty: 2887.498291
	Iteration 9Q: 3 clusters Score -400724.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -400752.312500 Penalty: 2887.498291
	Iteration 10Q: 3 clusters Score -400752.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -400784.843750 Penalty: 2887.498291
	Iteration 11Q: 3 clusters Score -400784.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -400815.875000 Penalty: 2887.498291
	Iteration 12Q: 3 clusters Score -400815.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -400845.468750 Penalty: 2887.498291
	Iteration 13Q: 3 clusters Score -400845.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -400882.312500 Penalty: 2887.498291
	Iteration 14Q: 3 clusters Score -400882.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -400924.906250 Penalty: 2887.498291
	Iteration 15Q: 3 clusters Score -400924.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -400980.031250 Penalty: 2887.498291
	Iteration 16Q: 3 clusters Score -400980 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -401030.437500 Penalty: 2887.498291
	Iteration 17Q: 3 clusters Score -401030.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -401090.468750 Penalty: 2887.498291
	Iteration 18Q: 3 clusters Score -401090.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -401175.031250 Penalty: 2887.498291
	Iteration 19Q: 3 clusters Score -401175 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -401255.031250 Penalty: 2887.498291
	Iteration 20F: 3 clusters Score -401255 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -401334.187500 Penalty: 2887.498291
	Iteration 21Q: 3 clusters Score -401334.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -401404.687500 Penalty: 2887.498291
	Iteration 22Q: 3 clusters Score -401404.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -401460.500000 Penalty: 2887.498291
	Iteration 23Q: 3 clusters Score -401460.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -401498.937500 Penalty: 2887.498291
	Iteration 24Q: 3 clusters Score -401498.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -401528.500000 Penalty: 2887.498291
	Iteration 25Q: 3 clusters Score -401528.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -401548.562500 Penalty: 2887.498291
	Iteration 26Q: 3 clusters Score -401548.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -401565.750000 Penalty: 2887.498291
	Iteration 27Q: 3 clusters Score -401565.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -401573.281250 Penalty: 2887.498291
	Iteration 28Q: 3 clusters Score -401573.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -401579.812500 Penalty: 2887.498291
	Iteration 29Q: 3 clusters Score -401579.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -401580.843750 Penalty: 2887.498291
	Iteration 30Q: 3 clusters Score -401580.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -401585.781250 Penalty: 2887.498291
	Iteration 31Q: 3 clusters Score -401585.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -401587.687500 Penalty: 2887.498291
	Iteration 32Q: 3 clusters Score -401587.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -401592.093750 Penalty: 2887.498291
	Iteration 33Q: 3 clusters Score -401592.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -401595.375000 Penalty: 2887.498291
	Iteration 34Q: 3 clusters Score -401595.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -401598.343750 Penalty: 2887.498291
	Iteration 35Q: 3 clusters Score -401598.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -401600.406250 Penalty: 2887.498291
	Iteration 36Q: 3 clusters Score -401600.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -401600.375000 Penalty: 2887.498291
	Iteration 37Q: 3 clusters Score -401600.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -401600.781250 Penalty: 2887.498291
	Iteration 38Q: 3 clusters Score -401600.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -401601.656250 Penalty: 2887.498291
	Iteration 39Q: 3 clusters Score -401601.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -401602.062500 Penalty: 2887.498291
	Iteration 40F: 3 clusters Score -401602.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -401603.406250 Penalty: 2887.498291
	Iteration 41Q: 3 clusters Score -401603.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -401604.000000 Penalty: 2887.498291
	Iteration 42Q: 3 clusters Score -401604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -401604.531250 Penalty: 2887.498291
	Iteration 43Q: 3 clusters Score -401604.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -401603.375000 Penalty: 2887.498291
	Iteration 44Q: 3 clusters Score -401603.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -401605.500000 Penalty: 2887.498291
	Iteration 45Q: 3 clusters Score -401605.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -401606.437500 Penalty: 2887.498291
	Iteration 46Q: 3 clusters Score -401606.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -401607.281250 Penalty: 2887.498291
	Iteration 47Q: 3 clusters Score -401607.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -401608.218750 Penalty: 2887.498291
	Iteration 48Q: 3 clusters Score -401608.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -401610.562500 Penalty: 2887.498291
	Iteration 49Q: 3 clusters Score -401610.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -401610.906250 Penalty: 2887.498291
	Iteration 50Q: 3 clusters Score -401610.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -401611.593750 Penalty: 2887.498291
	Iteration 51Q: 3 clusters Score -401611.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -401612.843750 Penalty: 2887.498291
	Iteration 52Q: 3 clusters Score -401612.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -401612.187500 Penalty: 2887.498291
	Iteration 53Q: 3 clusters Score -401612.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -401612.218750 Penalty: 2887.498291
	Iteration 54Q: 3 clusters Score -401612.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -401612.062500 Penalty: 2887.498291
	Iteration 55Q: 3 clusters Score -401612.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -401612.062500 Penalty: 2887.498291
	Iteration 56F: 3 clusters Score -401612.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Entering Unmasked Estep 
Score: -182408.218750 Penalty: 1326.686646
	Iteration 0F: 2 clusters Score -182408.2 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 1734 members 
Entering Unmasked Estep 
Score: -179391.687500 Penalty: 2653.373291
	Iteration 0F: 3 clusters Score -179391.7 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -180149.468750 Penalty: 2653.373291
	Iteration 1F: 3 clusters Score -180149.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -180281.156250 Penalty: 2653.373291
	Iteration 2F: 3 clusters Score -180281.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -180364.156250 Penalty: 2653.373291
	Iteration 3Q: 3 clusters Score -180364.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -180430.203125 Penalty: 2653.373291
	Iteration 4Q: 3 clusters Score -180430.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -180482.593750 Penalty: 2653.373291
	Iteration 5Q: 3 clusters Score -180482.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -180529.859375 Penalty: 2653.373291
	Iteration 6Q: 3 clusters Score -180529.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -180568.656250 Penalty: 2653.373291
	Iteration 7Q: 3 clusters Score -180568.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -180594.687500 Penalty: 2653.373291
	Iteration 8Q: 3 clusters Score -180594.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -180619.421875 Penalty: 2653.373291
	Iteration 9Q: 3 clusters Score -180619.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -180633.437500 Penalty: 2653.373291
	Iteration 10Q: 3 clusters Score -180633.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -180653.265625 Penalty: 2653.373291
	Iteration 11Q: 3 clusters Score -180653.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -180675.093750 Penalty: 2653.373291
	Iteration 12Q: 3 clusters Score -180675.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -180695.828125 Penalty: 2653.373291
	Iteration 13Q: 3 clusters Score -180695.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -180717.515625 Penalty: 2653.373291
	Iteration 14Q: 3 clusters Score -180717.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -180736.437500 Penalty: 2653.373291
	Iteration 15Q: 3 clusters Score -180736.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -180753.875000 Penalty: 2653.373291
	Iteration 16Q: 3 clusters Score -180753.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -180764.796875 Penalty: 2653.373291
	Iteration 17Q: 3 clusters Score -180764.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -180774.656250 Penalty: 2653.373291
	Iteration 18Q: 3 clusters Score -180774.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -180793.531250 Penalty: 2653.373291
	Iteration 19Q: 3 clusters Score -180793.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -180808.921875 Penalty: 2653.373291
	Iteration 20F: 3 clusters Score -180808.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -180824.156250 Penalty: 2653.373291
	Iteration 21Q: 3 clusters Score -180824.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -180834.718750 Penalty: 2653.373291
	Iteration 22Q: 3 clusters Score -180834.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -180846.734375 Penalty: 2653.373291
	Iteration 23Q: 3 clusters Score -180846.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -180860.484375 Penalty: 2653.373291
	Iteration 24Q: 3 clusters Score -180860.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -180873.531250 Penalty: 2653.373291
	Iteration 25Q: 3 clusters Score -180873.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -180891.625000 Penalty: 2653.373291
	Iteration 26Q: 3 clusters Score -180891.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -180909.046875 Penalty: 2653.373291
	Iteration 27Q: 3 clusters Score -180909 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -180923.640625 Penalty: 2653.373291
	Iteration 28Q: 3 clusters Score -180923.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -180937.234375 Penalty: 2653.373291
	Iteration 29Q: 3 clusters Score -180937.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -180946.312500 Penalty: 2653.373291
	Iteration 30Q: 3 clusters Score -180946.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -180956.843750 Penalty: 2653.373291
	Iteration 31Q: 3 clusters Score -180956.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -180969.765625 Penalty: 2653.373291
	Iteration 32Q: 3 clusters Score -180969.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -180983.703125 Penalty: 2653.373291
	Iteration 33Q: 3 clusters Score -180983.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -181000.828125 Penalty: 2653.373291
	Iteration 34Q: 3 clusters Score -181000.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -181017.031250 Penalty: 2653.373291
	Iteration 35Q: 3 clusters Score -181017 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -181030.500000 Penalty: 2653.373291
	Iteration 36Q: 3 clusters Score -181030.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -181045.250000 Penalty: 2653.373291
	Iteration 37Q: 3 clusters Score -181045.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -181060.515625 Penalty: 2653.373291
	Iteration 38Q: 3 clusters Score -181060.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -181079.171875 Penalty: 2653.373291
	Iteration 39Q: 3 clusters Score -181079.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -181100.546875 Penalty: 2653.373291
	Iteration 40F: 3 clusters Score -181100.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -181118.250000 Penalty: 2653.373291
	Iteration 41Q: 3 clusters Score -181118.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -181132.359375 Penalty: 2653.373291
	Iteration 42Q: 3 clusters Score -181132.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -181143.328125 Penalty: 2653.373291
	Iteration 43Q: 3 clusters Score -181143.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -181151.578125 Penalty: 2653.373291
	Iteration 44Q: 3 clusters Score -181151.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -181157.640625 Penalty: 2653.373291
	Iteration 45Q: 3 clusters Score -181157.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -181160.031250 Penalty: 2653.373291
	Iteration 46Q: 3 clusters Score -181160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -181163.140625 Penalty: 2653.373291
	Iteration 47Q: 3 clusters Score -181163.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -181165.796875 Penalty: 2653.373291
	Iteration 48Q: 3 clusters Score -181165.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -181166.546875 Penalty: 2653.373291
	Iteration 49Q: 3 clusters Score -181166.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -181166.968750 Penalty: 2653.373291
	Iteration 50Q: 3 clusters Score -181167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -181166.968750 Penalty: 2653.373291
	Iteration 51F: 3 clusters Score -181167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Entering Unmasked Estep 
Score: -429449.156250 Penalty: 1457.240112
	Iteration 0F: 2 clusters Score -429449.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -423667.093750 Penalty: 2914.480225
	Iteration 0F: 3 clusters Score -423667.1 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -425455.250000 Penalty: 2914.480225
	Iteration 1F: 3 clusters Score -425455.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -425695.812500 Penalty: 2914.480225
	Iteration 2F: 3 clusters Score -425695.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -425861.062500 Penalty: 2914.480225
	Iteration 3F: 3 clusters Score -425861.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -425984.406250 Penalty: 2914.480225
	Iteration 4Q: 3 clusters Score -425984.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -426102.250000 Penalty: 2914.480225
	Iteration 5Q: 3 clusters Score -426102.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -426201.156250 Penalty: 2914.480225
	Iteration 6Q: 3 clusters Score -426201.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -426309.250000 Penalty: 2914.480225
	Iteration 7Q: 3 clusters Score -426309.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -426431.312500 Penalty: 2914.480225
	Iteration 8Q: 3 clusters Score -426431.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -426565.312500 Penalty: 2914.480225
	Iteration 9Q: 3 clusters Score -426565.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -426722.500000 Penalty: 2914.480225
	Iteration 10Q: 3 clusters Score -426722.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -426897.531250 Penalty: 2914.480225
	Iteration 11Q: 3 clusters Score -426897.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -427093.687500 Penalty: 2914.480225
	Iteration 12Q: 3 clusters Score -427093.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -427280.062500 Penalty: 2914.480225
	Iteration 13Q: 3 clusters Score -427280.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -427464.468750 Penalty: 2914.480225
	Iteration 14Q: 3 clusters Score -427464.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -427650.437500 Penalty: 2914.480225
	Iteration 15Q: 3 clusters Score -427650.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -427789.281250 Penalty: 2914.480225
	Iteration 16Q: 3 clusters Score -427789.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -427896.843750 Penalty: 2914.480225
	Iteration 17Q: 3 clusters Score -427896.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -427980.968750 Penalty: 2914.480225
	Iteration 18Q: 3 clusters Score -427981 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -428041.468750 Penalty: 2914.480225
	Iteration 19Q: 3 clusters Score -428041.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -428094.812500 Penalty: 2914.480225
	Iteration 20F: 3 clusters Score -428094.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -428125.031250 Penalty: 2914.480225
	Iteration 21Q: 3 clusters Score -428125 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -428145.125000 Penalty: 2914.480225
	Iteration 22Q: 3 clusters Score -428145.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -428162.968750 Penalty: 2914.480225
	Iteration 23Q: 3 clusters Score -428163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -428175.937500 Penalty: 2914.480225
	Iteration 24Q: 3 clusters Score -428175.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -428187.781250 Penalty: 2914.480225
	Iteration 25Q: 3 clusters Score -428187.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -428196.812500 Penalty: 2914.480225
	Iteration 26Q: 3 clusters Score -428196.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -428205.437500 Penalty: 2914.480225
	Iteration 27Q: 3 clusters Score -428205.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -428217.937500 Penalty: 2914.480225
	Iteration 28Q: 3 clusters Score -428217.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -428230.937500 Penalty: 2914.480225
	Iteration 29Q: 3 clusters Score -428230.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -428242.531250 Penalty: 2914.480225
	Iteration 30Q: 3 clusters Score -428242.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -428248.031250 Penalty: 2914.480225
	Iteration 31Q: 3 clusters Score -428248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -428251.937500 Penalty: 2914.480225
	Iteration 32Q: 3 clusters Score -428251.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -428254.937500 Penalty: 2914.480225
	Iteration 33Q: 3 clusters Score -428254.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -428256.406250 Penalty: 2914.480225
	Iteration 34Q: 3 clusters Score -428256.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -428257.000000 Penalty: 2914.480225
	Iteration 35Q: 3 clusters Score -428257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -428257.625000 Penalty: 2914.480225
	Iteration 36Q: 3 clusters Score -428257.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -428257.625000 Penalty: 2914.480225
	Iteration 37F: 3 clusters Score -428257.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Entering Unmasked Estep 
Score: -648932.687500 Penalty: 1537.656006
	Iteration 0F: 2 clusters Score -648932.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -639928.625000 Penalty: 3075.312012
	Iteration 0F: 3 clusters Score -639928.6 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -642967.875000 Penalty: 3075.312012
	Iteration 1F: 3 clusters Score -642967.9 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -643237.687500 Penalty: 3075.312012
	Iteration 2F: 3 clusters Score -643237.7 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -643491.687500 Penalty: 3075.312012
	Iteration 3Q: 3 clusters Score -643491.7 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -643762.625000 Penalty: 3075.312012
	Iteration 4Q: 3 clusters Score -643762.6 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -644109.875000 Penalty: 3075.312012
	Iteration 5F: 3 clusters Score -644109.9 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -644561.125000 Penalty: 3075.312012
	Iteration 6F: 3 clusters Score -644561.1 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -645175.250000 Penalty: 3075.312012
	Iteration 7F: 3 clusters Score -645175.2 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -645893.062500 Penalty: 3075.312012
	Iteration 8F: 3 clusters Score -645893.1 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -646506.625000 Penalty: 3075.312012
	Iteration 9F: 3 clusters Score -646506.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -646924.750000 Penalty: 3075.312012
	Iteration 10Q: 3 clusters Score -646924.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -647196.375000 Penalty: 3075.312012
	Iteration 11Q: 3 clusters Score -647196.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -647354.250000 Penalty: 3075.312012
	Iteration 12Q: 3 clusters Score -647354.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -647441.312500 Penalty: 3075.312012
	Iteration 13Q: 3 clusters Score -647441.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -647494.062500 Penalty: 3075.312012
	Iteration 14Q: 3 clusters Score -647494.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -647527.312500 Penalty: 3075.312012
	Iteration 15Q: 3 clusters Score -647527.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -647552.562500 Penalty: 3075.312012
	Iteration 16Q: 3 clusters Score -647552.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -647563.187500 Penalty: 3075.312012
	Iteration 17Q: 3 clusters Score -647563.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -647569.000000 Penalty: 3075.312012
	Iteration 18Q: 3 clusters Score -647569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -647571.750000 Penalty: 3075.312012
	Iteration 19Q: 3 clusters Score -647571.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -647579.812500 Penalty: 3075.312012
	Iteration 20F: 3 clusters Score -647579.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -647583.250000 Penalty: 3075.312012
	Iteration 21Q: 3 clusters Score -647583.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -647584.000000 Penalty: 3075.312012
	Iteration 22Q: 3 clusters Score -647584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -647585.562500 Penalty: 3075.312012
	Iteration 23Q: 3 clusters Score -647585.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -647587.562500 Penalty: 3075.312012
	Iteration 24Q: 3 clusters Score -647587.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -647587.937500 Penalty: 3075.312012
	Iteration 25Q: 3 clusters Score -647587.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -647590.187500 Penalty: 3075.312012
	Iteration 26Q: 3 clusters Score -647590.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -647592.625000 Penalty: 3075.312012
	Iteration 27Q: 3 clusters Score -647592.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -647594.687500 Penalty: 3075.312012
	Iteration 28Q: 3 clusters Score -647594.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -647596.125000 Penalty: 3075.312012
	Iteration 29Q: 3 clusters Score -647596.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -647596.187500 Penalty: 3075.312012
	Iteration 30Q: 3 clusters Score -647596.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -647596.187500 Penalty: 3075.312012
	Iteration 31F: 3 clusters Score -647596.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Entering Unmasked Estep 
Score: -199698.828125 Penalty: 1341.318604
	Iteration 0F: 2 clusters Score -199698.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -196481.781250 Penalty: 2682.637207
	Iteration 0F: 3 clusters Score -196481.8 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -197273.328125 Penalty: 2682.637207
	Iteration 1F: 3 clusters Score -197273.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -197422.984375 Penalty: 2682.637207
	Iteration 2F: 3 clusters Score -197423 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -197511.656250 Penalty: 2682.637207
	Iteration 3Q: 3 clusters Score -197511.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -197584.968750 Penalty: 2682.637207
	Iteration 4Q: 3 clusters Score -197585 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -197642.406250 Penalty: 2682.637207
	Iteration 5Q: 3 clusters Score -197642.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -197693.515625 Penalty: 2682.637207
	Iteration 6Q: 3 clusters Score -197693.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -197752.156250 Penalty: 2682.637207
	Iteration 7Q: 3 clusters Score -197752.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -197812.921875 Penalty: 2682.637207
	Iteration 8Q: 3 clusters Score -197812.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -197858.375000 Penalty: 2682.637207
	Iteration 9Q: 3 clusters Score -197858.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -197892.984375 Penalty: 2682.637207
	Iteration 10Q: 3 clusters Score -197893 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -197928.375000 Penalty: 2682.637207
	Iteration 11Q: 3 clusters Score -197928.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -197958.593750 Penalty: 2682.637207
	Iteration 12Q: 3 clusters Score -197958.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -197982.328125 Penalty: 2682.637207
	Iteration 13Q: 3 clusters Score -197982.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -198007.078125 Penalty: 2682.637207
	Iteration 14Q: 3 clusters Score -198007.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -198027.750000 Penalty: 2682.637207
	Iteration 15Q: 3 clusters Score -198027.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -198050.953125 Penalty: 2682.637207
	Iteration 16Q: 3 clusters Score -198051 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -198083.359375 Penalty: 2682.637207
	Iteration 17Q: 3 clusters Score -198083.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -198127.656250 Penalty: 2682.637207
	Iteration 18Q: 3 clusters Score -198127.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -198165.593750 Penalty: 2682.637207
	Iteration 19Q: 3 clusters Score -198165.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -198187.218750 Penalty: 2682.637207
	Iteration 20F: 3 clusters Score -198187.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -198206.359375 Penalty: 2682.637207
	Iteration 21Q: 3 clusters Score -198206.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -198216.937500 Penalty: 2682.637207
	Iteration 22Q: 3 clusters Score -198216.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -198224.718750 Penalty: 2682.637207
	Iteration 23Q: 3 clusters Score -198224.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -198229.187500 Penalty: 2682.637207
	Iteration 24Q: 3 clusters Score -198229.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -198237.078125 Penalty: 2682.637207
	Iteration 25Q: 3 clusters Score -198237.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -198250.328125 Penalty: 2682.637207
	Iteration 26Q: 3 clusters Score -198250.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -198262.140625 Penalty: 2682.637207
	Iteration 27Q: 3 clusters Score -198262.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -198269.640625 Penalty: 2682.637207
	Iteration 28Q: 3 clusters Score -198269.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -198277.109375 Penalty: 2682.637207
	Iteration 29Q: 3 clusters Score -198277.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -198282.984375 Penalty: 2682.637207
	Iteration 30Q: 3 clusters Score -198283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -198286.406250 Penalty: 2682.637207
	Iteration 31Q: 3 clusters Score -198286.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -198288.078125 Penalty: 2682.637207
	Iteration 32Q: 3 clusters Score -198288.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -198289.046875 Penalty: 2682.637207
	Iteration 33Q: 3 clusters Score -198289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -198289.171875 Penalty: 2682.637207
	Iteration 34Q: 3 clusters Score -198289.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -198290.312500 Penalty: 2682.637207
	Iteration 35Q: 3 clusters Score -198290.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -198290.218750 Penalty: 2682.637207
	Iteration 36Q: 3 clusters Score -198290.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -198290.734375 Penalty: 2682.637207
	Iteration 37Q: 3 clusters Score -198290.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -198290.734375 Penalty: 2682.637207
	Iteration 38F: 3 clusters Score -198290.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Entering Unmasked Estep 
Score: -628953.500000 Penalty: 1522.193359
	Iteration 0F: 2 clusters Score -628953.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -620727.125000 Penalty: 3044.386719
	Iteration 0F: 3 clusters Score -620727.1 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -623527.625000 Penalty: 3044.386719
	Iteration 1F: 3 clusters Score -623527.6 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -623825.250000 Penalty: 3044.386719
	Iteration 2F: 3 clusters Score -623825.2 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -624107.875000 Penalty: 3044.386719
	Iteration 3F: 3 clusters Score -624107.9 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -624419.187500 Penalty: 3044.386719
	Iteration 4F: 3 clusters Score -624419.2 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -624749.437500 Penalty: 3044.386719
	Iteration 5F: 3 clusters Score -624749.4 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -625082.562500 Penalty: 3044.386719
	Iteration 6Q: 3 clusters Score -625082.6 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -625408.875000 Penalty: 3044.386719
	Iteration 7Q: 3 clusters Score -625408.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -625779.437500 Penalty: 3044.386719
	Iteration 8Q: 3 clusters Score -625779.4 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -626117.687500 Penalty: 3044.386719
	Iteration 9Q: 3 clusters Score -626117.7 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -626378.875000 Penalty: 3044.386719
	Iteration 10Q: 3 clusters Score -626378.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -626547.500000 Penalty: 3044.386719
	Iteration 11Q: 3 clusters Score -626547.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -626651.250000 Penalty: 3044.386719
	Iteration 12Q: 3 clusters Score -626651.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -626720.375000 Penalty: 3044.386719
	Iteration 13Q: 3 clusters Score -626720.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -626779.875000 Penalty: 3044.386719
	Iteration 14Q: 3 clusters Score -626779.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -626825.812500 Penalty: 3044.386719
	Iteration 15Q: 3 clusters Score -626825.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -626858.000000 Penalty: 3044.386719
	Iteration 16Q: 3 clusters Score -626858 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -626889.187500 Penalty: 3044.386719
	Iteration 17Q: 3 clusters Score -626889.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -626909.375000 Penalty: 3044.386719
	Iteration 18Q: 3 clusters Score -626909.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -626926.500000 Penalty: 3044.386719
	Iteration 19Q: 3 clusters Score -626926.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -626940.312500 Penalty: 3044.386719
	Iteration 20F: 3 clusters Score -626940.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -626951.000000 Penalty: 3044.386719
	Iteration 21Q: 3 clusters Score -626951 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -626962.312500 Penalty: 3044.386719
	Iteration 22Q: 3 clusters Score -626962.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -626972.562500 Penalty: 3044.386719
	Iteration 23Q: 3 clusters Score -626972.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -626982.062500 Penalty: 3044.386719
	Iteration 24Q: 3 clusters Score -626982.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -626990.687500 Penalty: 3044.386719
	Iteration 25Q: 3 clusters Score -626990.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -626997.687500 Penalty: 3044.386719
	Iteration 26Q: 3 clusters Score -626997.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -627001.500000 Penalty: 3044.386719
	Iteration 27Q: 3 clusters Score -627001.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -627010.125000 Penalty: 3044.386719
	Iteration 28Q: 3 clusters Score -627010.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -627017.687500 Penalty: 3044.386719
	Iteration 29Q: 3 clusters Score -627017.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -627019.937500 Penalty: 3044.386719
	Iteration 30Q: 3 clusters Score -627019.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -627032.187500 Penalty: 3044.386719
	Iteration 31Q: 3 clusters Score -627032.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -627041.937500 Penalty: 3044.386719
	Iteration 32Q: 3 clusters Score -627041.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -627052.562500 Penalty: 3044.386719
	Iteration 33Q: 3 clusters Score -627052.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -627061.687500 Penalty: 3044.386719
	Iteration 34Q: 3 clusters Score -627061.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -627068.125000 Penalty: 3044.386719
	Iteration 35Q: 3 clusters Score -627068.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -627074.187500 Penalty: 3044.386719
	Iteration 36Q: 3 clusters Score -627074.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -627080.562500 Penalty: 3044.386719
	Iteration 37Q: 3 clusters Score -627080.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -627087.937500 Penalty: 3044.386719
	Iteration 38Q: 3 clusters Score -627087.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -627089.125000 Penalty: 3044.386719
	Iteration 39Q: 3 clusters Score -627089.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -627090.937500 Penalty: 3044.386719
	Iteration 40F: 3 clusters Score -627090.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -627092.687500 Penalty: 3044.386719
	Iteration 41Q: 3 clusters Score -627092.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -627096.687500 Penalty: 3044.386719
	Iteration 42Q: 3 clusters Score -627096.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -627097.000000 Penalty: 3044.386719
	Iteration 43Q: 3 clusters Score -627097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -627099.812500 Penalty: 3044.386719
	Iteration 44Q: 3 clusters Score -627099.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -627104.500000 Penalty: 3044.386719
	Iteration 45Q: 3 clusters Score -627104.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -627107.000000 Penalty: 3044.386719
	Iteration 46Q: 3 clusters Score -627107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -627109.312500 Penalty: 3044.386719
	Iteration 47Q: 3 clusters Score -627109.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -627109.562500 Penalty: 3044.386719
	Iteration 48Q: 3 clusters Score -627109.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -627114.625000 Penalty: 3044.386719
	Iteration 49Q: 3 clusters Score -627114.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -627120.875000 Penalty: 3044.386719
	Iteration 50Q: 3 clusters Score -627120.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -627125.937500 Penalty: 3044.386719
	Iteration 51Q: 3 clusters Score -627125.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -627131.125000 Penalty: 3044.386719
	Iteration 52Q: 3 clusters Score -627131.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -627138.062500 Penalty: 3044.386719
	Iteration 53Q: 3 clusters Score -627138.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -627142.062500 Penalty: 3044.386719
	Iteration 54Q: 3 clusters Score -627142.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -627147.125000 Penalty: 3044.386719
	Iteration 55Q: 3 clusters Score -627147.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -627150.937500 Penalty: 3044.386719
	Iteration 56Q: 3 clusters Score -627150.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -627154.000000 Penalty: 3044.386719
	Iteration 57Q: 3 clusters Score -627154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -627156.875000 Penalty: 3044.386719
	Iteration 58Q: 3 clusters Score -627156.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -627158.500000 Penalty: 3044.386719
	Iteration 59Q: 3 clusters Score -627158.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -627161.500000 Penalty: 3044.386719
	Iteration 60F: 3 clusters Score -627161.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -627164.625000 Penalty: 3044.386719
	Iteration 61Q: 3 clusters Score -627164.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -627169.062500 Penalty: 3044.386719
	Iteration 62Q: 3 clusters Score -627169.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -627175.437500 Penalty: 3044.386719
	Iteration 63Q: 3 clusters Score -627175.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -627175.500000 Penalty: 3044.386719
	Iteration 64Q: 3 clusters Score -627175.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -627180.187500 Penalty: 3044.386719
	Iteration 65Q: 3 clusters Score -627180.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -627180.000000 Penalty: 3044.386719
	Iteration 66Q: 3 clusters Score -627180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -627183.750000 Penalty: 3044.386719
	Iteration 67Q: 3 clusters Score -627183.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -627184.000000 Penalty: 3044.386719
	Iteration 68Q: 3 clusters Score -627184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -627184.437500 Penalty: 3044.386719
	Iteration 69Q: 3 clusters Score -627184.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -627187.750000 Penalty: 3044.386719
	Iteration 70Q: 3 clusters Score -627187.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -627188.437500 Penalty: 3044.386719
	Iteration 71Q: 3 clusters Score -627188.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -627190.312500 Penalty: 3044.386719
	Iteration 72Q: 3 clusters Score -627190.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -627194.875000 Penalty: 3044.386719
	Iteration 73Q: 3 clusters Score -627194.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -627197.875000 Penalty: 3044.386719
	Iteration 74Q: 3 clusters Score -627197.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -627200.187500 Penalty: 3044.386719
	Iteration 75Q: 3 clusters Score -627200.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -627203.562500 Penalty: 3044.386719
	Iteration 76Q: 3 clusters Score -627203.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -627208.250000 Penalty: 3044.386719
	Iteration 77Q: 3 clusters Score -627208.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -627210.250000 Penalty: 3044.386719
	Iteration 78Q: 3 clusters Score -627210.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -627210.750000 Penalty: 3044.386719
	Iteration 79Q: 3 clusters Score -627210.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -627210.937500 Penalty: 3044.386719
	Iteration 80F: 3 clusters Score -627210.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -627213.875000 Penalty: 3044.386719
	Iteration 81Q: 3 clusters Score -627213.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -627213.125000 Penalty: 3044.386719
	Iteration 82Q: 3 clusters Score -627213.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -627214.750000 Penalty: 3044.386719
	Iteration 83Q: 3 clusters Score -627214.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -627216.000000 Penalty: 3044.386719
	Iteration 84Q: 3 clusters Score -627216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -627216.312500 Penalty: 3044.386719
	Iteration 85Q: 3 clusters Score -627216.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -627219.625000 Penalty: 3044.386719
	Iteration 86Q: 3 clusters Score -627219.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -627222.562500 Penalty: 3044.386719
	Iteration 87Q: 3 clusters Score -627222.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -627223.812500 Penalty: 3044.386719
	Iteration 88Q: 3 clusters Score -627223.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -627222.250000 Penalty: 3044.386719
	Iteration 89Q: 3 clusters Score -627222.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -627223.500000 Penalty: 3044.386719
	Iteration 90Q: 3 clusters Score -627223.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -627224.437500 Penalty: 3044.386719
	Iteration 91Q: 3 clusters Score -627224.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -627226.687500 Penalty: 3044.386719
	Iteration 92Q: 3 clusters Score -627226.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -627225.562500 Penalty: 3044.386719
	Iteration 93Q: 3 clusters Score -627225.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -627226.687500 Penalty: 3044.386719
	Iteration 94Q: 3 clusters Score -627226.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -627227.562500 Penalty: 3044.386719
	Iteration 95Q: 3 clusters Score -627227.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -627229.125000 Penalty: 3044.386719
	Iteration 96Q: 3 clusters Score -627229.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -627230.000000 Penalty: 3044.386719
	Iteration 97Q: 3 clusters Score -627230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -627232.437500 Penalty: 3044.386719
	Iteration 98Q: 3 clusters Score -627232.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -627233.312500 Penalty: 3044.386719
	Iteration 99Q: 3 clusters Score -627233.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -627233.562500 Penalty: 3044.386719
	Iteration 100F: 3 clusters Score -627233.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -627234.375000 Penalty: 3044.386719
	Iteration 101Q: 3 clusters Score -627234.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -627235.437500 Penalty: 3044.386719
	Iteration 102Q: 3 clusters Score -627235.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -627234.937500 Penalty: 3044.386719
	Iteration 103Q: 3 clusters Score -627234.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -627233.312500 Penalty: 3044.386719
	Iteration 104Q: 3 clusters Score -627233.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -627237.937500 Penalty: 3044.386719
	Iteration 105Q: 3 clusters Score -627237.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -627240.937500 Penalty: 3044.386719
	Iteration 106Q: 3 clusters Score -627240.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -627242.000000 Penalty: 3044.386719
	Iteration 107Q: 3 clusters Score -627242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -627245.000000 Penalty: 3044.386719
	Iteration 108Q: 3 clusters Score -627245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -627245.812500 Penalty: 3044.386719
	Iteration 109Q: 3 clusters Score -627245.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -627246.062500 Penalty: 3044.386719
	Iteration 110Q: 3 clusters Score -627246.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -627247.375000 Penalty: 3044.386719
	Iteration 111Q: 3 clusters Score -627247.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -627248.125000 Penalty: 3044.386719
	Iteration 112Q: 3 clusters Score -627248.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -627249.875000 Penalty: 3044.386719
	Iteration 113Q: 3 clusters Score -627249.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -627252.187500 Penalty: 3044.386719
	Iteration 114Q: 3 clusters Score -627252.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -627252.062500 Penalty: 3044.386719
	Iteration 115Q: 3 clusters Score -627252.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -627252.687500 Penalty: 3044.386719
	Iteration 116Q: 3 clusters Score -627252.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -627253.187500 Penalty: 3044.386719
	Iteration 117Q: 3 clusters Score -627253.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -627256.625000 Penalty: 3044.386719
	Iteration 118Q: 3 clusters Score -627256.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -627257.500000 Penalty: 3044.386719
	Iteration 119Q: 3 clusters Score -627257.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -627257.312500 Penalty: 3044.386719
	Iteration 120F: 3 clusters Score -627257.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -627256.312500 Penalty: 3044.386719
	Iteration 121Q: 3 clusters Score -627256.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -627258.625000 Penalty: 3044.386719
	Iteration 122Q: 3 clusters Score -627258.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -627260.312500 Penalty: 3044.386719
	Iteration 123Q: 3 clusters Score -627260.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -627261.250000 Penalty: 3044.386719
	Iteration 124Q: 3 clusters Score -627261.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -627261.312500 Penalty: 3044.386719
	Iteration 125Q: 3 clusters Score -627261.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -627261.312500 Penalty: 3044.386719
	Iteration 126Q: 3 clusters Score -627261.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -627263.500000 Penalty: 3044.386719
	Iteration 127Q: 3 clusters Score -627263.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -627265.062500 Penalty: 3044.386719
	Iteration 128Q: 3 clusters Score -627265.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -627267.187500 Penalty: 3044.386719
	Iteration 129Q: 3 clusters Score -627267.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -627270.687500 Penalty: 3044.386719
	Iteration 130Q: 3 clusters Score -627270.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -627269.562500 Penalty: 3044.386719
	Iteration 131Q: 3 clusters Score -627269.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -627275.375000 Penalty: 3044.386719
	Iteration 132Q: 3 clusters Score -627275.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -627278.812500 Penalty: 3044.386719
	Iteration 133Q: 3 clusters Score -627278.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -627287.000000 Penalty: 3044.386719
	Iteration 134Q: 3 clusters Score -627287 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -627297.125000 Penalty: 3044.386719
	Iteration 135Q: 3 clusters Score -627297.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -627303.125000 Penalty: 3044.386719
	Iteration 136Q: 3 clusters Score -627303.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -627311.437500 Penalty: 3044.386719
	Iteration 137Q: 3 clusters Score -627311.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -627313.750000 Penalty: 3044.386719
	Iteration 138Q: 3 clusters Score -627313.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -627318.750000 Penalty: 3044.386719
	Iteration 139Q: 3 clusters Score -627318.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -627319.500000 Penalty: 3044.386719
	Iteration 140F: 3 clusters Score -627319.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -627320.750000 Penalty: 3044.386719
	Iteration 141Q: 3 clusters Score -627320.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -627320.875000 Penalty: 3044.386719
	Iteration 142Q: 3 clusters Score -627320.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -627320.750000 Penalty: 3044.386719
	Iteration 143Q: 3 clusters Score -627320.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -627321.687500 Penalty: 3044.386719
	Iteration 144Q: 3 clusters Score -627321.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -627322.625000 Penalty: 3044.386719
	Iteration 145Q: 3 clusters Score -627322.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -627320.750000 Penalty: 3044.386719
	Iteration 146Q: 3 clusters Score -627320.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -627320.750000 Penalty: 3044.386719
	Iteration 147F: 3 clusters Score -627320.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Entering Unmasked Estep 
Score: -140052.906250 Penalty: 1285.292114
	Iteration 0F: 2 clusters Score -140052.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -137530.812500 Penalty: 2570.584229
	Iteration 0F: 3 clusters Score -137530.8 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -138165.203125 Penalty: 2570.584229
	Iteration 1F: 3 clusters Score -138165.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -138315.921875 Penalty: 2570.584229
	Iteration 2F: 3 clusters Score -138315.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -138423.859375 Penalty: 2570.584229
	Iteration 3F: 3 clusters Score -138423.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -138543.140625 Penalty: 2570.584229
	Iteration 4Q: 3 clusters Score -138543.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -138629.312500 Penalty: 2570.584229
	Iteration 5Q: 3 clusters Score -138629.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -138704.578125 Penalty: 2570.584229
	Iteration 6Q: 3 clusters Score -138704.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -138769.875000 Penalty: 2570.584229
	Iteration 7Q: 3 clusters Score -138769.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -138841.296875 Penalty: 2570.584229
	Iteration 8Q: 3 clusters Score -138841.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -138903.343750 Penalty: 2570.584229
	Iteration 9Q: 3 clusters Score -138903.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -138946.093750 Penalty: 2570.584229
	Iteration 10Q: 3 clusters Score -138946.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -138980.656250 Penalty: 2570.584229
	Iteration 11Q: 3 clusters Score -138980.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -139008.593750 Penalty: 2570.584229
	Iteration 12Q: 3 clusters Score -139008.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -139042.375000 Penalty: 2570.584229
	Iteration 13Q: 3 clusters Score -139042.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -139065.390625 Penalty: 2570.584229
	Iteration 14Q: 3 clusters Score -139065.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -139080.890625 Penalty: 2570.584229
	Iteration 15Q: 3 clusters Score -139080.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -139096.203125 Penalty: 2570.584229
	Iteration 16Q: 3 clusters Score -139096.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -139106.859375 Penalty: 2570.584229
	Iteration 17Q: 3 clusters Score -139106.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -139119.546875 Penalty: 2570.584229
	Iteration 18Q: 3 clusters Score -139119.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -139129.937500 Penalty: 2570.584229
	Iteration 19Q: 3 clusters Score -139129.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -139141.562500 Penalty: 2570.584229
	Iteration 20F: 3 clusters Score -139141.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -139153.921875 Penalty: 2570.584229
	Iteration 21Q: 3 clusters Score -139153.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -139164.203125 Penalty: 2570.584229
	Iteration 22Q: 3 clusters Score -139164.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -139172.890625 Penalty: 2570.584229
	Iteration 23Q: 3 clusters Score -139172.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -139182.234375 Penalty: 2570.584229
	Iteration 24Q: 3 clusters Score -139182.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -139192.640625 Penalty: 2570.584229
	Iteration 25Q: 3 clusters Score -139192.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -139202.218750 Penalty: 2570.584229
	Iteration 26Q: 3 clusters Score -139202.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -139207.718750 Penalty: 2570.584229
	Iteration 27Q: 3 clusters Score -139207.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -139211.578125 Penalty: 2570.584229
	Iteration 28Q: 3 clusters Score -139211.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -139215.062500 Penalty: 2570.584229
	Iteration 29Q: 3 clusters Score -139215.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -139216.437500 Penalty: 2570.584229
	Iteration 30Q: 3 clusters Score -139216.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -139217.421875 Penalty: 2570.584229
	Iteration 31Q: 3 clusters Score -139217.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -139217.671875 Penalty: 2570.584229
	Iteration 32Q: 3 clusters Score -139217.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -139218.531250 Penalty: 2570.584229
	Iteration 33Q: 3 clusters Score -139218.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -139219.234375 Penalty: 2570.584229
	Iteration 34Q: 3 clusters Score -139219.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -139219.718750 Penalty: 2570.584229
	Iteration 35Q: 3 clusters Score -139219.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -139219.718750 Penalty: 2570.584229
	Iteration 36F: 3 clusters Score -139219.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Entering Unmasked Estep 
Score: -87920.281250 Penalty: 1221.597168
	Iteration 0F: 2 clusters Score -87920.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -85904.562500 Penalty: 2443.194336
	Iteration 0F: 3 clusters Score -85904.56 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -86388.132812 Penalty: 2443.194336
	Iteration 1F: 3 clusters Score -86388.13 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -86576.117188 Penalty: 2443.194336
	Iteration 2F: 3 clusters Score -86576.12 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -86706.078125 Penalty: 2443.194336
	Iteration 3F: 3 clusters Score -86706.08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -86800.750000 Penalty: 2443.194336
	Iteration 4F: 3 clusters Score -86800.75 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -86874.445312 Penalty: 2443.194336
	Iteration 5Q: 3 clusters Score -86874.45 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -86929.921875 Penalty: 2443.194336
	Iteration 6Q: 3 clusters Score -86929.92 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -86979.226562 Penalty: 2443.194336
	Iteration 7Q: 3 clusters Score -86979.23 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -87012.093750 Penalty: 2443.194336
	Iteration 8Q: 3 clusters Score -87012.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -87030.617188 Penalty: 2443.194336
	Iteration 9Q: 3 clusters Score -87030.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -87042.460938 Penalty: 2443.194336
	Iteration 10Q: 3 clusters Score -87042.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -87059.531250 Penalty: 2443.194336
	Iteration 11Q: 3 clusters Score -87059.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -87070.710938 Penalty: 2443.194336
	Iteration 12Q: 3 clusters Score -87070.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -87074.679688 Penalty: 2443.194336
	Iteration 13Q: 3 clusters Score -87074.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -87078.218750 Penalty: 2443.194336
	Iteration 14Q: 3 clusters Score -87078.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -87080.843750 Penalty: 2443.194336
	Iteration 15Q: 3 clusters Score -87080.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -87082.812500 Penalty: 2443.194336
	Iteration 16Q: 3 clusters Score -87082.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -87085.437500 Penalty: 2443.194336
	Iteration 17Q: 3 clusters Score -87085.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -87089.539062 Penalty: 2443.194336
	Iteration 18Q: 3 clusters Score -87089.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -87091.937500 Penalty: 2443.194336
	Iteration 19Q: 3 clusters Score -87091.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -87100.570312 Penalty: 2443.194336
	Iteration 20F: 3 clusters Score -87100.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -87109.710938 Penalty: 2443.194336
	Iteration 21Q: 3 clusters Score -87109.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -87112.671875 Penalty: 2443.194336
	Iteration 22Q: 3 clusters Score -87112.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -87123.164062 Penalty: 2443.194336
	Iteration 23Q: 3 clusters Score -87123.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -87133.335938 Penalty: 2443.194336
	Iteration 24Q: 3 clusters Score -87133.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -87139.218750 Penalty: 2443.194336
	Iteration 25Q: 3 clusters Score -87139.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -87142.664062 Penalty: 2443.194336
	Iteration 26Q: 3 clusters Score -87142.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -87144.742188 Penalty: 2443.194336
	Iteration 27Q: 3 clusters Score -87144.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -87146.890625 Penalty: 2443.194336
	Iteration 28Q: 3 clusters Score -87146.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -87149.187500 Penalty: 2443.194336
	Iteration 29Q: 3 clusters Score -87149.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -87149.187500 Penalty: 2443.194336
	Iteration 30F: 3 clusters Score -87149.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Entering Unmasked Estep 
Score: -272142.031250 Penalty: 1382.016357
	Iteration 0F: 2 clusters Score -272142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -268153.968750 Penalty: 2764.032715
	Iteration 0F: 3 clusters Score -268154 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -269205.531250 Penalty: 2764.032715
	Iteration 1F: 3 clusters Score -269205.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -269357.843750 Penalty: 2764.032715
	Iteration 2F: 3 clusters Score -269357.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -269457.375000 Penalty: 2764.032715
	Iteration 3Q: 3 clusters Score -269457.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -269540.500000 Penalty: 2764.032715
	Iteration 4Q: 3 clusters Score -269540.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -269613.281250 Penalty: 2764.032715
	Iteration 5Q: 3 clusters Score -269613.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -269688.875000 Penalty: 2764.032715
	Iteration 6Q: 3 clusters Score -269688.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -269766.468750 Penalty: 2764.032715
	Iteration 7Q: 3 clusters Score -269766.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -269858.218750 Penalty: 2764.032715
	Iteration 8Q: 3 clusters Score -269858.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -269954.906250 Penalty: 2764.032715
	Iteration 9Q: 3 clusters Score -269954.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -270062.687500 Penalty: 2764.032715
	Iteration 10Q: 3 clusters Score -270062.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -270206.187500 Penalty: 2764.032715
	Iteration 11Q: 3 clusters Score -270206.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -270354.625000 Penalty: 2764.032715
	Iteration 12Q: 3 clusters Score -270354.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -270500.343750 Penalty: 2764.032715
	Iteration 13Q: 3 clusters Score -270500.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -270609.531250 Penalty: 2764.032715
	Iteration 14Q: 3 clusters Score -270609.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -270685.562500 Penalty: 2764.032715
	Iteration 15Q: 3 clusters Score -270685.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -270756.312500 Penalty: 2764.032715
	Iteration 16Q: 3 clusters Score -270756.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -270804.781250 Penalty: 2764.032715
	Iteration 17Q: 3 clusters Score -270804.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -270844.437500 Penalty: 2764.032715
	Iteration 18Q: 3 clusters Score -270844.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -270870.687500 Penalty: 2764.032715
	Iteration 19Q: 3 clusters Score -270870.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -270886.843750 Penalty: 2764.032715
	Iteration 20F: 3 clusters Score -270886.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -270893.593750 Penalty: 2764.032715
	Iteration 21Q: 3 clusters Score -270893.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -270905.906250 Penalty: 2764.032715
	Iteration 22Q: 3 clusters Score -270905.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -270918.562500 Penalty: 2764.032715
	Iteration 23Q: 3 clusters Score -270918.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -270928.312500 Penalty: 2764.032715
	Iteration 24Q: 3 clusters Score -270928.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -270935.187500 Penalty: 2764.032715
	Iteration 25Q: 3 clusters Score -270935.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -270942.125000 Penalty: 2764.032715
	Iteration 26Q: 3 clusters Score -270942.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -270948.312500 Penalty: 2764.032715
	Iteration 27Q: 3 clusters Score -270948.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -270955.687500 Penalty: 2764.032715
	Iteration 28Q: 3 clusters Score -270955.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -270962.000000 Penalty: 2764.032715
	Iteration 29Q: 3 clusters Score -270962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -270964.937500 Penalty: 2764.032715
	Iteration 30Q: 3 clusters Score -270964.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -270970.531250 Penalty: 2764.032715
	Iteration 31Q: 3 clusters Score -270970.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -270976.312500 Penalty: 2764.032715
	Iteration 32Q: 3 clusters Score -270976.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -270979.593750 Penalty: 2764.032715
	Iteration 33Q: 3 clusters Score -270979.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -270980.750000 Penalty: 2764.032715
	Iteration 34Q: 3 clusters Score -270980.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -270980.750000 Penalty: 2764.032715
	Iteration 35F: 3 clusters Score -270980.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (33625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Entering Unmasked Estep 
Score: -1774332.625000 Penalty: 1693.741577
	Iteration 0F: 2 clusters Score -1774333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -1751841.875000 Penalty: 3387.483154
	Iteration 0F: 3 clusters Score -1751842 nChanged 15523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -1760394.125000 Penalty: 3387.483154
	Iteration 1F: 3 clusters Score -1760394 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -1760919.875000 Penalty: 3387.483154
	Iteration 2Q: 3 clusters Score -1760920 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -1761478.875000 Penalty: 3387.483154
	Iteration 3Q: 3 clusters Score -1761479 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1762178.500000 Penalty: 3387.483154
	Iteration 4Q: 3 clusters Score -1762178 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -1763108.125000 Penalty: 3387.483154
	Iteration 5F: 3 clusters Score -1763108 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1764440.375000 Penalty: 3387.483154
	Iteration 6F: 3 clusters Score -1764440 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1766214.000000 Penalty: 3387.483154
	Iteration 7F: 3 clusters Score -1766214 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1768224.875000 Penalty: 3387.483154
	Iteration 8F: 3 clusters Score -1768225 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1770072.000000 Penalty: 3387.483154
	Iteration 9F: 3 clusters Score -1770072 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1771308.000000 Penalty: 3387.483154
	Iteration 10Q: 3 clusters Score -1771308 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1772014.375000 Penalty: 3387.483154
	Iteration 11Q: 3 clusters Score -1772014 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1772418.375000 Penalty: 3387.483154
	Iteration 12Q: 3 clusters Score -1772418 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1772668.250000 Penalty: 3387.483154
	Iteration 13Q: 3 clusters Score -1772668 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1772850.375000 Penalty: 3387.483154
	Iteration 14Q: 3 clusters Score -1772850 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1773001.250000 Penalty: 3387.483154
	Iteration 15Q: 3 clusters Score -1773001 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1773100.625000 Penalty: 3387.483154
	Iteration 16Q: 3 clusters Score -1773101 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1773189.375000 Penalty: 3387.483154
	Iteration 17Q: 3 clusters Score -1773189 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1773268.625000 Penalty: 3387.483154
	Iteration 18Q: 3 clusters Score -1773269 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1773341.000000 Penalty: 3387.483154
	Iteration 19Q: 3 clusters Score -1773341 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1773393.375000 Penalty: 3387.483154
	Iteration 20F: 3 clusters Score -1773393 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1773436.250000 Penalty: 3387.483154
	Iteration 21Q: 3 clusters Score -1773436 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1773476.250000 Penalty: 3387.483154
	Iteration 22Q: 3 clusters Score -1773476 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1773508.750000 Penalty: 3387.483154
	Iteration 23Q: 3 clusters Score -1773509 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1773540.000000 Penalty: 3387.483154
	Iteration 24Q: 3 clusters Score -1773540 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1773557.375000 Penalty: 3387.483154
	Iteration 25Q: 3 clusters Score -1773557 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1773572.875000 Penalty: 3387.483154
	Iteration 26Q: 3 clusters Score -1773573 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1773580.250000 Penalty: 3387.483154
	Iteration 27Q: 3 clusters Score -1773580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1773587.625000 Penalty: 3387.483154
	Iteration 28Q: 3 clusters Score -1773588 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1773596.375000 Penalty: 3387.483154
	Iteration 29Q: 3 clusters Score -1773596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1773605.875000 Penalty: 3387.483154
	Iteration 30Q: 3 clusters Score -1773606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1773610.625000 Penalty: 3387.483154
	Iteration 31Q: 3 clusters Score -1773611 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1773614.000000 Penalty: 3387.483154
	Iteration 32Q: 3 clusters Score -1773614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31919 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1773619.625000 Penalty: 3387.483154
	Iteration 33Q: 3 clusters Score -1773620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1773621.375000 Penalty: 3387.483154
	Iteration 34Q: 3 clusters Score -1773621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1773624.500000 Penalty: 3387.483154
	Iteration 35Q: 3 clusters Score -1773624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1773626.375000 Penalty: 3387.483154
	Iteration 36Q: 3 clusters Score -1773626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1773623.500000 Penalty: 3387.483154
	Iteration 37Q: 3 clusters Score -1773624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1773620.625000 Penalty: 3387.483154
	Iteration 38Q: 3 clusters Score -1773621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1773619.625000 Penalty: 3387.483154
	Iteration 39Q: 3 clusters Score -1773620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1773619.750000 Penalty: 3387.483154
	Iteration 40F: 3 clusters Score -1773620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Entering Unmasked Estep 
Score: -257958.437500 Penalty: 1379.829712
	Iteration 0F: 2 clusters Score -257958.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -254063.406250 Penalty: 2759.659424
	Iteration 0F: 3 clusters Score -254063.4 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -255108.062500 Penalty: 2759.659424
	Iteration 1F: 3 clusters Score -255108.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -255250.656250 Penalty: 2759.659424
	Iteration 2F: 3 clusters Score -255250.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -255327.750000 Penalty: 2759.659424
	Iteration 3Q: 3 clusters Score -255327.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -255380.968750 Penalty: 2759.659424
	Iteration 4Q: 3 clusters Score -255381 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -255423.515625 Penalty: 2759.659424
	Iteration 5Q: 3 clusters Score -255423.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -255459.109375 Penalty: 2759.659424
	Iteration 6Q: 3 clusters Score -255459.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -255488.406250 Penalty: 2759.659424
	Iteration 7Q: 3 clusters Score -255488.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -255520.843750 Penalty: 2759.659424
	Iteration 8Q: 3 clusters Score -255520.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -255554.156250 Penalty: 2759.659424
	Iteration 9Q: 3 clusters Score -255554.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -255585.406250 Penalty: 2759.659424
	Iteration 10Q: 3 clusters Score -255585.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -255628.343750 Penalty: 2759.659424
	Iteration 11Q: 3 clusters Score -255628.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -255674.328125 Penalty: 2759.659424
	Iteration 12Q: 3 clusters Score -255674.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -255738.953125 Penalty: 2759.659424
	Iteration 13Q: 3 clusters Score -255739 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -255807.390625 Penalty: 2759.659424
	Iteration 14Q: 3 clusters Score -255807.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -255886.937500 Penalty: 2759.659424
	Iteration 15Q: 3 clusters Score -255886.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -255981.296875 Penalty: 2759.659424
	Iteration 16Q: 3 clusters Score -255981.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -256092.968750 Penalty: 2759.659424
	Iteration 17Q: 3 clusters Score -256093 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -256199.953125 Penalty: 2759.659424
	Iteration 18Q: 3 clusters Score -256200 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -256308.687500 Penalty: 2759.659424
	Iteration 19Q: 3 clusters Score -256308.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -256400.312500 Penalty: 2759.659424
	Iteration 20F: 3 clusters Score -256400.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -256475.671875 Penalty: 2759.659424
	Iteration 21Q: 3 clusters Score -256475.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -256530.234375 Penalty: 2759.659424
	Iteration 22Q: 3 clusters Score -256530.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -256568.859375 Penalty: 2759.659424
	Iteration 23Q: 3 clusters Score -256568.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -256613.437500 Penalty: 2759.659424
	Iteration 24Q: 3 clusters Score -256613.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -256647.453125 Penalty: 2759.659424
	Iteration 25Q: 3 clusters Score -256647.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -256670.937500 Penalty: 2759.659424
	Iteration 26Q: 3 clusters Score -256670.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -256689.125000 Penalty: 2759.659424
	Iteration 27Q: 3 clusters Score -256689.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -256706.484375 Penalty: 2759.659424
	Iteration 28Q: 3 clusters Score -256706.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -256718.265625 Penalty: 2759.659424
	Iteration 29Q: 3 clusters Score -256718.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -256728.437500 Penalty: 2759.659424
	Iteration 30Q: 3 clusters Score -256728.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -256730.281250 Penalty: 2759.659424
	Iteration 31Q: 3 clusters Score -256730.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -256730.281250 Penalty: 2759.659424
	Iteration 32F: 3 clusters Score -256730.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Entering Unmasked Estep 
Score: -169835.250000 Penalty: 1317.504517
	Iteration 0F: 2 clusters Score -169835.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -166954.359375 Penalty: 2635.009033
	Iteration 0F: 3 clusters Score -166954.4 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -167663.843750 Penalty: 2635.009033
	Iteration 1F: 3 clusters Score -167663.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -167834.125000 Penalty: 2635.009033
	Iteration 2F: 3 clusters Score -167834.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -167936.296875 Penalty: 2635.009033
	Iteration 3F: 3 clusters Score -167936.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -168009.062500 Penalty: 2635.009033
	Iteration 4Q: 3 clusters Score -168009.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -168074.156250 Penalty: 2635.009033
	Iteration 5Q: 3 clusters Score -168074.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -168126.546875 Penalty: 2635.009033
	Iteration 6Q: 3 clusters Score -168126.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -168173.125000 Penalty: 2635.009033
	Iteration 7Q: 3 clusters Score -168173.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -168219.500000 Penalty: 2635.009033
	Iteration 8Q: 3 clusters Score -168219.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -168264.562500 Penalty: 2635.009033
	Iteration 9Q: 3 clusters Score -168264.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -168313.531250 Penalty: 2635.009033
	Iteration 10Q: 3 clusters Score -168313.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -168368.453125 Penalty: 2635.009033
	Iteration 11Q: 3 clusters Score -168368.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -168423.296875 Penalty: 2635.009033
	Iteration 12Q: 3 clusters Score -168423.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -168469.234375 Penalty: 2635.009033
	Iteration 13Q: 3 clusters Score -168469.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -168511.875000 Penalty: 2635.009033
	Iteration 14Q: 3 clusters Score -168511.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -168550.359375 Penalty: 2635.009033
	Iteration 15Q: 3 clusters Score -168550.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -168592.046875 Penalty: 2635.009033
	Iteration 16Q: 3 clusters Score -168592 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -168622.968750 Penalty: 2635.009033
	Iteration 17Q: 3 clusters Score -168623 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -168653.890625 Penalty: 2635.009033
	Iteration 18Q: 3 clusters Score -168653.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -168685.218750 Penalty: 2635.009033
	Iteration 19Q: 3 clusters Score -168685.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -168715.515625 Penalty: 2635.009033
	Iteration 20F: 3 clusters Score -168715.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -168748.718750 Penalty: 2635.009033
	Iteration 21Q: 3 clusters Score -168748.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -168780.578125 Penalty: 2635.009033
	Iteration 22Q: 3 clusters Score -168780.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -168806.687500 Penalty: 2635.009033
	Iteration 23Q: 3 clusters Score -168806.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -168821.859375 Penalty: 2635.009033
	Iteration 24Q: 3 clusters Score -168821.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -168829.359375 Penalty: 2635.009033
	Iteration 25Q: 3 clusters Score -168829.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -168834.406250 Penalty: 2635.009033
	Iteration 26Q: 3 clusters Score -168834.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -168844.234375 Penalty: 2635.009033
	Iteration 27Q: 3 clusters Score -168844.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -168851.140625 Penalty: 2635.009033
	Iteration 28Q: 3 clusters Score -168851.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -168853.265625 Penalty: 2635.009033
	Iteration 29Q: 3 clusters Score -168853.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -168853.546875 Penalty: 2635.009033
	Iteration 30Q: 3 clusters Score -168853.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -168853.546875 Penalty: 2635.009033
	Iteration 31F: 3 clusters Score -168853.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Entering Unmasked Estep 
Score: -82478.085938 Penalty: 1225.781982
	Iteration 0F: 2 clusters Score -82478.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -80428.554688 Penalty: 2451.563965
	Iteration 0F: 3 clusters Score -80428.55 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -80854.289062 Penalty: 2451.563965
	Iteration 1F: 3 clusters Score -80854.29 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -80947.781250 Penalty: 2451.563965
	Iteration 2F: 3 clusters Score -80947.78 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -80996.250000 Penalty: 2451.563965
	Iteration 3Q: 3 clusters Score -80996.25 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -81033.593750 Penalty: 2451.563965
	Iteration 4Q: 3 clusters Score -81033.59 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -81066.140625 Penalty: 2451.563965
	Iteration 5Q: 3 clusters Score -81066.14 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -81097.554688 Penalty: 2451.563965
	Iteration 6Q: 3 clusters Score -81097.55 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -81123.390625 Penalty: 2451.563965
	Iteration 7Q: 3 clusters Score -81123.39 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -81142.687500 Penalty: 2451.563965
	Iteration 8Q: 3 clusters Score -81142.69 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -81166.070312 Penalty: 2451.563965
	Iteration 9Q: 3 clusters Score -81166.07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -81187.437500 Penalty: 2451.563965
	Iteration 10Q: 3 clusters Score -81187.44 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -81206.226562 Penalty: 2451.563965
	Iteration 11Q: 3 clusters Score -81206.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -81223.273438 Penalty: 2451.563965
	Iteration 12Q: 3 clusters Score -81223.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -81234.789062 Penalty: 2451.563965
	Iteration 13Q: 3 clusters Score -81234.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -81246.796875 Penalty: 2451.563965
	Iteration 14Q: 3 clusters Score -81246.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -81257.148438 Penalty: 2451.563965
	Iteration 15Q: 3 clusters Score -81257.15 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -81275.351562 Penalty: 2451.563965
	Iteration 16Q: 3 clusters Score -81275.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -81288.343750 Penalty: 2451.563965
	Iteration 17Q: 3 clusters Score -81288.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -81296.929688 Penalty: 2451.563965
	Iteration 18Q: 3 clusters Score -81296.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -81312.156250 Penalty: 2451.563965
	Iteration 19Q: 3 clusters Score -81312.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -81328.117188 Penalty: 2451.563965
	Iteration 20F: 3 clusters Score -81328.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -81342.375000 Penalty: 2451.563965
	Iteration 21Q: 3 clusters Score -81342.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -81353.835938 Penalty: 2451.563965
	Iteration 22Q: 3 clusters Score -81353.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -81363.039062 Penalty: 2451.563965
	Iteration 23Q: 3 clusters Score -81363.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -81375.179688 Penalty: 2451.563965
	Iteration 24Q: 3 clusters Score -81375.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -81387.367188 Penalty: 2451.563965
	Iteration 25Q: 3 clusters Score -81387.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -81399.960938 Penalty: 2451.563965
	Iteration 26Q: 3 clusters Score -81399.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -81416.632812 Penalty: 2451.563965
	Iteration 27Q: 3 clusters Score -81416.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -81441.398438 Penalty: 2451.563965
	Iteration 28Q: 3 clusters Score -81441.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -81473.726562 Penalty: 2451.563965
	Iteration 29Q: 3 clusters Score -81473.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -81502.460938 Penalty: 2451.563965
	Iteration 30Q: 3 clusters Score -81502.46 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -81538.414062 Penalty: 2451.563965
	Iteration 31Q: 3 clusters Score -81538.41 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -81582.750000 Penalty: 2451.563965
	Iteration 32Q: 3 clusters Score -81582.75 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -81635.140625 Penalty: 2451.563965
	Iteration 33Q: 3 clusters Score -81635.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -81679.750000 Penalty: 2451.563965
	Iteration 34Q: 3 clusters Score -81679.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -81708.914062 Penalty: 2451.563965
	Iteration 35Q: 3 clusters Score -81708.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -81738.195312 Penalty: 2451.563965
	Iteration 36Q: 3 clusters Score -81738.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -81753.664062 Penalty: 2451.563965
	Iteration 37Q: 3 clusters Score -81753.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -81760.546875 Penalty: 2451.563965
	Iteration 38Q: 3 clusters Score -81760.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -81763.671875 Penalty: 2451.563965
	Iteration 39Q: 3 clusters Score -81763.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -81766.851562 Penalty: 2451.563965
	Iteration 40F: 3 clusters Score -81766.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -81767.304688 Penalty: 2451.563965
	Iteration 41Q: 3 clusters Score -81767.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -81767.304688 Penalty: 2451.563965
	Iteration 42F: 3 clusters Score -81767.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Entering Unmasked Estep 
Score: -319752.187500 Penalty: 1418.868408
	Iteration 0F: 2 clusters Score -319752.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -315010.093750 Penalty: 2837.736816
	Iteration 0F: 3 clusters Score -315010.1 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -316365.218750 Penalty: 2837.736816
	Iteration 1F: 3 clusters Score -316365.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -316549.000000 Penalty: 2837.736816
	Iteration 2F: 3 clusters Score -316549 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -316682.156250 Penalty: 2837.736816
	Iteration 3F: 3 clusters Score -316682.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -316796.343750 Penalty: 2837.736816
	Iteration 4Q: 3 clusters Score -316796.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -316900.687500 Penalty: 2837.736816
	Iteration 5Q: 3 clusters Score -316900.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -317028.906250 Penalty: 2837.736816
	Iteration 6Q: 3 clusters Score -317028.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -317184.968750 Penalty: 2837.736816
	Iteration 7Q: 3 clusters Score -317185 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -317359.625000 Penalty: 2837.736816
	Iteration 8Q: 3 clusters Score -317359.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -317552.968750 Penalty: 2837.736816
	Iteration 9Q: 3 clusters Score -317553 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -317767.781250 Penalty: 2837.736816
	Iteration 10Q: 3 clusters Score -317767.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -317954.781250 Penalty: 2837.736816
	Iteration 11Q: 3 clusters Score -317954.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -318114.000000 Penalty: 2837.736816
	Iteration 12Q: 3 clusters Score -318114 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -318238.812500 Penalty: 2837.736816
	Iteration 13Q: 3 clusters Score -318238.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -318341.031250 Penalty: 2837.736816
	Iteration 14Q: 3 clusters Score -318341 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -318417.000000 Penalty: 2837.736816
	Iteration 15Q: 3 clusters Score -318417 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -318458.031250 Penalty: 2837.736816
	Iteration 16Q: 3 clusters Score -318458 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -318486.250000 Penalty: 2837.736816
	Iteration 17Q: 3 clusters Score -318486.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -318503.250000 Penalty: 2837.736816
	Iteration 18Q: 3 clusters Score -318503.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -318521.281250 Penalty: 2837.736816
	Iteration 19Q: 3 clusters Score -318521.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -318532.656250 Penalty: 2837.736816
	Iteration 20F: 3 clusters Score -318532.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -318544.406250 Penalty: 2837.736816
	Iteration 21Q: 3 clusters Score -318544.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -318555.218750 Penalty: 2837.736816
	Iteration 22Q: 3 clusters Score -318555.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -318561.468750 Penalty: 2837.736816
	Iteration 23Q: 3 clusters Score -318561.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -318566.625000 Penalty: 2837.736816
	Iteration 24Q: 3 clusters Score -318566.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -318570.281250 Penalty: 2837.736816
	Iteration 25Q: 3 clusters Score -318570.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -318572.156250 Penalty: 2837.736816
	Iteration 26Q: 3 clusters Score -318572.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -318577.656250 Penalty: 2837.736816
	Iteration 27Q: 3 clusters Score -318577.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -318582.437500 Penalty: 2837.736816
	Iteration 28Q: 3 clusters Score -318582.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -318586.218750 Penalty: 2837.736816
	Iteration 29Q: 3 clusters Score -318586.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -318587.156250 Penalty: 2837.736816
	Iteration 30Q: 3 clusters Score -318587.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -318587.156250 Penalty: 2837.736816
	Iteration 31F: 3 clusters Score -318587.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (322549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322549 members 
Entering Unmasked Estep 
Score: -16415220.000000 Penalty: 2061.151611
	Iteration 0F: 2 clusters Score -1.641522e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161423 members 
Mstep: Class 2 contains 161126 members 
Entering Unmasked Estep 
Score: -16197498.000000 Penalty: 4122.303223
	Iteration 0F: 3 clusters Score -1.61975e+07 nChanged 157257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165936 members 
Mstep: Class 2 contains 156613 members 
Entering Unmasked Estep 
Score: -16293851.000000 Penalty: 4122.303223
	Iteration 1F: 3 clusters Score -1.629385e+07 nChanged 10225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169079 members 
Mstep: Class 2 contains 153470 members 
Entering Unmasked Estep 
Score: -16296786.000000 Penalty: 4122.303223
	Iteration 2Q: 3 clusters Score -1.629679e+07 nChanged 12137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173726 members 
Mstep: Class 2 contains 148823 members 
Entering Unmasked Estep 
Score: -16300974.000000 Penalty: 4122.303223
	Iteration 3Q: 3 clusters Score -1.630097e+07 nChanged 14697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180763 members 
Mstep: Class 2 contains 141786 members 
Entering Unmasked Estep 
Score: -16307149.000000 Penalty: 4122.303223
	Iteration 4Q: 3 clusters Score -1.630715e+07 nChanged 17503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190524 members 
Mstep: Class 2 contains 132025 members 
Entering Unmasked Estep 
Score: -16316075.000000 Penalty: 4122.303223
	Iteration 5F: 3 clusters Score -1.631608e+07 nChanged 19468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202550 members 
Mstep: Class 2 contains 119999 members 
Entering Unmasked Estep 
Score: -16327453.000000 Penalty: 4122.303223
	Iteration 6F: 3 clusters Score -1.632745e+07 nChanged 20468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215826 members 
Mstep: Class 2 contains 106723 members 
Entering Unmasked Estep 
Score: -16340972.000000 Penalty: 4122.303223
	Iteration 7F: 3 clusters Score -1.634097e+07 nChanged 19132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227788 members 
Mstep: Class 2 contains 94761 members 
Entering Unmasked Estep 
Score: -16354361.000000 Penalty: 4122.303223
	Iteration 8F: 3 clusters Score -1.635436e+07 nChanged 16350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236710 members 
Mstep: Class 2 contains 85839 members 
Entering Unmasked Estep 
Score: -16365978.000000 Penalty: 4122.303223
	Iteration 9F: 3 clusters Score -1.636598e+07 nChanged 13526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242718 members 
Mstep: Class 2 contains 79831 members 
Entering Unmasked Estep 
Score: -16375064.000000 Penalty: 4122.303223
	Iteration 10Q: 3 clusters Score -1.637506e+07 nChanged 10523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246823 members 
Mstep: Class 2 contains 75726 members 
Entering Unmasked Estep 
Score: -16380922.000000 Penalty: 4122.303223
	Iteration 11Q: 3 clusters Score -1.638092e+07 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250273 members 
Mstep: Class 2 contains 72276 members 
Entering Unmasked Estep 
Score: -16384472.000000 Penalty: 4122.303223
	Iteration 12Q: 3 clusters Score -1.638447e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253758 members 
Mstep: Class 2 contains 68791 members 
Entering Unmasked Estep 
Score: -16386483.000000 Penalty: 4122.303223
	Iteration 13Q: 3 clusters Score -1.638648e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257270 members 
Mstep: Class 2 contains 65279 members 
Entering Unmasked Estep 
Score: -16387997.000000 Penalty: 4122.303223
	Iteration 14Q: 3 clusters Score -1.6388e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260832 members 
Mstep: Class 2 contains 61717 members 
Entering Unmasked Estep 
Score: -16389363.000000 Penalty: 4122.303223
	Iteration 15Q: 3 clusters Score -1.638936e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264365 members 
Mstep: Class 2 contains 58184 members 
Entering Unmasked Estep 
Score: -16390480.000000 Penalty: 4122.303223
	Iteration 16Q: 3 clusters Score -1.639048e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267846 members 
Mstep: Class 2 contains 54703 members 
Entering Unmasked Estep 
Score: -16391770.000000 Penalty: 4122.303223
	Iteration 17Q: 3 clusters Score -1.639177e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271207 members 
Mstep: Class 2 contains 51342 members 
Entering Unmasked Estep 
Score: -16392867.000000 Penalty: 4122.303223
	Iteration 18Q: 3 clusters Score -1.639287e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274617 members 
Mstep: Class 2 contains 47932 members 
Entering Unmasked Estep 
Score: -16394050.000000 Penalty: 4122.303223
	Iteration 19Q: 3 clusters Score -1.639405e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277983 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -16394988.000000 Penalty: 4122.303223
	Iteration 20F: 3 clusters Score -1.639499e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281425 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -16396122.000000 Penalty: 4122.303223
	Iteration 21Q: 3 clusters Score -1.639612e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284911 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -16397309.000000 Penalty: 4122.303223
	Iteration 22Q: 3 clusters Score -1.639731e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288386 members 
Mstep: Class 2 contains 34163 members 
Entering Unmasked Estep 
Score: -16398573.000000 Penalty: 4122.303223
	Iteration 23Q: 3 clusters Score -1.639857e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291796 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -16399864.000000 Penalty: 4122.303223
	Iteration 24Q: 3 clusters Score -1.639986e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295093 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -16401284.000000 Penalty: 4122.303223
	Iteration 25Q: 3 clusters Score -1.640128e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298307 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -16402609.000000 Penalty: 4122.303223
	Iteration 26Q: 3 clusters Score -1.640261e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301375 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -16403908.000000 Penalty: 4122.303223
	Iteration 27Q: 3 clusters Score -1.640391e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304332 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -16405244.000000 Penalty: 4122.303223
	Iteration 28Q: 3 clusters Score -1.640524e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307098 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -16406582.000000 Penalty: 4122.303223
	Iteration 29Q: 3 clusters Score -1.640658e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309669 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -16407888.000000 Penalty: 4122.303223
	Iteration 30Q: 3 clusters Score -1.640789e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311887 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -16409106.000000 Penalty: 4122.303223
	Iteration 31Q: 3 clusters Score -1.640911e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313904 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -16410158.000000 Penalty: 4122.303223
	Iteration 32Q: 3 clusters Score -1.641016e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315536 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -16410882.000000 Penalty: 4122.303223
	Iteration 33Q: 3 clusters Score -1.641088e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316894 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -16411461.000000 Penalty: 4122.303223
	Iteration 34Q: 3 clusters Score -1.641146e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318014 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -16411953.000000 Penalty: 4122.303223
	Iteration 35Q: 3 clusters Score -1.641195e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318875 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -16412347.000000 Penalty: 4122.303223
	Iteration 36Q: 3 clusters Score -1.641235e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319516 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -16412600.000000 Penalty: 4122.303223
	Iteration 37Q: 3 clusters Score -1.64126e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319981 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -16412736.000000 Penalty: 4122.303223
	Iteration 38Q: 3 clusters Score -1.641274e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320342 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -16412927.000000 Penalty: 4122.303223
	Iteration 39Q: 3 clusters Score -1.641293e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320614 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -16413031.000000 Penalty: 4122.303223
	Iteration 40F: 3 clusters Score -1.641303e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320831 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -16413201.000000 Penalty: 4122.303223
	Iteration 41Q: 3 clusters Score -1.64132e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320990 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -16413300.000000 Penalty: 4122.303223
	Iteration 42Q: 3 clusters Score -1.64133e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321110 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -16413316.000000 Penalty: 4122.303223
	Iteration 43Q: 3 clusters Score -1.641332e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321203 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -16413386.000000 Penalty: 4122.303223
	Iteration 44Q: 3 clusters Score -1.641339e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321274 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -16413394.000000 Penalty: 4122.303223
	Iteration 45Q: 3 clusters Score -1.641339e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321339 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -16413437.000000 Penalty: 4122.303223
	Iteration 46Q: 3 clusters Score -1.641344e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321398 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -16413459.000000 Penalty: 4122.303223
	Iteration 47Q: 3 clusters Score -1.641346e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321440 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -16413474.000000 Penalty: 4122.303223
	Iteration 48Q: 3 clusters Score -1.641347e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321476 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -16413500.000000 Penalty: 4122.303223
	Iteration 49Q: 3 clusters Score -1.64135e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321501 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -16413537.000000 Penalty: 4122.303223
	Iteration 50Q: 3 clusters Score -1.641354e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321519 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -16413550.000000 Penalty: 4122.303223
	Iteration 51Q: 3 clusters Score -1.641355e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321526 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -16413559.000000 Penalty: 4122.303223
	Iteration 52Q: 3 clusters Score -1.641356e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321545 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -16413556.000000 Penalty: 4122.303223
	Iteration 53Q: 3 clusters Score -1.641356e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321556 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -16413550.000000 Penalty: 4122.303223
	Iteration 54Q: 3 clusters Score -1.641355e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321562 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -16413560.000000 Penalty: 4122.303223
	Iteration 55Q: 3 clusters Score -1.641356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321571 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -16413560.000000 Penalty: 4122.303223
	Iteration 56Q: 3 clusters Score -1.641356e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321577 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -16413573.000000 Penalty: 4122.303223
	Iteration 57Q: 3 clusters Score -1.641357e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321588 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -16413580.000000 Penalty: 4122.303223
	Iteration 58Q: 3 clusters Score -1.641358e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321595 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -16413571.000000 Penalty: 4122.303223
	Iteration 59Q: 3 clusters Score -1.641357e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321603 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -16413568.000000 Penalty: 4122.303223
	Iteration 60F: 3 clusters Score -1.641357e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321610 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -16413571.000000 Penalty: 4122.303223
	Iteration 61Q: 3 clusters Score -1.641357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321617 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -16413577.000000 Penalty: 4122.303223
	Iteration 62Q: 3 clusters Score -1.641358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321618 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -16413588.000000 Penalty: 4122.303223
	Iteration 63Q: 3 clusters Score -1.641359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321621 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -16413591.000000 Penalty: 4122.303223
	Iteration 64Q: 3 clusters Score -1.641359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321623 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -16413582.000000 Penalty: 4122.303223
	Iteration 65Q: 3 clusters Score -1.641358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321627 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -16413581.000000 Penalty: 4122.303223
	Iteration 66Q: 3 clusters Score -1.641358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321631 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -16413586.000000 Penalty: 4122.303223
	Iteration 67Q: 3 clusters Score -1.641359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321635 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -16413591.000000 Penalty: 4122.303223
	Iteration 68Q: 3 clusters Score -1.641359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321638 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -16413594.000000 Penalty: 4122.303223
	Iteration 69Q: 3 clusters Score -1.641359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321640 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -16413590.000000 Penalty: 4122.303223
	Iteration 70Q: 3 clusters Score -1.641359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321643 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -16413599.000000 Penalty: 4122.303223
	Iteration 71Q: 3 clusters Score -1.64136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321647 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -16413592.000000 Penalty: 4122.303223
	Iteration 72Q: 3 clusters Score -1.641359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321650 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -16413603.000000 Penalty: 4122.303223
	Iteration 73Q: 3 clusters Score -1.64136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321651 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -16413589.000000 Penalty: 4122.303223
	Iteration 74Q: 3 clusters Score -1.641359e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321659 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -16413602.000000 Penalty: 4122.303223
	Iteration 75Q: 3 clusters Score -1.64136e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321665 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -16413597.000000 Penalty: 4122.303223
	Iteration 76Q: 3 clusters Score -1.64136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321670 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -16413604.000000 Penalty: 4122.303223
	Iteration 77Q: 3 clusters Score -1.64136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321674 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -16413611.000000 Penalty: 4122.303223
	Iteration 78Q: 3 clusters Score -1.641361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321675 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -16413608.000000 Penalty: 4122.303223
	Iteration 79Q: 3 clusters Score -1.641361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321676 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -16413611.000000 Penalty: 4122.303223
	Iteration 80F: 3 clusters Score -1.641361e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Entering Unmasked Estep 
Score: -1049105.375000 Penalty: 1606.331909
	Iteration 0F: 2 clusters Score -1049105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1035632.562500 Penalty: 3212.663818
	Iteration 0F: 3 clusters Score -1035633 nChanged 8912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1040447.125000 Penalty: 3212.663818
	Iteration 1F: 3 clusters Score -1040447 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1040774.750000 Penalty: 3212.663818
	Iteration 2Q: 3 clusters Score -1040775 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1041099.125000 Penalty: 3212.663818
	Iteration 3Q: 3 clusters Score -1041099 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1041456.625000 Penalty: 3212.663818
	Iteration 4Q: 3 clusters Score -1041457 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -1041957.937500 Penalty: 3212.663818
	Iteration 5F: 3 clusters Score -1041958 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1042724.187500 Penalty: 3212.663818
	Iteration 6F: 3 clusters Score -1042724 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -1043831.875000 Penalty: 3212.663818
	Iteration 7F: 3 clusters Score -1043832 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -1045173.937500 Penalty: 3212.663818
	Iteration 8F: 3 clusters Score -1045174 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -1046356.250000 Penalty: 3212.663818
	Iteration 9F: 3 clusters Score -1046356 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -1047035.000000 Penalty: 3212.663818
	Iteration 10Q: 3 clusters Score -1047035 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -1047386.812500 Penalty: 3212.663818
	Iteration 11Q: 3 clusters Score -1047387 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -1047529.312500 Penalty: 3212.663818
	Iteration 12Q: 3 clusters Score -1047529 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -1047596.437500 Penalty: 3212.663818
	Iteration 13Q: 3 clusters Score -1047596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -1047624.312500 Penalty: 3212.663818
	Iteration 14Q: 3 clusters Score -1047624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -1047648.062500 Penalty: 3212.663818
	Iteration 15Q: 3 clusters Score -1047648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -1047660.000000 Penalty: 3212.663818
	Iteration 16Q: 3 clusters Score -1047660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -1047669.750000 Penalty: 3212.663818
	Iteration 17Q: 3 clusters Score -1047670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -1047680.125000 Penalty: 3212.663818
	Iteration 18Q: 3 clusters Score -1047680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -1047685.750000 Penalty: 3212.663818
	Iteration 19Q: 3 clusters Score -1047686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -1047697.812500 Penalty: 3212.663818
	Iteration 20F: 3 clusters Score -1047698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -1047705.250000 Penalty: 3212.663818
	Iteration 21Q: 3 clusters Score -1047705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -1047712.437500 Penalty: 3212.663818
	Iteration 22Q: 3 clusters Score -1047712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -1047714.062500 Penalty: 3212.663818
	Iteration 23Q: 3 clusters Score -1047714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -1047714.375000 Penalty: 3212.663818
	Iteration 24Q: 3 clusters Score -1047714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -1047714.375000 Penalty: 3212.663818
	Iteration 25F: 3 clusters Score -1047714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Entering Unmasked Estep 
Score: -738587.187500 Penalty: 1552.663330
	Iteration 0F: 2 clusters Score -738587.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -728793.750000 Penalty: 3105.326660
	Iteration 0F: 3 clusters Score -728793.8 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -732198.125000 Penalty: 3105.326660
	Iteration 1F: 3 clusters Score -732198.1 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -732485.937500 Penalty: 3105.326660
	Iteration 2F: 3 clusters Score -732485.9 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -732717.375000 Penalty: 3105.326660
	Iteration 3Q: 3 clusters Score -732717.4 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -732903.937500 Penalty: 3105.326660
	Iteration 4Q: 3 clusters Score -732903.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -733046.250000 Penalty: 3105.326660
	Iteration 5Q: 3 clusters Score -733046.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -733162.875000 Penalty: 3105.326660
	Iteration 6Q: 3 clusters Score -733162.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -733270.687500 Penalty: 3105.326660
	Iteration 7Q: 3 clusters Score -733270.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -733396.937500 Penalty: 3105.326660
	Iteration 8Q: 3 clusters Score -733396.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -733542.125000 Penalty: 3105.326660
	Iteration 9Q: 3 clusters Score -733542.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -733726.375000 Penalty: 3105.326660
	Iteration 10Q: 3 clusters Score -733726.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -733952.625000 Penalty: 3105.326660
	Iteration 11Q: 3 clusters Score -733952.6 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -734243.000000 Penalty: 3105.326660
	Iteration 12Q: 3 clusters Score -734243 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -734630.750000 Penalty: 3105.326660
	Iteration 13Q: 3 clusters Score -734630.8 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -735048.000000 Penalty: 3105.326660
	Iteration 14Q: 3 clusters Score -735048 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -735484.000000 Penalty: 3105.326660
	Iteration 15Q: 3 clusters Score -735484 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -735880.687500 Penalty: 3105.326660
	Iteration 16Q: 3 clusters Score -735880.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -736174.562500 Penalty: 3105.326660
	Iteration 17Q: 3 clusters Score -736174.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -736428.500000 Penalty: 3105.326660
	Iteration 18Q: 3 clusters Score -736428.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -736634.937500 Penalty: 3105.326660
	Iteration 19Q: 3 clusters Score -736634.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -736761.812500 Penalty: 3105.326660
	Iteration 20F: 3 clusters Score -736761.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -736843.250000 Penalty: 3105.326660
	Iteration 21Q: 3 clusters Score -736843.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -736899.937500 Penalty: 3105.326660
	Iteration 22Q: 3 clusters Score -736899.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -736942.875000 Penalty: 3105.326660
	Iteration 23Q: 3 clusters Score -736942.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -736978.750000 Penalty: 3105.326660
	Iteration 24Q: 3 clusters Score -736978.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -737009.125000 Penalty: 3105.326660
	Iteration 25Q: 3 clusters Score -737009.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -737040.687500 Penalty: 3105.326660
	Iteration 26Q: 3 clusters Score -737040.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -737074.812500 Penalty: 3105.326660
	Iteration 27Q: 3 clusters Score -737074.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -737098.250000 Penalty: 3105.326660
	Iteration 28Q: 3 clusters Score -737098.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -737123.187500 Penalty: 3105.326660
	Iteration 29Q: 3 clusters Score -737123.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -737139.500000 Penalty: 3105.326660
	Iteration 30Q: 3 clusters Score -737139.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -737149.812500 Penalty: 3105.326660
	Iteration 31Q: 3 clusters Score -737149.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -737172.187500 Penalty: 3105.326660
	Iteration 32Q: 3 clusters Score -737172.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -737185.625000 Penalty: 3105.326660
	Iteration 33Q: 3 clusters Score -737185.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -737196.812500 Penalty: 3105.326660
	Iteration 34Q: 3 clusters Score -737196.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -737206.750000 Penalty: 3105.326660
	Iteration 35Q: 3 clusters Score -737206.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -737214.875000 Penalty: 3105.326660
	Iteration 36Q: 3 clusters Score -737214.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -737221.625000 Penalty: 3105.326660
	Iteration 37Q: 3 clusters Score -737221.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -737227.750000 Penalty: 3105.326660
	Iteration 38Q: 3 clusters Score -737227.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -737237.562500 Penalty: 3105.326660
	Iteration 39Q: 3 clusters Score -737237.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -737239.062500 Penalty: 3105.326660
	Iteration 40F: 3 clusters Score -737239.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -737241.812500 Penalty: 3105.326660
	Iteration 41Q: 3 clusters Score -737241.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -737243.750000 Penalty: 3105.326660
	Iteration 42Q: 3 clusters Score -737243.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -737247.750000 Penalty: 3105.326660
	Iteration 43Q: 3 clusters Score -737247.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -737249.562500 Penalty: 3105.326660
	Iteration 44Q: 3 clusters Score -737249.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -737253.125000 Penalty: 3105.326660
	Iteration 45Q: 3 clusters Score -737253.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -737253.500000 Penalty: 3105.326660
	Iteration 46Q: 3 clusters Score -737253.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -737256.437500 Penalty: 3105.326660
	Iteration 47Q: 3 clusters Score -737256.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -737256.062500 Penalty: 3105.326660
	Iteration 48Q: 3 clusters Score -737256.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -737258.875000 Penalty: 3105.326660
	Iteration 49Q: 3 clusters Score -737258.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -737259.125000 Penalty: 3105.326660
	Iteration 50Q: 3 clusters Score -737259.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -737259.687500 Penalty: 3105.326660
	Iteration 51Q: 3 clusters Score -737259.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -737259.687500 Penalty: 3105.326660
	Iteration 52Q: 3 clusters Score -737259.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -737259.687500 Penalty: 3105.326660
	Iteration 53F: 3 clusters Score -737259.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 3513 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 12868 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1840 members 
Mstep: Class 11 contains 4938 members 
Mstep: Class 13 contains 33625 members 
Mstep: Class 14 contains 4872 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1888 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322549 members 
Mstep: Class 23 contains 19636 members 
Mstep: Class 24 contains 14113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164930.000000 Penalty: 36036.289062
Iteration 119Q: 18 clusters Score -2.316493e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 3513 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 12877 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1844 members 
Mstep: Class 11 contains 4940 members 
Mstep: Class 13 contains 33626 members 
Mstep: Class 14 contains 4852 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1887 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322549 members 
Mstep: Class 23 contains 19636 members 
Mstep: Class 24 contains 14113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164896.000000 Penalty: 36036.289062
Iteration 120F: 18 clusters Score -2.31649e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 3513 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 12877 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1848 members 
Mstep: Class 11 contains 4942 members 
Mstep: Class 13 contains 33626 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1887 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322550 members 
Mstep: Class 23 contains 19636 members 
Mstep: Class 24 contains 14113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164896.000000 Penalty: 36036.289062
Iteration 121Q: 18 clusters Score -2.31649e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 3513 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 12880 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1853 members 
Mstep: Class 11 contains 4945 members 
Mstep: Class 13 contains 33626 members 
Mstep: Class 14 contains 4829 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1887 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322549 members 
Mstep: Class 23 contains 19636 members 
Mstep: Class 24 contains 14113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164896.000000 Penalty: 36036.289062
Iteration 122Q: 18 clusters Score -2.31649e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 3513 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 12884 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1860 members 
Mstep: Class 11 contains 4949 members 
Mstep: Class 13 contains 33626 members 
Mstep: Class 14 contains 4820 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1887 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322544 members 
Mstep: Class 23 contains 19635 members 
Mstep: Class 24 contains 14113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164928.000000 Penalty: 36036.289062
Iteration 123Q: 18 clusters Score -2.316493e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 3513 members 
Mstep: Class 3 contains 7844 members 
Mstep: Class 4 contains 12890 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1863 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 13 contains 33626 members 
Mstep: Class 14 contains 4810 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1887 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322540 members 
Mstep: Class 23 contains 19635 members 
Mstep: Class 24 contains 14113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164914.000000 Penalty: 36036.289062
Iteration 124Q: 18 clusters Score -2.316491e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3513 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 12893 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1868 members 
Mstep: Class 11 contains 4959 members 
Mstep: Class 13 contains 33626 members 
Mstep: Class 14 contains 4794 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1887 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322540 members 
Mstep: Class 23 contains 19635 members 
Mstep: Class 24 contains 14113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164900.000000 Penalty: 36036.289062
Iteration 125Q: 18 clusters Score -2.31649e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 3513 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 12895 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1871 members 
Mstep: Class 11 contains 4964 members 
Mstep: Class 13 contains 33625 members 
Mstep: Class 14 contains 4781 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1887 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322547 members 
Mstep: Class 23 contains 19634 members 
Mstep: Class 24 contains 14113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164904.000000 Penalty: 36036.289062
Iteration 126Q: 18 clusters Score -2.31649e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 3513 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 12900 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1874 members 
Mstep: Class 11 contains 4972 members 
Mstep: Class 13 contains 33625 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1887 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322540 members 
Mstep: Class 23 contains 19634 members 
Mstep: Class 24 contains 14113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164902.000000 Penalty: 36036.289062
Iteration 127Q: 18 clusters Score -2.31649e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 12898 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1878 members 
Mstep: Class 11 contains 4984 members 
Mstep: Class 13 contains 33625 members 
Mstep: Class 14 contains 4769 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1887 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322529 members 
Mstep: Class 23 contains 19634 members 
Mstep: Class 24 contains 14113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164900.000000 Penalty: 36036.289062
Iteration 128Q: 18 clusters Score -2.31649e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 12901 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1879 members 
Mstep: Class 11 contains 4994 members 
Mstep: Class 13 contains 33625 members 
Mstep: Class 14 contains 4765 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1887 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322518 members 
Mstep: Class 23 contains 19634 members 
Mstep: Class 24 contains 14113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164894.000000 Penalty: 36036.289062
Iteration 129Q: 18 clusters Score -2.316489e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 12908 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1881 members 
Mstep: Class 11 contains 5004 members 
Mstep: Class 13 contains 33625 members 
Mstep: Class 14 contains 4759 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1887 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322505 members 
Mstep: Class 23 contains 19634 members 
Mstep: Class 24 contains 14113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164896.000000 Penalty: 36036.289062
Iteration 130Q: 18 clusters Score -2.31649e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7846 members 
Mstep: Class 4 contains 12913 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1882 members 
Mstep: Class 11 contains 5022 members 
Mstep: Class 13 contains 33624 members 
Mstep: Class 14 contains 4755 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1886 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322486 members 
Mstep: Class 23 contains 19634 members 
Mstep: Class 24 contains 14113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164876.000000 Penalty: 36036.289062
Iteration 131Q: 18 clusters Score -2.316488e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7847 members 
Mstep: Class 4 contains 12911 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1886 members 
Mstep: Class 11 contains 5032 members 
Mstep: Class 13 contains 33624 members 
Mstep: Class 14 contains 4752 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1886 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322477 members 
Mstep: Class 23 contains 19634 members 
Mstep: Class 24 contains 14112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164886.000000 Penalty: 36036.289062
Iteration 132Q: 18 clusters Score -2.316489e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7847 members 
Mstep: Class 4 contains 12908 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1891 members 
Mstep: Class 11 contains 5043 members 
Mstep: Class 13 contains 33624 members 
Mstep: Class 14 contains 4748 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1886 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322469 members 
Mstep: Class 23 contains 19633 members 
Mstep: Class 24 contains 14112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164898.000000 Penalty: 36036.289062
Iteration 133Q: 18 clusters Score -2.31649e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7847 members 
Mstep: Class 4 contains 12911 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1892 members 
Mstep: Class 11 contains 5052 members 
Mstep: Class 13 contains 33624 members 
Mstep: Class 14 contains 4743 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1886 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322463 members 
Mstep: Class 23 contains 19633 members 
Mstep: Class 24 contains 14110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164886.000000 Penalty: 36036.289062
Iteration 134Q: 18 clusters Score -2.316489e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7847 members 
Mstep: Class 4 contains 12912 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1894 members 
Mstep: Class 11 contains 5059 members 
Mstep: Class 13 contains 33624 members 
Mstep: Class 14 contains 4737 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1886 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322460 members 
Mstep: Class 23 contains 19634 members 
Mstep: Class 24 contains 14108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164876.000000 Penalty: 36036.289062
Iteration 135Q: 18 clusters Score -2.316488e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7847 members 
Mstep: Class 4 contains 12911 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1894 members 
Mstep: Class 11 contains 5070 members 
Mstep: Class 13 contains 33624 members 
Mstep: Class 14 contains 4734 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322456 members 
Mstep: Class 23 contains 19634 members 
Mstep: Class 24 contains 14106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164876.000000 Penalty: 36036.289062
Iteration 136Q: 18 clusters Score -2.316488e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7847 members 
Mstep: Class 4 contains 12914 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1894 members 
Mstep: Class 11 contains 5078 members 
Mstep: Class 13 contains 33624 members 
Mstep: Class 14 contains 4730 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322449 members 
Mstep: Class 23 contains 19634 members 
Mstep: Class 24 contains 14106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164864.000000 Penalty: 36036.289062
Iteration 137Q: 18 clusters Score -2.316486e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7847 members 
Mstep: Class 4 contains 12915 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1895 members 
Mstep: Class 11 contains 5079 members 
Mstep: Class 13 contains 33625 members 
Mstep: Class 14 contains 4724 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322453 members 
Mstep: Class 23 contains 19634 members 
Mstep: Class 24 contains 14105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164854.000000 Penalty: 36036.289062
Iteration 138Q: 18 clusters Score -2.316485e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7847 members 
Mstep: Class 4 contains 12914 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1896 members 
Mstep: Class 11 contains 5084 members 
Mstep: Class 13 contains 33625 members 
Mstep: Class 14 contains 4719 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322455 members 
Mstep: Class 23 contains 19633 members 
Mstep: Class 24 contains 14104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164850.000000 Penalty: 36036.289062
Iteration 139Q: 18 clusters Score -2.316485e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7847 members 
Mstep: Class 4 contains 12917 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1897 members 
Mstep: Class 11 contains 5088 members 
Mstep: Class 13 contains 33625 members 
Mstep: Class 14 contains 4713 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322456 members 
Mstep: Class 23 contains 19630 members 
Mstep: Class 24 contains 14104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164862.000000 Penalty: 36036.289062
Iteration 140F: 18 clusters Score -2.316486e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7847 members 
Mstep: Class 4 contains 12919 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1899 members 
Mstep: Class 11 contains 5091 members 
Mstep: Class 13 contains 33625 members 
Mstep: Class 14 contains 4706 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322456 members 
Mstep: Class 23 contains 19630 members 
Mstep: Class 24 contains 14104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164874.000000 Penalty: 36036.289062
Iteration 141Q: 18 clusters Score -2.316487e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7847 members 
Mstep: Class 4 contains 12923 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1899 members 
Mstep: Class 11 contains 5091 members 
Mstep: Class 13 contains 33625 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322457 members 
Mstep: Class 23 contains 19630 members 
Mstep: Class 24 contains 14104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164882.000000 Penalty: 36036.289062
Iteration 142Q: 18 clusters Score -2.316488e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7847 members 
Mstep: Class 4 contains 12929 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1899 members 
Mstep: Class 11 contains 5091 members 
Mstep: Class 13 contains 33625 members 
Mstep: Class 14 contains 4693 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322459 members 
Mstep: Class 23 contains 19630 members 
Mstep: Class 24 contains 14104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164870.000000 Penalty: 36036.289062
Iteration 143Q: 18 clusters Score -2.316487e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7847 members 
Mstep: Class 4 contains 12933 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1899 members 
Mstep: Class 11 contains 5091 members 
Mstep: Class 13 contains 33625 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322466 members 
Mstep: Class 23 contains 19630 members 
Mstep: Class 24 contains 14104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164862.000000 Penalty: 36036.289062
Iteration 144Q: 18 clusters Score -2.316486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7847 members 
Mstep: Class 4 contains 12937 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1899 members 
Mstep: Class 11 contains 5091 members 
Mstep: Class 13 contains 33624 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322467 members 
Mstep: Class 23 contains 19630 members 
Mstep: Class 24 contains 14104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164876.000000 Penalty: 36036.289062
Iteration 145Q: 18 clusters Score -2.316488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7847 members 
Mstep: Class 4 contains 12939 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1900 members 
Mstep: Class 11 contains 5091 members 
Mstep: Class 13 contains 33624 members 
Mstep: Class 14 contains 4673 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322469 members 
Mstep: Class 23 contains 19630 members 
Mstep: Class 24 contains 14104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164888.000000 Penalty: 36036.289062
Iteration 146Q: 18 clusters Score -2.316489e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7847 members 
Mstep: Class 4 contains 12945 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1901 members 
Mstep: Class 11 contains 5091 members 
Mstep: Class 13 contains 33624 members 
Mstep: Class 14 contains 4660 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322475 members 
Mstep: Class 23 contains 19630 members 
Mstep: Class 24 contains 14104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164864.000000 Penalty: 36036.289062
Iteration 147Q: 18 clusters Score -2.316486e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7847 members 
Mstep: Class 4 contains 12947 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1901 members 
Mstep: Class 11 contains 5091 members 
Mstep: Class 13 contains 33624 members 
Mstep: Class 14 contains 4653 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322480 members 
Mstep: Class 23 contains 19630 members 
Mstep: Class 24 contains 14104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164848.000000 Penalty: 36036.289062
Iteration 148Q: 18 clusters Score -2.316485e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7846 members 
Mstep: Class 4 contains 12952 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1901 members 
Mstep: Class 11 contains 5091 members 
Mstep: Class 13 contains 33623 members 
Mstep: Class 14 contains 4642 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 1884 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322489 members 
Mstep: Class 23 contains 19630 members 
Mstep: Class 24 contains 14104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164870.000000 Penalty: 36036.289062
Iteration 149Q: 18 clusters Score -2.316487e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 12957 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1901 members 
Mstep: Class 11 contains 5091 members 
Mstep: Class 13 contains 33621 members 
Mstep: Class 14 contains 4633 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 1884 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322496 members 
Mstep: Class 23 contains 19630 members 
Mstep: Class 24 contains 14104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164860.000000 Penalty: 36036.289062
Iteration 150Q: 18 clusters Score -2.316486e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 12967 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1901 members 
Mstep: Class 11 contains 5091 members 
Mstep: Class 13 contains 33619 members 
Mstep: Class 14 contains 4613 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 1884 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322508 members 
Mstep: Class 23 contains 19630 members 
Mstep: Class 24 contains 14104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164834.000000 Penalty: 36036.289062
Iteration 151Q: 18 clusters Score -2.316483e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 12976 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1902 members 
Mstep: Class 11 contains 5091 members 
Mstep: Class 13 contains 33614 members 
Mstep: Class 14 contains 4596 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 1884 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322520 members 
Mstep: Class 23 contains 19630 members 
Mstep: Class 24 contains 14104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164830.000000 Penalty: 36036.289062
Iteration 152Q: 18 clusters Score -2.316483e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 12984 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1903 members 
Mstep: Class 11 contains 5092 members 
Mstep: Class 13 contains 33615 members 
Mstep: Class 14 contains 4582 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322522 members 
Mstep: Class 23 contains 19630 members 
Mstep: Class 24 contains 14104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164830.000000 Penalty: 36036.289062
Iteration 153Q: 18 clusters Score -2.316483e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 12989 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1904 members 
Mstep: Class 11 contains 5093 members 
Mstep: Class 13 contains 33615 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322527 members 
Mstep: Class 23 contains 19629 members 
Mstep: Class 24 contains 14103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164832.000000 Penalty: 36036.289062
Iteration 154Q: 18 clusters Score -2.316483e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 12990 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1907 members 
Mstep: Class 11 contains 5094 members 
Mstep: Class 13 contains 33614 members 
Mstep: Class 14 contains 4561 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322534 members 
Mstep: Class 23 contains 19629 members 
Mstep: Class 24 contains 14103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164810.000000 Penalty: 36036.289062
Iteration 155Q: 18 clusters Score -2.316481e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 12992 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1910 members 
Mstep: Class 11 contains 5095 members 
Mstep: Class 13 contains 33614 members 
Mstep: Class 14 contains 4554 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322537 members 
Mstep: Class 23 contains 19627 members 
Mstep: Class 24 contains 14103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164804.000000 Penalty: 36036.289062
Iteration 156Q: 18 clusters Score -2.31648e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 12994 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1913 members 
Mstep: Class 11 contains 5095 members 
Mstep: Class 13 contains 33614 members 
Mstep: Class 14 contains 4546 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322543 members 
Mstep: Class 23 contains 19624 members 
Mstep: Class 24 contains 14103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164814.000000 Penalty: 36036.289062
Iteration 157Q: 18 clusters Score -2.316481e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 12999 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1913 members 
Mstep: Class 11 contains 5095 members 
Mstep: Class 13 contains 33614 members 
Mstep: Class 14 contains 4543 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322545 members 
Mstep: Class 23 contains 19620 members 
Mstep: Class 24 contains 14103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164826.000000 Penalty: 36036.289062
Iteration 158Q: 18 clusters Score -2.316483e+07 nChanged 10
Entering ConstructFrom: 
Score: -23164826.000000 Penalty: 36036.289062
Entering ConstructFrom: 
Trying to split cluster 1 (7234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Entering Unmasked Estep 
Score: -404599.343750 Penalty: 1444.063843
	Iteration 0F: 2 clusters Score -404599.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -399148.750000 Penalty: 2888.127686
	Iteration 0F: 3 clusters Score -399148.8 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -400698.125000 Penalty: 2888.127686
	Iteration 1F: 3 clusters Score -400698.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -400890.937500 Penalty: 2888.127686
	Iteration 2F: 3 clusters Score -400890.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -401023.656250 Penalty: 2888.127686
	Iteration 3Q: 3 clusters Score -401023.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -401124.656250 Penalty: 2888.127686
	Iteration 4Q: 3 clusters Score -401124.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -401201.687500 Penalty: 2888.127686
	Iteration 5Q: 3 clusters Score -401201.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -401268.156250 Penalty: 2888.127686
	Iteration 6Q: 3 clusters Score -401268.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -401323.812500 Penalty: 2888.127686
	Iteration 7Q: 3 clusters Score -401323.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -401375.250000 Penalty: 2888.127686
	Iteration 8Q: 3 clusters Score -401375.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -401413.312500 Penalty: 2888.127686
	Iteration 9Q: 3 clusters Score -401413.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -401450.875000 Penalty: 2888.127686
	Iteration 10Q: 3 clusters Score -401450.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -401487.968750 Penalty: 2888.127686
	Iteration 11Q: 3 clusters Score -401488 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -401526.562500 Penalty: 2888.127686
	Iteration 12Q: 3 clusters Score -401526.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -401565.093750 Penalty: 2888.127686
	Iteration 13Q: 3 clusters Score -401565.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -401604.593750 Penalty: 2888.127686
	Iteration 14Q: 3 clusters Score -401604.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -401648.343750 Penalty: 2888.127686
	Iteration 15Q: 3 clusters Score -401648.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -401703.625000 Penalty: 2888.127686
	Iteration 16Q: 3 clusters Score -401703.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -401765.375000 Penalty: 2888.127686
	Iteration 17Q: 3 clusters Score -401765.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -401845.093750 Penalty: 2888.127686
	Iteration 18Q: 3 clusters Score -401845.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -401942.968750 Penalty: 2888.127686
	Iteration 19Q: 3 clusters Score -401943 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -402059.312500 Penalty: 2888.127686
	Iteration 20F: 3 clusters Score -402059.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -402193.062500 Penalty: 2888.127686
	Iteration 21Q: 3 clusters Score -402193.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -402350.500000 Penalty: 2888.127686
	Iteration 22Q: 3 clusters Score -402350.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -402499.843750 Penalty: 2888.127686
	Iteration 23Q: 3 clusters Score -402499.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -402616.343750 Penalty: 2888.127686
	Iteration 24Q: 3 clusters Score -402616.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -402716.812500 Penalty: 2888.127686
	Iteration 25Q: 3 clusters Score -402716.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -402817.812500 Penalty: 2888.127686
	Iteration 26Q: 3 clusters Score -402817.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -402922.593750 Penalty: 2888.127686
	Iteration 27Q: 3 clusters Score -402922.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -402997.812500 Penalty: 2888.127686
	Iteration 28Q: 3 clusters Score -402997.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -403047.593750 Penalty: 2888.127686
	Iteration 29Q: 3 clusters Score -403047.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -403072.656250 Penalty: 2888.127686
	Iteration 30Q: 3 clusters Score -403072.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -403101.656250 Penalty: 2888.127686
	Iteration 31Q: 3 clusters Score -403101.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -403126.906250 Penalty: 2888.127686
	Iteration 32Q: 3 clusters Score -403126.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -403142.250000 Penalty: 2888.127686
	Iteration 33Q: 3 clusters Score -403142.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -403155.781250 Penalty: 2888.127686
	Iteration 34Q: 3 clusters Score -403155.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -403170.750000 Penalty: 2888.127686
	Iteration 35Q: 3 clusters Score -403170.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -403188.687500 Penalty: 2888.127686
	Iteration 36Q: 3 clusters Score -403188.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -403202.093750 Penalty: 2888.127686
	Iteration 37Q: 3 clusters Score -403202.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -403215.312500 Penalty: 2888.127686
	Iteration 38Q: 3 clusters Score -403215.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -403226.218750 Penalty: 2888.127686
	Iteration 39Q: 3 clusters Score -403226.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -403242.062500 Penalty: 2888.127686
	Iteration 40F: 3 clusters Score -403242.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -403256.218750 Penalty: 2888.127686
	Iteration 41Q: 3 clusters Score -403256.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -403267.656250 Penalty: 2888.127686
	Iteration 42Q: 3 clusters Score -403267.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -403279.500000 Penalty: 2888.127686
	Iteration 43Q: 3 clusters Score -403279.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -403288.312500 Penalty: 2888.127686
	Iteration 44Q: 3 clusters Score -403288.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -403292.781250 Penalty: 2888.127686
	Iteration 45Q: 3 clusters Score -403292.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -403297.000000 Penalty: 2888.127686
	Iteration 46Q: 3 clusters Score -403297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -403301.437500 Penalty: 2888.127686
	Iteration 47Q: 3 clusters Score -403301.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -403306.218750 Penalty: 2888.127686
	Iteration 48Q: 3 clusters Score -403306.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -403308.218750 Penalty: 2888.127686
	Iteration 49Q: 3 clusters Score -403308.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -403310.156250 Penalty: 2888.127686
	Iteration 50Q: 3 clusters Score -403310.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -403312.218750 Penalty: 2888.127686
	Iteration 51Q: 3 clusters Score -403312.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -403312.968750 Penalty: 2888.127686
	Iteration 52Q: 3 clusters Score -403313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -403314.000000 Penalty: 2888.127686
	Iteration 53Q: 3 clusters Score -403314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -403313.687500 Penalty: 2888.127686
	Iteration 54Q: 3 clusters Score -403313.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -403314.625000 Penalty: 2888.127686
	Iteration 55Q: 3 clusters Score -403314.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -403314.812500 Penalty: 2888.127686
	Iteration 56Q: 3 clusters Score -403314.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -403316.031250 Penalty: 2888.127686
	Iteration 57Q: 3 clusters Score -403316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -403316.687500 Penalty: 2888.127686
	Iteration 58Q: 3 clusters Score -403316.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -403317.187500 Penalty: 2888.127686
	Iteration 59Q: 3 clusters Score -403317.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -403317.187500 Penalty: 2888.127686
	Iteration 60F: 3 clusters Score -403317.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Entering Unmasked Estep 
Score: -182345.796875 Penalty: 1326.640503
	Iteration 0F: 2 clusters Score -182345.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -179324.312500 Penalty: 2653.281006
	Iteration 0F: 3 clusters Score -179324.3 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -179990.328125 Penalty: 2653.281006
	Iteration 1F: 3 clusters Score -179990.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -180145.312500 Penalty: 2653.281006
	Iteration 2F: 3 clusters Score -180145.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -180259.078125 Penalty: 2653.281006
	Iteration 3F: 3 clusters Score -180259.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -180358.812500 Penalty: 2653.281006
	Iteration 4Q: 3 clusters Score -180358.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -180431.906250 Penalty: 2653.281006
	Iteration 5Q: 3 clusters Score -180431.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -180486.968750 Penalty: 2653.281006
	Iteration 6Q: 3 clusters Score -180487 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -180533.671875 Penalty: 2653.281006
	Iteration 7Q: 3 clusters Score -180533.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -180583.187500 Penalty: 2653.281006
	Iteration 8Q: 3 clusters Score -180583.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -180639.718750 Penalty: 2653.281006
	Iteration 9Q: 3 clusters Score -180639.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -180696.859375 Penalty: 2653.281006
	Iteration 10Q: 3 clusters Score -180696.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -180734.296875 Penalty: 2653.281006
	Iteration 11Q: 3 clusters Score -180734.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -180765.031250 Penalty: 2653.281006
	Iteration 12Q: 3 clusters Score -180765 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -180790.531250 Penalty: 2653.281006
	Iteration 13Q: 3 clusters Score -180790.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -180818.796875 Penalty: 2653.281006
	Iteration 14Q: 3 clusters Score -180818.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -180844.375000 Penalty: 2653.281006
	Iteration 15Q: 3 clusters Score -180844.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -180865.093750 Penalty: 2653.281006
	Iteration 16Q: 3 clusters Score -180865.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -180886.984375 Penalty: 2653.281006
	Iteration 17Q: 3 clusters Score -180887 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -180908.656250 Penalty: 2653.281006
	Iteration 18Q: 3 clusters Score -180908.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -180924.062500 Penalty: 2653.281006
	Iteration 19Q: 3 clusters Score -180924.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -180942.812500 Penalty: 2653.281006
	Iteration 20F: 3 clusters Score -180942.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -180958.796875 Penalty: 2653.281006
	Iteration 21Q: 3 clusters Score -180958.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -180976.203125 Penalty: 2653.281006
	Iteration 22Q: 3 clusters Score -180976.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -180989.000000 Penalty: 2653.281006
	Iteration 23Q: 3 clusters Score -180989 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -180999.750000 Penalty: 2653.281006
	Iteration 24Q: 3 clusters Score -180999.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -181007.671875 Penalty: 2653.281006
	Iteration 25Q: 3 clusters Score -181007.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -181018.312500 Penalty: 2653.281006
	Iteration 26Q: 3 clusters Score -181018.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -181028.062500 Penalty: 2653.281006
	Iteration 27Q: 3 clusters Score -181028.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -181037.812500 Penalty: 2653.281006
	Iteration 28Q: 3 clusters Score -181037.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -181046.750000 Penalty: 2653.281006
	Iteration 29Q: 3 clusters Score -181046.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -181054.593750 Penalty: 2653.281006
	Iteration 30Q: 3 clusters Score -181054.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -181061.656250 Penalty: 2653.281006
	Iteration 31Q: 3 clusters Score -181061.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -181066.281250 Penalty: 2653.281006
	Iteration 32Q: 3 clusters Score -181066.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -181068.953125 Penalty: 2653.281006
	Iteration 33Q: 3 clusters Score -181069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -181071.015625 Penalty: 2653.281006
	Iteration 34Q: 3 clusters Score -181071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -181072.015625 Penalty: 2653.281006
	Iteration 35Q: 3 clusters Score -181072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -181072.890625 Penalty: 2653.281006
	Iteration 36Q: 3 clusters Score -181072.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -181073.750000 Penalty: 2653.281006
	Iteration 37Q: 3 clusters Score -181073.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -181073.734375 Penalty: 2653.281006
	Iteration 38Q: 3 clusters Score -181073.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -181073.734375 Penalty: 2653.281006
	Iteration 39F: 3 clusters Score -181073.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Entering Unmasked Estep 
Score: -429441.343750 Penalty: 1457.240112
	Iteration 0F: 2 clusters Score -429441.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -423737.000000 Penalty: 2914.480225
	Iteration 0F: 3 clusters Score -423737 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -425482.468750 Penalty: 2914.480225
	Iteration 1F: 3 clusters Score -425482.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -425671.281250 Penalty: 2914.480225
	Iteration 2F: 3 clusters Score -425671.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -425799.968750 Penalty: 2914.480225
	Iteration 3Q: 3 clusters Score -425800 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -425913.031250 Penalty: 2914.480225
	Iteration 4Q: 3 clusters Score -425913 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -426042.218750 Penalty: 2914.480225
	Iteration 5Q: 3 clusters Score -426042.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -426168.312500 Penalty: 2914.480225
	Iteration 6Q: 3 clusters Score -426168.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -426286.156250 Penalty: 2914.480225
	Iteration 7Q: 3 clusters Score -426286.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -426392.125000 Penalty: 2914.480225
	Iteration 8Q: 3 clusters Score -426392.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -426509.125000 Penalty: 2914.480225
	Iteration 9Q: 3 clusters Score -426509.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -426642.437500 Penalty: 2914.480225
	Iteration 10Q: 3 clusters Score -426642.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -426809.500000 Penalty: 2914.480225
	Iteration 11Q: 3 clusters Score -426809.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -426977.375000 Penalty: 2914.480225
	Iteration 12Q: 3 clusters Score -426977.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -427123.312500 Penalty: 2914.480225
	Iteration 13Q: 3 clusters Score -427123.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -427233.500000 Penalty: 2914.480225
	Iteration 14Q: 3 clusters Score -427233.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -427303.625000 Penalty: 2914.480225
	Iteration 15Q: 3 clusters Score -427303.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -427370.437500 Penalty: 2914.480225
	Iteration 16Q: 3 clusters Score -427370.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -427421.125000 Penalty: 2914.480225
	Iteration 17Q: 3 clusters Score -427421.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -427457.843750 Penalty: 2914.480225
	Iteration 18Q: 3 clusters Score -427457.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -427482.250000 Penalty: 2914.480225
	Iteration 19Q: 3 clusters Score -427482.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -427507.343750 Penalty: 2914.480225
	Iteration 20F: 3 clusters Score -427507.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -427540.906250 Penalty: 2914.480225
	Iteration 21Q: 3 clusters Score -427540.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -427580.937500 Penalty: 2914.480225
	Iteration 22Q: 3 clusters Score -427580.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -427613.125000 Penalty: 2914.480225
	Iteration 23Q: 3 clusters Score -427613.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -427637.187500 Penalty: 2914.480225
	Iteration 24Q: 3 clusters Score -427637.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -427656.750000 Penalty: 2914.480225
	Iteration 25Q: 3 clusters Score -427656.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -427670.125000 Penalty: 2914.480225
	Iteration 26Q: 3 clusters Score -427670.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -427685.062500 Penalty: 2914.480225
	Iteration 27Q: 3 clusters Score -427685.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -427698.250000 Penalty: 2914.480225
	Iteration 28Q: 3 clusters Score -427698.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -427705.375000 Penalty: 2914.480225
	Iteration 29Q: 3 clusters Score -427705.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -427710.343750 Penalty: 2914.480225
	Iteration 30Q: 3 clusters Score -427710.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -427714.625000 Penalty: 2914.480225
	Iteration 31Q: 3 clusters Score -427714.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -427721.218750 Penalty: 2914.480225
	Iteration 32Q: 3 clusters Score -427721.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -427729.093750 Penalty: 2914.480225
	Iteration 33Q: 3 clusters Score -427729.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -427739.687500 Penalty: 2914.480225
	Iteration 34Q: 3 clusters Score -427739.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -427750.750000 Penalty: 2914.480225
	Iteration 35Q: 3 clusters Score -427750.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -427763.437500 Penalty: 2914.480225
	Iteration 36Q: 3 clusters Score -427763.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -427775.281250 Penalty: 2914.480225
	Iteration 37Q: 3 clusters Score -427775.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -427792.781250 Penalty: 2914.480225
	Iteration 38Q: 3 clusters Score -427792.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -427811.781250 Penalty: 2914.480225
	Iteration 39Q: 3 clusters Score -427811.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -427828.781250 Penalty: 2914.480225
	Iteration 40F: 3 clusters Score -427828.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -427845.593750 Penalty: 2914.480225
	Iteration 41Q: 3 clusters Score -427845.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -427862.218750 Penalty: 2914.480225
	Iteration 42Q: 3 clusters Score -427862.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -427875.843750 Penalty: 2914.480225
	Iteration 43Q: 3 clusters Score -427875.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -427895.562500 Penalty: 2914.480225
	Iteration 44Q: 3 clusters Score -427895.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -427916.656250 Penalty: 2914.480225
	Iteration 45Q: 3 clusters Score -427916.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -427938.750000 Penalty: 2914.480225
	Iteration 46Q: 3 clusters Score -427938.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -427957.968750 Penalty: 2914.480225
	Iteration 47Q: 3 clusters Score -427958 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -427975.687500 Penalty: 2914.480225
	Iteration 48Q: 3 clusters Score -427975.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -427988.750000 Penalty: 2914.480225
	Iteration 49Q: 3 clusters Score -427988.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -427999.812500 Penalty: 2914.480225
	Iteration 50Q: 3 clusters Score -427999.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -428011.656250 Penalty: 2914.480225
	Iteration 51Q: 3 clusters Score -428011.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -428023.375000 Penalty: 2914.480225
	Iteration 52Q: 3 clusters Score -428023.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -428036.218750 Penalty: 2914.480225
	Iteration 53Q: 3 clusters Score -428036.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -428043.250000 Penalty: 2914.480225
	Iteration 54Q: 3 clusters Score -428043.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -428047.500000 Penalty: 2914.480225
	Iteration 55Q: 3 clusters Score -428047.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -428051.687500 Penalty: 2914.480225
	Iteration 56Q: 3 clusters Score -428051.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -428054.562500 Penalty: 2914.480225
	Iteration 57Q: 3 clusters Score -428054.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -428058.656250 Penalty: 2914.480225
	Iteration 58Q: 3 clusters Score -428058.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -428061.593750 Penalty: 2914.480225
	Iteration 59Q: 3 clusters Score -428061.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -428061.218750 Penalty: 2914.480225
	Iteration 60F: 3 clusters Score -428061.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -428060.843750 Penalty: 2914.480225
	Iteration 61Q: 3 clusters Score -428060.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -428062.218750 Penalty: 2914.480225
	Iteration 62Q: 3 clusters Score -428062.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -428064.000000 Penalty: 2914.480225
	Iteration 63Q: 3 clusters Score -428064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -428064.375000 Penalty: 2914.480225
	Iteration 64Q: 3 clusters Score -428064.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -428064.375000 Penalty: 2914.480225
	Iteration 65F: 3 clusters Score -428064.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Entering Unmasked Estep 
Score: -656256.562500 Penalty: 1539.352051
	Iteration 0F: 2 clusters Score -656256.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -647088.625000 Penalty: 3078.704102
	Iteration 0F: 3 clusters Score -647088.6 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -650076.312500 Penalty: 3078.704102
	Iteration 1F: 3 clusters Score -650076.3 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -650370.312500 Penalty: 3078.704102
	Iteration 2F: 3 clusters Score -650370.3 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -650685.937500 Penalty: 3078.704102
	Iteration 3F: 3 clusters Score -650685.9 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -651009.187500 Penalty: 3078.704102
	Iteration 4Q: 3 clusters Score -651009.2 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -651332.562500 Penalty: 3078.704102
	Iteration 5Q: 3 clusters Score -651332.6 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -651685.625000 Penalty: 3078.704102
	Iteration 6Q: 3 clusters Score -651685.6 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -652083.125000 Penalty: 3078.704102
	Iteration 7Q: 3 clusters Score -652083.1 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -652502.750000 Penalty: 3078.704102
	Iteration 8Q: 3 clusters Score -652502.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -652951.187500 Penalty: 3078.704102
	Iteration 9Q: 3 clusters Score -652951.2 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -653454.062500 Penalty: 3078.704102
	Iteration 10Q: 3 clusters Score -653454.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -653955.937500 Penalty: 3078.704102
	Iteration 11Q: 3 clusters Score -653955.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -654323.812500 Penalty: 3078.704102
	Iteration 12Q: 3 clusters Score -654323.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -654530.812500 Penalty: 3078.704102
	Iteration 13Q: 3 clusters Score -654530.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -654669.437500 Penalty: 3078.704102
	Iteration 14Q: 3 clusters Score -654669.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -654757.500000 Penalty: 3078.704102
	Iteration 15Q: 3 clusters Score -654757.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -654826.687500 Penalty: 3078.704102
	Iteration 16Q: 3 clusters Score -654826.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -654873.000000 Penalty: 3078.704102
	Iteration 17Q: 3 clusters Score -654873 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -654905.875000 Penalty: 3078.704102
	Iteration 18Q: 3 clusters Score -654905.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -654932.000000 Penalty: 3078.704102
	Iteration 19Q: 3 clusters Score -654932 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -654955.187500 Penalty: 3078.704102
	Iteration 20F: 3 clusters Score -654955.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -654973.125000 Penalty: 3078.704102
	Iteration 21Q: 3 clusters Score -654973.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -654989.812500 Penalty: 3078.704102
	Iteration 22Q: 3 clusters Score -654989.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -655007.875000 Penalty: 3078.704102
	Iteration 23Q: 3 clusters Score -655007.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -655033.437500 Penalty: 3078.704102
	Iteration 24Q: 3 clusters Score -655033.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -655049.187500 Penalty: 3078.704102
	Iteration 25Q: 3 clusters Score -655049.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -655065.812500 Penalty: 3078.704102
	Iteration 26Q: 3 clusters Score -655065.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -655080.437500 Penalty: 3078.704102
	Iteration 27Q: 3 clusters Score -655080.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -655092.750000 Penalty: 3078.704102
	Iteration 28Q: 3 clusters Score -655092.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -655101.250000 Penalty: 3078.704102
	Iteration 29Q: 3 clusters Score -655101.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -655110.000000 Penalty: 3078.704102
	Iteration 30Q: 3 clusters Score -655110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -655113.937500 Penalty: 3078.704102
	Iteration 31Q: 3 clusters Score -655113.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -655120.562500 Penalty: 3078.704102
	Iteration 32Q: 3 clusters Score -655120.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -655125.562500 Penalty: 3078.704102
	Iteration 33Q: 3 clusters Score -655125.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -655126.312500 Penalty: 3078.704102
	Iteration 34Q: 3 clusters Score -655126.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -655127.687500 Penalty: 3078.704102
	Iteration 35Q: 3 clusters Score -655127.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -655127.000000 Penalty: 3078.704102
	Iteration 36Q: 3 clusters Score -655127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -655130.562500 Penalty: 3078.704102
	Iteration 37Q: 3 clusters Score -655130.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -655130.812500 Penalty: 3078.704102
	Iteration 38Q: 3 clusters Score -655130.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -655131.625000 Penalty: 3078.704102
	Iteration 39Q: 3 clusters Score -655131.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -655131.625000 Penalty: 3078.704102
	Iteration 40F: 3 clusters Score -655131.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Entering Unmasked Estep 
Score: -199698.828125 Penalty: 1341.318604
	Iteration 0F: 2 clusters Score -199698.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -196434.781250 Penalty: 2682.637207
	Iteration 0F: 3 clusters Score -196434.8 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -197257.500000 Penalty: 2682.637207
	Iteration 1F: 3 clusters Score -197257.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -197428.968750 Penalty: 2682.637207
	Iteration 2F: 3 clusters Score -197429 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -197553.218750 Penalty: 2682.637207
	Iteration 3F: 3 clusters Score -197553.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -197654.718750 Penalty: 2682.637207
	Iteration 4Q: 3 clusters Score -197654.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -197745.031250 Penalty: 2682.637207
	Iteration 5Q: 3 clusters Score -197745 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -197818.171875 Penalty: 2682.637207
	Iteration 6Q: 3 clusters Score -197818.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -197907.484375 Penalty: 2682.637207
	Iteration 7Q: 3 clusters Score -197907.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -197984.484375 Penalty: 2682.637207
	Iteration 8Q: 3 clusters Score -197984.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -198043.671875 Penalty: 2682.637207
	Iteration 9Q: 3 clusters Score -198043.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -198119.406250 Penalty: 2682.637207
	Iteration 10Q: 3 clusters Score -198119.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -198189.218750 Penalty: 2682.637207
	Iteration 11Q: 3 clusters Score -198189.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -198267.343750 Penalty: 2682.637207
	Iteration 12Q: 3 clusters Score -198267.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -198326.515625 Penalty: 2682.637207
	Iteration 13Q: 3 clusters Score -198326.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -198367.906250 Penalty: 2682.637207
	Iteration 14Q: 3 clusters Score -198367.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -198410.578125 Penalty: 2682.637207
	Iteration 15Q: 3 clusters Score -198410.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -198446.812500 Penalty: 2682.637207
	Iteration 16Q: 3 clusters Score -198446.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -198467.296875 Penalty: 2682.637207
	Iteration 17Q: 3 clusters Score -198467.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -198485.796875 Penalty: 2682.637207
	Iteration 18Q: 3 clusters Score -198485.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -198504.328125 Penalty: 2682.637207
	Iteration 19Q: 3 clusters Score -198504.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -198519.609375 Penalty: 2682.637207
	Iteration 20F: 3 clusters Score -198519.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -198530.156250 Penalty: 2682.637207
	Iteration 21Q: 3 clusters Score -198530.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -198541.203125 Penalty: 2682.637207
	Iteration 22Q: 3 clusters Score -198541.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -198547.015625 Penalty: 2682.637207
	Iteration 23Q: 3 clusters Score -198547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -198554.812500 Penalty: 2682.637207
	Iteration 24Q: 3 clusters Score -198554.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -198563.437500 Penalty: 2682.637207
	Iteration 25Q: 3 clusters Score -198563.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -198572.343750 Penalty: 2682.637207
	Iteration 26Q: 3 clusters Score -198572.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -198581.359375 Penalty: 2682.637207
	Iteration 27Q: 3 clusters Score -198581.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -198585.281250 Penalty: 2682.637207
	Iteration 28Q: 3 clusters Score -198585.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -198589.968750 Penalty: 2682.637207
	Iteration 29Q: 3 clusters Score -198590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -198593.062500 Penalty: 2682.637207
	Iteration 30Q: 3 clusters Score -198593.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -198595.609375 Penalty: 2682.637207
	Iteration 31Q: 3 clusters Score -198595.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -198599.421875 Penalty: 2682.637207
	Iteration 32Q: 3 clusters Score -198599.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -198601.718750 Penalty: 2682.637207
	Iteration 33Q: 3 clusters Score -198601.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -198601.718750 Penalty: 2682.637207
	Iteration 34F: 3 clusters Score -198601.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Entering Unmasked Estep 
Score: -628953.500000 Penalty: 1522.193359
	Iteration 0F: 2 clusters Score -628953.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -620697.937500 Penalty: 3044.386719
	Iteration 0F: 3 clusters Score -620697.9 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -623453.187500 Penalty: 3044.386719
	Iteration 1F: 3 clusters Score -623453.2 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -623671.437500 Penalty: 3044.386719
	Iteration 2F: 3 clusters Score -623671.4 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -623843.125000 Penalty: 3044.386719
	Iteration 3Q: 3 clusters Score -623843.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -624041.375000 Penalty: 3044.386719
	Iteration 4Q: 3 clusters Score -624041.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -624236.625000 Penalty: 3044.386719
	Iteration 5Q: 3 clusters Score -624236.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -624464.062500 Penalty: 3044.386719
	Iteration 6Q: 3 clusters Score -624464.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -624699.937500 Penalty: 3044.386719
	Iteration 7Q: 3 clusters Score -624699.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -624933.687500 Penalty: 3044.386719
	Iteration 8Q: 3 clusters Score -624933.7 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -625210.562500 Penalty: 3044.386719
	Iteration 9Q: 3 clusters Score -625210.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -625495.500000 Penalty: 3044.386719
	Iteration 10Q: 3 clusters Score -625495.5 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -625783.562500 Penalty: 3044.386719
	Iteration 11Q: 3 clusters Score -625783.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -626036.000000 Penalty: 3044.386719
	Iteration 12Q: 3 clusters Score -626036 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -626193.937500 Penalty: 3044.386719
	Iteration 13Q: 3 clusters Score -626193.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -626303.437500 Penalty: 3044.386719
	Iteration 14Q: 3 clusters Score -626303.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -626370.312500 Penalty: 3044.386719
	Iteration 15Q: 3 clusters Score -626370.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -626402.687500 Penalty: 3044.386719
	Iteration 16Q: 3 clusters Score -626402.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -626423.437500 Penalty: 3044.386719
	Iteration 17Q: 3 clusters Score -626423.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -626441.187500 Penalty: 3044.386719
	Iteration 18Q: 3 clusters Score -626441.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -626454.312500 Penalty: 3044.386719
	Iteration 19Q: 3 clusters Score -626454.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -626468.500000 Penalty: 3044.386719
	Iteration 20F: 3 clusters Score -626468.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -626482.312500 Penalty: 3044.386719
	Iteration 21Q: 3 clusters Score -626482.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -626489.687500 Penalty: 3044.386719
	Iteration 22Q: 3 clusters Score -626489.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -626501.125000 Penalty: 3044.386719
	Iteration 23Q: 3 clusters Score -626501.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -626510.875000 Penalty: 3044.386719
	Iteration 24Q: 3 clusters Score -626510.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -626517.937500 Penalty: 3044.386719
	Iteration 25Q: 3 clusters Score -626517.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -626524.937500 Penalty: 3044.386719
	Iteration 26Q: 3 clusters Score -626524.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -626534.312500 Penalty: 3044.386719
	Iteration 27Q: 3 clusters Score -626534.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -626543.375000 Penalty: 3044.386719
	Iteration 28Q: 3 clusters Score -626543.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -626552.687500 Penalty: 3044.386719
	Iteration 29Q: 3 clusters Score -626552.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -626566.375000 Penalty: 3044.386719
	Iteration 30Q: 3 clusters Score -626566.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -626576.187500 Penalty: 3044.386719
	Iteration 31Q: 3 clusters Score -626576.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -626586.625000 Penalty: 3044.386719
	Iteration 32Q: 3 clusters Score -626586.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -626596.312500 Penalty: 3044.386719
	Iteration 33Q: 3 clusters Score -626596.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -626606.625000 Penalty: 3044.386719
	Iteration 34Q: 3 clusters Score -626606.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -626617.937500 Penalty: 3044.386719
	Iteration 35Q: 3 clusters Score -626617.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -626625.187500 Penalty: 3044.386719
	Iteration 36Q: 3 clusters Score -626625.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -626634.250000 Penalty: 3044.386719
	Iteration 37Q: 3 clusters Score -626634.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -626642.687500 Penalty: 3044.386719
	Iteration 38Q: 3 clusters Score -626642.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -626652.437500 Penalty: 3044.386719
	Iteration 39Q: 3 clusters Score -626652.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -626660.250000 Penalty: 3044.386719
	Iteration 40F: 3 clusters Score -626660.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -626661.687500 Penalty: 3044.386719
	Iteration 41Q: 3 clusters Score -626661.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -626671.125000 Penalty: 3044.386719
	Iteration 42Q: 3 clusters Score -626671.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -626679.187500 Penalty: 3044.386719
	Iteration 43Q: 3 clusters Score -626679.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -626688.687500 Penalty: 3044.386719
	Iteration 44Q: 3 clusters Score -626688.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -626694.687500 Penalty: 3044.386719
	Iteration 45Q: 3 clusters Score -626694.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -626702.562500 Penalty: 3044.386719
	Iteration 46Q: 3 clusters Score -626702.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -626707.937500 Penalty: 3044.386719
	Iteration 47Q: 3 clusters Score -626707.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -626714.312500 Penalty: 3044.386719
	Iteration 48Q: 3 clusters Score -626714.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -626720.812500 Penalty: 3044.386719
	Iteration 49Q: 3 clusters Score -626720.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -626726.562500 Penalty: 3044.386719
	Iteration 50Q: 3 clusters Score -626726.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -626729.625000 Penalty: 3044.386719
	Iteration 51Q: 3 clusters Score -626729.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -626735.562500 Penalty: 3044.386719
	Iteration 52Q: 3 clusters Score -626735.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -626737.562500 Penalty: 3044.386719
	Iteration 53Q: 3 clusters Score -626737.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -626741.312500 Penalty: 3044.386719
	Iteration 54Q: 3 clusters Score -626741.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -626746.062500 Penalty: 3044.386719
	Iteration 55Q: 3 clusters Score -626746.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -626750.500000 Penalty: 3044.386719
	Iteration 56Q: 3 clusters Score -626750.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -626755.312500 Penalty: 3044.386719
	Iteration 57Q: 3 clusters Score -626755.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -626758.437500 Penalty: 3044.386719
	Iteration 58Q: 3 clusters Score -626758.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -626764.687500 Penalty: 3044.386719
	Iteration 59Q: 3 clusters Score -626764.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -626768.937500 Penalty: 3044.386719
	Iteration 60F: 3 clusters Score -626768.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -626773.562500 Penalty: 3044.386719
	Iteration 61Q: 3 clusters Score -626773.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -626776.750000 Penalty: 3044.386719
	Iteration 62Q: 3 clusters Score -626776.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -626778.562500 Penalty: 3044.386719
	Iteration 63Q: 3 clusters Score -626778.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -626781.375000 Penalty: 3044.386719
	Iteration 64Q: 3 clusters Score -626781.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -626782.437500 Penalty: 3044.386719
	Iteration 65Q: 3 clusters Score -626782.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -626783.062500 Penalty: 3044.386719
	Iteration 66Q: 3 clusters Score -626783.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -626784.687500 Penalty: 3044.386719
	Iteration 67Q: 3 clusters Score -626784.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -626785.250000 Penalty: 3044.386719
	Iteration 68Q: 3 clusters Score -626785.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -626785.687500 Penalty: 3044.386719
	Iteration 69Q: 3 clusters Score -626785.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -626786.187500 Penalty: 3044.386719
	Iteration 70Q: 3 clusters Score -626786.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -626786.812500 Penalty: 3044.386719
	Iteration 71Q: 3 clusters Score -626786.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -626785.875000 Penalty: 3044.386719
	Iteration 72Q: 3 clusters Score -626785.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -626787.125000 Penalty: 3044.386719
	Iteration 73Q: 3 clusters Score -626787.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -626787.687500 Penalty: 3044.386719
	Iteration 74Q: 3 clusters Score -626787.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -626789.625000 Penalty: 3044.386719
	Iteration 75Q: 3 clusters Score -626789.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -626788.687500 Penalty: 3044.386719
	Iteration 76Q: 3 clusters Score -626788.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -626789.750000 Penalty: 3044.386719
	Iteration 77Q: 3 clusters Score -626789.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -626789.312500 Penalty: 3044.386719
	Iteration 78Q: 3 clusters Score -626789.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -626789.187500 Penalty: 3044.386719
	Iteration 79Q: 3 clusters Score -626789.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -626791.812500 Penalty: 3044.386719
	Iteration 80F: 3 clusters Score -626791.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -626790.437500 Penalty: 3044.386719
	Iteration 81Q: 3 clusters Score -626790.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -626791.937500 Penalty: 3044.386719
	Iteration 82Q: 3 clusters Score -626791.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -626791.250000 Penalty: 3044.386719
	Iteration 83Q: 3 clusters Score -626791.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -626794.000000 Penalty: 3044.386719
	Iteration 84Q: 3 clusters Score -626794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -626793.312500 Penalty: 3044.386719
	Iteration 85Q: 3 clusters Score -626793.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -626794.187500 Penalty: 3044.386719
	Iteration 86Q: 3 clusters Score -626794.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -626794.875000 Penalty: 3044.386719
	Iteration 87Q: 3 clusters Score -626794.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -626797.812500 Penalty: 3044.386719
	Iteration 88Q: 3 clusters Score -626797.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -626797.937500 Penalty: 3044.386719
	Iteration 89Q: 3 clusters Score -626797.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -626800.062500 Penalty: 3044.386719
	Iteration 90Q: 3 clusters Score -626800.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -626803.125000 Penalty: 3044.386719
	Iteration 91Q: 3 clusters Score -626803.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -626805.937500 Penalty: 3044.386719
	Iteration 92Q: 3 clusters Score -626805.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -626804.750000 Penalty: 3044.386719
	Iteration 93Q: 3 clusters Score -626804.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -626807.625000 Penalty: 3044.386719
	Iteration 94Q: 3 clusters Score -626807.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -626808.937500 Penalty: 3044.386719
	Iteration 95Q: 3 clusters Score -626808.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -626811.062500 Penalty: 3044.386719
	Iteration 96Q: 3 clusters Score -626811.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -626812.312500 Penalty: 3044.386719
	Iteration 97Q: 3 clusters Score -626812.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -626815.500000 Penalty: 3044.386719
	Iteration 98Q: 3 clusters Score -626815.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -626815.937500 Penalty: 3044.386719
	Iteration 99Q: 3 clusters Score -626815.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -626818.687500 Penalty: 3044.386719
	Iteration 100F: 3 clusters Score -626818.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -626816.625000 Penalty: 3044.386719
	Iteration 101Q: 3 clusters Score -626816.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -626818.937500 Penalty: 3044.386719
	Iteration 102Q: 3 clusters Score -626818.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -626819.250000 Penalty: 3044.386719
	Iteration 103Q: 3 clusters Score -626819.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -626821.875000 Penalty: 3044.386719
	Iteration 104Q: 3 clusters Score -626821.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -626823.812500 Penalty: 3044.386719
	Iteration 105Q: 3 clusters Score -626823.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -626826.562500 Penalty: 3044.386719
	Iteration 106Q: 3 clusters Score -626826.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -626831.125000 Penalty: 3044.386719
	Iteration 107Q: 3 clusters Score -626831.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -626835.812500 Penalty: 3044.386719
	Iteration 108Q: 3 clusters Score -626835.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -626839.937500 Penalty: 3044.386719
	Iteration 109Q: 3 clusters Score -626839.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -626841.062500 Penalty: 3044.386719
	Iteration 110Q: 3 clusters Score -626841.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -626841.687500 Penalty: 3044.386719
	Iteration 111Q: 3 clusters Score -626841.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -626844.562500 Penalty: 3044.386719
	Iteration 112Q: 3 clusters Score -626844.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -626846.500000 Penalty: 3044.386719
	Iteration 113Q: 3 clusters Score -626846.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -626849.750000 Penalty: 3044.386719
	Iteration 114Q: 3 clusters Score -626849.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -626848.625000 Penalty: 3044.386719
	Iteration 115Q: 3 clusters Score -626848.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -626848.750000 Penalty: 3044.386719
	Iteration 116Q: 3 clusters Score -626848.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -626849.562500 Penalty: 3044.386719
	Iteration 117Q: 3 clusters Score -626849.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -626848.562500 Penalty: 3044.386719
	Iteration 118Q: 3 clusters Score -626848.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -626848.687500 Penalty: 3044.386719
	Iteration 119Q: 3 clusters Score -626848.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -626850.875000 Penalty: 3044.386719
	Iteration 120F: 3 clusters Score -626850.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Entering Unmasked Estep 
Score: -140052.906250 Penalty: 1285.292114
	Iteration 0F: 2 clusters Score -140052.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -137553.093750 Penalty: 2570.584229
	Iteration 0F: 3 clusters Score -137553.1 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -138138.656250 Penalty: 2570.584229
	Iteration 1F: 3 clusters Score -138138.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -138264.203125 Penalty: 2570.584229
	Iteration 2F: 3 clusters Score -138264.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -138338.343750 Penalty: 2570.584229
	Iteration 3Q: 3 clusters Score -138338.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -138388.421875 Penalty: 2570.584229
	Iteration 4Q: 3 clusters Score -138388.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -138433.531250 Penalty: 2570.584229
	Iteration 5Q: 3 clusters Score -138433.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -138482.359375 Penalty: 2570.584229
	Iteration 6Q: 3 clusters Score -138482.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -138522.531250 Penalty: 2570.584229
	Iteration 7Q: 3 clusters Score -138522.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -138563.500000 Penalty: 2570.584229
	Iteration 8Q: 3 clusters Score -138563.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -138617.359375 Penalty: 2570.584229
	Iteration 9Q: 3 clusters Score -138617.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -138681.421875 Penalty: 2570.584229
	Iteration 10Q: 3 clusters Score -138681.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -138750.640625 Penalty: 2570.584229
	Iteration 11Q: 3 clusters Score -138750.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -138802.171875 Penalty: 2570.584229
	Iteration 12Q: 3 clusters Score -138802.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -138869.484375 Penalty: 2570.584229
	Iteration 13Q: 3 clusters Score -138869.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -138918.890625 Penalty: 2570.584229
	Iteration 14Q: 3 clusters Score -138918.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -138954.171875 Penalty: 2570.584229
	Iteration 15Q: 3 clusters Score -138954.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -138976.765625 Penalty: 2570.584229
	Iteration 16Q: 3 clusters Score -138976.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -138999.906250 Penalty: 2570.584229
	Iteration 17Q: 3 clusters Score -138999.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -139020.359375 Penalty: 2570.584229
	Iteration 18Q: 3 clusters Score -139020.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -139036.625000 Penalty: 2570.584229
	Iteration 19Q: 3 clusters Score -139036.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -139051.265625 Penalty: 2570.584229
	Iteration 20F: 3 clusters Score -139051.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -139071.218750 Penalty: 2570.584229
	Iteration 21Q: 3 clusters Score -139071.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -139085.156250 Penalty: 2570.584229
	Iteration 22Q: 3 clusters Score -139085.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -139095.421875 Penalty: 2570.584229
	Iteration 23Q: 3 clusters Score -139095.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -139103.609375 Penalty: 2570.584229
	Iteration 24Q: 3 clusters Score -139103.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -139110.031250 Penalty: 2570.584229
	Iteration 25Q: 3 clusters Score -139110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -139114.328125 Penalty: 2570.584229
	Iteration 26Q: 3 clusters Score -139114.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -139116.656250 Penalty: 2570.584229
	Iteration 27Q: 3 clusters Score -139116.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -139117.171875 Penalty: 2570.584229
	Iteration 28Q: 3 clusters Score -139117.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -139117.171875 Penalty: 2570.584229
	Iteration 29F: 3 clusters Score -139117.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Entering Unmasked Estep 
Score: -91447.406250 Penalty: 1227.919556
	Iteration 0F: 2 clusters Score -91447.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -89421.250000 Penalty: 2455.839111
	Iteration 0F: 3 clusters Score -89421.25 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -89830.578125 Penalty: 2455.839111
	Iteration 1F: 3 clusters Score -89830.58 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -89935.117188 Penalty: 2455.839111
	Iteration 2F: 3 clusters Score -89935.12 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -90004.804688 Penalty: 2455.839111
	Iteration 3Q: 3 clusters Score -90004.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -90058.976562 Penalty: 2455.839111
	Iteration 4Q: 3 clusters Score -90058.98 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -90133.632812 Penalty: 2455.839111
	Iteration 5Q: 3 clusters Score -90133.63 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -90191.367188 Penalty: 2455.839111
	Iteration 6Q: 3 clusters Score -90191.37 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -90229.351562 Penalty: 2455.839111
	Iteration 7Q: 3 clusters Score -90229.35 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -90259.453125 Penalty: 2455.839111
	Iteration 8Q: 3 clusters Score -90259.45 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -90282.546875 Penalty: 2455.839111
	Iteration 9Q: 3 clusters Score -90282.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -90296.335938 Penalty: 2455.839111
	Iteration 10Q: 3 clusters Score -90296.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -90313.632812 Penalty: 2455.839111
	Iteration 11Q: 3 clusters Score -90313.63 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -90329.570312 Penalty: 2455.839111
	Iteration 12Q: 3 clusters Score -90329.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -90343.875000 Penalty: 2455.839111
	Iteration 13Q: 3 clusters Score -90343.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -90361.257812 Penalty: 2455.839111
	Iteration 14Q: 3 clusters Score -90361.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -90381.187500 Penalty: 2455.839111
	Iteration 15Q: 3 clusters Score -90381.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -90394.335938 Penalty: 2455.839111
	Iteration 16Q: 3 clusters Score -90394.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -90405.453125 Penalty: 2455.839111
	Iteration 17Q: 3 clusters Score -90405.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -90417.203125 Penalty: 2455.839111
	Iteration 18Q: 3 clusters Score -90417.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -90427.140625 Penalty: 2455.839111
	Iteration 19Q: 3 clusters Score -90427.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -90438.796875 Penalty: 2455.839111
	Iteration 20F: 3 clusters Score -90438.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -90448.632812 Penalty: 2455.839111
	Iteration 21Q: 3 clusters Score -90448.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -90457.992188 Penalty: 2455.839111
	Iteration 22Q: 3 clusters Score -90457.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -90465.203125 Penalty: 2455.839111
	Iteration 23Q: 3 clusters Score -90465.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -90475.328125 Penalty: 2455.839111
	Iteration 24Q: 3 clusters Score -90475.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -90484.171875 Penalty: 2455.839111
	Iteration 25Q: 3 clusters Score -90484.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -90490.632812 Penalty: 2455.839111
	Iteration 26Q: 3 clusters Score -90490.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -90493.992188 Penalty: 2455.839111
	Iteration 27Q: 3 clusters Score -90493.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -90498.789062 Penalty: 2455.839111
	Iteration 28Q: 3 clusters Score -90498.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -90503.359375 Penalty: 2455.839111
	Iteration 29Q: 3 clusters Score -90503.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -90506.578125 Penalty: 2455.839111
	Iteration 30Q: 3 clusters Score -90506.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -90508.945312 Penalty: 2455.839111
	Iteration 31Q: 3 clusters Score -90508.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -90514.007812 Penalty: 2455.839111
	Iteration 32Q: 3 clusters Score -90514.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -90519.593750 Penalty: 2455.839111
	Iteration 33Q: 3 clusters Score -90519.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -90525.921875 Penalty: 2455.839111
	Iteration 34Q: 3 clusters Score -90525.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -90535.554688 Penalty: 2455.839111
	Iteration 35Q: 3 clusters Score -90535.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -90547.031250 Penalty: 2455.839111
	Iteration 36Q: 3 clusters Score -90547.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -90557.242188 Penalty: 2455.839111
	Iteration 37Q: 3 clusters Score -90557.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -90562.015625 Penalty: 2455.839111
	Iteration 38Q: 3 clusters Score -90562.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -90569.195312 Penalty: 2455.839111
	Iteration 39Q: 3 clusters Score -90569.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -90575.640625 Penalty: 2455.839111
	Iteration 40F: 3 clusters Score -90575.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -90579.609375 Penalty: 2455.839111
	Iteration 41Q: 3 clusters Score -90579.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -90583.750000 Penalty: 2455.839111
	Iteration 42Q: 3 clusters Score -90583.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -90586.460938 Penalty: 2455.839111
	Iteration 43Q: 3 clusters Score -90586.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -90587.343750 Penalty: 2455.839111
	Iteration 44Q: 3 clusters Score -90587.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -90587.867188 Penalty: 2455.839111
	Iteration 45Q: 3 clusters Score -90587.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -90589.109375 Penalty: 2455.839111
	Iteration 46Q: 3 clusters Score -90589.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -90593.000000 Penalty: 2455.839111
	Iteration 47Q: 3 clusters Score -90593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -90596.484375 Penalty: 2455.839111
	Iteration 48Q: 3 clusters Score -90596.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -90608.187500 Penalty: 2455.839111
	Iteration 49Q: 3 clusters Score -90608.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -90619.039062 Penalty: 2455.839111
	Iteration 50Q: 3 clusters Score -90619.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -90622.187500 Penalty: 2455.839111
	Iteration 51Q: 3 clusters Score -90622.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -90625.148438 Penalty: 2455.839111
	Iteration 52Q: 3 clusters Score -90625.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -90626.210938 Penalty: 2455.839111
	Iteration 53Q: 3 clusters Score -90626.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -90626.546875 Penalty: 2455.839111
	Iteration 54Q: 3 clusters Score -90626.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -90626.546875 Penalty: 2455.839111
	Iteration 55F: 3 clusters Score -90626.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Entering Unmasked Estep 
Score: -280730.906250 Penalty: 1387.102417
	Iteration 0F: 2 clusters Score -280730.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -276734.250000 Penalty: 2774.204834
	Iteration 0F: 3 clusters Score -276734.2 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -277817.781250 Penalty: 2774.204834
	Iteration 1F: 3 clusters Score -277817.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -277966.281250 Penalty: 2774.204834
	Iteration 2F: 3 clusters Score -277966.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -278057.656250 Penalty: 2774.204834
	Iteration 3Q: 3 clusters Score -278057.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -278109.312500 Penalty: 2774.204834
	Iteration 4Q: 3 clusters Score -278109.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -278147.187500 Penalty: 2774.204834
	Iteration 5Q: 3 clusters Score -278147.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -278180.625000 Penalty: 2774.204834
	Iteration 6Q: 3 clusters Score -278180.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -278216.906250 Penalty: 2774.204834
	Iteration 7Q: 3 clusters Score -278216.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -278251.406250 Penalty: 2774.204834
	Iteration 8Q: 3 clusters Score -278251.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -278286.625000 Penalty: 2774.204834
	Iteration 9Q: 3 clusters Score -278286.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -278321.750000 Penalty: 2774.204834
	Iteration 10Q: 3 clusters Score -278321.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -278347.562500 Penalty: 2774.204834
	Iteration 11Q: 3 clusters Score -278347.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -278373.312500 Penalty: 2774.204834
	Iteration 12Q: 3 clusters Score -278373.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -278399.906250 Penalty: 2774.204834
	Iteration 13Q: 3 clusters Score -278399.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -278426.062500 Penalty: 2774.204834
	Iteration 14Q: 3 clusters Score -278426.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -278456.968750 Penalty: 2774.204834
	Iteration 15Q: 3 clusters Score -278457 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -278493.000000 Penalty: 2774.204834
	Iteration 16Q: 3 clusters Score -278493 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -278533.218750 Penalty: 2774.204834
	Iteration 17Q: 3 clusters Score -278533.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -278596.250000 Penalty: 2774.204834
	Iteration 18Q: 3 clusters Score -278596.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -278661.812500 Penalty: 2774.204834
	Iteration 19Q: 3 clusters Score -278661.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -278743.562500 Penalty: 2774.204834
	Iteration 20F: 3 clusters Score -278743.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -278843.156250 Penalty: 2774.204834
	Iteration 21Q: 3 clusters Score -278843.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -278954.781250 Penalty: 2774.204834
	Iteration 22Q: 3 clusters Score -278954.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -279064.875000 Penalty: 2774.204834
	Iteration 23Q: 3 clusters Score -279064.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -279158.093750 Penalty: 2774.204834
	Iteration 24Q: 3 clusters Score -279158.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -279230.875000 Penalty: 2774.204834
	Iteration 25Q: 3 clusters Score -279230.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -279277.500000 Penalty: 2774.204834
	Iteration 26Q: 3 clusters Score -279277.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -279316.125000 Penalty: 2774.204834
	Iteration 27Q: 3 clusters Score -279316.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -279339.593750 Penalty: 2774.204834
	Iteration 28Q: 3 clusters Score -279339.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -279365.187500 Penalty: 2774.204834
	Iteration 29Q: 3 clusters Score -279365.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -279378.218750 Penalty: 2774.204834
	Iteration 30Q: 3 clusters Score -279378.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -279385.750000 Penalty: 2774.204834
	Iteration 31Q: 3 clusters Score -279385.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -279393.531250 Penalty: 2774.204834
	Iteration 32Q: 3 clusters Score -279393.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -279398.000000 Penalty: 2774.204834
	Iteration 33Q: 3 clusters Score -279398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -279399.343750 Penalty: 2774.204834
	Iteration 34Q: 3 clusters Score -279399.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -279400.406250 Penalty: 2774.204834
	Iteration 35Q: 3 clusters Score -279400.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -279400.937500 Penalty: 2774.204834
	Iteration 36Q: 3 clusters Score -279400.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -279402.062500 Penalty: 2774.204834
	Iteration 37Q: 3 clusters Score -279402.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -279401.937500 Penalty: 2774.204834
	Iteration 38Q: 3 clusters Score -279401.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -279401.937500 Penalty: 2774.204834
	Iteration 39F: 3 clusters Score -279401.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (33614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Entering Unmasked Estep 
Score: -1773783.375000 Penalty: 1693.688477
	Iteration 0F: 2 clusters Score -1773783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -1751151.750000 Penalty: 3387.376953
	Iteration 0F: 3 clusters Score -1751152 nChanged 15547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -1759832.875000 Penalty: 3387.376953
	Iteration 1F: 3 clusters Score -1759833 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -1760301.875000 Penalty: 3387.376953
	Iteration 2Q: 3 clusters Score -1760302 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -1760848.750000 Penalty: 3387.376953
	Iteration 3Q: 3 clusters Score -1760849 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -1761534.500000 Penalty: 3387.376953
	Iteration 4Q: 3 clusters Score -1761534 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -1762407.875000 Penalty: 3387.376953
	Iteration 5Q: 3 clusters Score -1762408 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -1763421.500000 Penalty: 3387.376953
	Iteration 6F: 3 clusters Score -1763422 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -1764599.125000 Penalty: 3387.376953
	Iteration 7F: 3 clusters Score -1764599 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -1765870.375000 Penalty: 3387.376953
	Iteration 8F: 3 clusters Score -1765870 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -1766993.250000 Penalty: 3387.376953
	Iteration 9F: 3 clusters Score -1766993 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -1767893.750000 Penalty: 3387.376953
	Iteration 10F: 3 clusters Score -1767894 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -1768546.500000 Penalty: 3387.376953
	Iteration 11Q: 3 clusters Score -1768546 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -1769000.750000 Penalty: 3387.376953
	Iteration 12Q: 3 clusters Score -1769001 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -1769302.125000 Penalty: 3387.376953
	Iteration 13Q: 3 clusters Score -1769302 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -1769485.750000 Penalty: 3387.376953
	Iteration 14Q: 3 clusters Score -1769486 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -1769602.500000 Penalty: 3387.376953
	Iteration 15Q: 3 clusters Score -1769602 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -1769658.500000 Penalty: 3387.376953
	Iteration 16Q: 3 clusters Score -1769658 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -1769713.125000 Penalty: 3387.376953
	Iteration 17Q: 3 clusters Score -1769713 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -1769756.000000 Penalty: 3387.376953
	Iteration 18Q: 3 clusters Score -1769756 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -1769806.500000 Penalty: 3387.376953
	Iteration 19Q: 3 clusters Score -1769806 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -1769824.875000 Penalty: 3387.376953
	Iteration 20F: 3 clusters Score -1769825 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -1769850.750000 Penalty: 3387.376953
	Iteration 21Q: 3 clusters Score -1769851 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -1769870.000000 Penalty: 3387.376953
	Iteration 22Q: 3 clusters Score -1769870 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -1769883.750000 Penalty: 3387.376953
	Iteration 23Q: 3 clusters Score -1769884 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -1769895.375000 Penalty: 3387.376953
	Iteration 24Q: 3 clusters Score -1769895 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -1769913.250000 Penalty: 3387.376953
	Iteration 25Q: 3 clusters Score -1769913 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -1769936.875000 Penalty: 3387.376953
	Iteration 26Q: 3 clusters Score -1769937 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -1769945.125000 Penalty: 3387.376953
	Iteration 27Q: 3 clusters Score -1769945 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -1769961.375000 Penalty: 3387.376953
	Iteration 28Q: 3 clusters Score -1769961 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1769971.125000 Penalty: 3387.376953
	Iteration 29Q: 3 clusters Score -1769971 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -1769984.750000 Penalty: 3387.376953
	Iteration 30Q: 3 clusters Score -1769985 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -1769993.750000 Penalty: 3387.376953
	Iteration 31Q: 3 clusters Score -1769994 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -1770009.500000 Penalty: 3387.376953
	Iteration 32Q: 3 clusters Score -1770010 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1770021.125000 Penalty: 3387.376953
	Iteration 33Q: 3 clusters Score -1770021 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -1770029.625000 Penalty: 3387.376953
	Iteration 34Q: 3 clusters Score -1770030 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1770033.000000 Penalty: 3387.376953
	Iteration 35Q: 3 clusters Score -1770033 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1770055.750000 Penalty: 3387.376953
	Iteration 36Q: 3 clusters Score -1770056 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -1770063.875000 Penalty: 3387.376953
	Iteration 37Q: 3 clusters Score -1770064 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -1770075.250000 Penalty: 3387.376953
	Iteration 38Q: 3 clusters Score -1770075 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1770092.750000 Penalty: 3387.376953
	Iteration 39Q: 3 clusters Score -1770093 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1770115.375000 Penalty: 3387.376953
	Iteration 40F: 3 clusters Score -1770115 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1770134.375000 Penalty: 3387.376953
	Iteration 41Q: 3 clusters Score -1770134 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1770154.875000 Penalty: 3387.376953
	Iteration 42Q: 3 clusters Score -1770155 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1770178.750000 Penalty: 3387.376953
	Iteration 43Q: 3 clusters Score -1770179 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -1770207.875000 Penalty: 3387.376953
	Iteration 44Q: 3 clusters Score -1770208 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1770219.500000 Penalty: 3387.376953
	Iteration 45Q: 3 clusters Score -1770220 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1770249.000000 Penalty: 3387.376953
	Iteration 46Q: 3 clusters Score -1770249 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1770271.250000 Penalty: 3387.376953
	Iteration 47Q: 3 clusters Score -1770271 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1770304.375000 Penalty: 3387.376953
	Iteration 48Q: 3 clusters Score -1770304 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1770318.000000 Penalty: 3387.376953
	Iteration 49Q: 3 clusters Score -1770318 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1770334.875000 Penalty: 3387.376953
	Iteration 50Q: 3 clusters Score -1770335 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1770352.000000 Penalty: 3387.376953
	Iteration 51Q: 3 clusters Score -1770352 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1770367.125000 Penalty: 3387.376953
	Iteration 52Q: 3 clusters Score -1770367 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1770381.250000 Penalty: 3387.376953
	Iteration 53Q: 3 clusters Score -1770381 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1770398.500000 Penalty: 3387.376953
	Iteration 54Q: 3 clusters Score -1770398 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1770415.625000 Penalty: 3387.376953
	Iteration 55Q: 3 clusters Score -1770416 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1770436.000000 Penalty: 3387.376953
	Iteration 56Q: 3 clusters Score -1770436 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1770459.625000 Penalty: 3387.376953
	Iteration 57Q: 3 clusters Score -1770460 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1770478.250000 Penalty: 3387.376953
	Iteration 58Q: 3 clusters Score -1770478 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1770502.625000 Penalty: 3387.376953
	Iteration 59Q: 3 clusters Score -1770503 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1770528.750000 Penalty: 3387.376953
	Iteration 60F: 3 clusters Score -1770529 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1770559.625000 Penalty: 3387.376953
	Iteration 61Q: 3 clusters Score -1770560 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1770581.125000 Penalty: 3387.376953
	Iteration 62Q: 3 clusters Score -1770581 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1770598.125000 Penalty: 3387.376953
	Iteration 63Q: 3 clusters Score -1770598 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1770615.625000 Penalty: 3387.376953
	Iteration 64Q: 3 clusters Score -1770616 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1770632.500000 Penalty: 3387.376953
	Iteration 65Q: 3 clusters Score -1770632 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1770653.750000 Penalty: 3387.376953
	Iteration 66Q: 3 clusters Score -1770654 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1770690.250000 Penalty: 3387.376953
	Iteration 67Q: 3 clusters Score -1770690 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1770717.000000 Penalty: 3387.376953
	Iteration 68Q: 3 clusters Score -1770717 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1770743.500000 Penalty: 3387.376953
	Iteration 69Q: 3 clusters Score -1770744 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1770767.875000 Penalty: 3387.376953
	Iteration 70Q: 3 clusters Score -1770768 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1770790.250000 Penalty: 3387.376953
	Iteration 71Q: 3 clusters Score -1770790 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1770814.875000 Penalty: 3387.376953
	Iteration 72Q: 3 clusters Score -1770815 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1770843.625000 Penalty: 3387.376953
	Iteration 73Q: 3 clusters Score -1770844 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1770886.375000 Penalty: 3387.376953
	Iteration 74Q: 3 clusters Score -1770886 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1770900.750000 Penalty: 3387.376953
	Iteration 75Q: 3 clusters Score -1770901 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1770920.250000 Penalty: 3387.376953
	Iteration 76Q: 3 clusters Score -1770920 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1770943.125000 Penalty: 3387.376953
	Iteration 77Q: 3 clusters Score -1770943 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1770966.750000 Penalty: 3387.376953
	Iteration 78Q: 3 clusters Score -1770967 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1770985.375000 Penalty: 3387.376953
	Iteration 79Q: 3 clusters Score -1770985 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1771022.500000 Penalty: 3387.376953
	Iteration 80F: 3 clusters Score -1771022 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1771045.875000 Penalty: 3387.376953
	Iteration 81Q: 3 clusters Score -1771046 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1771072.500000 Penalty: 3387.376953
	Iteration 82Q: 3 clusters Score -1771072 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1771090.875000 Penalty: 3387.376953
	Iteration 83Q: 3 clusters Score -1771091 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1771119.750000 Penalty: 3387.376953
	Iteration 84Q: 3 clusters Score -1771120 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1771140.625000 Penalty: 3387.376953
	Iteration 85Q: 3 clusters Score -1771141 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1771180.125000 Penalty: 3387.376953
	Iteration 86Q: 3 clusters Score -1771180 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1771213.125000 Penalty: 3387.376953
	Iteration 87Q: 3 clusters Score -1771213 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1771249.125000 Penalty: 3387.376953
	Iteration 88Q: 3 clusters Score -1771249 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1771280.125000 Penalty: 3387.376953
	Iteration 89Q: 3 clusters Score -1771280 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1771326.125000 Penalty: 3387.376953
	Iteration 90Q: 3 clusters Score -1771326 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1771372.000000 Penalty: 3387.376953
	Iteration 91Q: 3 clusters Score -1771372 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1771404.250000 Penalty: 3387.376953
	Iteration 92Q: 3 clusters Score -1771404 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1771423.125000 Penalty: 3387.376953
	Iteration 93Q: 3 clusters Score -1771423 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1771452.125000 Penalty: 3387.376953
	Iteration 94Q: 3 clusters Score -1771452 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1771482.125000 Penalty: 3387.376953
	Iteration 95Q: 3 clusters Score -1771482 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1771505.250000 Penalty: 3387.376953
	Iteration 96Q: 3 clusters Score -1771505 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1771530.500000 Penalty: 3387.376953
	Iteration 97Q: 3 clusters Score -1771530 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1771560.000000 Penalty: 3387.376953
	Iteration 98Q: 3 clusters Score -1771560 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1771587.875000 Penalty: 3387.376953
	Iteration 99Q: 3 clusters Score -1771588 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1771624.750000 Penalty: 3387.376953
	Iteration 100F: 3 clusters Score -1771625 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1771644.375000 Penalty: 3387.376953
	Iteration 101Q: 3 clusters Score -1771644 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1771674.125000 Penalty: 3387.376953
	Iteration 102Q: 3 clusters Score -1771674 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1771702.000000 Penalty: 3387.376953
	Iteration 103Q: 3 clusters Score -1771702 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1771724.000000 Penalty: 3387.376953
	Iteration 104Q: 3 clusters Score -1771724 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1771741.125000 Penalty: 3387.376953
	Iteration 105Q: 3 clusters Score -1771741 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1771761.125000 Penalty: 3387.376953
	Iteration 106Q: 3 clusters Score -1771761 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1771783.500000 Penalty: 3387.376953
	Iteration 107Q: 3 clusters Score -1771784 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1771794.500000 Penalty: 3387.376953
	Iteration 108Q: 3 clusters Score -1771794 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1771811.625000 Penalty: 3387.376953
	Iteration 109Q: 3 clusters Score -1771812 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1771832.250000 Penalty: 3387.376953
	Iteration 110Q: 3 clusters Score -1771832 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1771841.875000 Penalty: 3387.376953
	Iteration 111Q: 3 clusters Score -1771842 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1771849.375000 Penalty: 3387.376953
	Iteration 112Q: 3 clusters Score -1771849 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1771856.125000 Penalty: 3387.376953
	Iteration 113Q: 3 clusters Score -1771856 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1771863.750000 Penalty: 3387.376953
	Iteration 114Q: 3 clusters Score -1771864 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1771872.875000 Penalty: 3387.376953
	Iteration 115Q: 3 clusters Score -1771873 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1771879.250000 Penalty: 3387.376953
	Iteration 116Q: 3 clusters Score -1771879 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1771888.375000 Penalty: 3387.376953
	Iteration 117Q: 3 clusters Score -1771888 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1771903.000000 Penalty: 3387.376953
	Iteration 118Q: 3 clusters Score -1771903 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1771912.875000 Penalty: 3387.376953
	Iteration 119Q: 3 clusters Score -1771913 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1771928.875000 Penalty: 3387.376953
	Iteration 120F: 3 clusters Score -1771929 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1771956.125000 Penalty: 3387.376953
	Iteration 121Q: 3 clusters Score -1771956 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1771976.625000 Penalty: 3387.376953
	Iteration 122Q: 3 clusters Score -1771977 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1772001.500000 Penalty: 3387.376953
	Iteration 123Q: 3 clusters Score -1772002 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1772013.750000 Penalty: 3387.376953
	Iteration 124Q: 3 clusters Score -1772014 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1772020.875000 Penalty: 3387.376953
	Iteration 125Q: 3 clusters Score -1772021 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31768 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1772035.500000 Penalty: 3387.376953
	Iteration 126Q: 3 clusters Score -1772036 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1772055.375000 Penalty: 3387.376953
	Iteration 127Q: 3 clusters Score -1772055 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1772068.000000 Penalty: 3387.376953
	Iteration 128Q: 3 clusters Score -1772068 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1772084.750000 Penalty: 3387.376953
	Iteration 129Q: 3 clusters Score -1772085 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1772107.875000 Penalty: 3387.376953
	Iteration 130Q: 3 clusters Score -1772108 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1772124.250000 Penalty: 3387.376953
	Iteration 131Q: 3 clusters Score -1772124 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1772141.500000 Penalty: 3387.376953
	Iteration 132Q: 3 clusters Score -1772142 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1772168.125000 Penalty: 3387.376953
	Iteration 133Q: 3 clusters Score -1772168 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1772180.875000 Penalty: 3387.376953
	Iteration 134Q: 3 clusters Score -1772181 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1772194.625000 Penalty: 3387.376953
	Iteration 135Q: 3 clusters Score -1772195 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1772205.000000 Penalty: 3387.376953
	Iteration 136Q: 3 clusters Score -1772205 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1772211.000000 Penalty: 3387.376953
	Iteration 137Q: 3 clusters Score -1772211 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1772218.500000 Penalty: 3387.376953
	Iteration 138Q: 3 clusters Score -1772218 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1772236.750000 Penalty: 3387.376953
	Iteration 139Q: 3 clusters Score -1772237 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1772237.750000 Penalty: 3387.376953
	Iteration 140F: 3 clusters Score -1772238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1772243.375000 Penalty: 3387.376953
	Iteration 141Q: 3 clusters Score -1772243 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1772246.250000 Penalty: 3387.376953
	Iteration 142Q: 3 clusters Score -1772246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1772251.000000 Penalty: 3387.376953
	Iteration 143Q: 3 clusters Score -1772251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1772257.375000 Penalty: 3387.376953
	Iteration 144Q: 3 clusters Score -1772257 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1772263.500000 Penalty: 3387.376953
	Iteration 145Q: 3 clusters Score -1772264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1772261.500000 Penalty: 3387.376953
	Iteration 146Q: 3 clusters Score -1772262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1772269.375000 Penalty: 3387.376953
	Iteration 147Q: 3 clusters Score -1772269 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1772271.625000 Penalty: 3387.376953
	Iteration 148Q: 3 clusters Score -1772272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1772281.125000 Penalty: 3387.376953
	Iteration 149Q: 3 clusters Score -1772281 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1772292.875000 Penalty: 3387.376953
	Iteration 150Q: 3 clusters Score -1772293 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1772295.625000 Penalty: 3387.376953
	Iteration 151Q: 3 clusters Score -1772296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1772299.250000 Penalty: 3387.376953
	Iteration 152Q: 3 clusters Score -1772299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1772299.250000 Penalty: 3387.376953
	Iteration 153Q: 3 clusters Score -1772299 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1772307.375000 Penalty: 3387.376953
	Iteration 154Q: 3 clusters Score -1772307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1772309.750000 Penalty: 3387.376953
	Iteration 155Q: 3 clusters Score -1772310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1772312.125000 Penalty: 3387.376953
	Iteration 156Q: 3 clusters Score -1772312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1772317.125000 Penalty: 3387.376953
	Iteration 157Q: 3 clusters Score -1772317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1772324.125000 Penalty: 3387.376953
	Iteration 158Q: 3 clusters Score -1772324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1772329.500000 Penalty: 3387.376953
	Iteration 159Q: 3 clusters Score -1772330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1772330.500000 Penalty: 3387.376953
	Iteration 160F: 3 clusters Score -1772330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1772332.625000 Penalty: 3387.376953
	Iteration 161Q: 3 clusters Score -1772333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1772331.750000 Penalty: 3387.376953
	Iteration 162Q: 3 clusters Score -1772332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1772331.875000 Penalty: 3387.376953
	Iteration 163Q: 3 clusters Score -1772332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1772331.875000 Penalty: 3387.376953
	Iteration 164F: 3 clusters Score -1772332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Entering Unmasked Estep 
Score: -240458.921875 Penalty: 1368.289185
	Iteration 0F: 2 clusters Score -240458.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -236801.828125 Penalty: 2736.578369
	Iteration 0F: 3 clusters Score -236801.8 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -237729.968750 Penalty: 2736.578369
	Iteration 1F: 3 clusters Score -237730 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -237890.578125 Penalty: 2736.578369
	Iteration 2F: 3 clusters Score -237890.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -237971.765625 Penalty: 2736.578369
	Iteration 3Q: 3 clusters Score -237971.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -238031.125000 Penalty: 2736.578369
	Iteration 4Q: 3 clusters Score -238031.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -238073.968750 Penalty: 2736.578369
	Iteration 5Q: 3 clusters Score -238074 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -238110.625000 Penalty: 2736.578369
	Iteration 6Q: 3 clusters Score -238110.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -238138.625000 Penalty: 2736.578369
	Iteration 7Q: 3 clusters Score -238138.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -238162.375000 Penalty: 2736.578369
	Iteration 8Q: 3 clusters Score -238162.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -238189.500000 Penalty: 2736.578369
	Iteration 9Q: 3 clusters Score -238189.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -238226.015625 Penalty: 2736.578369
	Iteration 10Q: 3 clusters Score -238226 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -238260.734375 Penalty: 2736.578369
	Iteration 11Q: 3 clusters Score -238260.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -238304.265625 Penalty: 2736.578369
	Iteration 12Q: 3 clusters Score -238304.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -238354.890625 Penalty: 2736.578369
	Iteration 13Q: 3 clusters Score -238354.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -238431.421875 Penalty: 2736.578369
	Iteration 14Q: 3 clusters Score -238431.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -238508.468750 Penalty: 2736.578369
	Iteration 15Q: 3 clusters Score -238508.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -238587.437500 Penalty: 2736.578369
	Iteration 16Q: 3 clusters Score -238587.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -238669.703125 Penalty: 2736.578369
	Iteration 17Q: 3 clusters Score -238669.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -238756.593750 Penalty: 2736.578369
	Iteration 18Q: 3 clusters Score -238756.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -238831.187500 Penalty: 2736.578369
	Iteration 19Q: 3 clusters Score -238831.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -238906.859375 Penalty: 2736.578369
	Iteration 20F: 3 clusters Score -238906.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -238994.921875 Penalty: 2736.578369
	Iteration 21Q: 3 clusters Score -238994.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -239076.843750 Penalty: 2736.578369
	Iteration 22Q: 3 clusters Score -239076.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -239139.406250 Penalty: 2736.578369
	Iteration 23Q: 3 clusters Score -239139.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -239189.468750 Penalty: 2736.578369
	Iteration 24Q: 3 clusters Score -239189.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -239225.140625 Penalty: 2736.578369
	Iteration 25Q: 3 clusters Score -239225.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -239256.609375 Penalty: 2736.578369
	Iteration 26Q: 3 clusters Score -239256.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -239277.000000 Penalty: 2736.578369
	Iteration 27Q: 3 clusters Score -239277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -239288.968750 Penalty: 2736.578369
	Iteration 28Q: 3 clusters Score -239289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -239295.343750 Penalty: 2736.578369
	Iteration 29Q: 3 clusters Score -239295.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -239301.187500 Penalty: 2736.578369
	Iteration 30Q: 3 clusters Score -239301.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -239303.250000 Penalty: 2736.578369
	Iteration 31Q: 3 clusters Score -239303.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -239305.109375 Penalty: 2736.578369
	Iteration 32Q: 3 clusters Score -239305.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -239306.812500 Penalty: 2736.578369
	Iteration 33Q: 3 clusters Score -239306.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -239307.109375 Penalty: 2736.578369
	Iteration 34Q: 3 clusters Score -239307.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -239307.843750 Penalty: 2736.578369
	Iteration 35Q: 3 clusters Score -239307.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -239307.843750 Penalty: 2736.578369
	Iteration 36F: 3 clusters Score -239307.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Entering Unmasked Estep 
Score: -169783.218750 Penalty: 1317.455566
	Iteration 0F: 2 clusters Score -169783.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -166863.203125 Penalty: 2634.911133
	Iteration 0F: 3 clusters Score -166863.2 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -167590.843750 Penalty: 2634.911133
	Iteration 1F: 3 clusters Score -167590.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -167742.031250 Penalty: 2634.911133
	Iteration 2F: 3 clusters Score -167742 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -167839.703125 Penalty: 2634.911133
	Iteration 3Q: 3 clusters Score -167839.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -167920.062500 Penalty: 2634.911133
	Iteration 4Q: 3 clusters Score -167920.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -167970.703125 Penalty: 2634.911133
	Iteration 5Q: 3 clusters Score -167970.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -168016.250000 Penalty: 2634.911133
	Iteration 6Q: 3 clusters Score -168016.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -168059.562500 Penalty: 2634.911133
	Iteration 7Q: 3 clusters Score -168059.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -168098.562500 Penalty: 2634.911133
	Iteration 8Q: 3 clusters Score -168098.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -168134.687500 Penalty: 2634.911133
	Iteration 9Q: 3 clusters Score -168134.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -168174.703125 Penalty: 2634.911133
	Iteration 10Q: 3 clusters Score -168174.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -168220.671875 Penalty: 2634.911133
	Iteration 11Q: 3 clusters Score -168220.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -168270.515625 Penalty: 2634.911133
	Iteration 12Q: 3 clusters Score -168270.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -168320.531250 Penalty: 2634.911133
	Iteration 13Q: 3 clusters Score -168320.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -168387.375000 Penalty: 2634.911133
	Iteration 14Q: 3 clusters Score -168387.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -168473.281250 Penalty: 2634.911133
	Iteration 15Q: 3 clusters Score -168473.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -168539.328125 Penalty: 2634.911133
	Iteration 16Q: 3 clusters Score -168539.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -168602.984375 Penalty: 2634.911133
	Iteration 17Q: 3 clusters Score -168603 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -168645.453125 Penalty: 2634.911133
	Iteration 18Q: 3 clusters Score -168645.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -168685.937500 Penalty: 2634.911133
	Iteration 19Q: 3 clusters Score -168685.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -168712.531250 Penalty: 2634.911133
	Iteration 20F: 3 clusters Score -168712.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -168738.796875 Penalty: 2634.911133
	Iteration 21Q: 3 clusters Score -168738.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -168761.046875 Penalty: 2634.911133
	Iteration 22Q: 3 clusters Score -168761 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -168784.781250 Penalty: 2634.911133
	Iteration 23Q: 3 clusters Score -168784.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -168809.343750 Penalty: 2634.911133
	Iteration 24Q: 3 clusters Score -168809.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -168833.687500 Penalty: 2634.911133
	Iteration 25Q: 3 clusters Score -168833.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -168850.437500 Penalty: 2634.911133
	Iteration 26Q: 3 clusters Score -168850.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -168868.640625 Penalty: 2634.911133
	Iteration 27Q: 3 clusters Score -168868.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -168883.937500 Penalty: 2634.911133
	Iteration 28Q: 3 clusters Score -168883.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -168901.640625 Penalty: 2634.911133
	Iteration 29Q: 3 clusters Score -168901.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -168915.515625 Penalty: 2634.911133
	Iteration 30Q: 3 clusters Score -168915.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -168925.078125 Penalty: 2634.911133
	Iteration 31Q: 3 clusters Score -168925.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -168930.546875 Penalty: 2634.911133
	Iteration 32Q: 3 clusters Score -168930.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -168934.015625 Penalty: 2634.911133
	Iteration 33Q: 3 clusters Score -168934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -168934.625000 Penalty: 2634.911133
	Iteration 34Q: 3 clusters Score -168934.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -168934.625000 Penalty: 2634.911133
	Iteration 35F: 3 clusters Score -168934.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Entering Unmasked Estep 
Score: -82344.976562 Penalty: 1225.523560
	Iteration 0F: 2 clusters Score -82344.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -80313.843750 Penalty: 2451.047119
	Iteration 0F: 3 clusters Score -80313.84 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -80747.757812 Penalty: 2451.047119
	Iteration 1F: 3 clusters Score -80747.76 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -80854.085938 Penalty: 2451.047119
	Iteration 2F: 3 clusters Score -80854.09 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -80907.398438 Penalty: 2451.047119
	Iteration 3Q: 3 clusters Score -80907.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -80935.914062 Penalty: 2451.047119
	Iteration 4Q: 3 clusters Score -80935.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -80950.859375 Penalty: 2451.047119
	Iteration 5Q: 3 clusters Score -80950.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -80960.914062 Penalty: 2451.047119
	Iteration 6Q: 3 clusters Score -80960.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -80970.562500 Penalty: 2451.047119
	Iteration 7Q: 3 clusters Score -80970.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -80979.382812 Penalty: 2451.047119
	Iteration 8Q: 3 clusters Score -80979.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -80985.156250 Penalty: 2451.047119
	Iteration 9Q: 3 clusters Score -80985.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -80989.281250 Penalty: 2451.047119
	Iteration 10Q: 3 clusters Score -80989.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -80993.382812 Penalty: 2451.047119
	Iteration 11Q: 3 clusters Score -80993.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -80995.312500 Penalty: 2451.047119
	Iteration 12Q: 3 clusters Score -80995.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -80997.523438 Penalty: 2451.047119
	Iteration 13Q: 3 clusters Score -80997.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -81000.281250 Penalty: 2451.047119
	Iteration 14Q: 3 clusters Score -81000.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -81001.015625 Penalty: 2451.047119
	Iteration 15Q: 3 clusters Score -81001.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -81001.625000 Penalty: 2451.047119
	Iteration 16Q: 3 clusters Score -81001.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -81002.882812 Penalty: 2451.047119
	Iteration 17Q: 3 clusters Score -81002.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -81004.125000 Penalty: 2451.047119
	Iteration 18Q: 3 clusters Score -81004.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -81004.929688 Penalty: 2451.047119
	Iteration 19Q: 3 clusters Score -81004.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -81005.726562 Penalty: 2451.047119
	Iteration 20F: 3 clusters Score -81005.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -81007.468750 Penalty: 2451.047119
	Iteration 21Q: 3 clusters Score -81007.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -81009.015625 Penalty: 2451.047119
	Iteration 22Q: 3 clusters Score -81009.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -81009.382812 Penalty: 2451.047119
	Iteration 23Q: 3 clusters Score -81009.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -81009.906250 Penalty: 2451.047119
	Iteration 24Q: 3 clusters Score -81009.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -81009.906250 Penalty: 2451.047119
	Iteration 25F: 3 clusters Score -81009.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Entering Unmasked Estep 
Score: -319752.187500 Penalty: 1418.868408
	Iteration 0F: 2 clusters Score -319752.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -315023.906250 Penalty: 2837.736816
	Iteration 0F: 3 clusters Score -315023.9 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -316334.843750 Penalty: 2837.736816
	Iteration 1F: 3 clusters Score -316334.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -316497.500000 Penalty: 2837.736816
	Iteration 2F: 3 clusters Score -316497.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -316623.062500 Penalty: 2837.736816
	Iteration 3Q: 3 clusters Score -316623.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -316724.281250 Penalty: 2837.736816
	Iteration 4Q: 3 clusters Score -316724.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -316808.437500 Penalty: 2837.736816
	Iteration 5Q: 3 clusters Score -316808.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -316874.500000 Penalty: 2837.736816
	Iteration 6Q: 3 clusters Score -316874.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -316936.531250 Penalty: 2837.736816
	Iteration 7Q: 3 clusters Score -316936.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -317014.875000 Penalty: 2837.736816
	Iteration 8Q: 3 clusters Score -317014.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -317082.593750 Penalty: 2837.736816
	Iteration 9Q: 3 clusters Score -317082.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -317172.218750 Penalty: 2837.736816
	Iteration 10Q: 3 clusters Score -317172.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -317258.656250 Penalty: 2837.736816
	Iteration 11Q: 3 clusters Score -317258.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -317348.281250 Penalty: 2837.736816
	Iteration 12Q: 3 clusters Score -317348.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -317453.500000 Penalty: 2837.736816
	Iteration 13Q: 3 clusters Score -317453.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -317554.625000 Penalty: 2837.736816
	Iteration 14Q: 3 clusters Score -317554.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -317658.375000 Penalty: 2837.736816
	Iteration 15Q: 3 clusters Score -317658.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -317779.000000 Penalty: 2837.736816
	Iteration 16Q: 3 clusters Score -317779 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -317914.781250 Penalty: 2837.736816
	Iteration 17Q: 3 clusters Score -317914.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -318031.062500 Penalty: 2837.736816
	Iteration 18Q: 3 clusters Score -318031.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -318134.531250 Penalty: 2837.736816
	Iteration 19Q: 3 clusters Score -318134.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -318217.156250 Penalty: 2837.736816
	Iteration 20F: 3 clusters Score -318217.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -318287.781250 Penalty: 2837.736816
	Iteration 21Q: 3 clusters Score -318287.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -318340.156250 Penalty: 2837.736816
	Iteration 22Q: 3 clusters Score -318340.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -318397.718750 Penalty: 2837.736816
	Iteration 23Q: 3 clusters Score -318397.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -318430.500000 Penalty: 2837.736816
	Iteration 24Q: 3 clusters Score -318430.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -318450.531250 Penalty: 2837.736816
	Iteration 25Q: 3 clusters Score -318450.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -318466.468750 Penalty: 2837.736816
	Iteration 26Q: 3 clusters Score -318466.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -318477.968750 Penalty: 2837.736816
	Iteration 27Q: 3 clusters Score -318478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -318491.093750 Penalty: 2837.736816
	Iteration 28Q: 3 clusters Score -318491.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -318503.875000 Penalty: 2837.736816
	Iteration 29Q: 3 clusters Score -318503.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -318523.843750 Penalty: 2837.736816
	Iteration 30Q: 3 clusters Score -318523.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -318535.562500 Penalty: 2837.736816
	Iteration 31Q: 3 clusters Score -318535.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -318545.687500 Penalty: 2837.736816
	Iteration 32Q: 3 clusters Score -318545.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -318552.125000 Penalty: 2837.736816
	Iteration 33Q: 3 clusters Score -318552.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -318557.968750 Penalty: 2837.736816
	Iteration 34Q: 3 clusters Score -318558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -318562.250000 Penalty: 2837.736816
	Iteration 35Q: 3 clusters Score -318562.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -318566.750000 Penalty: 2837.736816
	Iteration 36Q: 3 clusters Score -318566.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -318571.312500 Penalty: 2837.736816
	Iteration 37Q: 3 clusters Score -318571.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -318575.468750 Penalty: 2837.736816
	Iteration 38Q: 3 clusters Score -318575.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -318582.906250 Penalty: 2837.736816
	Iteration 39Q: 3 clusters Score -318582.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -318586.375000 Penalty: 2837.736816
	Iteration 40F: 3 clusters Score -318586.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -318587.343750 Penalty: 2837.736816
	Iteration 41Q: 3 clusters Score -318587.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -318588.281250 Penalty: 2837.736816
	Iteration 42Q: 3 clusters Score -318588.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -318589.906250 Penalty: 2837.736816
	Iteration 43Q: 3 clusters Score -318589.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -318589.906250 Penalty: 2837.736816
	Iteration 44F: 3 clusters Score -318589.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (322549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322549 members 
Entering Unmasked Estep 
Score: -16414803.000000 Penalty: 2061.151611
	Iteration 0F: 2 clusters Score -1.64148e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161289 members 
Mstep: Class 2 contains 161260 members 
Entering Unmasked Estep 
Score: -16196630.000000 Penalty: 4122.303223
	Iteration 0F: 3 clusters Score -1.619663e+07 nChanged 157346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159031 members 
Mstep: Class 2 contains 163518 members 
Entering Unmasked Estep 
Score: -16291235.000000 Penalty: 4122.303223
	Iteration 1F: 3 clusters Score -1.629124e+07 nChanged 8782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158835 members 
Mstep: Class 2 contains 163714 members 
Entering Unmasked Estep 
Score: -16293067.000000 Penalty: 4122.303223
	Iteration 2Q: 3 clusters Score -1.629307e+07 nChanged 9632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158647 members 
Mstep: Class 2 contains 163902 members 
Entering Unmasked Estep 
Score: -16295439.000000 Penalty: 4122.303223
	Iteration 3Q: 3 clusters Score -1.629544e+07 nChanged 10918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158543 members 
Mstep: Class 2 contains 164006 members 
Entering Unmasked Estep 
Score: -16298799.000000 Penalty: 4122.303223
	Iteration 4Q: 3 clusters Score -1.62988e+07 nChanged 12411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158708 members 
Mstep: Class 2 contains 163841 members 
Entering Unmasked Estep 
Score: -16303431.000000 Penalty: 4122.303223
	Iteration 5Q: 3 clusters Score -1.630343e+07 nChanged 14377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159199 members 
Mstep: Class 2 contains 163350 members 
Entering Unmasked Estep 
Score: -16309857.000000 Penalty: 4122.303223
	Iteration 6Q: 3 clusters Score -1.630986e+07 nChanged 16978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159983 members 
Mstep: Class 2 contains 162566 members 
Entering Unmasked Estep 
Score: -16319776.000000 Penalty: 4122.303223
	Iteration 7F: 3 clusters Score -1.631978e+07 nChanged 19650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160787 members 
Mstep: Class 2 contains 161762 members 
Entering Unmasked Estep 
Score: -16333955.000000 Penalty: 4122.303223
	Iteration 8F: 3 clusters Score -1.633396e+07 nChanged 20833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161224 members 
Mstep: Class 2 contains 161325 members 
Entering Unmasked Estep 
Score: -16348980.000000 Penalty: 4122.303223
	Iteration 9F: 3 clusters Score -1.634898e+07 nChanged 17471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161461 members 
Mstep: Class 2 contains 161088 members 
Entering Unmasked Estep 
Score: -16357731.000000 Penalty: 4122.303223
	Iteration 10F: 3 clusters Score -1.635773e+07 nChanged 11110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161483 members 
Mstep: Class 2 contains 161066 members 
Entering Unmasked Estep 
Score: -16360320.000000 Penalty: 4122.303223
	Iteration 11Q: 3 clusters Score -1.636032e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161520 members 
Mstep: Class 2 contains 161029 members 
Entering Unmasked Estep 
Score: -16361087.000000 Penalty: 4122.303223
	Iteration 12Q: 3 clusters Score -1.636109e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161509 members 
Mstep: Class 2 contains 161040 members 
Entering Unmasked Estep 
Score: -16361465.000000 Penalty: 4122.303223
	Iteration 13Q: 3 clusters Score -1.636146e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161460 members 
Mstep: Class 2 contains 161089 members 
Entering Unmasked Estep 
Score: -16361928.000000 Penalty: 4122.303223
	Iteration 14Q: 3 clusters Score -1.636193e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161410 members 
Mstep: Class 2 contains 161139 members 
Entering Unmasked Estep 
Score: -16362247.000000 Penalty: 4122.303223
	Iteration 15Q: 3 clusters Score -1.636225e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161309 members 
Mstep: Class 2 contains 161240 members 
Entering Unmasked Estep 
Score: -16362583.000000 Penalty: 4122.303223
	Iteration 16Q: 3 clusters Score -1.636258e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161191 members 
Mstep: Class 2 contains 161358 members 
Entering Unmasked Estep 
Score: -16362925.000000 Penalty: 4122.303223
	Iteration 17Q: 3 clusters Score -1.636292e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161035 members 
Mstep: Class 2 contains 161514 members 
Entering Unmasked Estep 
Score: -16363198.000000 Penalty: 4122.303223
	Iteration 18Q: 3 clusters Score -1.63632e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160841 members 
Mstep: Class 2 contains 161708 members 
Entering Unmasked Estep 
Score: -16363533.000000 Penalty: 4122.303223
	Iteration 19Q: 3 clusters Score -1.636353e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160615 members 
Mstep: Class 2 contains 161934 members 
Entering Unmasked Estep 
Score: -16363919.000000 Penalty: 4122.303223
	Iteration 20F: 3 clusters Score -1.636392e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160371 members 
Mstep: Class 2 contains 162178 members 
Entering Unmasked Estep 
Score: -16364283.000000 Penalty: 4122.303223
	Iteration 21Q: 3 clusters Score -1.636428e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160120 members 
Mstep: Class 2 contains 162429 members 
Entering Unmasked Estep 
Score: -16364883.000000 Penalty: 4122.303223
	Iteration 22Q: 3 clusters Score -1.636488e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159796 members 
Mstep: Class 2 contains 162753 members 
Entering Unmasked Estep 
Score: -16365264.000000 Penalty: 4122.303223
	Iteration 23Q: 3 clusters Score -1.636526e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159429 members 
Mstep: Class 2 contains 163120 members 
Entering Unmasked Estep 
Score: -16365520.000000 Penalty: 4122.303223
	Iteration 24Q: 3 clusters Score -1.636552e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158956 members 
Mstep: Class 2 contains 163593 members 
Entering Unmasked Estep 
Score: -16365833.000000 Penalty: 4122.303223
	Iteration 25Q: 3 clusters Score -1.636583e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158482 members 
Mstep: Class 2 contains 164067 members 
Entering Unmasked Estep 
Score: -16366211.000000 Penalty: 4122.303223
	Iteration 26Q: 3 clusters Score -1.636621e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157994 members 
Mstep: Class 2 contains 164555 members 
Entering Unmasked Estep 
Score: -16366675.000000 Penalty: 4122.303223
	Iteration 27Q: 3 clusters Score -1.636668e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157400 members 
Mstep: Class 2 contains 165149 members 
Entering Unmasked Estep 
Score: -16367096.000000 Penalty: 4122.303223
	Iteration 28Q: 3 clusters Score -1.63671e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156765 members 
Mstep: Class 2 contains 165784 members 
Entering Unmasked Estep 
Score: -16367612.000000 Penalty: 4122.303223
	Iteration 29Q: 3 clusters Score -1.636761e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156078 members 
Mstep: Class 2 contains 166471 members 
Entering Unmasked Estep 
Score: -16368132.000000 Penalty: 4122.303223
	Iteration 30Q: 3 clusters Score -1.636813e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155276 members 
Mstep: Class 2 contains 167273 members 
Entering Unmasked Estep 
Score: -16368620.000000 Penalty: 4122.303223
	Iteration 31Q: 3 clusters Score -1.636862e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154376 members 
Mstep: Class 2 contains 168173 members 
Entering Unmasked Estep 
Score: -16369071.000000 Penalty: 4122.303223
	Iteration 32Q: 3 clusters Score -1.636907e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153430 members 
Mstep: Class 2 contains 169119 members 
Entering Unmasked Estep 
Score: -16369421.000000 Penalty: 4122.303223
	Iteration 33Q: 3 clusters Score -1.636942e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152288 members 
Mstep: Class 2 contains 170261 members 
Entering Unmasked Estep 
Score: -16370130.000000 Penalty: 4122.303223
	Iteration 34Q: 3 clusters Score -1.637013e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151011 members 
Mstep: Class 2 contains 171538 members 
Entering Unmasked Estep 
Score: -16370787.000000 Penalty: 4122.303223
	Iteration 35Q: 3 clusters Score -1.637079e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149602 members 
Mstep: Class 2 contains 172947 members 
Entering Unmasked Estep 
Score: -16371479.000000 Penalty: 4122.303223
	Iteration 36Q: 3 clusters Score -1.637148e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148149 members 
Mstep: Class 2 contains 174400 members 
Entering Unmasked Estep 
Score: -16372110.000000 Penalty: 4122.303223
	Iteration 37Q: 3 clusters Score -1.637211e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146647 members 
Mstep: Class 2 contains 175902 members 
Entering Unmasked Estep 
Score: -16372935.000000 Penalty: 4122.303223
	Iteration 38Q: 3 clusters Score -1.637294e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145028 members 
Mstep: Class 2 contains 177521 members 
Entering Unmasked Estep 
Score: -16373351.000000 Penalty: 4122.303223
	Iteration 39Q: 3 clusters Score -1.637335e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143340 members 
Mstep: Class 2 contains 179209 members 
Entering Unmasked Estep 
Score: -16374008.000000 Penalty: 4122.303223
	Iteration 40F: 3 clusters Score -1.637401e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141645 members 
Mstep: Class 2 contains 180904 members 
Entering Unmasked Estep 
Score: -16374597.000000 Penalty: 4122.303223
	Iteration 41Q: 3 clusters Score -1.63746e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139961 members 
Mstep: Class 2 contains 182588 members 
Entering Unmasked Estep 
Score: -16375268.000000 Penalty: 4122.303223
	Iteration 42Q: 3 clusters Score -1.637527e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138192 members 
Mstep: Class 2 contains 184357 members 
Entering Unmasked Estep 
Score: -16375798.000000 Penalty: 4122.303223
	Iteration 43Q: 3 clusters Score -1.63758e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136358 members 
Mstep: Class 2 contains 186191 members 
Entering Unmasked Estep 
Score: -16376086.000000 Penalty: 4122.303223
	Iteration 44Q: 3 clusters Score -1.637609e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134558 members 
Mstep: Class 2 contains 187991 members 
Entering Unmasked Estep 
Score: -16376439.000000 Penalty: 4122.303223
	Iteration 45Q: 3 clusters Score -1.637644e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132674 members 
Mstep: Class 2 contains 189875 members 
Entering Unmasked Estep 
Score: -16376813.000000 Penalty: 4122.303223
	Iteration 46Q: 3 clusters Score -1.637681e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130749 members 
Mstep: Class 2 contains 191800 members 
Entering Unmasked Estep 
Score: -16377167.000000 Penalty: 4122.303223
	Iteration 47Q: 3 clusters Score -1.637717e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128828 members 
Mstep: Class 2 contains 193721 members 
Entering Unmasked Estep 
Score: -16377449.000000 Penalty: 4122.303223
	Iteration 48Q: 3 clusters Score -1.637745e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126820 members 
Mstep: Class 2 contains 195729 members 
Entering Unmasked Estep 
Score: -16377757.000000 Penalty: 4122.303223
	Iteration 49Q: 3 clusters Score -1.637776e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124719 members 
Mstep: Class 2 contains 197830 members 
Entering Unmasked Estep 
Score: -16378013.000000 Penalty: 4122.303223
	Iteration 50Q: 3 clusters Score -1.637801e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122659 members 
Mstep: Class 2 contains 199890 members 
Entering Unmasked Estep 
Score: -16378250.000000 Penalty: 4122.303223
	Iteration 51Q: 3 clusters Score -1.637825e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120518 members 
Mstep: Class 2 contains 202031 members 
Entering Unmasked Estep 
Score: -16378639.000000 Penalty: 4122.303223
	Iteration 52Q: 3 clusters Score -1.637864e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118327 members 
Mstep: Class 2 contains 204222 members 
Entering Unmasked Estep 
Score: -16378868.000000 Penalty: 4122.303223
	Iteration 53Q: 3 clusters Score -1.637887e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116068 members 
Mstep: Class 2 contains 206481 members 
Entering Unmasked Estep 
Score: -16379378.000000 Penalty: 4122.303223
	Iteration 54Q: 3 clusters Score -1.637938e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113677 members 
Mstep: Class 2 contains 208872 members 
Entering Unmasked Estep 
Score: -16379853.000000 Penalty: 4122.303223
	Iteration 55Q: 3 clusters Score -1.637985e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111176 members 
Mstep: Class 2 contains 211373 members 
Entering Unmasked Estep 
Score: -16380347.000000 Penalty: 4122.303223
	Iteration 56Q: 3 clusters Score -1.638035e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108559 members 
Mstep: Class 2 contains 213990 members 
Entering Unmasked Estep 
Score: -16380764.000000 Penalty: 4122.303223
	Iteration 57Q: 3 clusters Score -1.638076e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105845 members 
Mstep: Class 2 contains 216704 members 
Entering Unmasked Estep 
Score: -16381194.000000 Penalty: 4122.303223
	Iteration 58Q: 3 clusters Score -1.638119e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103120 members 
Mstep: Class 2 contains 219429 members 
Entering Unmasked Estep 
Score: -16381774.000000 Penalty: 4122.303223
	Iteration 59Q: 3 clusters Score -1.638177e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100389 members 
Mstep: Class 2 contains 222160 members 
Entering Unmasked Estep 
Score: -16382412.000000 Penalty: 4122.303223
	Iteration 60F: 3 clusters Score -1.638241e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97646 members 
Mstep: Class 2 contains 224903 members 
Entering Unmasked Estep 
Score: -16382964.000000 Penalty: 4122.303223
	Iteration 61Q: 3 clusters Score -1.638296e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94791 members 
Mstep: Class 2 contains 227758 members 
Entering Unmasked Estep 
Score: -16383520.000000 Penalty: 4122.303223
	Iteration 62Q: 3 clusters Score -1.638352e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91832 members 
Mstep: Class 2 contains 230717 members 
Entering Unmasked Estep 
Score: -16384123.000000 Penalty: 4122.303223
	Iteration 63Q: 3 clusters Score -1.638412e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88829 members 
Mstep: Class 2 contains 233720 members 
Entering Unmasked Estep 
Score: -16384871.000000 Penalty: 4122.303223
	Iteration 64Q: 3 clusters Score -1.638487e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85792 members 
Mstep: Class 2 contains 236757 members 
Entering Unmasked Estep 
Score: -16385460.000000 Penalty: 4122.303223
	Iteration 65Q: 3 clusters Score -1.638546e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82650 members 
Mstep: Class 2 contains 239899 members 
Entering Unmasked Estep 
Score: -16386165.000000 Penalty: 4122.303223
	Iteration 66Q: 3 clusters Score -1.638616e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79515 members 
Mstep: Class 2 contains 243034 members 
Entering Unmasked Estep 
Score: -16386929.000000 Penalty: 4122.303223
	Iteration 67Q: 3 clusters Score -1.638693e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76342 members 
Mstep: Class 2 contains 246207 members 
Entering Unmasked Estep 
Score: -16387624.000000 Penalty: 4122.303223
	Iteration 68Q: 3 clusters Score -1.638762e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73107 members 
Mstep: Class 2 contains 249442 members 
Entering Unmasked Estep 
Score: -16388418.000000 Penalty: 4122.303223
	Iteration 69Q: 3 clusters Score -1.638842e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69814 members 
Mstep: Class 2 contains 252735 members 
Entering Unmasked Estep 
Score: -16389047.000000 Penalty: 4122.303223
	Iteration 70Q: 3 clusters Score -1.638905e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66428 members 
Mstep: Class 2 contains 256121 members 
Entering Unmasked Estep 
Score: -16389754.000000 Penalty: 4122.303223
	Iteration 71Q: 3 clusters Score -1.638975e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62965 members 
Mstep: Class 2 contains 259584 members 
Entering Unmasked Estep 
Score: -16390489.000000 Penalty: 4122.303223
	Iteration 72Q: 3 clusters Score -1.639049e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59544 members 
Mstep: Class 2 contains 263005 members 
Entering Unmasked Estep 
Score: -16391408.000000 Penalty: 4122.303223
	Iteration 73Q: 3 clusters Score -1.639141e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56146 members 
Mstep: Class 2 contains 266403 members 
Entering Unmasked Estep 
Score: -16392328.000000 Penalty: 4122.303223
	Iteration 74Q: 3 clusters Score -1.639233e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52615 members 
Mstep: Class 2 contains 269934 members 
Entering Unmasked Estep 
Score: -16393288.000000 Penalty: 4122.303223
	Iteration 75Q: 3 clusters Score -1.639329e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49088 members 
Mstep: Class 2 contains 273461 members 
Entering Unmasked Estep 
Score: -16394200.000000 Penalty: 4122.303223
	Iteration 76Q: 3 clusters Score -1.63942e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 277188 members 
Entering Unmasked Estep 
Score: -16395399.000000 Penalty: 4122.303223
	Iteration 77Q: 3 clusters Score -1.63954e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 281093 members 
Entering Unmasked Estep 
Score: -16396668.000000 Penalty: 4122.303223
	Iteration 78Q: 3 clusters Score -1.639667e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 285024 members 
Entering Unmasked Estep 
Score: -16397982.000000 Penalty: 4122.303223
	Iteration 79Q: 3 clusters Score -1.639798e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 288974 members 
Entering Unmasked Estep 
Score: -16399470.000000 Penalty: 4122.303223
	Iteration 80F: 3 clusters Score -1.639947e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 292910 members 
Entering Unmasked Estep 
Score: -16401135.000000 Penalty: 4122.303223
	Iteration 81Q: 3 clusters Score -1.640114e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 296797 members 
Entering Unmasked Estep 
Score: -16402626.000000 Penalty: 4122.303223
	Iteration 82Q: 3 clusters Score -1.640263e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 300573 members 
Entering Unmasked Estep 
Score: -16404331.000000 Penalty: 4122.303223
	Iteration 83Q: 3 clusters Score -1.640433e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 304183 members 
Entering Unmasked Estep 
Score: -16405864.000000 Penalty: 4122.303223
	Iteration 84Q: 3 clusters Score -1.640586e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 307534 members 
Entering Unmasked Estep 
Score: -16407320.000000 Penalty: 4122.303223
	Iteration 85Q: 3 clusters Score -1.640732e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 310431 members 
Entering Unmasked Estep 
Score: -16408571.000000 Penalty: 4122.303223
	Iteration 86Q: 3 clusters Score -1.640857e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 312908 members 
Entering Unmasked Estep 
Score: -16409744.000000 Penalty: 4122.303223
	Iteration 87Q: 3 clusters Score -1.640974e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 314983 members 
Entering Unmasked Estep 
Score: -16410744.000000 Penalty: 4122.303223
	Iteration 88Q: 3 clusters Score -1.641074e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 316546 members 
Entering Unmasked Estep 
Score: -16411362.000000 Penalty: 4122.303223
	Iteration 89Q: 3 clusters Score -1.641136e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 317690 members 
Entering Unmasked Estep 
Score: -16411900.000000 Penalty: 4122.303223
	Iteration 90Q: 3 clusters Score -1.64119e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 318568 members 
Entering Unmasked Estep 
Score: -16412256.000000 Penalty: 4122.303223
	Iteration 91Q: 3 clusters Score -1.641226e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 319184 members 
Entering Unmasked Estep 
Score: -16412505.000000 Penalty: 4122.303223
	Iteration 92Q: 3 clusters Score -1.64125e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 319613 members 
Entering Unmasked Estep 
Score: -16412664.000000 Penalty: 4122.303223
	Iteration 93Q: 3 clusters Score -1.641266e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 319941 members 
Entering Unmasked Estep 
Score: -16412775.000000 Penalty: 4122.303223
	Iteration 94Q: 3 clusters Score -1.641278e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 320186 members 
Entering Unmasked Estep 
Score: -16412895.000000 Penalty: 4122.303223
	Iteration 95Q: 3 clusters Score -1.64129e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 320388 members 
Entering Unmasked Estep 
Score: -16412947.000000 Penalty: 4122.303223
	Iteration 96Q: 3 clusters Score -1.641295e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 320544 members 
Entering Unmasked Estep 
Score: -16412996.000000 Penalty: 4122.303223
	Iteration 97Q: 3 clusters Score -1.6413e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 320673 members 
Entering Unmasked Estep 
Score: -16413038.000000 Penalty: 4122.303223
	Iteration 98Q: 3 clusters Score -1.641304e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 320772 members 
Entering Unmasked Estep 
Score: -16413078.000000 Penalty: 4122.303223
	Iteration 99Q: 3 clusters Score -1.641308e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 320852 members 
Entering Unmasked Estep 
Score: -16413108.000000 Penalty: 4122.303223
	Iteration 100F: 3 clusters Score -1.641311e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 320907 members 
Entering Unmasked Estep 
Score: -16413144.000000 Penalty: 4122.303223
	Iteration 101Q: 3 clusters Score -1.641314e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 320951 members 
Entering Unmasked Estep 
Score: -16413151.000000 Penalty: 4122.303223
	Iteration 102Q: 3 clusters Score -1.641315e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 320991 members 
Entering Unmasked Estep 
Score: -16413172.000000 Penalty: 4122.303223
	Iteration 103Q: 3 clusters Score -1.641317e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 321015 members 
Entering Unmasked Estep 
Score: -16413182.000000 Penalty: 4122.303223
	Iteration 104Q: 3 clusters Score -1.641318e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 321043 members 
Entering Unmasked Estep 
Score: -16413190.000000 Penalty: 4122.303223
	Iteration 105Q: 3 clusters Score -1.641319e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 321067 members 
Entering Unmasked Estep 
Score: -16413209.000000 Penalty: 4122.303223
	Iteration 106Q: 3 clusters Score -1.641321e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 321088 members 
Entering Unmasked Estep 
Score: -16413215.000000 Penalty: 4122.303223
	Iteration 107Q: 3 clusters Score -1.641322e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 321104 members 
Entering Unmasked Estep 
Score: -16413240.000000 Penalty: 4122.303223
	Iteration 108Q: 3 clusters Score -1.641324e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 321117 members 
Entering Unmasked Estep 
Score: -16413225.000000 Penalty: 4122.303223
	Iteration 109Q: 3 clusters Score -1.641322e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 321131 members 
Entering Unmasked Estep 
Score: -16413244.000000 Penalty: 4122.303223
	Iteration 110Q: 3 clusters Score -1.641324e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 321143 members 
Entering Unmasked Estep 
Score: -16413247.000000 Penalty: 4122.303223
	Iteration 111Q: 3 clusters Score -1.641325e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 321155 members 
Entering Unmasked Estep 
Score: -16413261.000000 Penalty: 4122.303223
	Iteration 112Q: 3 clusters Score -1.641326e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 321165 members 
Entering Unmasked Estep 
Score: -16413275.000000 Penalty: 4122.303223
	Iteration 113Q: 3 clusters Score -1.641328e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 321170 members 
Entering Unmasked Estep 
Score: -16413278.000000 Penalty: 4122.303223
	Iteration 114Q: 3 clusters Score -1.641328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 321174 members 
Entering Unmasked Estep 
Score: -16413268.000000 Penalty: 4122.303223
	Iteration 115Q: 3 clusters Score -1.641327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 321175 members 
Entering Unmasked Estep 
Score: -16413267.000000 Penalty: 4122.303223
	Iteration 116Q: 3 clusters Score -1.641327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 321179 members 
Entering Unmasked Estep 
Score: -16413263.000000 Penalty: 4122.303223
	Iteration 117Q: 3 clusters Score -1.641326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 321182 members 
Entering Unmasked Estep 
Score: -16413271.000000 Penalty: 4122.303223
	Iteration 118Q: 3 clusters Score -1.641327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 321181 members 
Entering Unmasked Estep 
Score: -16413273.000000 Penalty: 4122.303223
	Iteration 119Q: 3 clusters Score -1.641327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 321184 members 
Entering Unmasked Estep 
Score: -16413271.000000 Penalty: 4122.303223
	Iteration 120F: 3 clusters Score -1.641327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 321187 members 
Entering Unmasked Estep 
Score: -16413270.000000 Penalty: 4122.303223
	Iteration 121Q: 3 clusters Score -1.641327e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 321187 members 
Entering Unmasked Estep 
Score: -16413280.000000 Penalty: 4122.303223
	Iteration 122Q: 3 clusters Score -1.641328e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 321192 members 
Entering Unmasked Estep 
Score: -16413291.000000 Penalty: 4122.303223
	Iteration 123Q: 3 clusters Score -1.641329e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 321194 members 
Entering Unmasked Estep 
Score: -16413294.000000 Penalty: 4122.303223
	Iteration 124Q: 3 clusters Score -1.641329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 321196 members 
Entering Unmasked Estep 
Score: -16413284.000000 Penalty: 4122.303223
	Iteration 125Q: 3 clusters Score -1.641328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 321195 members 
Entering Unmasked Estep 
Score: -16413286.000000 Penalty: 4122.303223
	Iteration 126Q: 3 clusters Score -1.641329e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 321195 members 
Entering Unmasked Estep 
Score: -16413286.000000 Penalty: 4122.303223
	Iteration 127F: 3 clusters Score -1.641329e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Entering Unmasked Estep 
Score: -1048113.000000 Penalty: 1606.174561
	Iteration 0F: 2 clusters Score -1048113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1034715.125000 Penalty: 3212.349121
	Iteration 0F: 3 clusters Score -1034715 nChanged 8871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1039514.875000 Penalty: 3212.349121
	Iteration 1F: 3 clusters Score -1039515 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1039836.250000 Penalty: 3212.349121
	Iteration 2Q: 3 clusters Score -1039836 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1040185.125000 Penalty: 3212.349121
	Iteration 3Q: 3 clusters Score -1040185 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1040617.500000 Penalty: 3212.349121
	Iteration 4Q: 3 clusters Score -1040618 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1041180.500000 Penalty: 3212.349121
	Iteration 5F: 3 clusters Score -1041180 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -1041966.687500 Penalty: 3212.349121
	Iteration 6F: 3 clusters Score -1041967 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -1042945.875000 Penalty: 3212.349121
	Iteration 7F: 3 clusters Score -1042946 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -1044007.562500 Penalty: 3212.349121
	Iteration 8F: 3 clusters Score -1044008 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -1044948.812500 Penalty: 3212.349121
	Iteration 9F: 3 clusters Score -1044949 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -1045629.312500 Penalty: 3212.349121
	Iteration 10Q: 3 clusters Score -1045629 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -1046075.687500 Penalty: 3212.349121
	Iteration 11Q: 3 clusters Score -1046076 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -1046364.375000 Penalty: 3212.349121
	Iteration 12Q: 3 clusters Score -1046364 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -1046544.062500 Penalty: 3212.349121
	Iteration 13Q: 3 clusters Score -1046544 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -1046656.625000 Penalty: 3212.349121
	Iteration 14Q: 3 clusters Score -1046657 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -1046727.125000 Penalty: 3212.349121
	Iteration 15Q: 3 clusters Score -1046727 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -1046764.812500 Penalty: 3212.349121
	Iteration 16Q: 3 clusters Score -1046765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -1046781.687500 Penalty: 3212.349121
	Iteration 17Q: 3 clusters Score -1046782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -1046801.437500 Penalty: 3212.349121
	Iteration 18Q: 3 clusters Score -1046801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -1046811.812500 Penalty: 3212.349121
	Iteration 19Q: 3 clusters Score -1046812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -1046827.687500 Penalty: 3212.349121
	Iteration 20F: 3 clusters Score -1046828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -1046837.000000 Penalty: 3212.349121
	Iteration 21Q: 3 clusters Score -1046837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -1046843.500000 Penalty: 3212.349121
	Iteration 22Q: 3 clusters Score -1046844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -1046842.750000 Penalty: 3212.349121
	Iteration 23Q: 3 clusters Score -1046843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -1046846.187500 Penalty: 3212.349121
	Iteration 24Q: 3 clusters Score -1046846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -1046848.625000 Penalty: 3212.349121
	Iteration 25Q: 3 clusters Score -1046849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -1046848.562500 Penalty: 3212.349121
	Iteration 26Q: 3 clusters Score -1046849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -1046848.562500 Penalty: 3212.349121
	Iteration 27F: 3 clusters Score -1046849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Entering Unmasked Estep 
Score: -738069.125000 Penalty: 1552.548218
	Iteration 0F: 2 clusters Score -738069.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -728258.312500 Penalty: 3105.096436
	Iteration 0F: 3 clusters Score -728258.3 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -731465.937500 Penalty: 3105.096436
	Iteration 1F: 3 clusters Score -731465.9 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -731729.312500 Penalty: 3105.096436
	Iteration 2F: 3 clusters Score -731729.3 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -731960.250000 Penalty: 3105.096436
	Iteration 3Q: 3 clusters Score -731960.2 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -732176.875000 Penalty: 3105.096436
	Iteration 4Q: 3 clusters Score -732176.9 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -732407.187500 Penalty: 3105.096436
	Iteration 5Q: 3 clusters Score -732407.2 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -732642.687500 Penalty: 3105.096436
	Iteration 6Q: 3 clusters Score -732642.7 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -732947.437500 Penalty: 3105.096436
	Iteration 7Q: 3 clusters Score -732947.4 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -733309.437500 Penalty: 3105.096436
	Iteration 8Q: 3 clusters Score -733309.4 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -733758.875000 Penalty: 3105.096436
	Iteration 9F: 3 clusters Score -733758.9 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -734292.812500 Penalty: 3105.096436
	Iteration 10F: 3 clusters Score -734292.8 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -734838.375000 Penalty: 3105.096436
	Iteration 11F: 3 clusters Score -734838.4 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -735334.875000 Penalty: 3105.096436
	Iteration 12Q: 3 clusters Score -735334.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -735702.625000 Penalty: 3105.096436
	Iteration 13Q: 3 clusters Score -735702.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -735946.312500 Penalty: 3105.096436
	Iteration 14Q: 3 clusters Score -735946.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -736130.812500 Penalty: 3105.096436
	Iteration 15Q: 3 clusters Score -736130.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -736272.062500 Penalty: 3105.096436
	Iteration 16Q: 3 clusters Score -736272.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -736372.187500 Penalty: 3105.096436
	Iteration 17Q: 3 clusters Score -736372.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -736464.000000 Penalty: 3105.096436
	Iteration 18Q: 3 clusters Score -736464 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -736547.187500 Penalty: 3105.096436
	Iteration 19Q: 3 clusters Score -736547.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -736614.687500 Penalty: 3105.096436
	Iteration 20F: 3 clusters Score -736614.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -736659.812500 Penalty: 3105.096436
	Iteration 21Q: 3 clusters Score -736659.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -736696.625000 Penalty: 3105.096436
	Iteration 22Q: 3 clusters Score -736696.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -736734.250000 Penalty: 3105.096436
	Iteration 23Q: 3 clusters Score -736734.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -736772.062500 Penalty: 3105.096436
	Iteration 24Q: 3 clusters Score -736772.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -736798.625000 Penalty: 3105.096436
	Iteration 25Q: 3 clusters Score -736798.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -736828.562500 Penalty: 3105.096436
	Iteration 26Q: 3 clusters Score -736828.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -736844.250000 Penalty: 3105.096436
	Iteration 27Q: 3 clusters Score -736844.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -736865.937500 Penalty: 3105.096436
	Iteration 28Q: 3 clusters Score -736865.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -736883.000000 Penalty: 3105.096436
	Iteration 29Q: 3 clusters Score -736883 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -736892.562500 Penalty: 3105.096436
	Iteration 30Q: 3 clusters Score -736892.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -736899.687500 Penalty: 3105.096436
	Iteration 31Q: 3 clusters Score -736899.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -736902.437500 Penalty: 3105.096436
	Iteration 32Q: 3 clusters Score -736902.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -736907.187500 Penalty: 3105.096436
	Iteration 33Q: 3 clusters Score -736907.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -736909.812500 Penalty: 3105.096436
	Iteration 34Q: 3 clusters Score -736909.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -736910.812500 Penalty: 3105.096436
	Iteration 35Q: 3 clusters Score -736910.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -736912.750000 Penalty: 3105.096436
	Iteration 36Q: 3 clusters Score -736912.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -736915.187500 Penalty: 3105.096436
	Iteration 37Q: 3 clusters Score -736915.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -736917.875000 Penalty: 3105.096436
	Iteration 38Q: 3 clusters Score -736917.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -736920.750000 Penalty: 3105.096436
	Iteration 39Q: 3 clusters Score -736920.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -736921.625000 Penalty: 3105.096436
	Iteration 40F: 3 clusters Score -736921.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -736923.250000 Penalty: 3105.096436
	Iteration 41Q: 3 clusters Score -736923.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -736924.750000 Penalty: 3105.096436
	Iteration 42Q: 3 clusters Score -736924.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -736926.812500 Penalty: 3105.096436
	Iteration 43Q: 3 clusters Score -736926.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -736927.312500 Penalty: 3105.096436
	Iteration 44Q: 3 clusters Score -736927.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -736929.625000 Penalty: 3105.096436
	Iteration 45Q: 3 clusters Score -736929.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -736929.437500 Penalty: 3105.096436
	Iteration 46Q: 3 clusters Score -736929.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -736930.750000 Penalty: 3105.096436
	Iteration 47Q: 3 clusters Score -736930.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -736930.812500 Penalty: 3105.096436
	Iteration 48Q: 3 clusters Score -736930.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -736930.000000 Penalty: 3105.096436
	Iteration 49Q: 3 clusters Score -736930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -736931.000000 Penalty: 3105.096436
	Iteration 50Q: 3 clusters Score -736931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -736928.937500 Penalty: 3105.096436
	Iteration 51Q: 3 clusters Score -736928.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -736928.937500 Penalty: 3105.096436
	Iteration 52F: 3 clusters Score -736928.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 13003 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1913 members 
Mstep: Class 11 contains 5095 members 
Mstep: Class 13 contains 33614 members 
Mstep: Class 14 contains 4538 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322549 members 
Mstep: Class 23 contains 19617 members 
Mstep: Class 24 contains 14103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164806.000000 Penalty: 36036.289062
Iteration 159Q: 18 clusters Score -2.316481e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 13007 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11700 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1914 members 
Mstep: Class 11 contains 5095 members 
Mstep: Class 13 contains 33614 members 
Mstep: Class 14 contains 4537 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322549 members 
Mstep: Class 23 contains 19613 members 
Mstep: Class 24 contains 14103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164804.000000 Penalty: 36036.289062
Iteration 160F: 18 clusters Score -2.31648e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 13007 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11699 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 5095 members 
Mstep: Class 13 contains 33614 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322555 members 
Mstep: Class 23 contains 19608 members 
Mstep: Class 24 contains 14103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164810.000000 Penalty: 36036.289062
Iteration 161Q: 18 clusters Score -2.316481e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 13009 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11697 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 5095 members 
Mstep: Class 13 contains 33614 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322565 members 
Mstep: Class 23 contains 19598 members 
Mstep: Class 24 contains 14103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164800.000000 Penalty: 36036.289062
Iteration 162Q: 18 clusters Score -2.31648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 13009 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11697 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 5095 members 
Mstep: Class 13 contains 33614 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322572 members 
Mstep: Class 23 contains 19592 members 
Mstep: Class 24 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164796.000000 Penalty: 36036.289062
Iteration 163Q: 18 clusters Score -2.31648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 13009 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11697 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 5095 members 
Mstep: Class 13 contains 33615 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322579 members 
Mstep: Class 23 contains 19585 members 
Mstep: Class 24 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164798.000000 Penalty: 36036.289062
Iteration 164Q: 18 clusters Score -2.31648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 13009 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11697 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 5095 members 
Mstep: Class 13 contains 33615 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322586 members 
Mstep: Class 23 contains 19579 members 
Mstep: Class 24 contains 14100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164792.000000 Penalty: 36036.289062
Iteration 165Q: 18 clusters Score -2.316479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 13009 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11697 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 5095 members 
Mstep: Class 13 contains 33614 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322593 members 
Mstep: Class 23 contains 19574 members 
Mstep: Class 24 contains 14099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164818.000000 Penalty: 36036.289062
Iteration 166Q: 18 clusters Score -2.316482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 13009 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11697 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 5095 members 
Mstep: Class 13 contains 33614 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322593 members 
Mstep: Class 23 contains 19574 members 
Mstep: Class 24 contains 14099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164808.000000 Penalty: 36036.289062
Iteration 167Q: 18 clusters Score -2.316481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 13009 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11697 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 5095 members 
Mstep: Class 13 contains 33614 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 16 contains 3318 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322595 members 
Mstep: Class 23 contains 19573 members 
Mstep: Class 24 contains 14099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164808.000000 Penalty: 36036.289062
Iteration 168Q: 18 clusters Score -2.316481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 13009 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11697 members 
Mstep: Class 7 contains 2722 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 5095 members 
Mstep: Class 13 contains 33614 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 16 contains 3317 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322600 members 
Mstep: Class 23 contains 19570 members 
Mstep: Class 24 contains 14099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164832.000000 Penalty: 36036.289062
Iteration 169Q: 18 clusters Score -2.316483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 13009 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11697 members 
Mstep: Class 7 contains 2722 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 5095 members 
Mstep: Class 13 contains 33614 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 16 contains 3317 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322602 members 
Mstep: Class 23 contains 19569 members 
Mstep: Class 24 contains 14098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164828.000000 Penalty: 36036.289062
Iteration 170Q: 18 clusters Score -2.316483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 13009 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11697 members 
Mstep: Class 7 contains 2722 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 5095 members 
Mstep: Class 13 contains 33614 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 16 contains 3317 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322604 members 
Mstep: Class 23 contains 19568 members 
Mstep: Class 24 contains 14097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164828.000000 Penalty: 36036.289062
Iteration 171Q: 18 clusters Score -2.316483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 13009 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11697 members 
Mstep: Class 7 contains 2722 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 5095 members 
Mstep: Class 13 contains 33614 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 16 contains 3317 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322607 members 
Mstep: Class 23 contains 19566 members 
Mstep: Class 24 contains 14096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164812.000000 Penalty: 36036.289062
Iteration 172Q: 18 clusters Score -2.316481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 13009 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11698 members 
Mstep: Class 7 contains 2722 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 5095 members 
Mstep: Class 13 contains 33613 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 16 contains 3317 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322612 members 
Mstep: Class 23 contains 19563 members 
Mstep: Class 24 contains 14094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164828.000000 Penalty: 36036.289062
Iteration 173Q: 18 clusters Score -2.316483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 13009 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11698 members 
Mstep: Class 7 contains 2722 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 5095 members 
Mstep: Class 13 contains 33611 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 16 contains 3317 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322619 members 
Mstep: Class 23 contains 19560 members 
Mstep: Class 24 contains 14092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164836.000000 Penalty: 36036.289062
Iteration 174Q: 18 clusters Score -2.316484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 13009 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11698 members 
Mstep: Class 7 contains 2722 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 5095 members 
Mstep: Class 13 contains 33610 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 16 contains 3317 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322624 members 
Mstep: Class 23 contains 19559 members 
Mstep: Class 24 contains 14089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164820.000000 Penalty: 36036.289062
Iteration 175Q: 18 clusters Score -2.316482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 13009 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11698 members 
Mstep: Class 7 contains 2722 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 5095 members 
Mstep: Class 13 contains 33610 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 16 contains 3317 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322630 members 
Mstep: Class 23 contains 19558 members 
Mstep: Class 24 contains 14084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164812.000000 Penalty: 36036.289062
Iteration 176Q: 18 clusters Score -2.316481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 13009 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11698 members 
Mstep: Class 7 contains 2722 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 5095 members 
Mstep: Class 13 contains 33610 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 16 contains 3317 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322633 members 
Mstep: Class 23 contains 19557 members 
Mstep: Class 24 contains 14082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164814.000000 Penalty: 36036.289062
Iteration 177Q: 18 clusters Score -2.316481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 13009 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11698 members 
Mstep: Class 7 contains 2722 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 5095 members 
Mstep: Class 13 contains 33610 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 16 contains 3317 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322634 members 
Mstep: Class 23 contains 19556 members 
Mstep: Class 24 contains 14082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164806.000000 Penalty: 36036.289062
Iteration 178Q: 18 clusters Score -2.316481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 13009 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11698 members 
Mstep: Class 7 contains 2722 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 5095 members 
Mstep: Class 13 contains 33610 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 16 contains 3317 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322635 members 
Mstep: Class 23 contains 19555 members 
Mstep: Class 24 contains 14082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164808.000000 Penalty: 36036.289062
Iteration 179Q: 18 clusters Score -2.316481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 13009 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 11698 members 
Mstep: Class 7 contains 2722 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 5095 members 
Mstep: Class 13 contains 33610 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 16 contains 3317 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 22 contains 322636 members 
Mstep: Class 23 contains 19554 members 
Mstep: Class 24 contains 14082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164810.000000 Penalty: 36036.289062
Iteration 180F: 18 clusters Score -2.316481e+07 nChanged 0
Entering ConstructFrom: 
Score: -23164810.000000 Penalty: 36036.289062
Entering ConstructFrom: 
Trying to split cluster 1 (7234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Entering Unmasked Estep 
Score: -404599.343750 Penalty: 1444.063843
	Iteration 0F: 2 clusters Score -404599.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -399125.968750 Penalty: 2888.127686
	Iteration 0F: 3 clusters Score -399126 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -400770.281250 Penalty: 2888.127686
	Iteration 1F: 3 clusters Score -400770.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -400941.718750 Penalty: 2888.127686
	Iteration 2F: 3 clusters Score -400941.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -401045.218750 Penalty: 2888.127686
	Iteration 3Q: 3 clusters Score -401045.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -401129.062500 Penalty: 2888.127686
	Iteration 4Q: 3 clusters Score -401129.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -401207.593750 Penalty: 2888.127686
	Iteration 5Q: 3 clusters Score -401207.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -401287.062500 Penalty: 2888.127686
	Iteration 6Q: 3 clusters Score -401287.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -401362.562500 Penalty: 2888.127686
	Iteration 7Q: 3 clusters Score -401362.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -401424.906250 Penalty: 2888.127686
	Iteration 8Q: 3 clusters Score -401424.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -401477.375000 Penalty: 2888.127686
	Iteration 9Q: 3 clusters Score -401477.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -401531.468750 Penalty: 2888.127686
	Iteration 10Q: 3 clusters Score -401531.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -401575.218750 Penalty: 2888.127686
	Iteration 11Q: 3 clusters Score -401575.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -401614.968750 Penalty: 2888.127686
	Iteration 12Q: 3 clusters Score -401615 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -401656.562500 Penalty: 2888.127686
	Iteration 13Q: 3 clusters Score -401656.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -401712.187500 Penalty: 2888.127686
	Iteration 14Q: 3 clusters Score -401712.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -401778.625000 Penalty: 2888.127686
	Iteration 15Q: 3 clusters Score -401778.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -401854.125000 Penalty: 2888.127686
	Iteration 16Q: 3 clusters Score -401854.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -401939.000000 Penalty: 2888.127686
	Iteration 17Q: 3 clusters Score -401939 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -402050.843750 Penalty: 2888.127686
	Iteration 18Q: 3 clusters Score -402050.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -402174.156250 Penalty: 2888.127686
	Iteration 19Q: 3 clusters Score -402174.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -402296.187500 Penalty: 2888.127686
	Iteration 20F: 3 clusters Score -402296.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -402392.843750 Penalty: 2888.127686
	Iteration 21Q: 3 clusters Score -402392.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -402505.750000 Penalty: 2888.127686
	Iteration 22Q: 3 clusters Score -402505.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -402631.656250 Penalty: 2888.127686
	Iteration 23Q: 3 clusters Score -402631.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -402752.968750 Penalty: 2888.127686
	Iteration 24Q: 3 clusters Score -402753 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -402873.125000 Penalty: 2888.127686
	Iteration 25Q: 3 clusters Score -402873.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -402966.968750 Penalty: 2888.127686
	Iteration 26Q: 3 clusters Score -402967 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -403034.093750 Penalty: 2888.127686
	Iteration 27Q: 3 clusters Score -403034.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -403087.843750 Penalty: 2888.127686
	Iteration 28Q: 3 clusters Score -403087.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -403131.343750 Penalty: 2888.127686
	Iteration 29Q: 3 clusters Score -403131.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -403175.156250 Penalty: 2888.127686
	Iteration 30Q: 3 clusters Score -403175.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -403215.125000 Penalty: 2888.127686
	Iteration 31Q: 3 clusters Score -403215.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -403253.312500 Penalty: 2888.127686
	Iteration 32Q: 3 clusters Score -403253.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -403278.781250 Penalty: 2888.127686
	Iteration 33Q: 3 clusters Score -403278.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -403294.593750 Penalty: 2888.127686
	Iteration 34Q: 3 clusters Score -403294.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -403304.687500 Penalty: 2888.127686
	Iteration 35Q: 3 clusters Score -403304.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -403315.875000 Penalty: 2888.127686
	Iteration 36Q: 3 clusters Score -403315.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -403322.781250 Penalty: 2888.127686
	Iteration 37Q: 3 clusters Score -403322.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -403330.250000 Penalty: 2888.127686
	Iteration 38Q: 3 clusters Score -403330.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -403342.281250 Penalty: 2888.127686
	Iteration 39Q: 3 clusters Score -403342.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -403347.281250 Penalty: 2888.127686
	Iteration 40F: 3 clusters Score -403347.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -403350.125000 Penalty: 2888.127686
	Iteration 41Q: 3 clusters Score -403350.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -403351.656250 Penalty: 2888.127686
	Iteration 42Q: 3 clusters Score -403351.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -403352.062500 Penalty: 2888.127686
	Iteration 43Q: 3 clusters Score -403352.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -403354.000000 Penalty: 2888.127686
	Iteration 44Q: 3 clusters Score -403354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -403356.593750 Penalty: 2888.127686
	Iteration 45Q: 3 clusters Score -403356.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -403361.000000 Penalty: 2888.127686
	Iteration 46Q: 3 clusters Score -403361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -403361.625000 Penalty: 2888.127686
	Iteration 47Q: 3 clusters Score -403361.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -403362.812500 Penalty: 2888.127686
	Iteration 48Q: 3 clusters Score -403362.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -403362.812500 Penalty: 2888.127686
	Iteration 49F: 3 clusters Score -403362.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Entering Unmasked Estep 
Score: -182345.796875 Penalty: 1326.640503
	Iteration 0F: 2 clusters Score -182345.8 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 1775 members 
Entering Unmasked Estep 
Score: -179306.640625 Penalty: 2653.281006
	Iteration 0F: 3 clusters Score -179306.6 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -180067.406250 Penalty: 2653.281006
	Iteration 1F: 3 clusters Score -180067.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -180214.453125 Penalty: 2653.281006
	Iteration 2F: 3 clusters Score -180214.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -180318.125000 Penalty: 2653.281006
	Iteration 3Q: 3 clusters Score -180318.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -180396.953125 Penalty: 2653.281006
	Iteration 4Q: 3 clusters Score -180397 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -180456.796875 Penalty: 2653.281006
	Iteration 5Q: 3 clusters Score -180456.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -180510.312500 Penalty: 2653.281006
	Iteration 6Q: 3 clusters Score -180510.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -180569.187500 Penalty: 2653.281006
	Iteration 7Q: 3 clusters Score -180569.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -180623.750000 Penalty: 2653.281006
	Iteration 8Q: 3 clusters Score -180623.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -180670.734375 Penalty: 2653.281006
	Iteration 9Q: 3 clusters Score -180670.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -180711.562500 Penalty: 2653.281006
	Iteration 10Q: 3 clusters Score -180711.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -180749.234375 Penalty: 2653.281006
	Iteration 11Q: 3 clusters Score -180749.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -180784.046875 Penalty: 2653.281006
	Iteration 12Q: 3 clusters Score -180784 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -180811.125000 Penalty: 2653.281006
	Iteration 13Q: 3 clusters Score -180811.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -180835.546875 Penalty: 2653.281006
	Iteration 14Q: 3 clusters Score -180835.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -180867.250000 Penalty: 2653.281006
	Iteration 15Q: 3 clusters Score -180867.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -180897.906250 Penalty: 2653.281006
	Iteration 16Q: 3 clusters Score -180897.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -180921.281250 Penalty: 2653.281006
	Iteration 17Q: 3 clusters Score -180921.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -180944.750000 Penalty: 2653.281006
	Iteration 18Q: 3 clusters Score -180944.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -180960.750000 Penalty: 2653.281006
	Iteration 19Q: 3 clusters Score -180960.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -180978.828125 Penalty: 2653.281006
	Iteration 20F: 3 clusters Score -180978.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -180994.859375 Penalty: 2653.281006
	Iteration 21Q: 3 clusters Score -180994.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -181005.390625 Penalty: 2653.281006
	Iteration 22Q: 3 clusters Score -181005.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -181017.515625 Penalty: 2653.281006
	Iteration 23Q: 3 clusters Score -181017.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -181026.593750 Penalty: 2653.281006
	Iteration 24Q: 3 clusters Score -181026.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -181037.468750 Penalty: 2653.281006
	Iteration 25Q: 3 clusters Score -181037.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -181050.203125 Penalty: 2653.281006
	Iteration 26Q: 3 clusters Score -181050.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -181061.703125 Penalty: 2653.281006
	Iteration 27Q: 3 clusters Score -181061.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -181072.859375 Penalty: 2653.281006
	Iteration 28Q: 3 clusters Score -181072.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -181083.125000 Penalty: 2653.281006
	Iteration 29Q: 3 clusters Score -181083.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -181089.640625 Penalty: 2653.281006
	Iteration 30Q: 3 clusters Score -181089.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -181094.000000 Penalty: 2653.281006
	Iteration 31Q: 3 clusters Score -181094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -181096.328125 Penalty: 2653.281006
	Iteration 32Q: 3 clusters Score -181096.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -181098.265625 Penalty: 2653.281006
	Iteration 33Q: 3 clusters Score -181098.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -181100.562500 Penalty: 2653.281006
	Iteration 34Q: 3 clusters Score -181100.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -181103.265625 Penalty: 2653.281006
	Iteration 35Q: 3 clusters Score -181103.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -181105.250000 Penalty: 2653.281006
	Iteration 36Q: 3 clusters Score -181105.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -181107.734375 Penalty: 2653.281006
	Iteration 37Q: 3 clusters Score -181107.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -181109.359375 Penalty: 2653.281006
	Iteration 38Q: 3 clusters Score -181109.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -181111.218750 Penalty: 2653.281006
	Iteration 39Q: 3 clusters Score -181111.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -181111.781250 Penalty: 2653.281006
	Iteration 40F: 3 clusters Score -181111.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -181112.296875 Penalty: 2653.281006
	Iteration 41Q: 3 clusters Score -181112.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -181112.609375 Penalty: 2653.281006
	Iteration 42Q: 3 clusters Score -181112.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -181112.640625 Penalty: 2653.281006
	Iteration 43Q: 3 clusters Score -181112.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -181112.640625 Penalty: 2653.281006
	Iteration 44F: 3 clusters Score -181112.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Entering Unmasked Estep 
Score: -429441.343750 Penalty: 1457.240112
	Iteration 0F: 2 clusters Score -429441.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -423609.531250 Penalty: 2914.480225
	Iteration 0F: 3 clusters Score -423609.5 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -425371.968750 Penalty: 2914.480225
	Iteration 1F: 3 clusters Score -425372 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -425563.562500 Penalty: 2914.480225
	Iteration 2F: 3 clusters Score -425563.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -425705.093750 Penalty: 2914.480225
	Iteration 3Q: 3 clusters Score -425705.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -425845.312500 Penalty: 2914.480225
	Iteration 4Q: 3 clusters Score -425845.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -425980.031250 Penalty: 2914.480225
	Iteration 5Q: 3 clusters Score -425980 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -426125.562500 Penalty: 2914.480225
	Iteration 6Q: 3 clusters Score -426125.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -426290.687500 Penalty: 2914.480225
	Iteration 7Q: 3 clusters Score -426290.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -426490.750000 Penalty: 2914.480225
	Iteration 8Q: 3 clusters Score -426490.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -426778.281250 Penalty: 2914.480225
	Iteration 9F: 3 clusters Score -426778.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -427103.531250 Penalty: 2914.480225
	Iteration 10F: 3 clusters Score -427103.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -427402.968750 Penalty: 2914.480225
	Iteration 11Q: 3 clusters Score -427403 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -427633.812500 Penalty: 2914.480225
	Iteration 12Q: 3 clusters Score -427633.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -427828.781250 Penalty: 2914.480225
	Iteration 13Q: 3 clusters Score -427828.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -427954.687500 Penalty: 2914.480225
	Iteration 14Q: 3 clusters Score -427954.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -428033.906250 Penalty: 2914.480225
	Iteration 15Q: 3 clusters Score -428033.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -428074.281250 Penalty: 2914.480225
	Iteration 16Q: 3 clusters Score -428074.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -428095.843750 Penalty: 2914.480225
	Iteration 17Q: 3 clusters Score -428095.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -428110.187500 Penalty: 2914.480225
	Iteration 18Q: 3 clusters Score -428110.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -428122.125000 Penalty: 2914.480225
	Iteration 19Q: 3 clusters Score -428122.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -428136.312500 Penalty: 2914.480225
	Iteration 20F: 3 clusters Score -428136.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -428145.156250 Penalty: 2914.480225
	Iteration 21Q: 3 clusters Score -428145.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -428150.343750 Penalty: 2914.480225
	Iteration 22Q: 3 clusters Score -428150.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -428154.062500 Penalty: 2914.480225
	Iteration 23Q: 3 clusters Score -428154.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -428158.062500 Penalty: 2914.480225
	Iteration 24Q: 3 clusters Score -428158.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -428162.375000 Penalty: 2914.480225
	Iteration 25Q: 3 clusters Score -428162.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -428166.781250 Penalty: 2914.480225
	Iteration 26Q: 3 clusters Score -428166.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -428169.187500 Penalty: 2914.480225
	Iteration 27Q: 3 clusters Score -428169.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -428168.937500 Penalty: 2914.480225
	Iteration 28Q: 3 clusters Score -428168.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -428170.000000 Penalty: 2914.480225
	Iteration 29Q: 3 clusters Score -428170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -428171.593750 Penalty: 2914.480225
	Iteration 30Q: 3 clusters Score -428171.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -428171.687500 Penalty: 2914.480225
	Iteration 31Q: 3 clusters Score -428171.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -428173.968750 Penalty: 2914.480225
	Iteration 32Q: 3 clusters Score -428174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -428176.343750 Penalty: 2914.480225
	Iteration 33Q: 3 clusters Score -428176.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -428179.250000 Penalty: 2914.480225
	Iteration 34Q: 3 clusters Score -428179.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -428181.562500 Penalty: 2914.480225
	Iteration 35Q: 3 clusters Score -428181.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -428182.562500 Penalty: 2914.480225
	Iteration 36Q: 3 clusters Score -428182.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -428186.156250 Penalty: 2914.480225
	Iteration 37Q: 3 clusters Score -428186.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -428186.687500 Penalty: 2914.480225
	Iteration 38Q: 3 clusters Score -428186.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -428187.250000 Penalty: 2914.480225
	Iteration 39Q: 3 clusters Score -428187.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -428188.437500 Penalty: 2914.480225
	Iteration 40F: 3 clusters Score -428188.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -428188.906250 Penalty: 2914.480225
	Iteration 41Q: 3 clusters Score -428188.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -428189.687500 Penalty: 2914.480225
	Iteration 42Q: 3 clusters Score -428189.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -428191.000000 Penalty: 2914.480225
	Iteration 43Q: 3 clusters Score -428191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -428193.718750 Penalty: 2914.480225
	Iteration 44Q: 3 clusters Score -428193.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -428195.593750 Penalty: 2914.480225
	Iteration 45Q: 3 clusters Score -428195.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -428196.843750 Penalty: 2914.480225
	Iteration 46Q: 3 clusters Score -428196.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -428196.406250 Penalty: 2914.480225
	Iteration 47Q: 3 clusters Score -428196.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -428196.750000 Penalty: 2914.480225
	Iteration 48Q: 3 clusters Score -428196.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -428197.000000 Penalty: 2914.480225
	Iteration 49Q: 3 clusters Score -428197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -428197.000000 Penalty: 2914.480225
	Iteration 50F: 3 clusters Score -428197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Entering Unmasked Estep 
Score: -656593.125000 Penalty: 1539.426880
	Iteration 0F: 2 clusters Score -656593.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -647516.562500 Penalty: 3078.853760
	Iteration 0F: 3 clusters Score -647516.6 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -650508.750000 Penalty: 3078.853760
	Iteration 1F: 3 clusters Score -650508.8 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -650799.250000 Penalty: 3078.853760
	Iteration 2F: 3 clusters Score -650799.2 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -651035.250000 Penalty: 3078.853760
	Iteration 3Q: 3 clusters Score -651035.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -651223.812500 Penalty: 3078.853760
	Iteration 4Q: 3 clusters Score -651223.8 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -651414.375000 Penalty: 3078.853760
	Iteration 5Q: 3 clusters Score -651414.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -651626.500000 Penalty: 3078.853760
	Iteration 6Q: 3 clusters Score -651626.5 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -651869.750000 Penalty: 3078.853760
	Iteration 7Q: 3 clusters Score -651869.8 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -652178.687500 Penalty: 3078.853760
	Iteration 8Q: 3 clusters Score -652178.7 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -652519.500000 Penalty: 3078.853760
	Iteration 9Q: 3 clusters Score -652519.5 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -652907.687500 Penalty: 3078.853760
	Iteration 10Q: 3 clusters Score -652907.7 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -653301.062500 Penalty: 3078.853760
	Iteration 11Q: 3 clusters Score -653301.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -653715.062500 Penalty: 3078.853760
	Iteration 12Q: 3 clusters Score -653715.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -654092.250000 Penalty: 3078.853760
	Iteration 13Q: 3 clusters Score -654092.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -654397.062500 Penalty: 3078.853760
	Iteration 14Q: 3 clusters Score -654397.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -654609.812500 Penalty: 3078.853760
	Iteration 15Q: 3 clusters Score -654609.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -654815.812500 Penalty: 3078.853760
	Iteration 16Q: 3 clusters Score -654815.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -654965.500000 Penalty: 3078.853760
	Iteration 17Q: 3 clusters Score -654965.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -655073.562500 Penalty: 3078.853760
	Iteration 18Q: 3 clusters Score -655073.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -655141.062500 Penalty: 3078.853760
	Iteration 19Q: 3 clusters Score -655141.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -655179.500000 Penalty: 3078.853760
	Iteration 20F: 3 clusters Score -655179.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -655204.500000 Penalty: 3078.853760
	Iteration 21Q: 3 clusters Score -655204.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -655222.000000 Penalty: 3078.853760
	Iteration 22Q: 3 clusters Score -655222 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -655235.250000 Penalty: 3078.853760
	Iteration 23Q: 3 clusters Score -655235.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -655243.125000 Penalty: 3078.853760
	Iteration 24Q: 3 clusters Score -655243.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -655245.375000 Penalty: 3078.853760
	Iteration 25Q: 3 clusters Score -655245.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -655249.687500 Penalty: 3078.853760
	Iteration 26Q: 3 clusters Score -655249.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -655253.062500 Penalty: 3078.853760
	Iteration 27Q: 3 clusters Score -655253.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -655256.750000 Penalty: 3078.853760
	Iteration 28Q: 3 clusters Score -655256.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -655256.625000 Penalty: 3078.853760
	Iteration 29Q: 3 clusters Score -655256.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -655258.312500 Penalty: 3078.853760
	Iteration 30Q: 3 clusters Score -655258.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -655258.000000 Penalty: 3078.853760
	Iteration 31Q: 3 clusters Score -655258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -655259.562500 Penalty: 3078.853760
	Iteration 32Q: 3 clusters Score -655259.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -655260.437500 Penalty: 3078.853760
	Iteration 33Q: 3 clusters Score -655260.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -655261.500000 Penalty: 3078.853760
	Iteration 34Q: 3 clusters Score -655261.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -655264.187500 Penalty: 3078.853760
	Iteration 35Q: 3 clusters Score -655264.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -655266.812500 Penalty: 3078.853760
	Iteration 36Q: 3 clusters Score -655266.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -655267.750000 Penalty: 3078.853760
	Iteration 37Q: 3 clusters Score -655267.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -655269.187500 Penalty: 3078.853760
	Iteration 38Q: 3 clusters Score -655269.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -655270.875000 Penalty: 3078.853760
	Iteration 39Q: 3 clusters Score -655270.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -655272.062500 Penalty: 3078.853760
	Iteration 40F: 3 clusters Score -655272.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -655271.437500 Penalty: 3078.853760
	Iteration 41Q: 3 clusters Score -655271.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -655271.437500 Penalty: 3078.853760
	Iteration 42F: 3 clusters Score -655271.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Entering Unmasked Estep 
Score: -199698.828125 Penalty: 1341.318604
	Iteration 0F: 2 clusters Score -199698.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -196472.406250 Penalty: 2682.637207
	Iteration 0F: 3 clusters Score -196472.4 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -197301.593750 Penalty: 2682.637207
	Iteration 1F: 3 clusters Score -197301.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -197427.640625 Penalty: 2682.637207
	Iteration 2F: 3 clusters Score -197427.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -197524.562500 Penalty: 2682.637207
	Iteration 3Q: 3 clusters Score -197524.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -197589.421875 Penalty: 2682.637207
	Iteration 4Q: 3 clusters Score -197589.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -197645.546875 Penalty: 2682.637207
	Iteration 5Q: 3 clusters Score -197645.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -197701.296875 Penalty: 2682.637207
	Iteration 6Q: 3 clusters Score -197701.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -197757.140625 Penalty: 2682.637207
	Iteration 7Q: 3 clusters Score -197757.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -197809.421875 Penalty: 2682.637207
	Iteration 8Q: 3 clusters Score -197809.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -197873.437500 Penalty: 2682.637207
	Iteration 9Q: 3 clusters Score -197873.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -197935.656250 Penalty: 2682.637207
	Iteration 10Q: 3 clusters Score -197935.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -198004.687500 Penalty: 2682.637207
	Iteration 11Q: 3 clusters Score -198004.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -198074.656250 Penalty: 2682.637207
	Iteration 12Q: 3 clusters Score -198074.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -198129.968750 Penalty: 2682.637207
	Iteration 13Q: 3 clusters Score -198130 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -198173.640625 Penalty: 2682.637207
	Iteration 14Q: 3 clusters Score -198173.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -198212.609375 Penalty: 2682.637207
	Iteration 15Q: 3 clusters Score -198212.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -198238.093750 Penalty: 2682.637207
	Iteration 16Q: 3 clusters Score -198238.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -198265.781250 Penalty: 2682.637207
	Iteration 17Q: 3 clusters Score -198265.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -198285.546875 Penalty: 2682.637207
	Iteration 18Q: 3 clusters Score -198285.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -198301.671875 Penalty: 2682.637207
	Iteration 19Q: 3 clusters Score -198301.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -198312.078125 Penalty: 2682.637207
	Iteration 20F: 3 clusters Score -198312.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -198319.875000 Penalty: 2682.637207
	Iteration 21Q: 3 clusters Score -198319.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -198325.765625 Penalty: 2682.637207
	Iteration 22Q: 3 clusters Score -198325.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -198328.359375 Penalty: 2682.637207
	Iteration 23Q: 3 clusters Score -198328.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -198330.625000 Penalty: 2682.637207
	Iteration 24Q: 3 clusters Score -198330.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -198332.187500 Penalty: 2682.637207
	Iteration 25Q: 3 clusters Score -198332.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -198333.703125 Penalty: 2682.637207
	Iteration 26Q: 3 clusters Score -198333.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -198335.390625 Penalty: 2682.637207
	Iteration 27Q: 3 clusters Score -198335.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -198338.578125 Penalty: 2682.637207
	Iteration 28Q: 3 clusters Score -198338.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -198341.765625 Penalty: 2682.637207
	Iteration 29Q: 3 clusters Score -198341.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -198344.031250 Penalty: 2682.637207
	Iteration 30Q: 3 clusters Score -198344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -198345.921875 Penalty: 2682.637207
	Iteration 31Q: 3 clusters Score -198345.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -198346.593750 Penalty: 2682.637207
	Iteration 32Q: 3 clusters Score -198346.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -198346.906250 Penalty: 2682.637207
	Iteration 33Q: 3 clusters Score -198346.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -198346.906250 Penalty: 2682.637207
	Iteration 34F: 3 clusters Score -198346.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Entering Unmasked Estep 
Score: -628842.750000 Penalty: 1522.165649
	Iteration 0F: 2 clusters Score -628842.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -620563.187500 Penalty: 3044.331299
	Iteration 0F: 3 clusters Score -620563.2 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -623346.812500 Penalty: 3044.331299
	Iteration 1F: 3 clusters Score -623346.8 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -623671.187500 Penalty: 3044.331299
	Iteration 2F: 3 clusters Score -623671.2 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -623979.625000 Penalty: 3044.331299
	Iteration 3F: 3 clusters Score -623979.6 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -624293.750000 Penalty: 3044.331299
	Iteration 4F: 3 clusters Score -624293.8 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -624632.437500 Penalty: 3044.331299
	Iteration 5F: 3 clusters Score -624632.4 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -625009.625000 Penalty: 3044.331299
	Iteration 6F: 3 clusters Score -625009.6 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -625458.875000 Penalty: 3044.331299
	Iteration 7F: 3 clusters Score -625458.9 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -625989.562500 Penalty: 3044.331299
	Iteration 8F: 3 clusters Score -625989.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -626444.062500 Penalty: 3044.331299
	Iteration 9Q: 3 clusters Score -626444.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -626791.750000 Penalty: 3044.331299
	Iteration 10Q: 3 clusters Score -626791.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -627050.000000 Penalty: 3044.331299
	Iteration 11Q: 3 clusters Score -627050 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -627197.187500 Penalty: 3044.331299
	Iteration 12Q: 3 clusters Score -627197.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -627296.062500 Penalty: 3044.331299
	Iteration 13Q: 3 clusters Score -627296.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -627359.625000 Penalty: 3044.331299
	Iteration 14Q: 3 clusters Score -627359.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -627394.000000 Penalty: 3044.331299
	Iteration 15Q: 3 clusters Score -627394 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -627423.437500 Penalty: 3044.331299
	Iteration 16Q: 3 clusters Score -627423.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -627450.375000 Penalty: 3044.331299
	Iteration 17Q: 3 clusters Score -627450.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -627467.187500 Penalty: 3044.331299
	Iteration 18Q: 3 clusters Score -627467.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -627489.062500 Penalty: 3044.331299
	Iteration 19Q: 3 clusters Score -627489.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -627502.187500 Penalty: 3044.331299
	Iteration 20F: 3 clusters Score -627502.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -627511.187500 Penalty: 3044.331299
	Iteration 21Q: 3 clusters Score -627511.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -627517.875000 Penalty: 3044.331299
	Iteration 22Q: 3 clusters Score -627517.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -627523.187500 Penalty: 3044.331299
	Iteration 23Q: 3 clusters Score -627523.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -627535.687500 Penalty: 3044.331299
	Iteration 24Q: 3 clusters Score -627535.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -627543.875000 Penalty: 3044.331299
	Iteration 25Q: 3 clusters Score -627543.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -627551.062500 Penalty: 3044.331299
	Iteration 26Q: 3 clusters Score -627551.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -627556.250000 Penalty: 3044.331299
	Iteration 27Q: 3 clusters Score -627556.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -627557.312500 Penalty: 3044.331299
	Iteration 28Q: 3 clusters Score -627557.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -627561.312500 Penalty: 3044.331299
	Iteration 29Q: 3 clusters Score -627561.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -627562.062500 Penalty: 3044.331299
	Iteration 30Q: 3 clusters Score -627562.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -627564.375000 Penalty: 3044.331299
	Iteration 31Q: 3 clusters Score -627564.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -627569.562500 Penalty: 3044.331299
	Iteration 32Q: 3 clusters Score -627569.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -627571.437500 Penalty: 3044.331299
	Iteration 33Q: 3 clusters Score -627571.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -627576.125000 Penalty: 3044.331299
	Iteration 34Q: 3 clusters Score -627576.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -627580.000000 Penalty: 3044.331299
	Iteration 35Q: 3 clusters Score -627580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -627584.875000 Penalty: 3044.331299
	Iteration 36Q: 3 clusters Score -627584.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -627587.187500 Penalty: 3044.331299
	Iteration 37Q: 3 clusters Score -627587.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -627588.000000 Penalty: 3044.331299
	Iteration 38Q: 3 clusters Score -627588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -627589.625000 Penalty: 3044.331299
	Iteration 39Q: 3 clusters Score -627589.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -627591.000000 Penalty: 3044.331299
	Iteration 40F: 3 clusters Score -627591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -627595.250000 Penalty: 3044.331299
	Iteration 41Q: 3 clusters Score -627595.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -627596.437500 Penalty: 3044.331299
	Iteration 42Q: 3 clusters Score -627596.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -627595.875000 Penalty: 3044.331299
	Iteration 43Q: 3 clusters Score -627595.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -627596.875000 Penalty: 3044.331299
	Iteration 44Q: 3 clusters Score -627596.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -627596.625000 Penalty: 3044.331299
	Iteration 45Q: 3 clusters Score -627596.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -627595.375000 Penalty: 3044.331299
	Iteration 46Q: 3 clusters Score -627595.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -627595.375000 Penalty: 3044.331299
	Iteration 47F: 3 clusters Score -627595.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Entering Unmasked Estep 
Score: -140006.343750 Penalty: 1285.232300
	Iteration 0F: 2 clusters Score -140006.3 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 1336 members 
Entering Unmasked Estep 
Score: -137458.390625 Penalty: 2570.464600
	Iteration 0F: 3 clusters Score -137458.4 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -138108.015625 Penalty: 2570.464600
	Iteration 1F: 3 clusters Score -138108 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -138266.546875 Penalty: 2570.464600
	Iteration 2F: 3 clusters Score -138266.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -138417.671875 Penalty: 2570.464600
	Iteration 3F: 3 clusters Score -138417.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -138558.171875 Penalty: 2570.464600
	Iteration 4F: 3 clusters Score -138558.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -138672.625000 Penalty: 2570.464600
	Iteration 5Q: 3 clusters Score -138672.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -138772.203125 Penalty: 2570.464600
	Iteration 6Q: 3 clusters Score -138772.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -138852.437500 Penalty: 2570.464600
	Iteration 7Q: 3 clusters Score -138852.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -138914.921875 Penalty: 2570.464600
	Iteration 8Q: 3 clusters Score -138914.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -138957.234375 Penalty: 2570.464600
	Iteration 9Q: 3 clusters Score -138957.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -138992.156250 Penalty: 2570.464600
	Iteration 10Q: 3 clusters Score -138992.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -139030.906250 Penalty: 2570.464600
	Iteration 11Q: 3 clusters Score -139030.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -139066.093750 Penalty: 2570.464600
	Iteration 12Q: 3 clusters Score -139066.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -139087.390625 Penalty: 2570.464600
	Iteration 13Q: 3 clusters Score -139087.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -139099.875000 Penalty: 2570.464600
	Iteration 14Q: 3 clusters Score -139099.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -139105.937500 Penalty: 2570.464600
	Iteration 15Q: 3 clusters Score -139105.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -139114.171875 Penalty: 2570.464600
	Iteration 16Q: 3 clusters Score -139114.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -139118.250000 Penalty: 2570.464600
	Iteration 17Q: 3 clusters Score -139118.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -139121.515625 Penalty: 2570.464600
	Iteration 18Q: 3 clusters Score -139121.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -139123.921875 Penalty: 2570.464600
	Iteration 19Q: 3 clusters Score -139123.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -139127.781250 Penalty: 2570.464600
	Iteration 20F: 3 clusters Score -139127.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -139130.218750 Penalty: 2570.464600
	Iteration 21Q: 3 clusters Score -139130.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -139134.515625 Penalty: 2570.464600
	Iteration 22Q: 3 clusters Score -139134.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -139139.281250 Penalty: 2570.464600
	Iteration 23Q: 3 clusters Score -139139.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -139144.296875 Penalty: 2570.464600
	Iteration 24Q: 3 clusters Score -139144.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -139150.078125 Penalty: 2570.464600
	Iteration 25Q: 3 clusters Score -139150.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -139152.593750 Penalty: 2570.464600
	Iteration 26Q: 3 clusters Score -139152.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -139154.531250 Penalty: 2570.464600
	Iteration 27Q: 3 clusters Score -139154.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -139155.078125 Penalty: 2570.464600
	Iteration 28Q: 3 clusters Score -139155.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -139155.984375 Penalty: 2570.464600
	Iteration 29Q: 3 clusters Score -139156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -139156.640625 Penalty: 2570.464600
	Iteration 30Q: 3 clusters Score -139156.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -139156.609375 Penalty: 2570.464600
	Iteration 31Q: 3 clusters Score -139156.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -139157.328125 Penalty: 2570.464600
	Iteration 32Q: 3 clusters Score -139157.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -139158.046875 Penalty: 2570.464600
	Iteration 33Q: 3 clusters Score -139158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -139158.046875 Penalty: 2570.464600
	Iteration 34F: 3 clusters Score -139158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Entering Unmasked Estep 
Score: -91544.890625 Penalty: 1228.089355
	Iteration 0F: 2 clusters Score -91544.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -89487.296875 Penalty: 2456.178711
	Iteration 0F: 3 clusters Score -89487.3 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -89900.070312 Penalty: 2456.178711
	Iteration 1F: 3 clusters Score -89900.07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -90028.921875 Penalty: 2456.178711
	Iteration 2F: 3 clusters Score -90028.92 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -90106.710938 Penalty: 2456.178711
	Iteration 3F: 3 clusters Score -90106.71 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -90161.640625 Penalty: 2456.178711
	Iteration 4Q: 3 clusters Score -90161.64 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -90206.960938 Penalty: 2456.178711
	Iteration 5Q: 3 clusters Score -90206.96 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -90240.484375 Penalty: 2456.178711
	Iteration 6Q: 3 clusters Score -90240.48 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -90268.898438 Penalty: 2456.178711
	Iteration 7Q: 3 clusters Score -90268.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -90284.679688 Penalty: 2456.178711
	Iteration 8Q: 3 clusters Score -90284.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -90295.210938 Penalty: 2456.178711
	Iteration 9Q: 3 clusters Score -90295.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -90304.632812 Penalty: 2456.178711
	Iteration 10Q: 3 clusters Score -90304.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -90311.828125 Penalty: 2456.178711
	Iteration 11Q: 3 clusters Score -90311.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -90322.156250 Penalty: 2456.178711
	Iteration 12Q: 3 clusters Score -90322.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -90327.453125 Penalty: 2456.178711
	Iteration 13Q: 3 clusters Score -90327.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -90329.656250 Penalty: 2456.178711
	Iteration 14Q: 3 clusters Score -90329.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -90334.382812 Penalty: 2456.178711
	Iteration 15Q: 3 clusters Score -90334.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -90337.781250 Penalty: 2456.178711
	Iteration 16Q: 3 clusters Score -90337.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -90341.093750 Penalty: 2456.178711
	Iteration 17Q: 3 clusters Score -90341.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -90343.257812 Penalty: 2456.178711
	Iteration 18Q: 3 clusters Score -90343.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -90345.210938 Penalty: 2456.178711
	Iteration 19Q: 3 clusters Score -90345.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -90347.593750 Penalty: 2456.178711
	Iteration 20F: 3 clusters Score -90347.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -90349.210938 Penalty: 2456.178711
	Iteration 21Q: 3 clusters Score -90349.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -90351.195312 Penalty: 2456.178711
	Iteration 22Q: 3 clusters Score -90351.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -90353.093750 Penalty: 2456.178711
	Iteration 23Q: 3 clusters Score -90353.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -90356.531250 Penalty: 2456.178711
	Iteration 24Q: 3 clusters Score -90356.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -90360.218750 Penalty: 2456.178711
	Iteration 25Q: 3 clusters Score -90360.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -90365.156250 Penalty: 2456.178711
	Iteration 26Q: 3 clusters Score -90365.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -90367.476562 Penalty: 2456.178711
	Iteration 27Q: 3 clusters Score -90367.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -90373.531250 Penalty: 2456.178711
	Iteration 28Q: 3 clusters Score -90373.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -90377.625000 Penalty: 2456.178711
	Iteration 29Q: 3 clusters Score -90377.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -90382.734375 Penalty: 2456.178711
	Iteration 30Q: 3 clusters Score -90382.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -90385.343750 Penalty: 2456.178711
	Iteration 31Q: 3 clusters Score -90385.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -90390.953125 Penalty: 2456.178711
	Iteration 32Q: 3 clusters Score -90390.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -90395.617188 Penalty: 2456.178711
	Iteration 33Q: 3 clusters Score -90395.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -90398.992188 Penalty: 2456.178711
	Iteration 34Q: 3 clusters Score -90398.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -90405.015625 Penalty: 2456.178711
	Iteration 35Q: 3 clusters Score -90405.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -90409.914062 Penalty: 2456.178711
	Iteration 36Q: 3 clusters Score -90409.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -90413.242188 Penalty: 2456.178711
	Iteration 37Q: 3 clusters Score -90413.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -90416.734375 Penalty: 2456.178711
	Iteration 38Q: 3 clusters Score -90416.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -90426.320312 Penalty: 2456.178711
	Iteration 39Q: 3 clusters Score -90426.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -90436.906250 Penalty: 2456.178711
	Iteration 40F: 3 clusters Score -90436.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -90446.289062 Penalty: 2456.178711
	Iteration 41Q: 3 clusters Score -90446.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -90458.492188 Penalty: 2456.178711
	Iteration 42Q: 3 clusters Score -90458.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -90474.187500 Penalty: 2456.178711
	Iteration 43Q: 3 clusters Score -90474.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -90486.078125 Penalty: 2456.178711
	Iteration 44Q: 3 clusters Score -90486.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -90493.695312 Penalty: 2456.178711
	Iteration 45Q: 3 clusters Score -90493.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -90502.203125 Penalty: 2456.178711
	Iteration 46Q: 3 clusters Score -90502.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -90511.085938 Penalty: 2456.178711
	Iteration 47Q: 3 clusters Score -90511.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -90521.203125 Penalty: 2456.178711
	Iteration 48Q: 3 clusters Score -90521.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -90527.890625 Penalty: 2456.178711
	Iteration 49Q: 3 clusters Score -90527.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -90534.867188 Penalty: 2456.178711
	Iteration 50Q: 3 clusters Score -90534.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -90544.218750 Penalty: 2456.178711
	Iteration 51Q: 3 clusters Score -90544.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -90556.164062 Penalty: 2456.178711
	Iteration 52Q: 3 clusters Score -90556.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -90569.398438 Penalty: 2456.178711
	Iteration 53Q: 3 clusters Score -90569.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -90576.773438 Penalty: 2456.178711
	Iteration 54Q: 3 clusters Score -90576.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -90585.335938 Penalty: 2456.178711
	Iteration 55Q: 3 clusters Score -90585.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -90593.843750 Penalty: 2456.178711
	Iteration 56Q: 3 clusters Score -90593.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -90603.242188 Penalty: 2456.178711
	Iteration 57Q: 3 clusters Score -90603.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -90609.015625 Penalty: 2456.178711
	Iteration 58Q: 3 clusters Score -90609.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -90612.898438 Penalty: 2456.178711
	Iteration 59Q: 3 clusters Score -90612.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -90615.820312 Penalty: 2456.178711
	Iteration 60F: 3 clusters Score -90615.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -90618.968750 Penalty: 2456.178711
	Iteration 61Q: 3 clusters Score -90618.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -90621.054688 Penalty: 2456.178711
	Iteration 62Q: 3 clusters Score -90621.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -90623.007812 Penalty: 2456.178711
	Iteration 63Q: 3 clusters Score -90623.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -90625.890625 Penalty: 2456.178711
	Iteration 64Q: 3 clusters Score -90625.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -90629.460938 Penalty: 2456.178711
	Iteration 65Q: 3 clusters Score -90629.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -90635.492188 Penalty: 2456.178711
	Iteration 66Q: 3 clusters Score -90635.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -90640.210938 Penalty: 2456.178711
	Iteration 67Q: 3 clusters Score -90640.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -90645.359375 Penalty: 2456.178711
	Iteration 68Q: 3 clusters Score -90645.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -90650.421875 Penalty: 2456.178711
	Iteration 69Q: 3 clusters Score -90650.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -90654.515625 Penalty: 2456.178711
	Iteration 70Q: 3 clusters Score -90654.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -90659.023438 Penalty: 2456.178711
	Iteration 71Q: 3 clusters Score -90659.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -90665.781250 Penalty: 2456.178711
	Iteration 72Q: 3 clusters Score -90665.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -90672.093750 Penalty: 2456.178711
	Iteration 73Q: 3 clusters Score -90672.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -90680.179688 Penalty: 2456.178711
	Iteration 74Q: 3 clusters Score -90680.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -90686.828125 Penalty: 2456.178711
	Iteration 75Q: 3 clusters Score -90686.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -90692.562500 Penalty: 2456.178711
	Iteration 76Q: 3 clusters Score -90692.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -90697.164062 Penalty: 2456.178711
	Iteration 77Q: 3 clusters Score -90697.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -90705.476562 Penalty: 2456.178711
	Iteration 78Q: 3 clusters Score -90705.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -90710.375000 Penalty: 2456.178711
	Iteration 79Q: 3 clusters Score -90710.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -90712.593750 Penalty: 2456.178711
	Iteration 80F: 3 clusters Score -90712.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -90714.843750 Penalty: 2456.178711
	Iteration 81Q: 3 clusters Score -90714.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -90716.007812 Penalty: 2456.178711
	Iteration 82Q: 3 clusters Score -90716.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -90718.656250 Penalty: 2456.178711
	Iteration 83Q: 3 clusters Score -90718.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -90719.531250 Penalty: 2456.178711
	Iteration 84Q: 3 clusters Score -90719.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -90721.648438 Penalty: 2456.178711
	Iteration 85Q: 3 clusters Score -90721.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -90721.648438 Penalty: 2456.178711
	Iteration 86F: 3 clusters Score -90721.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Entering Unmasked Estep 
Score: -280730.906250 Penalty: 1387.102417
	Iteration 0F: 2 clusters Score -280730.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -276706.031250 Penalty: 2774.204834
	Iteration 0F: 3 clusters Score -276706 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -277818.750000 Penalty: 2774.204834
	Iteration 1F: 3 clusters Score -277818.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -277991.656250 Penalty: 2774.204834
	Iteration 2F: 3 clusters Score -277991.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -278111.906250 Penalty: 2774.204834
	Iteration 3Q: 3 clusters Score -278111.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -278189.125000 Penalty: 2774.204834
	Iteration 4Q: 3 clusters Score -278189.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -278250.843750 Penalty: 2774.204834
	Iteration 5Q: 3 clusters Score -278250.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -278297.031250 Penalty: 2774.204834
	Iteration 6Q: 3 clusters Score -278297 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -278336.906250 Penalty: 2774.204834
	Iteration 7Q: 3 clusters Score -278336.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -278377.500000 Penalty: 2774.204834
	Iteration 8Q: 3 clusters Score -278377.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -278415.968750 Penalty: 2774.204834
	Iteration 9Q: 3 clusters Score -278416 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -278462.062500 Penalty: 2774.204834
	Iteration 10Q: 3 clusters Score -278462.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -278520.531250 Penalty: 2774.204834
	Iteration 11Q: 3 clusters Score -278520.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -278593.031250 Penalty: 2774.204834
	Iteration 12Q: 3 clusters Score -278593 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -278668.250000 Penalty: 2774.204834
	Iteration 13Q: 3 clusters Score -278668.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -278745.343750 Penalty: 2774.204834
	Iteration 14Q: 3 clusters Score -278745.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -278830.562500 Penalty: 2774.204834
	Iteration 15Q: 3 clusters Score -278830.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -278902.875000 Penalty: 2774.204834
	Iteration 16Q: 3 clusters Score -278902.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -278959.343750 Penalty: 2774.204834
	Iteration 17Q: 3 clusters Score -278959.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -279008.093750 Penalty: 2774.204834
	Iteration 18Q: 3 clusters Score -279008.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -279053.656250 Penalty: 2774.204834
	Iteration 19Q: 3 clusters Score -279053.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -279084.281250 Penalty: 2774.204834
	Iteration 20F: 3 clusters Score -279084.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -279114.718750 Penalty: 2774.204834
	Iteration 21Q: 3 clusters Score -279114.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -279142.062500 Penalty: 2774.204834
	Iteration 22Q: 3 clusters Score -279142.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -279160.500000 Penalty: 2774.204834
	Iteration 23Q: 3 clusters Score -279160.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -279173.218750 Penalty: 2774.204834
	Iteration 24Q: 3 clusters Score -279173.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -279186.031250 Penalty: 2774.204834
	Iteration 25Q: 3 clusters Score -279186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -279196.062500 Penalty: 2774.204834
	Iteration 26Q: 3 clusters Score -279196.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -279205.250000 Penalty: 2774.204834
	Iteration 27Q: 3 clusters Score -279205.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -279221.968750 Penalty: 2774.204834
	Iteration 28Q: 3 clusters Score -279222 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -279236.406250 Penalty: 2774.204834
	Iteration 29Q: 3 clusters Score -279236.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -279247.343750 Penalty: 2774.204834
	Iteration 30Q: 3 clusters Score -279247.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -279255.375000 Penalty: 2774.204834
	Iteration 31Q: 3 clusters Score -279255.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -279265.531250 Penalty: 2774.204834
	Iteration 32Q: 3 clusters Score -279265.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -279273.312500 Penalty: 2774.204834
	Iteration 33Q: 3 clusters Score -279273.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -279279.593750 Penalty: 2774.204834
	Iteration 34Q: 3 clusters Score -279279.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -279283.906250 Penalty: 2774.204834
	Iteration 35Q: 3 clusters Score -279283.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -279287.125000 Penalty: 2774.204834
	Iteration 36Q: 3 clusters Score -279287.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -279288.375000 Penalty: 2774.204834
	Iteration 37Q: 3 clusters Score -279288.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -279290.437500 Penalty: 2774.204834
	Iteration 38Q: 3 clusters Score -279290.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -279291.750000 Penalty: 2774.204834
	Iteration 39Q: 3 clusters Score -279291.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -279294.375000 Penalty: 2774.204834
	Iteration 40F: 3 clusters Score -279294.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -279295.812500 Penalty: 2774.204834
	Iteration 41Q: 3 clusters Score -279295.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -279296.593750 Penalty: 2774.204834
	Iteration 42Q: 3 clusters Score -279296.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -279296.625000 Penalty: 2774.204834
	Iteration 43Q: 3 clusters Score -279296.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -279296.625000 Penalty: 2774.204834
	Iteration 44F: 3 clusters Score -279296.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (33610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Entering Unmasked Estep 
Score: -1773594.875000 Penalty: 1693.669067
	Iteration 0F: 2 clusters Score -1773595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -1750940.000000 Penalty: 3387.338135
	Iteration 0F: 3 clusters Score -1750940 nChanged 15576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -1759631.875000 Penalty: 3387.338135
	Iteration 1F: 3 clusters Score -1759632 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -1760026.625000 Penalty: 3387.338135
	Iteration 2Q: 3 clusters Score -1760027 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -1760511.000000 Penalty: 3387.338135
	Iteration 3Q: 3 clusters Score -1760511 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -1761104.625000 Penalty: 3387.338135
	Iteration 4Q: 3 clusters Score -1761105 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -1761864.875000 Penalty: 3387.338135
	Iteration 5Q: 3 clusters Score -1761865 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -1762861.500000 Penalty: 3387.338135
	Iteration 6F: 3 clusters Score -1762862 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -1764130.750000 Penalty: 3387.338135
	Iteration 7F: 3 clusters Score -1764131 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -1765543.125000 Penalty: 3387.338135
	Iteration 8F: 3 clusters Score -1765543 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -1766791.625000 Penalty: 3387.338135
	Iteration 9F: 3 clusters Score -1766792 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -1767645.250000 Penalty: 3387.338135
	Iteration 10Q: 3 clusters Score -1767645 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -1768126.875000 Penalty: 3387.338135
	Iteration 11Q: 3 clusters Score -1768127 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -1768368.625000 Penalty: 3387.338135
	Iteration 12Q: 3 clusters Score -1768369 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -1768550.250000 Penalty: 3387.338135
	Iteration 13Q: 3 clusters Score -1768550 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -1768715.125000 Penalty: 3387.338135
	Iteration 14Q: 3 clusters Score -1768715 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -1768858.625000 Penalty: 3387.338135
	Iteration 15Q: 3 clusters Score -1768859 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -1768981.625000 Penalty: 3387.338135
	Iteration 16Q: 3 clusters Score -1768982 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -1769094.625000 Penalty: 3387.338135
	Iteration 17Q: 3 clusters Score -1769095 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -1769188.500000 Penalty: 3387.338135
	Iteration 18Q: 3 clusters Score -1769188 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -1769286.625000 Penalty: 3387.338135
	Iteration 19Q: 3 clusters Score -1769287 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -1769371.000000 Penalty: 3387.338135
	Iteration 20F: 3 clusters Score -1769371 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -1769463.375000 Penalty: 3387.338135
	Iteration 21Q: 3 clusters Score -1769463 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -1769560.000000 Penalty: 3387.338135
	Iteration 22Q: 3 clusters Score -1769560 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -1769662.750000 Penalty: 3387.338135
	Iteration 23Q: 3 clusters Score -1769663 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -1769797.750000 Penalty: 3387.338135
	Iteration 24Q: 3 clusters Score -1769798 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -1769923.625000 Penalty: 3387.338135
	Iteration 25Q: 3 clusters Score -1769924 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -1770056.000000 Penalty: 3387.338135
	Iteration 26Q: 3 clusters Score -1770056 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -1770170.375000 Penalty: 3387.338135
	Iteration 27Q: 3 clusters Score -1770170 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -1770294.625000 Penalty: 3387.338135
	Iteration 28Q: 3 clusters Score -1770295 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -1770434.000000 Penalty: 3387.338135
	Iteration 29Q: 3 clusters Score -1770434 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -1770579.125000 Penalty: 3387.338135
	Iteration 30Q: 3 clusters Score -1770579 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -1770757.000000 Penalty: 3387.338135
	Iteration 31Q: 3 clusters Score -1770757 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -1770935.125000 Penalty: 3387.338135
	Iteration 32Q: 3 clusters Score -1770935 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -1771136.375000 Penalty: 3387.338135
	Iteration 33Q: 3 clusters Score -1771136 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -1771345.250000 Penalty: 3387.338135
	Iteration 34Q: 3 clusters Score -1771345 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -1771546.125000 Penalty: 3387.338135
	Iteration 35Q: 3 clusters Score -1771546 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -1771739.375000 Penalty: 3387.338135
	Iteration 36Q: 3 clusters Score -1771739 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -1771913.875000 Penalty: 3387.338135
	Iteration 37Q: 3 clusters Score -1771914 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -1772062.500000 Penalty: 3387.338135
	Iteration 38Q: 3 clusters Score -1772062 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -1772179.000000 Penalty: 3387.338135
	Iteration 39Q: 3 clusters Score -1772179 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -1772274.500000 Penalty: 3387.338135
	Iteration 40F: 3 clusters Score -1772274 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -1772367.875000 Penalty: 3387.338135
	Iteration 41Q: 3 clusters Score -1772368 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -1772448.000000 Penalty: 3387.338135
	Iteration 42Q: 3 clusters Score -1772448 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -1772513.750000 Penalty: 3387.338135
	Iteration 43Q: 3 clusters Score -1772514 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -1772581.375000 Penalty: 3387.338135
	Iteration 44Q: 3 clusters Score -1772581 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -1772639.250000 Penalty: 3387.338135
	Iteration 45Q: 3 clusters Score -1772639 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -1772690.625000 Penalty: 3387.338135
	Iteration 46Q: 3 clusters Score -1772691 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -1772740.000000 Penalty: 3387.338135
	Iteration 47Q: 3 clusters Score -1772740 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -1772776.250000 Penalty: 3387.338135
	Iteration 48Q: 3 clusters Score -1772776 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -1772829.625000 Penalty: 3387.338135
	Iteration 49Q: 3 clusters Score -1772830 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -1772861.625000 Penalty: 3387.338135
	Iteration 50Q: 3 clusters Score -1772862 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -1772888.000000 Penalty: 3387.338135
	Iteration 51Q: 3 clusters Score -1772888 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -1772897.625000 Penalty: 3387.338135
	Iteration 52Q: 3 clusters Score -1772898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -1772902.000000 Penalty: 3387.338135
	Iteration 53Q: 3 clusters Score -1772902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -1772906.000000 Penalty: 3387.338135
	Iteration 54Q: 3 clusters Score -1772906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -1772907.250000 Penalty: 3387.338135
	Iteration 55Q: 3 clusters Score -1772907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -1772910.000000 Penalty: 3387.338135
	Iteration 56Q: 3 clusters Score -1772910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -1772911.375000 Penalty: 3387.338135
	Iteration 57Q: 3 clusters Score -1772911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -1772911.500000 Penalty: 3387.338135
	Iteration 58Q: 3 clusters Score -1772912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -1772910.500000 Penalty: 3387.338135
	Iteration 59Q: 3 clusters Score -1772910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -1772910.500000 Penalty: 3387.338135
	Iteration 60F: 3 clusters Score -1772910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Entering Unmasked Estep 
Score: -240351.750000 Penalty: 1368.217651
	Iteration 0F: 2 clusters Score -240351.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -236633.203125 Penalty: 2736.435303
	Iteration 0F: 3 clusters Score -236633.2 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -237653.609375 Penalty: 2736.435303
	Iteration 1F: 3 clusters Score -237653.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -237812.234375 Penalty: 2736.435303
	Iteration 2F: 3 clusters Score -237812.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -237900.937500 Penalty: 2736.435303
	Iteration 3Q: 3 clusters Score -237900.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -237964.640625 Penalty: 2736.435303
	Iteration 4Q: 3 clusters Score -237964.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -238006.375000 Penalty: 2736.435303
	Iteration 5Q: 3 clusters Score -238006.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -238032.937500 Penalty: 2736.435303
	Iteration 6Q: 3 clusters Score -238032.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -238053.156250 Penalty: 2736.435303
	Iteration 7Q: 3 clusters Score -238053.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -238076.562500 Penalty: 2736.435303
	Iteration 8Q: 3 clusters Score -238076.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -238102.875000 Penalty: 2736.435303
	Iteration 9Q: 3 clusters Score -238102.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -238128.312500 Penalty: 2736.435303
	Iteration 10Q: 3 clusters Score -238128.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -238153.484375 Penalty: 2736.435303
	Iteration 11Q: 3 clusters Score -238153.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -238168.046875 Penalty: 2736.435303
	Iteration 12Q: 3 clusters Score -238168 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -238185.859375 Penalty: 2736.435303
	Iteration 13Q: 3 clusters Score -238185.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -238203.546875 Penalty: 2736.435303
	Iteration 14Q: 3 clusters Score -238203.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -238230.078125 Penalty: 2736.435303
	Iteration 15Q: 3 clusters Score -238230.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -238259.234375 Penalty: 2736.435303
	Iteration 16Q: 3 clusters Score -238259.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -238300.484375 Penalty: 2736.435303
	Iteration 17Q: 3 clusters Score -238300.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -238343.000000 Penalty: 2736.435303
	Iteration 18Q: 3 clusters Score -238343 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -238377.375000 Penalty: 2736.435303
	Iteration 19Q: 3 clusters Score -238377.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -238406.359375 Penalty: 2736.435303
	Iteration 20F: 3 clusters Score -238406.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -238450.359375 Penalty: 2736.435303
	Iteration 21Q: 3 clusters Score -238450.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -238515.875000 Penalty: 2736.435303
	Iteration 22Q: 3 clusters Score -238515.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -238583.156250 Penalty: 2736.435303
	Iteration 23Q: 3 clusters Score -238583.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -238646.765625 Penalty: 2736.435303
	Iteration 24Q: 3 clusters Score -238646.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -238705.968750 Penalty: 2736.435303
	Iteration 25Q: 3 clusters Score -238706 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -238777.484375 Penalty: 2736.435303
	Iteration 26Q: 3 clusters Score -238777.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -238859.062500 Penalty: 2736.435303
	Iteration 27Q: 3 clusters Score -238859.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -238914.890625 Penalty: 2736.435303
	Iteration 28Q: 3 clusters Score -238914.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -238953.156250 Penalty: 2736.435303
	Iteration 29Q: 3 clusters Score -238953.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -238992.203125 Penalty: 2736.435303
	Iteration 30Q: 3 clusters Score -238992.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -239021.000000 Penalty: 2736.435303
	Iteration 31Q: 3 clusters Score -239021 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -239042.500000 Penalty: 2736.435303
	Iteration 32Q: 3 clusters Score -239042.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -239059.875000 Penalty: 2736.435303
	Iteration 33Q: 3 clusters Score -239059.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -239073.937500 Penalty: 2736.435303
	Iteration 34Q: 3 clusters Score -239073.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -239082.281250 Penalty: 2736.435303
	Iteration 35Q: 3 clusters Score -239082.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -239091.500000 Penalty: 2736.435303
	Iteration 36Q: 3 clusters Score -239091.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -239103.359375 Penalty: 2736.435303
	Iteration 37Q: 3 clusters Score -239103.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -239115.546875 Penalty: 2736.435303
	Iteration 38Q: 3 clusters Score -239115.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -239128.093750 Penalty: 2736.435303
	Iteration 39Q: 3 clusters Score -239128.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -239132.640625 Penalty: 2736.435303
	Iteration 40F: 3 clusters Score -239132.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -239137.671875 Penalty: 2736.435303
	Iteration 41Q: 3 clusters Score -239137.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -239142.359375 Penalty: 2736.435303
	Iteration 42Q: 3 clusters Score -239142.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -239143.406250 Penalty: 2736.435303
	Iteration 43Q: 3 clusters Score -239143.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -239143.703125 Penalty: 2736.435303
	Iteration 44Q: 3 clusters Score -239143.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -239143.703125 Penalty: 2736.435303
	Iteration 45F: 3 clusters Score -239143.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Entering Unmasked Estep 
Score: -169688.093750 Penalty: 1317.357666
	Iteration 0F: 2 clusters Score -169688.1 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 1631 members 
Entering Unmasked Estep 
Score: -166800.453125 Penalty: 2634.715332
	Iteration 0F: 3 clusters Score -166800.5 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -167479.296875 Penalty: 2634.715332
	Iteration 1F: 3 clusters Score -167479.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -167638.781250 Penalty: 2634.715332
	Iteration 2F: 3 clusters Score -167638.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -167756.703125 Penalty: 2634.715332
	Iteration 3F: 3 clusters Score -167756.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -167856.843750 Penalty: 2634.715332
	Iteration 4F: 3 clusters Score -167856.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -167942.156250 Penalty: 2634.715332
	Iteration 5Q: 3 clusters Score -167942.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -168011.484375 Penalty: 2634.715332
	Iteration 6Q: 3 clusters Score -168011.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -168106.437500 Penalty: 2634.715332
	Iteration 7Q: 3 clusters Score -168106.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -168193.343750 Penalty: 2634.715332
	Iteration 8Q: 3 clusters Score -168193.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -168274.843750 Penalty: 2634.715332
	Iteration 9Q: 3 clusters Score -168274.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -168345.031250 Penalty: 2634.715332
	Iteration 10Q: 3 clusters Score -168345 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -168397.843750 Penalty: 2634.715332
	Iteration 11Q: 3 clusters Score -168397.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -168443.359375 Penalty: 2634.715332
	Iteration 12Q: 3 clusters Score -168443.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -168478.640625 Penalty: 2634.715332
	Iteration 13Q: 3 clusters Score -168478.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -168502.953125 Penalty: 2634.715332
	Iteration 14Q: 3 clusters Score -168503 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -168518.484375 Penalty: 2634.715332
	Iteration 15Q: 3 clusters Score -168518.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -168539.468750 Penalty: 2634.715332
	Iteration 16Q: 3 clusters Score -168539.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -168563.140625 Penalty: 2634.715332
	Iteration 17Q: 3 clusters Score -168563.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -168581.046875 Penalty: 2634.715332
	Iteration 18Q: 3 clusters Score -168581 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -168598.296875 Penalty: 2634.715332
	Iteration 19Q: 3 clusters Score -168598.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -168613.968750 Penalty: 2634.715332
	Iteration 20F: 3 clusters Score -168614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -168627.921875 Penalty: 2634.715332
	Iteration 21Q: 3 clusters Score -168627.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -168641.609375 Penalty: 2634.715332
	Iteration 22Q: 3 clusters Score -168641.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -168652.640625 Penalty: 2634.715332
	Iteration 23Q: 3 clusters Score -168652.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -168659.984375 Penalty: 2634.715332
	Iteration 24Q: 3 clusters Score -168660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -168663.968750 Penalty: 2634.715332
	Iteration 25Q: 3 clusters Score -168664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -168667.265625 Penalty: 2634.715332
	Iteration 26Q: 3 clusters Score -168667.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -168672.937500 Penalty: 2634.715332
	Iteration 27Q: 3 clusters Score -168672.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -168679.046875 Penalty: 2634.715332
	Iteration 28Q: 3 clusters Score -168679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -168686.718750 Penalty: 2634.715332
	Iteration 29Q: 3 clusters Score -168686.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -168693.562500 Penalty: 2634.715332
	Iteration 30Q: 3 clusters Score -168693.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -168700.046875 Penalty: 2634.715332
	Iteration 31Q: 3 clusters Score -168700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -168705.531250 Penalty: 2634.715332
	Iteration 32Q: 3 clusters Score -168705.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -168710.875000 Penalty: 2634.715332
	Iteration 33Q: 3 clusters Score -168710.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -168713.515625 Penalty: 2634.715332
	Iteration 34Q: 3 clusters Score -168713.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -168716.640625 Penalty: 2634.715332
	Iteration 35Q: 3 clusters Score -168716.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -168717.375000 Penalty: 2634.715332
	Iteration 36Q: 3 clusters Score -168717.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -168717.812500 Penalty: 2634.715332
	Iteration 37Q: 3 clusters Score -168717.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -168717.812500 Penalty: 2634.715332
	Iteration 38F: 3 clusters Score -168717.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Entering Unmasked Estep 
Score: -82344.976562 Penalty: 1225.523560
	Iteration 0F: 2 clusters Score -82344.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -80302.648438 Penalty: 2451.047119
	Iteration 0F: 3 clusters Score -80302.65 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -80749.023438 Penalty: 2451.047119
	Iteration 1F: 3 clusters Score -80749.02 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -80861.593750 Penalty: 2451.047119
	Iteration 2F: 3 clusters Score -80861.59 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -80908.812500 Penalty: 2451.047119
	Iteration 3Q: 3 clusters Score -80908.81 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -80941.312500 Penalty: 2451.047119
	Iteration 4Q: 3 clusters Score -80941.31 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -80965.789062 Penalty: 2451.047119
	Iteration 5Q: 3 clusters Score -80965.79 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -81002.773438 Penalty: 2451.047119
	Iteration 6Q: 3 clusters Score -81002.77 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -81043.585938 Penalty: 2451.047119
	Iteration 7Q: 3 clusters Score -81043.59 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -81075.976562 Penalty: 2451.047119
	Iteration 8Q: 3 clusters Score -81075.98 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -81098.226562 Penalty: 2451.047119
	Iteration 9Q: 3 clusters Score -81098.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -81114.546875 Penalty: 2451.047119
	Iteration 10Q: 3 clusters Score -81114.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -81133.601562 Penalty: 2451.047119
	Iteration 11Q: 3 clusters Score -81133.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -81154.007812 Penalty: 2451.047119
	Iteration 12Q: 3 clusters Score -81154.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -81172.601562 Penalty: 2451.047119
	Iteration 13Q: 3 clusters Score -81172.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -81186.890625 Penalty: 2451.047119
	Iteration 14Q: 3 clusters Score -81186.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -81203.453125 Penalty: 2451.047119
	Iteration 15Q: 3 clusters Score -81203.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -81212.757812 Penalty: 2451.047119
	Iteration 16Q: 3 clusters Score -81212.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -81219.796875 Penalty: 2451.047119
	Iteration 17Q: 3 clusters Score -81219.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -81227.593750 Penalty: 2451.047119
	Iteration 18Q: 3 clusters Score -81227.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -81233.546875 Penalty: 2451.047119
	Iteration 19Q: 3 clusters Score -81233.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -81238.781250 Penalty: 2451.047119
	Iteration 20F: 3 clusters Score -81238.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -81243.562500 Penalty: 2451.047119
	Iteration 21Q: 3 clusters Score -81243.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -81248.023438 Penalty: 2451.047119
	Iteration 22Q: 3 clusters Score -81248.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -81250.062500 Penalty: 2451.047119
	Iteration 23Q: 3 clusters Score -81250.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -81253.484375 Penalty: 2451.047119
	Iteration 24Q: 3 clusters Score -81253.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -81259.507812 Penalty: 2451.047119
	Iteration 25Q: 3 clusters Score -81259.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -81270.421875 Penalty: 2451.047119
	Iteration 26Q: 3 clusters Score -81270.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -81282.554688 Penalty: 2451.047119
	Iteration 27Q: 3 clusters Score -81282.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -81294.226562 Penalty: 2451.047119
	Iteration 28Q: 3 clusters Score -81294.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -81311.000000 Penalty: 2451.047119
	Iteration 29Q: 3 clusters Score -81311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -81324.484375 Penalty: 2451.047119
	Iteration 30Q: 3 clusters Score -81324.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -81335.062500 Penalty: 2451.047119
	Iteration 31Q: 3 clusters Score -81335.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -81338.851562 Penalty: 2451.047119
	Iteration 32Q: 3 clusters Score -81338.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -81340.976562 Penalty: 2451.047119
	Iteration 33Q: 3 clusters Score -81340.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -81342.710938 Penalty: 2451.047119
	Iteration 34Q: 3 clusters Score -81342.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -81343.000000 Penalty: 2451.047119
	Iteration 35Q: 3 clusters Score -81343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -81343.976562 Penalty: 2451.047119
	Iteration 36Q: 3 clusters Score -81343.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -81344.468750 Penalty: 2451.047119
	Iteration 37Q: 3 clusters Score -81344.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -81347.789062 Penalty: 2451.047119
	Iteration 38Q: 3 clusters Score -81347.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -81349.250000 Penalty: 2451.047119
	Iteration 39Q: 3 clusters Score -81349.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -81350.085938 Penalty: 2451.047119
	Iteration 40F: 3 clusters Score -81350.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Entering Unmasked Estep 
Score: -319752.187500 Penalty: 1418.868408
	Iteration 0F: 2 clusters Score -319752.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -314945.281250 Penalty: 2837.736816
	Iteration 0F: 3 clusters Score -314945.3 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -316299.281250 Penalty: 2837.736816
	Iteration 1F: 3 clusters Score -316299.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -316507.812500 Penalty: 2837.736816
	Iteration 2F: 3 clusters Score -316507.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -316641.968750 Penalty: 2837.736816
	Iteration 3F: 3 clusters Score -316642 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -316735.656250 Penalty: 2837.736816
	Iteration 4Q: 3 clusters Score -316735.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -316814.218750 Penalty: 2837.736816
	Iteration 5Q: 3 clusters Score -316814.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -316874.656250 Penalty: 2837.736816
	Iteration 6Q: 3 clusters Score -316874.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -316940.593750 Penalty: 2837.736816
	Iteration 7Q: 3 clusters Score -316940.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -317011.500000 Penalty: 2837.736816
	Iteration 8Q: 3 clusters Score -317011.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -317081.156250 Penalty: 2837.736816
	Iteration 9Q: 3 clusters Score -317081.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -317170.375000 Penalty: 2837.736816
	Iteration 10Q: 3 clusters Score -317170.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -317283.593750 Penalty: 2837.736816
	Iteration 11Q: 3 clusters Score -317283.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -317427.593750 Penalty: 2837.736816
	Iteration 12Q: 3 clusters Score -317427.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -317599.093750 Penalty: 2837.736816
	Iteration 13Q: 3 clusters Score -317599.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -317774.843750 Penalty: 2837.736816
	Iteration 14Q: 3 clusters Score -317774.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -317941.937500 Penalty: 2837.736816
	Iteration 15Q: 3 clusters Score -317941.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -318093.625000 Penalty: 2837.736816
	Iteration 16Q: 3 clusters Score -318093.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -318196.875000 Penalty: 2837.736816
	Iteration 17Q: 3 clusters Score -318196.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -318277.812500 Penalty: 2837.736816
	Iteration 18Q: 3 clusters Score -318277.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -318348.687500 Penalty: 2837.736816
	Iteration 19Q: 3 clusters Score -318348.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -318404.750000 Penalty: 2837.736816
	Iteration 20F: 3 clusters Score -318404.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -318437.125000 Penalty: 2837.736816
	Iteration 21Q: 3 clusters Score -318437.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -318463.437500 Penalty: 2837.736816
	Iteration 22Q: 3 clusters Score -318463.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -318483.468750 Penalty: 2837.736816
	Iteration 23Q: 3 clusters Score -318483.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -318498.437500 Penalty: 2837.736816
	Iteration 24Q: 3 clusters Score -318498.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -318512.687500 Penalty: 2837.736816
	Iteration 25Q: 3 clusters Score -318512.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -318530.218750 Penalty: 2837.736816
	Iteration 26Q: 3 clusters Score -318530.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -318547.718750 Penalty: 2837.736816
	Iteration 27Q: 3 clusters Score -318547.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -318562.312500 Penalty: 2837.736816
	Iteration 28Q: 3 clusters Score -318562.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -318572.500000 Penalty: 2837.736816
	Iteration 29Q: 3 clusters Score -318572.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -318583.156250 Penalty: 2837.736816
	Iteration 30Q: 3 clusters Score -318583.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -318590.156250 Penalty: 2837.736816
	Iteration 31Q: 3 clusters Score -318590.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -318592.437500 Penalty: 2837.736816
	Iteration 32Q: 3 clusters Score -318592.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -318596.343750 Penalty: 2837.736816
	Iteration 33Q: 3 clusters Score -318596.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -318598.593750 Penalty: 2837.736816
	Iteration 34Q: 3 clusters Score -318598.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -318598.468750 Penalty: 2837.736816
	Iteration 35Q: 3 clusters Score -318598.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -318598.468750 Penalty: 2837.736816
	Iteration 36F: 3 clusters Score -318598.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (322636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322636 members 
Entering Unmasked Estep 
Score: -16419064.000000 Penalty: 2061.195557
	Iteration 0F: 2 clusters Score -1.641906e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161161 members 
Mstep: Class 2 contains 161475 members 
Entering Unmasked Estep 
Score: -16201144.000000 Penalty: 4122.391113
	Iteration 0F: 3 clusters Score -1.620114e+07 nChanged 157592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158739 members 
Mstep: Class 2 contains 163897 members 
Entering Unmasked Estep 
Score: -16296059.000000 Penalty: 4122.391113
	Iteration 1F: 3 clusters Score -1.629606e+07 nChanged 10219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156536 members 
Mstep: Class 2 contains 166100 members 
Entering Unmasked Estep 
Score: -16298873.000000 Penalty: 4122.391113
	Iteration 2Q: 3 clusters Score -1.629887e+07 nChanged 12336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152878 members 
Mstep: Class 2 contains 169758 members 
Entering Unmasked Estep 
Score: -16303374.000000 Penalty: 4122.391113
	Iteration 3Q: 3 clusters Score -1.630337e+07 nChanged 15224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147332 members 
Mstep: Class 2 contains 175304 members 
Entering Unmasked Estep 
Score: -16310477.000000 Penalty: 4122.391113
	Iteration 4Q: 3 clusters Score -1.631048e+07 nChanged 18637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139587 members 
Mstep: Class 2 contains 183049 members 
Entering Unmasked Estep 
Score: -16321383.000000 Penalty: 4122.391113
	Iteration 5F: 3 clusters Score -1.632138e+07 nChanged 20871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130766 members 
Mstep: Class 2 contains 191870 members 
Entering Unmasked Estep 
Score: -16334997.000000 Penalty: 4122.391113
	Iteration 6F: 3 clusters Score -1.6335e+07 nChanged 21112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122964 members 
Mstep: Class 2 contains 199672 members 
Entering Unmasked Estep 
Score: -16349716.000000 Penalty: 4122.391113
	Iteration 7F: 3 clusters Score -1.634972e+07 nChanged 19695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118113 members 
Mstep: Class 2 contains 204523 members 
Entering Unmasked Estep 
Score: -16363135.000000 Penalty: 4122.391113
	Iteration 8F: 3 clusters Score -1.636314e+07 nChanged 16294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116167 members 
Mstep: Class 2 contains 206469 members 
Entering Unmasked Estep 
Score: -16373223.000000 Penalty: 4122.391113
	Iteration 9F: 3 clusters Score -1.637322e+07 nChanged 12700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115669 members 
Mstep: Class 2 contains 206967 members 
Entering Unmasked Estep 
Score: -16379510.000000 Penalty: 4122.391113
	Iteration 10Q: 3 clusters Score -1.637951e+07 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115229 members 
Mstep: Class 2 contains 207407 members 
Entering Unmasked Estep 
Score: -16382399.000000 Penalty: 4122.391113
	Iteration 11Q: 3 clusters Score -1.63824e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114654 members 
Mstep: Class 2 contains 207982 members 
Entering Unmasked Estep 
Score: -16383680.000000 Penalty: 4122.391113
	Iteration 12Q: 3 clusters Score -1.638368e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113866 members 
Mstep: Class 2 contains 208770 members 
Entering Unmasked Estep 
Score: -16384117.000000 Penalty: 4122.391113
	Iteration 13Q: 3 clusters Score -1.638412e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112846 members 
Mstep: Class 2 contains 209790 members 
Entering Unmasked Estep 
Score: -16384615.000000 Penalty: 4122.391113
	Iteration 14Q: 3 clusters Score -1.638462e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111755 members 
Mstep: Class 2 contains 210881 members 
Entering Unmasked Estep 
Score: -16385203.000000 Penalty: 4122.391113
	Iteration 15Q: 3 clusters Score -1.63852e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110531 members 
Mstep: Class 2 contains 212105 members 
Entering Unmasked Estep 
Score: -16385442.000000 Penalty: 4122.391113
	Iteration 16Q: 3 clusters Score -1.638544e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109220 members 
Mstep: Class 2 contains 213416 members 
Entering Unmasked Estep 
Score: -16385691.000000 Penalty: 4122.391113
	Iteration 17Q: 3 clusters Score -1.638569e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107709 members 
Mstep: Class 2 contains 214927 members 
Entering Unmasked Estep 
Score: -16386023.000000 Penalty: 4122.391113
	Iteration 18Q: 3 clusters Score -1.638602e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106169 members 
Mstep: Class 2 contains 216467 members 
Entering Unmasked Estep 
Score: -16386312.000000 Penalty: 4122.391113
	Iteration 19Q: 3 clusters Score -1.638631e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104584 members 
Mstep: Class 2 contains 218052 members 
Entering Unmasked Estep 
Score: -16386566.000000 Penalty: 4122.391113
	Iteration 20F: 3 clusters Score -1.638657e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102920 members 
Mstep: Class 2 contains 219716 members 
Entering Unmasked Estep 
Score: -16386946.000000 Penalty: 4122.391113
	Iteration 21Q: 3 clusters Score -1.638695e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101214 members 
Mstep: Class 2 contains 221422 members 
Entering Unmasked Estep 
Score: -16387199.000000 Penalty: 4122.391113
	Iteration 22Q: 3 clusters Score -1.63872e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99355 members 
Mstep: Class 2 contains 223281 members 
Entering Unmasked Estep 
Score: -16387501.000000 Penalty: 4122.391113
	Iteration 23Q: 3 clusters Score -1.63875e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97490 members 
Mstep: Class 2 contains 225146 members 
Entering Unmasked Estep 
Score: -16387845.000000 Penalty: 4122.391113
	Iteration 24Q: 3 clusters Score -1.638784e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95594 members 
Mstep: Class 2 contains 227042 members 
Entering Unmasked Estep 
Score: -16388153.000000 Penalty: 4122.391113
	Iteration 25Q: 3 clusters Score -1.638815e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93633 members 
Mstep: Class 2 contains 229003 members 
Entering Unmasked Estep 
Score: -16388544.000000 Penalty: 4122.391113
	Iteration 26Q: 3 clusters Score -1.638854e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91564 members 
Mstep: Class 2 contains 231072 members 
Entering Unmasked Estep 
Score: -16388730.000000 Penalty: 4122.391113
	Iteration 27Q: 3 clusters Score -1.638873e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89406 members 
Mstep: Class 2 contains 233230 members 
Entering Unmasked Estep 
Score: -16389072.000000 Penalty: 4122.391113
	Iteration 28Q: 3 clusters Score -1.638907e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87115 members 
Mstep: Class 2 contains 235521 members 
Entering Unmasked Estep 
Score: -16389271.000000 Penalty: 4122.391113
	Iteration 29Q: 3 clusters Score -1.638927e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84802 members 
Mstep: Class 2 contains 237834 members 
Entering Unmasked Estep 
Score: -16389757.000000 Penalty: 4122.391113
	Iteration 30Q: 3 clusters Score -1.638976e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82414 members 
Mstep: Class 2 contains 240222 members 
Entering Unmasked Estep 
Score: -16390151.000000 Penalty: 4122.391113
	Iteration 31Q: 3 clusters Score -1.639015e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79968 members 
Mstep: Class 2 contains 242668 members 
Entering Unmasked Estep 
Score: -16390612.000000 Penalty: 4122.391113
	Iteration 32Q: 3 clusters Score -1.639061e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77412 members 
Mstep: Class 2 contains 245224 members 
Entering Unmasked Estep 
Score: -16391081.000000 Penalty: 4122.391113
	Iteration 33Q: 3 clusters Score -1.639108e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74722 members 
Mstep: Class 2 contains 247914 members 
Entering Unmasked Estep 
Score: -16391607.000000 Penalty: 4122.391113
	Iteration 34Q: 3 clusters Score -1.639161e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71849 members 
Mstep: Class 2 contains 250787 members 
Entering Unmasked Estep 
Score: -16392008.000000 Penalty: 4122.391113
	Iteration 35Q: 3 clusters Score -1.639201e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68938 members 
Mstep: Class 2 contains 253698 members 
Entering Unmasked Estep 
Score: -16392712.000000 Penalty: 4122.391113
	Iteration 36Q: 3 clusters Score -1.639271e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65940 members 
Mstep: Class 2 contains 256696 members 
Entering Unmasked Estep 
Score: -16393544.000000 Penalty: 4122.391113
	Iteration 37Q: 3 clusters Score -1.639354e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62843 members 
Mstep: Class 2 contains 259793 members 
Entering Unmasked Estep 
Score: -16394267.000000 Penalty: 4122.391113
	Iteration 38Q: 3 clusters Score -1.639427e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59713 members 
Mstep: Class 2 contains 262923 members 
Entering Unmasked Estep 
Score: -16395115.000000 Penalty: 4122.391113
	Iteration 39Q: 3 clusters Score -1.639512e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56482 members 
Mstep: Class 2 contains 266154 members 
Entering Unmasked Estep 
Score: -16395889.000000 Penalty: 4122.391113
	Iteration 40F: 3 clusters Score -1.639589e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53196 members 
Mstep: Class 2 contains 269440 members 
Entering Unmasked Estep 
Score: -16396852.000000 Penalty: 4122.391113
	Iteration 41Q: 3 clusters Score -1.639685e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49836 members 
Mstep: Class 2 contains 272800 members 
Entering Unmasked Estep 
Score: -16397818.000000 Penalty: 4122.391113
	Iteration 42Q: 3 clusters Score -1.639782e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 276120 members 
Entering Unmasked Estep 
Score: -16398846.000000 Penalty: 4122.391113
	Iteration 43Q: 3 clusters Score -1.639885e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 279479 members 
Entering Unmasked Estep 
Score: -16399744.000000 Penalty: 4122.391113
	Iteration 44Q: 3 clusters Score -1.639974e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 282799 members 
Entering Unmasked Estep 
Score: -16400724.000000 Penalty: 4122.391113
	Iteration 45Q: 3 clusters Score -1.640072e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 286113 members 
Entering Unmasked Estep 
Score: -16401757.000000 Penalty: 4122.391113
	Iteration 46Q: 3 clusters Score -1.640176e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 289352 members 
Entering Unmasked Estep 
Score: -16402848.000000 Penalty: 4122.391113
	Iteration 47Q: 3 clusters Score -1.640285e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 292608 members 
Entering Unmasked Estep 
Score: -16403964.000000 Penalty: 4122.391113
	Iteration 48Q: 3 clusters Score -1.640396e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 295834 members 
Entering Unmasked Estep 
Score: -16405155.000000 Penalty: 4122.391113
	Iteration 49Q: 3 clusters Score -1.640516e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 299016 members 
Entering Unmasked Estep 
Score: -16406453.000000 Penalty: 4122.391113
	Iteration 50Q: 3 clusters Score -1.640645e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 302093 members 
Entering Unmasked Estep 
Score: -16407741.000000 Penalty: 4122.391113
	Iteration 51Q: 3 clusters Score -1.640774e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 305106 members 
Entering Unmasked Estep 
Score: -16409084.000000 Penalty: 4122.391113
	Iteration 52Q: 3 clusters Score -1.640908e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 307975 members 
Entering Unmasked Estep 
Score: -16410352.000000 Penalty: 4122.391113
	Iteration 53Q: 3 clusters Score -1.641035e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 310556 members 
Entering Unmasked Estep 
Score: -16411650.000000 Penalty: 4122.391113
	Iteration 54Q: 3 clusters Score -1.641165e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 312933 members 
Entering Unmasked Estep 
Score: -16412867.000000 Penalty: 4122.391113
	Iteration 55Q: 3 clusters Score -1.641287e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 314954 members 
Entering Unmasked Estep 
Score: -16414000.000000 Penalty: 4122.391113
	Iteration 56Q: 3 clusters Score -1.6414e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 316678 members 
Entering Unmasked Estep 
Score: -16414837.000000 Penalty: 4122.391113
	Iteration 57Q: 3 clusters Score -1.641484e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 318023 members 
Entering Unmasked Estep 
Score: -16415526.000000 Penalty: 4122.391113
	Iteration 58Q: 3 clusters Score -1.641553e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 319049 members 
Entering Unmasked Estep 
Score: -16416042.000000 Penalty: 4122.391113
	Iteration 59Q: 3 clusters Score -1.641604e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 319767 members 
Entering Unmasked Estep 
Score: -16416346.000000 Penalty: 4122.391113
	Iteration 60F: 3 clusters Score -1.641635e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 320289 members 
Entering Unmasked Estep 
Score: -16416604.000000 Penalty: 4122.391113
	Iteration 61Q: 3 clusters Score -1.64166e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 320669 members 
Entering Unmasked Estep 
Score: -16416799.000000 Penalty: 4122.391113
	Iteration 62Q: 3 clusters Score -1.64168e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 320939 members 
Entering Unmasked Estep 
Score: -16416988.000000 Penalty: 4122.391113
	Iteration 63Q: 3 clusters Score -1.641699e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 321150 members 
Entering Unmasked Estep 
Score: -16417077.000000 Penalty: 4122.391113
	Iteration 64Q: 3 clusters Score -1.641708e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 321279 members 
Entering Unmasked Estep 
Score: -16417115.000000 Penalty: 4122.391113
	Iteration 65Q: 3 clusters Score -1.641712e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 321386 members 
Entering Unmasked Estep 
Score: -16417135.000000 Penalty: 4122.391113
	Iteration 66Q: 3 clusters Score -1.641714e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 321465 members 
Entering Unmasked Estep 
Score: -16417171.000000 Penalty: 4122.391113
	Iteration 67Q: 3 clusters Score -1.641717e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 321532 members 
Entering Unmasked Estep 
Score: -16417198.000000 Penalty: 4122.391113
	Iteration 68Q: 3 clusters Score -1.64172e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 321585 members 
Entering Unmasked Estep 
Score: -16417228.000000 Penalty: 4122.391113
	Iteration 69Q: 3 clusters Score -1.641723e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 321621 members 
Entering Unmasked Estep 
Score: -16417238.000000 Penalty: 4122.391113
	Iteration 70Q: 3 clusters Score -1.641724e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 321655 members 
Entering Unmasked Estep 
Score: -16417250.000000 Penalty: 4122.391113
	Iteration 71Q: 3 clusters Score -1.641725e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 321691 members 
Entering Unmasked Estep 
Score: -16417269.000000 Penalty: 4122.391113
	Iteration 72Q: 3 clusters Score -1.641727e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 321717 members 
Entering Unmasked Estep 
Score: -16417280.000000 Penalty: 4122.391113
	Iteration 73Q: 3 clusters Score -1.641728e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 321734 members 
Entering Unmasked Estep 
Score: -16417300.000000 Penalty: 4122.391113
	Iteration 74Q: 3 clusters Score -1.64173e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 321750 members 
Entering Unmasked Estep 
Score: -16417296.000000 Penalty: 4122.391113
	Iteration 75Q: 3 clusters Score -1.64173e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 321757 members 
Entering Unmasked Estep 
Score: -16417299.000000 Penalty: 4122.391113
	Iteration 76Q: 3 clusters Score -1.64173e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 321767 members 
Entering Unmasked Estep 
Score: -16417309.000000 Penalty: 4122.391113
	Iteration 77Q: 3 clusters Score -1.641731e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 321773 members 
Entering Unmasked Estep 
Score: -16417323.000000 Penalty: 4122.391113
	Iteration 78Q: 3 clusters Score -1.641732e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 321782 members 
Entering Unmasked Estep 
Score: -16417319.000000 Penalty: 4122.391113
	Iteration 79Q: 3 clusters Score -1.641732e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 321788 members 
Entering Unmasked Estep 
Score: -16417316.000000 Penalty: 4122.391113
	Iteration 80F: 3 clusters Score -1.641732e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 321799 members 
Entering Unmasked Estep 
Score: -16417330.000000 Penalty: 4122.391113
	Iteration 81Q: 3 clusters Score -1.641733e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 321814 members 
Entering Unmasked Estep 
Score: -16417318.000000 Penalty: 4122.391113
	Iteration 82Q: 3 clusters Score -1.641732e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 321830 members 
Entering Unmasked Estep 
Score: -16417321.000000 Penalty: 4122.391113
	Iteration 83Q: 3 clusters Score -1.641732e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 321835 members 
Entering Unmasked Estep 
Score: -16417322.000000 Penalty: 4122.391113
	Iteration 84Q: 3 clusters Score -1.641732e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 321841 members 
Entering Unmasked Estep 
Score: -16417322.000000 Penalty: 4122.391113
	Iteration 85Q: 3 clusters Score -1.641732e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 321847 members 
Entering Unmasked Estep 
Score: -16417331.000000 Penalty: 4122.391113
	Iteration 86Q: 3 clusters Score -1.641733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 321850 members 
Entering Unmasked Estep 
Score: -16417335.000000 Penalty: 4122.391113
	Iteration 87Q: 3 clusters Score -1.641734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 321853 members 
Entering Unmasked Estep 
Score: -16417334.000000 Penalty: 4122.391113
	Iteration 88Q: 3 clusters Score -1.641733e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 321858 members 
Entering Unmasked Estep 
Score: -16417340.000000 Penalty: 4122.391113
	Iteration 89Q: 3 clusters Score -1.641734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 321865 members 
Entering Unmasked Estep 
Score: -16417332.000000 Penalty: 4122.391113
	Iteration 90Q: 3 clusters Score -1.641733e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 321871 members 
Entering Unmasked Estep 
Score: -16417330.000000 Penalty: 4122.391113
	Iteration 91Q: 3 clusters Score -1.641733e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 321876 members 
Entering Unmasked Estep 
Score: -16417332.000000 Penalty: 4122.391113
	Iteration 92Q: 3 clusters Score -1.641733e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 321881 members 
Entering Unmasked Estep 
Score: -16417329.000000 Penalty: 4122.391113
	Iteration 93Q: 3 clusters Score -1.641733e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 321886 members 
Entering Unmasked Estep 
Score: -16417334.000000 Penalty: 4122.391113
	Iteration 94Q: 3 clusters Score -1.641733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 321890 members 
Entering Unmasked Estep 
Score: -16417323.000000 Penalty: 4122.391113
	Iteration 95Q: 3 clusters Score -1.641732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 321891 members 
Entering Unmasked Estep 
Score: -16417328.000000 Penalty: 4122.391113
	Iteration 96Q: 3 clusters Score -1.641733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 321891 members 
Entering Unmasked Estep 
Score: -16417325.000000 Penalty: 4122.391113
	Iteration 97Q: 3 clusters Score -1.641732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 321892 members 
Entering Unmasked Estep 
Score: -16417334.000000 Penalty: 4122.391113
	Iteration 98Q: 3 clusters Score -1.641733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 321893 members 
Entering Unmasked Estep 
Score: -16417323.000000 Penalty: 4122.391113
	Iteration 99Q: 3 clusters Score -1.641732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 321892 members 
Entering Unmasked Estep 
Score: -16417323.000000 Penalty: 4122.391113
	Iteration 100F: 3 clusters Score -1.641732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 321891 members 
Entering Unmasked Estep 
Score: -16417330.000000 Penalty: 4122.391113
	Iteration 101Q: 3 clusters Score -1.641733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 321891 members 
Entering Unmasked Estep 
Score: -16417330.000000 Penalty: 4122.391113
	Iteration 102F: 3 clusters Score -1.641733e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Entering Unmasked Estep 
Score: -1044848.562500 Penalty: 1605.651855
	Iteration 0F: 2 clusters Score -1044849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1031489.812500 Penalty: 3211.303711
	Iteration 0F: 3 clusters Score -1031490 nChanged 8843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1036375.125000 Penalty: 3211.303711
	Iteration 1F: 3 clusters Score -1036375 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1036711.312500 Penalty: 3211.303711
	Iteration 2Q: 3 clusters Score -1036711 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1037024.062500 Penalty: 3211.303711
	Iteration 3Q: 3 clusters Score -1037024 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1037397.750000 Penalty: 3211.303711
	Iteration 4Q: 3 clusters Score -1037398 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1037837.812500 Penalty: 3211.303711
	Iteration 5Q: 3 clusters Score -1037838 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1038421.437500 Penalty: 3211.303711
	Iteration 6F: 3 clusters Score -1038421 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1039244.125000 Penalty: 3211.303711
	Iteration 7F: 3 clusters Score -1039244 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1040205.750000 Penalty: 3211.303711
	Iteration 8F: 3 clusters Score -1040206 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1041077.250000 Penalty: 3211.303711
	Iteration 9F: 3 clusters Score -1041077 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1041636.750000 Penalty: 3211.303711
	Iteration 10Q: 3 clusters Score -1041637 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1041909.187500 Penalty: 3211.303711
	Iteration 11Q: 3 clusters Score -1041909 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1042057.687500 Penalty: 3211.303711
	Iteration 12Q: 3 clusters Score -1042058 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1042148.750000 Penalty: 3211.303711
	Iteration 13Q: 3 clusters Score -1042149 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1042226.687500 Penalty: 3211.303711
	Iteration 14Q: 3 clusters Score -1042227 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1042304.625000 Penalty: 3211.303711
	Iteration 15Q: 3 clusters Score -1042305 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1042375.000000 Penalty: 3211.303711
	Iteration 16Q: 3 clusters Score -1042375 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1042442.937500 Penalty: 3211.303711
	Iteration 17Q: 3 clusters Score -1042443 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1042507.750000 Penalty: 3211.303711
	Iteration 18Q: 3 clusters Score -1042508 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1042574.687500 Penalty: 3211.303711
	Iteration 19Q: 3 clusters Score -1042575 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1042660.125000 Penalty: 3211.303711
	Iteration 20F: 3 clusters Score -1042660 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1042738.875000 Penalty: 3211.303711
	Iteration 21Q: 3 clusters Score -1042739 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1042806.937500 Penalty: 3211.303711
	Iteration 22Q: 3 clusters Score -1042807 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1042857.062500 Penalty: 3211.303711
	Iteration 23Q: 3 clusters Score -1042857 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1042900.500000 Penalty: 3211.303711
	Iteration 24Q: 3 clusters Score -1042900 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1042941.000000 Penalty: 3211.303711
	Iteration 25Q: 3 clusters Score -1042941 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1042966.312500 Penalty: 3211.303711
	Iteration 26Q: 3 clusters Score -1042966 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1042994.250000 Penalty: 3211.303711
	Iteration 27Q: 3 clusters Score -1042994 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1043011.937500 Penalty: 3211.303711
	Iteration 28Q: 3 clusters Score -1043012 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1043026.187500 Penalty: 3211.303711
	Iteration 29Q: 3 clusters Score -1043026 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1043043.625000 Penalty: 3211.303711
	Iteration 30Q: 3 clusters Score -1043044 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1043062.562500 Penalty: 3211.303711
	Iteration 31Q: 3 clusters Score -1043063 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1043078.187500 Penalty: 3211.303711
	Iteration 32Q: 3 clusters Score -1043078 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1043093.000000 Penalty: 3211.303711
	Iteration 33Q: 3 clusters Score -1043093 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1043109.437500 Penalty: 3211.303711
	Iteration 34Q: 3 clusters Score -1043109 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1043121.250000 Penalty: 3211.303711
	Iteration 35Q: 3 clusters Score -1043121 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1043141.062500 Penalty: 3211.303711
	Iteration 36Q: 3 clusters Score -1043141 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1043155.000000 Penalty: 3211.303711
	Iteration 37Q: 3 clusters Score -1043155 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1043163.250000 Penalty: 3211.303711
	Iteration 38Q: 3 clusters Score -1043163 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1043182.375000 Penalty: 3211.303711
	Iteration 39Q: 3 clusters Score -1043182 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1043187.437500 Penalty: 3211.303711
	Iteration 40F: 3 clusters Score -1043187 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1043202.500000 Penalty: 3211.303711
	Iteration 41Q: 3 clusters Score -1043202 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1043216.937500 Penalty: 3211.303711
	Iteration 42Q: 3 clusters Score -1043217 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1043231.562500 Penalty: 3211.303711
	Iteration 43Q: 3 clusters Score -1043232 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1043241.500000 Penalty: 3211.303711
	Iteration 44Q: 3 clusters Score -1043242 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1043251.000000 Penalty: 3211.303711
	Iteration 45Q: 3 clusters Score -1043251 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1043263.125000 Penalty: 3211.303711
	Iteration 46Q: 3 clusters Score -1043263 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1043274.312500 Penalty: 3211.303711
	Iteration 47Q: 3 clusters Score -1043274 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1043290.812500 Penalty: 3211.303711
	Iteration 48Q: 3 clusters Score -1043291 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1043303.125000 Penalty: 3211.303711
	Iteration 49Q: 3 clusters Score -1043303 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1043315.437500 Penalty: 3211.303711
	Iteration 50Q: 3 clusters Score -1043315 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1043325.125000 Penalty: 3211.303711
	Iteration 51Q: 3 clusters Score -1043325 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1043329.125000 Penalty: 3211.303711
	Iteration 52Q: 3 clusters Score -1043329 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1043333.500000 Penalty: 3211.303711
	Iteration 53Q: 3 clusters Score -1043334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1043338.687500 Penalty: 3211.303711
	Iteration 54Q: 3 clusters Score -1043339 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1043343.562500 Penalty: 3211.303711
	Iteration 55Q: 3 clusters Score -1043344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1043348.312500 Penalty: 3211.303711
	Iteration 56Q: 3 clusters Score -1043348 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1043351.687500 Penalty: 3211.303711
	Iteration 57Q: 3 clusters Score -1043352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1043361.187500 Penalty: 3211.303711
	Iteration 58Q: 3 clusters Score -1043361 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1043366.187500 Penalty: 3211.303711
	Iteration 59Q: 3 clusters Score -1043366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1043372.812500 Penalty: 3211.303711
	Iteration 60F: 3 clusters Score -1043373 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1043378.562500 Penalty: 3211.303711
	Iteration 61Q: 3 clusters Score -1043379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1043380.937500 Penalty: 3211.303711
	Iteration 62Q: 3 clusters Score -1043381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1043383.687500 Penalty: 3211.303711
	Iteration 63Q: 3 clusters Score -1043384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1043386.375000 Penalty: 3211.303711
	Iteration 64Q: 3 clusters Score -1043386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1043388.500000 Penalty: 3211.303711
	Iteration 65Q: 3 clusters Score -1043388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1043388.437500 Penalty: 3211.303711
	Iteration 66Q: 3 clusters Score -1043388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1043391.125000 Penalty: 3211.303711
	Iteration 67Q: 3 clusters Score -1043391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1043397.000000 Penalty: 3211.303711
	Iteration 68Q: 3 clusters Score -1043397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1043400.000000 Penalty: 3211.303711
	Iteration 69Q: 3 clusters Score -1043400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1043401.875000 Penalty: 3211.303711
	Iteration 70Q: 3 clusters Score -1043402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1043411.500000 Penalty: 3211.303711
	Iteration 71Q: 3 clusters Score -1043412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1043412.875000 Penalty: 3211.303711
	Iteration 72Q: 3 clusters Score -1043413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1043420.750000 Penalty: 3211.303711
	Iteration 73Q: 3 clusters Score -1043421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1043423.250000 Penalty: 3211.303711
	Iteration 74Q: 3 clusters Score -1043423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1043429.062500 Penalty: 3211.303711
	Iteration 75Q: 3 clusters Score -1043429 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1043436.000000 Penalty: 3211.303711
	Iteration 76Q: 3 clusters Score -1043436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1043441.375000 Penalty: 3211.303711
	Iteration 77Q: 3 clusters Score -1043441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1043444.687500 Penalty: 3211.303711
	Iteration 78Q: 3 clusters Score -1043445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1043447.937500 Penalty: 3211.303711
	Iteration 79Q: 3 clusters Score -1043448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1043450.187500 Penalty: 3211.303711
	Iteration 80F: 3 clusters Score -1043450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1043452.562500 Penalty: 3211.303711
	Iteration 81Q: 3 clusters Score -1043453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1043454.625000 Penalty: 3211.303711
	Iteration 82Q: 3 clusters Score -1043455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1043455.812500 Penalty: 3211.303711
	Iteration 83Q: 3 clusters Score -1043456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1043459.937500 Penalty: 3211.303711
	Iteration 84Q: 3 clusters Score -1043460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1043462.187500 Penalty: 3211.303711
	Iteration 85Q: 3 clusters Score -1043462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1043464.000000 Penalty: 3211.303711
	Iteration 86Q: 3 clusters Score -1043464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1043468.687500 Penalty: 3211.303711
	Iteration 87Q: 3 clusters Score -1043469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1043471.312500 Penalty: 3211.303711
	Iteration 88Q: 3 clusters Score -1043471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1043472.750000 Penalty: 3211.303711
	Iteration 89Q: 3 clusters Score -1043473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1043476.312500 Penalty: 3211.303711
	Iteration 90Q: 3 clusters Score -1043476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1043475.750000 Penalty: 3211.303711
	Iteration 91Q: 3 clusters Score -1043476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1043478.812500 Penalty: 3211.303711
	Iteration 92Q: 3 clusters Score -1043479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1043480.562500 Penalty: 3211.303711
	Iteration 93Q: 3 clusters Score -1043481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1043479.625000 Penalty: 3211.303711
	Iteration 94Q: 3 clusters Score -1043480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1043481.187500 Penalty: 3211.303711
	Iteration 95Q: 3 clusters Score -1043481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1043479.062500 Penalty: 3211.303711
	Iteration 96Q: 3 clusters Score -1043479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1043480.562500 Penalty: 3211.303711
	Iteration 97Q: 3 clusters Score -1043481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1043480.875000 Penalty: 3211.303711
	Iteration 98Q: 3 clusters Score -1043481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1043482.000000 Penalty: 3211.303711
	Iteration 99Q: 3 clusters Score -1043482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1043481.500000 Penalty: 3211.303711
	Iteration 100F: 3 clusters Score -1043482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1043482.250000 Penalty: 3211.303711
	Iteration 101Q: 3 clusters Score -1043482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1043483.125000 Penalty: 3211.303711
	Iteration 102Q: 3 clusters Score -1043483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1043483.750000 Penalty: 3211.303711
	Iteration 103Q: 3 clusters Score -1043484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1043484.500000 Penalty: 3211.303711
	Iteration 104Q: 3 clusters Score -1043484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1043486.062500 Penalty: 3211.303711
	Iteration 105Q: 3 clusters Score -1043486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1043487.062500 Penalty: 3211.303711
	Iteration 106Q: 3 clusters Score -1043487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1043488.625000 Penalty: 3211.303711
	Iteration 107Q: 3 clusters Score -1043489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1043488.000000 Penalty: 3211.303711
	Iteration 108Q: 3 clusters Score -1043488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1043488.000000 Penalty: 3211.303711
	Iteration 109F: 3 clusters Score -1043488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Entering Unmasked Estep 
Score: -736962.500000 Penalty: 1552.306030
	Iteration 0F: 2 clusters Score -736962.5 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 7089 members 
Entering Unmasked Estep 
Score: -727101.625000 Penalty: 3104.612061
	Iteration 0F: 3 clusters Score -727101.6 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -730409.187500 Penalty: 3104.612061
	Iteration 1F: 3 clusters Score -730409.2 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -730714.312500 Penalty: 3104.612061
	Iteration 2F: 3 clusters Score -730714.3 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -731007.375000 Penalty: 3104.612061
	Iteration 3Q: 3 clusters Score -731007.4 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -731306.125000 Penalty: 3104.612061
	Iteration 4Q: 3 clusters Score -731306.1 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -731665.562500 Penalty: 3104.612061
	Iteration 5Q: 3 clusters Score -731665.6 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -732184.125000 Penalty: 3104.612061
	Iteration 6F: 3 clusters Score -732184.1 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -732803.437500 Penalty: 3104.612061
	Iteration 7F: 3 clusters Score -732803.4 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -733475.937500 Penalty: 3104.612061
	Iteration 8F: 3 clusters Score -733475.9 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -734051.125000 Penalty: 3104.612061
	Iteration 9F: 3 clusters Score -734051.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -734474.562500 Penalty: 3104.612061
	Iteration 10Q: 3 clusters Score -734474.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -734747.812500 Penalty: 3104.612061
	Iteration 11Q: 3 clusters Score -734747.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -734931.250000 Penalty: 3104.612061
	Iteration 12Q: 3 clusters Score -734931.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -735073.500000 Penalty: 3104.612061
	Iteration 13Q: 3 clusters Score -735073.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -735188.750000 Penalty: 3104.612061
	Iteration 14Q: 3 clusters Score -735188.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -735280.000000 Penalty: 3104.612061
	Iteration 15Q: 3 clusters Score -735280 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -735344.312500 Penalty: 3104.612061
	Iteration 16Q: 3 clusters Score -735344.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -735386.062500 Penalty: 3104.612061
	Iteration 17Q: 3 clusters Score -735386.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -735436.375000 Penalty: 3104.612061
	Iteration 18Q: 3 clusters Score -735436.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -735468.937500 Penalty: 3104.612061
	Iteration 19Q: 3 clusters Score -735468.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -735492.625000 Penalty: 3104.612061
	Iteration 20F: 3 clusters Score -735492.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -735513.500000 Penalty: 3104.612061
	Iteration 21Q: 3 clusters Score -735513.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -735525.937500 Penalty: 3104.612061
	Iteration 22Q: 3 clusters Score -735525.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -735544.312500 Penalty: 3104.612061
	Iteration 23Q: 3 clusters Score -735544.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -735557.562500 Penalty: 3104.612061
	Iteration 24Q: 3 clusters Score -735557.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -735561.625000 Penalty: 3104.612061
	Iteration 25Q: 3 clusters Score -735561.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -735568.437500 Penalty: 3104.612061
	Iteration 26Q: 3 clusters Score -735568.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -735575.500000 Penalty: 3104.612061
	Iteration 27Q: 3 clusters Score -735575.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -735581.187500 Penalty: 3104.612061
	Iteration 28Q: 3 clusters Score -735581.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -735584.000000 Penalty: 3104.612061
	Iteration 29Q: 3 clusters Score -735584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -735588.562500 Penalty: 3104.612061
	Iteration 30Q: 3 clusters Score -735588.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -735594.875000 Penalty: 3104.612061
	Iteration 31Q: 3 clusters Score -735594.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -735601.500000 Penalty: 3104.612061
	Iteration 32Q: 3 clusters Score -735601.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -735603.562500 Penalty: 3104.612061
	Iteration 33Q: 3 clusters Score -735603.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -735606.937500 Penalty: 3104.612061
	Iteration 34Q: 3 clusters Score -735606.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -735611.562500 Penalty: 3104.612061
	Iteration 35Q: 3 clusters Score -735611.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -735614.562500 Penalty: 3104.612061
	Iteration 36Q: 3 clusters Score -735614.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -735615.687500 Penalty: 3104.612061
	Iteration 37Q: 3 clusters Score -735615.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -735618.937500 Penalty: 3104.612061
	Iteration 38Q: 3 clusters Score -735618.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -735623.375000 Penalty: 3104.612061
	Iteration 39Q: 3 clusters Score -735623.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -735634.437500 Penalty: 3104.612061
	Iteration 40F: 3 clusters Score -735634.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -735635.250000 Penalty: 3104.612061
	Iteration 41Q: 3 clusters Score -735635.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -735637.062500 Penalty: 3104.612061
	Iteration 42Q: 3 clusters Score -735637.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -735638.625000 Penalty: 3104.612061
	Iteration 43Q: 3 clusters Score -735638.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -735638.562500 Penalty: 3104.612061
	Iteration 44Q: 3 clusters Score -735638.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -735638.500000 Penalty: 3104.612061
	Iteration 45Q: 3 clusters Score -735638.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -735639.187500 Penalty: 3104.612061
	Iteration 46Q: 3 clusters Score -735639.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -735640.812500 Penalty: 3104.612061
	Iteration 47Q: 3 clusters Score -735640.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -735640.812500 Penalty: 3104.612061
	Iteration 48F: 3 clusters Score -735640.8 nChanged 0
--- Evaluating fit on full set of 1388067 points ---
Entering Unmasked Estep 
Score: -69084136.000000 Penalty: 39071.207031
25->18 Clusters: Score -69084136.000000, best is -69532072.000000

Main iterations: 0 (time per=infms)
Total iterations: 40678 (time per=150.528798ms)
Iterations metric 2: 1224750006272.000000 (time per=4.999559ns)
Iterations metric 3: 29393273487360.000000 (time per=208.320126ps)

That took 6123.210449 seconds.
